warning: commands will be executed using /bin/sh
job 2782 at Mon Jan 13 12:10:00 2014
FileBase	/isis3/jlong/Gatsby/gatsby140_07282013/gatsby140_07282013
ElecNo	14
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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 477750 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
--- Clustering full data set of 477750 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 25027 members 
Mstep: Class 3 contains 25223 members 
Mstep: Class 4 contains 24923 members 
Mstep: Class 5 contains 25373 members 
Mstep: Class 6 contains 25466 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 25105 members 
Mstep: Class 9 contains 24994 members 
Mstep: Class 10 contains 25128 members 
Mstep: Class 11 contains 25142 members 
Mstep: Class 12 contains 24961 members 
Mstep: Class 13 contains 24869 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 24993 members 
Mstep: Class 16 contains 25065 members 
Mstep: Class 17 contains 25330 members 
Mstep: Class 18 contains 25279 members 
Mstep: Class 19 contains 25121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1751.280518 but Gain 2124.988281
Score: -57339208.000000 Penalty: 38249.765625
Iteration 0F: 19 clusters Score -5.733921e+07 nChanged 452487
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 134497 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 4 contains 24130 members 
Mstep: Class 5 contains 14090 members 
Mstep: Class 6 contains 6773 members 
Mstep: Class 7 contains 27255 members 
Mstep: Class 8 contains 18217 members 
Mstep: Class 10 contains 7658 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 45020 members 
Mstep: Class 15 contains 134988 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 13806 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59001516.000000 Penalty: 38249.765625
Iteration 1F: 19 clusters Score -5.900152e+07 nChanged 141768
Entering Unmasked Mstep 
Mstep: Class 0 contains 682 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 161565 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 13424 members 
Mstep: Class 5 contains 8603 members 
Mstep: Class 6 contains 4070 members 
Mstep: Class 7 contains 27956 members 
Mstep: Class 8 contains 13228 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 2583 members 
Mstep: Class 12 contains 7396 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 38254 members 
Mstep: Class 15 contains 154233 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 9363 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2054.443848 but Gain 2124.984375
Score: -59192304.000000 Penalty: 36124.781250
Iteration 2F: 18 clusters Score -5.91923e+07 nChanged 98170
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 171811 members 
Mstep: Class 3 contains 3795 members 
Mstep: Class 4 contains 12880 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 33972 members 
Mstep: Class 8 contains 12080 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 3108 members 
Mstep: Class 12 contains 8944 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 32509 members 
Mstep: Class 15 contains 149741 members 
Mstep: Class 17 contains 8025 members 
Mstep: Class 18 contains 4011 members 
Mstep: Class 19 contains 3005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59312304.000000 Penalty: 36124.781250
Iteration 3F: 18 clusters Score -5.93123e+07 nChanged 75575
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 168318 members 
Mstep: Class 3 contains 3092 members 
Mstep: Class 4 contains 15335 members 
Mstep: Class 5 contains 5403 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 40679 members 
Mstep: Class 8 contains 12297 members 
Mstep: Class 10 contains 12478 members 
Mstep: Class 11 contains 3450 members 
Mstep: Class 12 contains 11054 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 30030 members 
Mstep: Class 15 contains 146510 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 3847 members 
Mstep: Class 19 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59408048.000000 Penalty: 36124.781250
Iteration 4F: 18 clusters Score -5.940805e+07 nChanged 63225
Entering Unmasked Mstep 
Mstep: Class 0 contains 360 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 163034 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 18115 members 
Mstep: Class 5 contains 4409 members 
Mstep: Class 6 contains 3729 members 
Mstep: Class 7 contains 45451 members 
Mstep: Class 8 contains 12914 members 
Mstep: Class 10 contains 13894 members 
Mstep: Class 11 contains 3621 members 
Mstep: Class 12 contains 12813 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 30301 members 
Mstep: Class 15 contains 143044 members 
Mstep: Class 17 contains 6809 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59487376.000000 Penalty: 36124.781250
Iteration 5F: 18 clusters Score -5.948738e+07 nChanged 52490
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 157597 members 
Mstep: Class 3 contains 2520 members 
Mstep: Class 4 contains 20214 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 47724 members 
Mstep: Class 8 contains 13708 members 
Mstep: Class 10 contains 14920 members 
Mstep: Class 11 contains 3666 members 
Mstep: Class 12 contains 14163 members 
Mstep: Class 13 contains 1824 members 
Mstep: Class 14 contains 32391 members 
Mstep: Class 15 contains 140558 members 
Mstep: Class 17 contains 6743 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 1386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59547424.000000 Penalty: 36124.781250
Iteration 6F: 18 clusters Score -5.954742e+07 nChanged 41397
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 152513 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 21487 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 3518 members 
Mstep: Class 7 contains 47923 members 
Mstep: Class 8 contains 14729 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 3702 members 
Mstep: Class 12 contains 15381 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 35576 members 
Mstep: Class 15 contains 138556 members 
Mstep: Class 17 contains 6999 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59587728.000000 Penalty: 36124.781250
Iteration 7F: 18 clusters Score -5.958773e+07 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 147821 members 
Mstep: Class 3 contains 2193 members 
Mstep: Class 4 contains 22325 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 46999 members 
Mstep: Class 8 contains 15713 members 
Mstep: Class 10 contains 16085 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 16320 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 39584 members 
Mstep: Class 15 contains 136462 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59617348.000000 Penalty: 36124.781250
Iteration 8F: 18 clusters Score -5.961735e+07 nChanged 24841
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 143194 members 
Mstep: Class 3 contains 2081 members 
Mstep: Class 4 contains 22751 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 45349 members 
Mstep: Class 8 contains 16738 members 
Mstep: Class 10 contains 16252 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 17050 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 44444 members 
Mstep: Class 15 contains 134660 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59638112.000000 Penalty: 36124.781250
Iteration 9F: 18 clusters Score -5.963811e+07 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 138981 members 
Mstep: Class 3 contains 1982 members 
Mstep: Class 4 contains 22884 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 43332 members 
Mstep: Class 8 contains 17699 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 3611 members 
Mstep: Class 12 contains 17590 members 
Mstep: Class 13 contains 2222 members 
Mstep: Class 14 contains 49309 members 
Mstep: Class 15 contains 133417 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59651348.000000 Penalty: 36124.781250
Iteration 10Q: 18 clusters Score -5.965135e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 135396 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 4 contains 22921 members 
Mstep: Class 5 contains 4276 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 41137 members 
Mstep: Class 8 contains 18692 members 
Mstep: Class 10 contains 15822 members 
Mstep: Class 11 contains 3563 members 
Mstep: Class 12 contains 17895 members 
Mstep: Class 13 contains 2385 members 
Mstep: Class 14 contains 53649 members 
Mstep: Class 15 contains 132612 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59661168.000000 Penalty: 36124.781250
Iteration 11Q: 18 clusters Score -5.966117e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 132299 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 22862 members 
Mstep: Class 5 contains 4636 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 38935 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 10 contains 15346 members 
Mstep: Class 11 contains 3473 members 
Mstep: Class 12 contains 18101 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 57440 members 
Mstep: Class 15 contains 132234 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59667756.000000 Penalty: 36124.781250
Iteration 12Q: 18 clusters Score -5.966776e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 129816 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 22653 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 7 contains 36773 members 
Mstep: Class 8 contains 20719 members 
Mstep: Class 10 contains 14853 members 
Mstep: Class 11 contains 3328 members 
Mstep: Class 12 contains 18203 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 60712 members 
Mstep: Class 15 contains 132069 members 
Mstep: Class 17 contains 10334 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59672116.000000 Penalty: 36124.781250
Iteration 13Q: 18 clusters Score -5.967212e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 127649 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 22423 members 
Mstep: Class 5 contains 5312 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 34592 members 
Mstep: Class 8 contains 21796 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 18225 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 63553 members 
Mstep: Class 15 contains 132126 members 
Mstep: Class 17 contains 10813 members 
Mstep: Class 18 contains 401 members 
Mstep: Class 19 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59675660.000000 Penalty: 36124.781250
Iteration 14Q: 18 clusters Score -5.967566e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 125882 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 22152 members 
Mstep: Class 5 contains 5683 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 32541 members 
Mstep: Class 8 contains 22864 members 
Mstep: Class 10 contains 14003 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 18156 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 65934 members 
Mstep: Class 15 contains 132330 members 
Mstep: Class 17 contains 11195 members 
Mstep: Class 18 contains 349 members 
Mstep: Class 19 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59677964.000000 Penalty: 36124.781250
Iteration 15Q: 18 clusters Score -5.967796e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 124269 members 
Mstep: Class 3 contains 1669 members 
Mstep: Class 4 contains 21901 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 2873 members 
Mstep: Class 7 contains 30599 members 
Mstep: Class 8 contains 23955 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 2786 members 
Mstep: Class 12 contains 17995 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 68039 members 
Mstep: Class 15 contains 132609 members 
Mstep: Class 17 contains 11514 members 
Mstep: Class 18 contains 320 members 
Mstep: Class 19 contains 804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59680328.000000 Penalty: 36124.781250
Iteration 16Q: 18 clusters Score -5.968033e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 122803 members 
Mstep: Class 3 contains 1644 members 
Mstep: Class 4 contains 21716 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 28727 members 
Mstep: Class 8 contains 25035 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 2627 members 
Mstep: Class 12 contains 17760 members 
Mstep: Class 13 contains 3178 members 
Mstep: Class 14 contains 69953 members 
Mstep: Class 15 contains 132834 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59682356.000000 Penalty: 36124.781250
Iteration 17Q: 18 clusters Score -5.968236e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 121411 members 
Mstep: Class 3 contains 1620 members 
Mstep: Class 4 contains 21560 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 2876 members 
Mstep: Class 7 contains 27017 members 
Mstep: Class 8 contains 26029 members 
Mstep: Class 10 contains 13176 members 
Mstep: Class 11 contains 2445 members 
Mstep: Class 12 contains 17438 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 71653 members 
Mstep: Class 15 contains 133245 members 
Mstep: Class 17 contains 12063 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59683856.000000 Penalty: 36124.781250
Iteration 18Q: 18 clusters Score -5.968386e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 120221 members 
Mstep: Class 3 contains 1594 members 
Mstep: Class 4 contains 21411 members 
Mstep: Class 5 contains 7405 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 25402 members 
Mstep: Class 8 contains 26922 members 
Mstep: Class 10 contains 12998 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 17148 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 73131 members 
Mstep: Class 15 contains 133642 members 
Mstep: Class 17 contains 12249 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59684788.000000 Penalty: 36124.781250
Iteration 19Q: 18 clusters Score -5.968479e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 119188 members 
Mstep: Class 3 contains 1570 members 
Mstep: Class 4 contains 21286 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 23883 members 
Mstep: Class 8 contains 27771 members 
Mstep: Class 10 contains 12834 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 16872 members 
Mstep: Class 13 contains 3439 members 
Mstep: Class 14 contains 74475 members 
Mstep: Class 15 contains 133941 members 
Mstep: Class 17 contains 12383 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59686436.000000 Penalty: 36124.781250
Iteration 20F: 18 clusters Score -5.968644e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 118285 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 4 contains 21151 members 
Mstep: Class 5 contains 8685 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 22413 members 
Mstep: Class 8 contains 28486 members 
Mstep: Class 10 contains 12722 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 16583 members 
Mstep: Class 13 contains 3510 members 
Mstep: Class 14 contains 75676 members 
Mstep: Class 15 contains 134198 members 
Mstep: Class 17 contains 12522 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59688344.000000 Penalty: 36124.781250
Iteration 21Q: 18 clusters Score -5.968834e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 117430 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 21044 members 
Mstep: Class 5 contains 9512 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 21017 members 
Mstep: Class 8 contains 29143 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 16293 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 14 contains 76830 members 
Mstep: Class 15 contains 134372 members 
Mstep: Class 17 contains 12651 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59690072.000000 Penalty: 36124.781250
Iteration 22Q: 18 clusters Score -5.969007e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 116583 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 20964 members 
Mstep: Class 5 contains 10325 members 
Mstep: Class 6 contains 2877 members 
Mstep: Class 7 contains 19663 members 
Mstep: Class 8 contains 29828 members 
Mstep: Class 10 contains 12552 members 
Mstep: Class 11 contains 1453 members 
Mstep: Class 12 contains 16013 members 
Mstep: Class 13 contains 3623 members 
Mstep: Class 14 contains 77929 members 
Mstep: Class 15 contains 134443 members 
Mstep: Class 17 contains 12811 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59691468.000000 Penalty: 36124.781250
Iteration 23Q: 18 clusters Score -5.969147e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 115838 members 
Mstep: Class 3 contains 1510 members 
Mstep: Class 4 contains 20899 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 2868 members 
Mstep: Class 7 contains 18454 members 
Mstep: Class 8 contains 30428 members 
Mstep: Class 10 contains 12467 members 
Mstep: Class 11 contains 1342 members 
Mstep: Class 12 contains 15735 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 14 contains 78886 members 
Mstep: Class 15 contains 134439 members 
Mstep: Class 17 contains 12954 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59692632.000000 Penalty: 36124.781250
Iteration 24Q: 18 clusters Score -5.969263e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 115188 members 
Mstep: Class 3 contains 1501 members 
Mstep: Class 4 contains 20832 members 
Mstep: Class 5 contains 11941 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 17394 members 
Mstep: Class 8 contains 30962 members 
Mstep: Class 10 contains 12393 members 
Mstep: Class 11 contains 1270 members 
Mstep: Class 12 contains 15517 members 
Mstep: Class 13 contains 3583 members 
Mstep: Class 14 contains 79770 members 
Mstep: Class 15 contains 134345 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59693780.000000 Penalty: 36124.781250
Iteration 25Q: 18 clusters Score -5.969378e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 114665 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 20775 members 
Mstep: Class 5 contains 12713 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 16460 members 
Mstep: Class 8 contains 31500 members 
Mstep: Class 10 contains 12313 members 
Mstep: Class 11 contains 1226 members 
Mstep: Class 12 contains 15300 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 80525 members 
Mstep: Class 15 contains 134137 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59694732.000000 Penalty: 36124.781250
Iteration 26Q: 18 clusters Score -5.969473e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 114204 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 20732 members 
Mstep: Class 5 contains 13461 members 
Mstep: Class 6 contains 2863 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 31984 members 
Mstep: Class 10 contains 12232 members 
Mstep: Class 11 contains 1196 members 
Mstep: Class 12 contains 15099 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 81184 members 
Mstep: Class 15 contains 133858 members 
Mstep: Class 17 contains 13270 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59695256.000000 Penalty: 36124.781250
Iteration 27Q: 18 clusters Score -5.969526e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 113800 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 20707 members 
Mstep: Class 5 contains 14161 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 32446 members 
Mstep: Class 10 contains 12171 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 14915 members 
Mstep: Class 13 contains 3384 members 
Mstep: Class 14 contains 81746 members 
Mstep: Class 15 contains 133506 members 
Mstep: Class 17 contains 13342 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59696160.000000 Penalty: 36124.781250
Iteration 28Q: 18 clusters Score -5.969616e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 113450 members 
Mstep: Class 3 contains 1482 members 
Mstep: Class 4 contains 20694 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 14413 members 
Mstep: Class 8 contains 32891 members 
Mstep: Class 10 contains 12095 members 
Mstep: Class 11 contains 1153 members 
Mstep: Class 12 contains 14706 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 82265 members 
Mstep: Class 15 contains 133154 members 
Mstep: Class 17 contains 13401 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59696612.000000 Penalty: 36124.781250
Iteration 29Q: 18 clusters Score -5.969661e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 113135 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 20677 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 2856 members 
Mstep: Class 7 contains 13887 members 
Mstep: Class 8 contains 33281 members 
Mstep: Class 10 contains 12023 members 
Mstep: Class 11 contains 1142 members 
Mstep: Class 12 contains 14541 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 82762 members 
Mstep: Class 15 contains 132768 members 
Mstep: Class 17 contains 13460 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59697308.000000 Penalty: 36124.781250
Iteration 30Q: 18 clusters Score -5.969731e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 112892 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 20659 members 
Mstep: Class 5 contains 16063 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 13422 members 
Mstep: Class 8 contains 33624 members 
Mstep: Class 10 contains 11923 members 
Mstep: Class 11 contains 1139 members 
Mstep: Class 12 contains 14380 members 
Mstep: Class 13 contains 3225 members 
Mstep: Class 14 contains 83151 members 
Mstep: Class 15 contains 132387 members 
Mstep: Class 17 contains 13520 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59697564.000000 Penalty: 36124.781250
Iteration 31Q: 18 clusters Score -5.969756e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 112670 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 16632 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 13019 members 
Mstep: Class 8 contains 33942 members 
Mstep: Class 10 contains 11838 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 14213 members 
Mstep: Class 13 contains 3190 members 
Mstep: Class 14 contains 83481 members 
Mstep: Class 15 contains 132044 members 
Mstep: Class 17 contains 13570 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59697904.000000 Penalty: 36124.781250
Iteration 32Q: 18 clusters Score -5.96979e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 112515 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 20654 members 
Mstep: Class 5 contains 17171 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 34245 members 
Mstep: Class 10 contains 11748 members 
Mstep: Class 11 contains 1131 members 
Mstep: Class 12 contains 14061 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 83790 members 
Mstep: Class 15 contains 131659 members 
Mstep: Class 17 contains 13600 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59698204.000000 Penalty: 36124.781250
Iteration 33Q: 18 clusters Score -5.96982e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 112385 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 20639 members 
Mstep: Class 5 contains 17652 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 12373 members 
Mstep: Class 8 contains 34472 members 
Mstep: Class 10 contains 11687 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 14 contains 84040 members 
Mstep: Class 15 contains 131309 members 
Mstep: Class 17 contains 13618 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59698296.000000 Penalty: 36124.781250
Iteration 34Q: 18 clusters Score -5.96983e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 112309 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 20629 members 
Mstep: Class 5 contains 18063 members 
Mstep: Class 6 contains 2858 members 
Mstep: Class 7 contains 12127 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 10 contains 11624 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 13851 members 
Mstep: Class 13 contains 3110 members 
Mstep: Class 14 contains 84267 members 
Mstep: Class 15 contains 130878 members 
Mstep: Class 17 contains 13651 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59698632.000000 Penalty: 36124.781250
Iteration 35Q: 18 clusters Score -5.969863e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 112220 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 20628 members 
Mstep: Class 5 contains 18438 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 11927 members 
Mstep: Class 8 contains 34789 members 
Mstep: Class 10 contains 11563 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 13791 members 
Mstep: Class 13 contains 3098 members 
Mstep: Class 14 contains 84516 members 
Mstep: Class 15 contains 130465 members 
Mstep: Class 17 contains 13666 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59698916.000000 Penalty: 36124.781250
Iteration 36Q: 18 clusters Score -5.969892e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 112155 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 20631 members 
Mstep: Class 5 contains 18782 members 
Mstep: Class 6 contains 2853 members 
Mstep: Class 7 contains 11749 members 
Mstep: Class 8 contains 34891 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 1126 members 
Mstep: Class 12 contains 13740 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 84714 members 
Mstep: Class 15 contains 130003 members 
Mstep: Class 17 contains 13690 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59699192.000000 Penalty: 36124.781250
Iteration 37Q: 18 clusters Score -5.969919e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 112067 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 20627 members 
Mstep: Class 5 contains 19047 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 34991 members 
Mstep: Class 10 contains 11467 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 13690 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 84925 members 
Mstep: Class 15 contains 129512 members 
Mstep: Class 17 contains 13734 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59699532.000000 Penalty: 36124.781250
Iteration 38Q: 18 clusters Score -5.969953e+07 nChanged 1507
Entering ConstructFrom: 
Score: -59699532.000000 Penalty: 36124.781250
Entering ConstructFrom: 
Trying to split cluster 1 (16693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Entering Unmasked Estep 
Score: -2166640.000000 Penalty: 1579.946045
	Iteration 0F: 2 clusters Score -2166640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2155084.250000 Penalty: 3159.892090
	Iteration 0F: 3 clusters Score -2155084 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2159163.500000 Penalty: 3159.892090
	Iteration 1F: 3 clusters Score -2159164 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2159517.000000 Penalty: 3159.892090
	Iteration 2F: 3 clusters Score -2159517 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2159934.500000 Penalty: 3159.892090
	Iteration 3F: 3 clusters Score -2159934 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2160527.750000 Penalty: 3159.892090
	Iteration 4F: 3 clusters Score -2160528 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2161413.500000 Penalty: 3159.892090
	Iteration 5F: 3 clusters Score -2161414 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2162509.750000 Penalty: 3159.892090
	Iteration 6F: 3 clusters Score -2162510 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2163514.500000 Penalty: 3159.892090
	Iteration 7F: 3 clusters Score -2163514 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2164251.000000 Penalty: 3159.892090
	Iteration 8F: 3 clusters Score -2164251 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2164692.250000 Penalty: 3159.892090
	Iteration 9Q: 3 clusters Score -2164692 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2164912.000000 Penalty: 3159.892090
	Iteration 10Q: 3 clusters Score -2164912 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2165047.500000 Penalty: 3159.892090
	Iteration 11Q: 3 clusters Score -2165048 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2165127.500000 Penalty: 3159.892090
	Iteration 12Q: 3 clusters Score -2165128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2165193.500000 Penalty: 3159.892090
	Iteration 13Q: 3 clusters Score -2165194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2165249.250000 Penalty: 3159.892090
	Iteration 14Q: 3 clusters Score -2165249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2165279.750000 Penalty: 3159.892090
	Iteration 15Q: 3 clusters Score -2165280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2165309.000000 Penalty: 3159.892090
	Iteration 16Q: 3 clusters Score -2165309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2165322.000000 Penalty: 3159.892090
	Iteration 17Q: 3 clusters Score -2165322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2165337.250000 Penalty: 3159.892090
	Iteration 18Q: 3 clusters Score -2165337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2165347.500000 Penalty: 3159.892090
	Iteration 19Q: 3 clusters Score -2165348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2165358.500000 Penalty: 3159.892090
	Iteration 20F: 3 clusters Score -2165358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2165370.250000 Penalty: 3159.892090
	Iteration 21Q: 3 clusters Score -2165370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2165381.500000 Penalty: 3159.892090
	Iteration 22Q: 3 clusters Score -2165382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2165394.500000 Penalty: 3159.892090
	Iteration 23Q: 3 clusters Score -2165394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2165398.500000 Penalty: 3159.892090
	Iteration 24Q: 3 clusters Score -2165398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2165402.250000 Penalty: 3159.892090
	Iteration 25Q: 3 clusters Score -2165402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2165405.750000 Penalty: 3159.892090
	Iteration 26Q: 3 clusters Score -2165406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2165406.750000 Penalty: 3159.892090
	Iteration 27Q: 3 clusters Score -2165407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2165407.500000 Penalty: 3159.892090
	Iteration 28Q: 3 clusters Score -2165408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2165407.500000 Penalty: 3159.892090
	Iteration 29Q: 3 clusters Score -2165408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2165409.000000 Penalty: 3159.892090
	Iteration 30Q: 3 clusters Score -2165409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2165408.500000 Penalty: 3159.892090
	Iteration 31Q: 3 clusters Score -2165408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2165408.500000 Penalty: 3159.892090
	Iteration 32F: 3 clusters Score -2165408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111983 members 
Entering Unmasked Estep 
Score: -14461019.000000 Penalty: 1889.241699
	Iteration 0F: 2 clusters Score -1.446102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -14390500.000000 Penalty: 3778.483398
	Iteration 0F: 3 clusters Score -1.43905e+07 nChanged 53474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -14421380.000000 Penalty: 3778.483398
	Iteration 1F: 3 clusters Score -1.442138e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -14422325.000000 Penalty: 3778.483398
	Iteration 2Q: 3 clusters Score -1.442232e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 63199 members 
Entering Unmasked Estep 
Score: -14423773.000000 Penalty: 3778.483398
	Iteration 3Q: 3 clusters Score -1.442377e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -14426414.000000 Penalty: 3778.483398
	Iteration 4F: 3 clusters Score -1.442641e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -14430318.000000 Penalty: 3778.483398
	Iteration 5F: 3 clusters Score -1.443032e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -14435614.000000 Penalty: 3778.483398
	Iteration 6F: 3 clusters Score -1.443561e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -14441315.000000 Penalty: 3778.483398
	Iteration 7F: 3 clusters Score -1.444132e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -14446681.000000 Penalty: 3778.483398
	Iteration 8F: 3 clusters Score -1.444668e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -14451372.000000 Penalty: 3778.483398
	Iteration 9F: 3 clusters Score -1.445137e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 105500 members 
Entering Unmasked Estep 
Score: -14454662.000000 Penalty: 3778.483398
	Iteration 10Q: 3 clusters Score -1.445466e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 107996 members 
Entering Unmasked Estep 
Score: -14456751.000000 Penalty: 3778.483398
	Iteration 11Q: 3 clusters Score -1.445675e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -14458087.000000 Penalty: 3778.483398
	Iteration 12Q: 3 clusters Score -1.445809e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 110187 members 
Entering Unmasked Estep 
Score: -14458688.000000 Penalty: 3778.483398
	Iteration 13Q: 3 clusters Score -1.445869e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 110628 members 
Entering Unmasked Estep 
Score: -14459049.000000 Penalty: 3778.483398
	Iteration 14Q: 3 clusters Score -1.445905e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 110853 members 
Entering Unmasked Estep 
Score: -14459219.000000 Penalty: 3778.483398
	Iteration 15Q: 3 clusters Score -1.445922e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 110994 members 
Entering Unmasked Estep 
Score: -14459301.000000 Penalty: 3778.483398
	Iteration 16Q: 3 clusters Score -1.44593e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 111080 members 
Entering Unmasked Estep 
Score: -14459366.000000 Penalty: 3778.483398
	Iteration 17Q: 3 clusters Score -1.445937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 111133 members 
Entering Unmasked Estep 
Score: -14459416.000000 Penalty: 3778.483398
	Iteration 18Q: 3 clusters Score -1.445942e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -14459447.000000 Penalty: 3778.483398
	Iteration 19Q: 3 clusters Score -1.445945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -14459467.000000 Penalty: 3778.483398
	Iteration 20F: 3 clusters Score -1.445947e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 111237 members 
Entering Unmasked Estep 
Score: -14459498.000000 Penalty: 3778.483398
	Iteration 21Q: 3 clusters Score -1.44595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 111254 members 
Entering Unmasked Estep 
Score: -14459511.000000 Penalty: 3778.483398
	Iteration 22Q: 3 clusters Score -1.445951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 111270 members 
Entering Unmasked Estep 
Score: -14459522.000000 Penalty: 3778.483398
	Iteration 23Q: 3 clusters Score -1.445952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 111284 members 
Entering Unmasked Estep 
Score: -14459534.000000 Penalty: 3778.483398
	Iteration 24Q: 3 clusters Score -1.445953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 111301 members 
Entering Unmasked Estep 
Score: -14459539.000000 Penalty: 3778.483398
	Iteration 25Q: 3 clusters Score -1.445954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -14459538.000000 Penalty: 3778.483398
	Iteration 26Q: 3 clusters Score -1.445954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -14459548.000000 Penalty: 3778.483398
	Iteration 27Q: 3 clusters Score -1.445955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -14459558.000000 Penalty: 3778.483398
	Iteration 28Q: 3 clusters Score -1.445956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 111320 members 
Entering Unmasked Estep 
Score: -14459571.000000 Penalty: 3778.483398
	Iteration 29Q: 3 clusters Score -1.445957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -14459567.000000 Penalty: 3778.483398
	Iteration 30Q: 3 clusters Score -1.445957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -14459568.000000 Penalty: 3778.483398
	Iteration 31Q: 3 clusters Score -1.445957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -14459575.000000 Penalty: 3778.483398
	Iteration 32Q: 3 clusters Score -1.445958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -14459575.000000 Penalty: 3778.483398
	Iteration 33Q: 3 clusters Score -1.445958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -14459582.000000 Penalty: 3778.483398
	Iteration 34Q: 3 clusters Score -1.445958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 111323 members 
Entering Unmasked Estep 
Score: -14459577.000000 Penalty: 3778.483398
	Iteration 35Q: 3 clusters Score -1.445958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -14459578.000000 Penalty: 3778.483398
	Iteration 36Q: 3 clusters Score -1.445958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 111328 members 
Entering Unmasked Estep 
Score: -14459573.000000 Penalty: 3778.483398
	Iteration 37Q: 3 clusters Score -1.445957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 111328 members 
Entering Unmasked Estep 
Score: -14459573.000000 Penalty: 3778.483398
	Iteration 38F: 3 clusters Score -1.445957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -159527.484375 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -159527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157945.890625 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -157945.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -158684.875000 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -158684.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -159684.140625 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -159684.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -160589.500000 Penalty: 2363.980713
	Iteration 3F: 3 clusters Score -160589.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -160980.187500 Penalty: 2363.980713
	Iteration 4F: 3 clusters Score -160980.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -161122.687500 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -161122.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161143.593750 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -161143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161150.109375 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -161150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161152.515625 Penalty: 2363.980713
	Iteration 8Q: 3 clusters Score -161152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161153.140625 Penalty: 2363.980713
	Iteration 9Q: 3 clusters Score -161153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161153.140625 Penalty: 2363.980713
	Iteration 10F: 3 clusters Score -161153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 20623 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 129067 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
Score: -59700496.000000 Penalty: 38249.765625
Splitting cluster 3 changes total score from -59699532.000000 to -59700496.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (20623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Entering Unmasked Estep 
Score: -2523067.750000 Penalty: 1614.301392
	Iteration 0F: 2 clusters Score -2523068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2508963.500000 Penalty: 3228.602783
	Iteration 0F: 3 clusters Score -2508964 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2514229.750000 Penalty: 3228.602783
	Iteration 1F: 3 clusters Score -2514230 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2514768.250000 Penalty: 3228.602783
	Iteration 2F: 3 clusters Score -2514768 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2515332.500000 Penalty: 3228.602783
	Iteration 3F: 3 clusters Score -2515332 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2515931.000000 Penalty: 3228.602783
	Iteration 4F: 3 clusters Score -2515931 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2516582.250000 Penalty: 3228.602783
	Iteration 5F: 3 clusters Score -2516582 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2517265.250000 Penalty: 3228.602783
	Iteration 6F: 3 clusters Score -2517265 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2517940.000000 Penalty: 3228.602783
	Iteration 7F: 3 clusters Score -2517940 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2518534.250000 Penalty: 3228.602783
	Iteration 8Q: 3 clusters Score -2518534 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2519030.000000 Penalty: 3228.602783
	Iteration 9Q: 3 clusters Score -2519030 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2519377.000000 Penalty: 3228.602783
	Iteration 10Q: 3 clusters Score -2519377 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2519668.500000 Penalty: 3228.602783
	Iteration 11Q: 3 clusters Score -2519668 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2519817.250000 Penalty: 3228.602783
	Iteration 12Q: 3 clusters Score -2519817 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2519923.000000 Penalty: 3228.602783
	Iteration 13Q: 3 clusters Score -2519923 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2519973.000000 Penalty: 3228.602783
	Iteration 14Q: 3 clusters Score -2519973 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2520018.250000 Penalty: 3228.602783
	Iteration 15Q: 3 clusters Score -2520018 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2520052.500000 Penalty: 3228.602783
	Iteration 16Q: 3 clusters Score -2520052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2520075.250000 Penalty: 3228.602783
	Iteration 17Q: 3 clusters Score -2520075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2520105.000000 Penalty: 3228.602783
	Iteration 18Q: 3 clusters Score -2520105 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2520133.750000 Penalty: 3228.602783
	Iteration 19Q: 3 clusters Score -2520134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2520158.000000 Penalty: 3228.602783
	Iteration 20F: 3 clusters Score -2520158 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2520170.000000 Penalty: 3228.602783
	Iteration 21Q: 3 clusters Score -2520170 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2520193.000000 Penalty: 3228.602783
	Iteration 22Q: 3 clusters Score -2520193 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2520216.750000 Penalty: 3228.602783
	Iteration 23Q: 3 clusters Score -2520217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2520237.750000 Penalty: 3228.602783
	Iteration 24Q: 3 clusters Score -2520238 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2520252.500000 Penalty: 3228.602783
	Iteration 25Q: 3 clusters Score -2520252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2520275.500000 Penalty: 3228.602783
	Iteration 26Q: 3 clusters Score -2520276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2520291.250000 Penalty: 3228.602783
	Iteration 27Q: 3 clusters Score -2520291 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2520303.250000 Penalty: 3228.602783
	Iteration 28Q: 3 clusters Score -2520303 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2520328.000000 Penalty: 3228.602783
	Iteration 29Q: 3 clusters Score -2520328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2520353.750000 Penalty: 3228.602783
	Iteration 30Q: 3 clusters Score -2520354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2520396.000000 Penalty: 3228.602783
	Iteration 31Q: 3 clusters Score -2520396 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2520430.250000 Penalty: 3228.602783
	Iteration 32Q: 3 clusters Score -2520430 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2520465.000000 Penalty: 3228.602783
	Iteration 33Q: 3 clusters Score -2520465 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2520512.750000 Penalty: 3228.602783
	Iteration 34Q: 3 clusters Score -2520513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2520568.000000 Penalty: 3228.602783
	Iteration 35Q: 3 clusters Score -2520568 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2520637.000000 Penalty: 3228.602783
	Iteration 36Q: 3 clusters Score -2520637 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2520714.000000 Penalty: 3228.602783
	Iteration 37Q: 3 clusters Score -2520714 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2520836.500000 Penalty: 3228.602783
	Iteration 38Q: 3 clusters Score -2520836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2520933.250000 Penalty: 3228.602783
	Iteration 39Q: 3 clusters Score -2520933 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2521096.000000 Penalty: 3228.602783
	Iteration 40F: 3 clusters Score -2521096 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2521292.750000 Penalty: 3228.602783
	Iteration 41Q: 3 clusters Score -2521293 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2521578.500000 Penalty: 3228.602783
	Iteration 42Q: 3 clusters Score -2521578 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2521940.500000 Penalty: 3228.602783
	Iteration 43Q: 3 clusters Score -2521940 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2522259.000000 Penalty: 3228.602783
	Iteration 44Q: 3 clusters Score -2522259 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2522514.750000 Penalty: 3228.602783
	Iteration 45Q: 3 clusters Score -2522515 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2522712.000000 Penalty: 3228.602783
	Iteration 46Q: 3 clusters Score -2522712 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2522863.250000 Penalty: 3228.602783
	Iteration 47Q: 3 clusters Score -2522863 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2523001.750000 Penalty: 3228.602783
	Iteration 48Q: 3 clusters Score -2523002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2523069.000000 Penalty: 3228.602783
	Iteration 49Q: 3 clusters Score -2523069 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2523098.000000 Penalty: 3228.602783
	Iteration 50Q: 3 clusters Score -2523098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2523128.500000 Penalty: 3228.602783
	Iteration 51Q: 3 clusters Score -2523128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2523142.250000 Penalty: 3228.602783
	Iteration 52Q: 3 clusters Score -2523142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2523151.250000 Penalty: 3228.602783
	Iteration 53Q: 3 clusters Score -2523151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2523155.500000 Penalty: 3228.602783
	Iteration 54Q: 3 clusters Score -2523156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2523154.750000 Penalty: 3228.602783
	Iteration 55Q: 3 clusters Score -2523155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2523160.250000 Penalty: 3228.602783
	Iteration 56Q: 3 clusters Score -2523160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2523166.000000 Penalty: 3228.602783
	Iteration 57Q: 3 clusters Score -2523166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2523170.250000 Penalty: 3228.602783
	Iteration 58Q: 3 clusters Score -2523170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2523175.000000 Penalty: 3228.602783
	Iteration 59Q: 3 clusters Score -2523175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2523181.500000 Penalty: 3228.602783
	Iteration 60F: 3 clusters Score -2523182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2523183.000000 Penalty: 3228.602783
	Iteration 61Q: 3 clusters Score -2523183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2523181.750000 Penalty: 3228.602783
	Iteration 62Q: 3 clusters Score -2523182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2523181.750000 Penalty: 3228.602783
	Iteration 63F: 3 clusters Score -2523182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 129067 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Entering Unmasked Estep 
Score: -59700116.000000 Penalty: 40374.753906
Splitting cluster 4 changes total score from -59699532.000000 to -59700116.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (19237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Entering Unmasked Estep 
Score: -2423125.500000 Penalty: 1602.995972
	Iteration 0F: 2 clusters Score -2423126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2410000.250000 Penalty: 3205.991943
	Iteration 0F: 3 clusters Score -2410000 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2414918.750000 Penalty: 3205.991943
	Iteration 1F: 3 clusters Score -2414919 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2415342.750000 Penalty: 3205.991943
	Iteration 2F: 3 clusters Score -2415343 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2415846.000000 Penalty: 3205.991943
	Iteration 3F: 3 clusters Score -2415846 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2416536.750000 Penalty: 3205.991943
	Iteration 4F: 3 clusters Score -2416537 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2417386.750000 Penalty: 3205.991943
	Iteration 5F: 3 clusters Score -2417387 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2418336.500000 Penalty: 3205.991943
	Iteration 6F: 3 clusters Score -2418336 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2419234.500000 Penalty: 3205.991943
	Iteration 7F: 3 clusters Score -2419234 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2419978.000000 Penalty: 3205.991943
	Iteration 8Q: 3 clusters Score -2419978 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2420519.500000 Penalty: 3205.991943
	Iteration 9Q: 3 clusters Score -2420520 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2420862.500000 Penalty: 3205.991943
	Iteration 10Q: 3 clusters Score -2420862 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2421094.000000 Penalty: 3205.991943
	Iteration 11Q: 3 clusters Score -2421094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2421207.750000 Penalty: 3205.991943
	Iteration 12Q: 3 clusters Score -2421208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2421312.000000 Penalty: 3205.991943
	Iteration 13Q: 3 clusters Score -2421312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2421394.000000 Penalty: 3205.991943
	Iteration 14Q: 3 clusters Score -2421394 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2421459.000000 Penalty: 3205.991943
	Iteration 15Q: 3 clusters Score -2421459 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2421508.000000 Penalty: 3205.991943
	Iteration 16Q: 3 clusters Score -2421508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2421539.750000 Penalty: 3205.991943
	Iteration 17Q: 3 clusters Score -2421540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2421564.500000 Penalty: 3205.991943
	Iteration 18Q: 3 clusters Score -2421564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2421593.000000 Penalty: 3205.991943
	Iteration 19Q: 3 clusters Score -2421593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2421619.250000 Penalty: 3205.991943
	Iteration 20F: 3 clusters Score -2421619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2421638.750000 Penalty: 3205.991943
	Iteration 21Q: 3 clusters Score -2421639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2421650.000000 Penalty: 3205.991943
	Iteration 22Q: 3 clusters Score -2421650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2421661.750000 Penalty: 3205.991943
	Iteration 23Q: 3 clusters Score -2421662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2421676.250000 Penalty: 3205.991943
	Iteration 24Q: 3 clusters Score -2421676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2421686.250000 Penalty: 3205.991943
	Iteration 25Q: 3 clusters Score -2421686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2421693.000000 Penalty: 3205.991943
	Iteration 26Q: 3 clusters Score -2421693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2421692.750000 Penalty: 3205.991943
	Iteration 27Q: 3 clusters Score -2421693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2421695.250000 Penalty: 3205.991943
	Iteration 28Q: 3 clusters Score -2421695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2421704.000000 Penalty: 3205.991943
	Iteration 29Q: 3 clusters Score -2421704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2421710.500000 Penalty: 3205.991943
	Iteration 30Q: 3 clusters Score -2421710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2421721.250000 Penalty: 3205.991943
	Iteration 31Q: 3 clusters Score -2421721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2421728.250000 Penalty: 3205.991943
	Iteration 32Q: 3 clusters Score -2421728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2421732.500000 Penalty: 3205.991943
	Iteration 33Q: 3 clusters Score -2421732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2421736.750000 Penalty: 3205.991943
	Iteration 34Q: 3 clusters Score -2421737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2421746.750000 Penalty: 3205.991943
	Iteration 35Q: 3 clusters Score -2421747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2421750.750000 Penalty: 3205.991943
	Iteration 36Q: 3 clusters Score -2421751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2421756.500000 Penalty: 3205.991943
	Iteration 37Q: 3 clusters Score -2421756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2421758.750000 Penalty: 3205.991943
	Iteration 38Q: 3 clusters Score -2421759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2421762.500000 Penalty: 3205.991943
	Iteration 39Q: 3 clusters Score -2421762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2421761.750000 Penalty: 3205.991943
	Iteration 40F: 3 clusters Score -2421762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2421763.750000 Penalty: 3205.991943
	Iteration 41Q: 3 clusters Score -2421764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2421766.750000 Penalty: 3205.991943
	Iteration 42Q: 3 clusters Score -2421767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2421772.500000 Penalty: 3205.991943
	Iteration 43Q: 3 clusters Score -2421772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2421778.750000 Penalty: 3205.991943
	Iteration 44Q: 3 clusters Score -2421779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2421780.500000 Penalty: 3205.991943
	Iteration 45Q: 3 clusters Score -2421780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2421780.000000 Penalty: 3205.991943
	Iteration 46Q: 3 clusters Score -2421780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2421779.250000 Penalty: 3205.991943
	Iteration 47Q: 3 clusters Score -2421779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2421780.750000 Penalty: 3205.991943
	Iteration 48Q: 3 clusters Score -2421781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2421784.750000 Penalty: 3205.991943
	Iteration 49Q: 3 clusters Score -2421785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2421786.500000 Penalty: 3205.991943
	Iteration 50Q: 3 clusters Score -2421786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2421787.750000 Penalty: 3205.991943
	Iteration 51Q: 3 clusters Score -2421788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2421792.000000 Penalty: 3205.991943
	Iteration 52Q: 3 clusters Score -2421792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2421795.250000 Penalty: 3205.991943
	Iteration 53Q: 3 clusters Score -2421795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2421796.000000 Penalty: 3205.991943
	Iteration 54Q: 3 clusters Score -2421796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2421798.250000 Penalty: 3205.991943
	Iteration 55Q: 3 clusters Score -2421798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2421801.750000 Penalty: 3205.991943
	Iteration 56Q: 3 clusters Score -2421802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2421806.500000 Penalty: 3205.991943
	Iteration 57Q: 3 clusters Score -2421806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2421811.250000 Penalty: 3205.991943
	Iteration 58Q: 3 clusters Score -2421811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2421808.500000 Penalty: 3205.991943
	Iteration 59Q: 3 clusters Score -2421808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2421807.000000 Penalty: 3205.991943
	Iteration 60F: 3 clusters Score -2421807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2421806.500000 Penalty: 3205.991943
	Iteration 61Q: 3 clusters Score -2421806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2421806.500000 Penalty: 3205.991943
	Iteration 62F: 3 clusters Score -2421806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -326357.812500 Penalty: 1292.813599
	Iteration 0F: 2 clusters Score -326357.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -323926.937500 Penalty: 2585.627197
	Iteration 0F: 3 clusters Score -323926.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -325326.500000 Penalty: 2585.627197
	Iteration 1F: 3 clusters Score -325326.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -326279.375000 Penalty: 2585.627197
	Iteration 2F: 3 clusters Score -326279.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -326990.718750 Penalty: 2585.627197
	Iteration 3F: 3 clusters Score -326990.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -327346.625000 Penalty: 2585.627197
	Iteration 4F: 3 clusters Score -327346.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -327538.281250 Penalty: 2585.627197
	Iteration 5Q: 3 clusters Score -327538.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -327659.656250 Penalty: 2585.627197
	Iteration 6Q: 3 clusters Score -327659.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -327787.218750 Penalty: 2585.627197
	Iteration 7Q: 3 clusters Score -327787.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -327838.843750 Penalty: 2585.627197
	Iteration 8Q: 3 clusters Score -327838.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -327861.656250 Penalty: 2585.627197
	Iteration 9Q: 3 clusters Score -327861.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -327874.125000 Penalty: 2585.627197
	Iteration 10Q: 3 clusters Score -327874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -327879.937500 Penalty: 2585.627197
	Iteration 11Q: 3 clusters Score -327879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -327883.000000 Penalty: 2585.627197
	Iteration 12Q: 3 clusters Score -327883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -327884.625000 Penalty: 2585.627197
	Iteration 13Q: 3 clusters Score -327884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -327886.062500 Penalty: 2585.627197
	Iteration 14Q: 3 clusters Score -327886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -327886.062500 Penalty: 2585.627197
	Iteration 15Q: 3 clusters Score -327886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -327887.375000 Penalty: 2585.627197
	Iteration 16Q: 3 clusters Score -327887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -327887.375000 Penalty: 2585.627197
	Iteration 17Q: 3 clusters Score -327887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -327887.375000 Penalty: 2585.627197
	Iteration 18F: 3 clusters Score -327887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 11409 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 129067 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 2073 members 
Entering Unmasked Estep 
Score: -59700916.000000 Penalty: 42499.742188
Splitting cluster 6 changes total score from -59699532.000000 to -59700916.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (11409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Entering Unmasked Estep 
Score: -1428139.875000 Penalty: 1518.100586
	Iteration 0F: 2 clusters Score -1428140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1420113.875000 Penalty: 3036.201172
	Iteration 0F: 3 clusters Score -1420114 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1422851.500000 Penalty: 3036.201172
	Iteration 1F: 3 clusters Score -1422852 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1423310.000000 Penalty: 3036.201172
	Iteration 2F: 3 clusters Score -1423310 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1423728.000000 Penalty: 3036.201172
	Iteration 3F: 3 clusters Score -1423728 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1424261.000000 Penalty: 3036.201172
	Iteration 4F: 3 clusters Score -1424261 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1424966.250000 Penalty: 3036.201172
	Iteration 5F: 3 clusters Score -1424966 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1425734.375000 Penalty: 3036.201172
	Iteration 6F: 3 clusters Score -1425734 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1426369.250000 Penalty: 3036.201172
	Iteration 7F: 3 clusters Score -1426369 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1426897.250000 Penalty: 3036.201172
	Iteration 8F: 3 clusters Score -1426897 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1427426.625000 Penalty: 3036.201172
	Iteration 9F: 3 clusters Score -1427427 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1428267.500000 Penalty: 3036.201172
	Iteration 10Q: 3 clusters Score -1428268 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1429596.875000 Penalty: 3036.201172
	Iteration 11F: 3 clusters Score -1429597 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1430389.125000 Penalty: 3036.201172
	Iteration 12F: 3 clusters Score -1430389 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1431093.875000 Penalty: 3036.201172
	Iteration 13Q: 3 clusters Score -1431094 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1431904.000000 Penalty: 3036.201172
	Iteration 14Q: 3 clusters Score -1431904 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1432509.375000 Penalty: 3036.201172
	Iteration 15Q: 3 clusters Score -1432509 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1432752.375000 Penalty: 3036.201172
	Iteration 16Q: 3 clusters Score -1432752 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1432865.750000 Penalty: 3036.201172
	Iteration 17Q: 3 clusters Score -1432866 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1432950.625000 Penalty: 3036.201172
	Iteration 18Q: 3 clusters Score -1432951 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1433002.000000 Penalty: 3036.201172
	Iteration 19Q: 3 clusters Score -1433002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1433065.000000 Penalty: 3036.201172
	Iteration 20F: 3 clusters Score -1433065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1433104.000000 Penalty: 3036.201172
	Iteration 21Q: 3 clusters Score -1433104 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1433120.000000 Penalty: 3036.201172
	Iteration 22Q: 3 clusters Score -1433120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1433131.875000 Penalty: 3036.201172
	Iteration 23Q: 3 clusters Score -1433132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1433138.875000 Penalty: 3036.201172
	Iteration 24Q: 3 clusters Score -1433139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1433140.750000 Penalty: 3036.201172
	Iteration 25Q: 3 clusters Score -1433141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1433144.875000 Penalty: 3036.201172
	Iteration 26Q: 3 clusters Score -1433145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1433147.250000 Penalty: 3036.201172
	Iteration 27Q: 3 clusters Score -1433147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1433145.500000 Penalty: 3036.201172
	Iteration 28Q: 3 clusters Score -1433146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1433141.875000 Penalty: 3036.201172
	Iteration 29Q: 3 clusters Score -1433142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1433145.125000 Penalty: 3036.201172
	Iteration 30Q: 3 clusters Score -1433145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1433146.250000 Penalty: 3036.201172
	Iteration 31Q: 3 clusters Score -1433146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1433145.250000 Penalty: 3036.201172
	Iteration 32Q: 3 clusters Score -1433145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1433145.250000 Penalty: 3036.201172
	Iteration 33F: 3 clusters Score -1433145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 35115 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 129067 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 6925 members 
Entering Unmasked Estep 
Score: -59705256.000000 Penalty: 44624.726562
Splitting cluster 7 changes total score from -59699532.000000 to -59705256.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (35115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Entering Unmasked Estep 
Score: -4437634.000000 Penalty: 1700.787354
	Iteration 0F: 2 clusters Score -4437634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4414044.500000 Penalty: 3401.574707
	Iteration 0F: 3 clusters Score -4414044 nChanged 16186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -4423103.000000 Penalty: 3401.574707
	Iteration 1F: 3 clusters Score -4423103 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -4423801.000000 Penalty: 3401.574707
	Iteration 2Q: 3 clusters Score -4423801 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -4424410.000000 Penalty: 3401.574707
	Iteration 3Q: 3 clusters Score -4424410 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4425082.000000 Penalty: 3401.574707
	Iteration 4Q: 3 clusters Score -4425082 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4425802.000000 Penalty: 3401.574707
	Iteration 5Q: 3 clusters Score -4425802 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4426597.000000 Penalty: 3401.574707
	Iteration 6Q: 3 clusters Score -4426597 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4427671.000000 Penalty: 3401.574707
	Iteration 7F: 3 clusters Score -4427671 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4428959.500000 Penalty: 3401.574707
	Iteration 8F: 3 clusters Score -4428960 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -4430155.500000 Penalty: 3401.574707
	Iteration 9F: 3 clusters Score -4430156 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4431175.500000 Penalty: 3401.574707
	Iteration 10Q: 3 clusters Score -4431176 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -4431924.000000 Penalty: 3401.574707
	Iteration 11Q: 3 clusters Score -4431924 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4432391.500000 Penalty: 3401.574707
	Iteration 12Q: 3 clusters Score -4432392 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4432655.000000 Penalty: 3401.574707
	Iteration 13Q: 3 clusters Score -4432655 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -4432835.000000 Penalty: 3401.574707
	Iteration 14Q: 3 clusters Score -4432835 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4432969.000000 Penalty: 3401.574707
	Iteration 15Q: 3 clusters Score -4432969 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4433066.000000 Penalty: 3401.574707
	Iteration 16Q: 3 clusters Score -4433066 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4433185.500000 Penalty: 3401.574707
	Iteration 17Q: 3 clusters Score -4433186 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4433304.500000 Penalty: 3401.574707
	Iteration 18Q: 3 clusters Score -4433304 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4433393.500000 Penalty: 3401.574707
	Iteration 19Q: 3 clusters Score -4433394 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4433503.000000 Penalty: 3401.574707
	Iteration 20F: 3 clusters Score -4433503 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -4433604.000000 Penalty: 3401.574707
	Iteration 21Q: 3 clusters Score -4433604 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -4433688.500000 Penalty: 3401.574707
	Iteration 22Q: 3 clusters Score -4433688 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4433815.500000 Penalty: 3401.574707
	Iteration 23Q: 3 clusters Score -4433816 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -4433897.500000 Penalty: 3401.574707
	Iteration 24Q: 3 clusters Score -4433898 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4433992.000000 Penalty: 3401.574707
	Iteration 25Q: 3 clusters Score -4433992 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4434031.000000 Penalty: 3401.574707
	Iteration 26Q: 3 clusters Score -4434031 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4434081.000000 Penalty: 3401.574707
	Iteration 27Q: 3 clusters Score -4434081 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4434127.000000 Penalty: 3401.574707
	Iteration 28Q: 3 clusters Score -4434127 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -4434169.500000 Penalty: 3401.574707
	Iteration 29Q: 3 clusters Score -4434170 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4434179.500000 Penalty: 3401.574707
	Iteration 30Q: 3 clusters Score -4434180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -4434184.500000 Penalty: 3401.574707
	Iteration 31Q: 3 clusters Score -4434184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4434206.500000 Penalty: 3401.574707
	Iteration 32Q: 3 clusters Score -4434206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4434220.500000 Penalty: 3401.574707
	Iteration 33Q: 3 clusters Score -4434220 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4434228.500000 Penalty: 3401.574707
	Iteration 34Q: 3 clusters Score -4434228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4434238.000000 Penalty: 3401.574707
	Iteration 35Q: 3 clusters Score -4434238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4434249.000000 Penalty: 3401.574707
	Iteration 36Q: 3 clusters Score -4434249 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4434253.500000 Penalty: 3401.574707
	Iteration 37Q: 3 clusters Score -4434254 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4434258.500000 Penalty: 3401.574707
	Iteration 38Q: 3 clusters Score -4434258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -4434257.000000 Penalty: 3401.574707
	Iteration 39Q: 3 clusters Score -4434257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4434267.000000 Penalty: 3401.574707
	Iteration 40F: 3 clusters Score -4434267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4434273.500000 Penalty: 3401.574707
	Iteration 41Q: 3 clusters Score -4434274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -4434273.000000 Penalty: 3401.574707
	Iteration 42Q: 3 clusters Score -4434273 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4434283.500000 Penalty: 3401.574707
	Iteration 43Q: 3 clusters Score -4434284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4434290.000000 Penalty: 3401.574707
	Iteration 44Q: 3 clusters Score -4434290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4434290.500000 Penalty: 3401.574707
	Iteration 45Q: 3 clusters Score -4434290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4434287.500000 Penalty: 3401.574707
	Iteration 46Q: 3 clusters Score -4434288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4434276.500000 Penalty: 3401.574707
	Iteration 47Q: 3 clusters Score -4434276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4434283.500000 Penalty: 3401.574707
	Iteration 48Q: 3 clusters Score -4434284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -4434278.500000 Penalty: 3401.574707
	Iteration 49Q: 3 clusters Score -4434278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4434292.000000 Penalty: 3401.574707
	Iteration 50Q: 3 clusters Score -4434292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -4434300.500000 Penalty: 3401.574707
	Iteration 51Q: 3 clusters Score -4434300 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4434297.000000 Penalty: 3401.574707
	Iteration 52Q: 3 clusters Score -4434297 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4434296.500000 Penalty: 3401.574707
	Iteration 53Q: 3 clusters Score -4434296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4434300.000000 Penalty: 3401.574707
	Iteration 54Q: 3 clusters Score -4434300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -4434295.500000 Penalty: 3401.574707
	Iteration 55Q: 3 clusters Score -4434296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4434292.500000 Penalty: 3401.574707
	Iteration 56Q: 3 clusters Score -4434292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4434300.500000 Penalty: 3401.574707
	Iteration 57Q: 3 clusters Score -4434300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -4434303.500000 Penalty: 3401.574707
	Iteration 58Q: 3 clusters Score -4434304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -4434321.000000 Penalty: 3401.574707
	Iteration 59Q: 3 clusters Score -4434321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4434335.500000 Penalty: 3401.574707
	Iteration 60F: 3 clusters Score -4434336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4434338.500000 Penalty: 3401.574707
	Iteration 61Q: 3 clusters Score -4434338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4434333.000000 Penalty: 3401.574707
	Iteration 62Q: 3 clusters Score -4434333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4434337.000000 Penalty: 3401.574707
	Iteration 63Q: 3 clusters Score -4434337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4434335.500000 Penalty: 3401.574707
	Iteration 64Q: 3 clusters Score -4434336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -4434343.000000 Penalty: 3401.574707
	Iteration 65Q: 3 clusters Score -4434343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4434347.500000 Penalty: 3401.574707
	Iteration 66Q: 3 clusters Score -4434348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -4434347.500000 Penalty: 3401.574707
	Iteration 67Q: 3 clusters Score -4434348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4434357.000000 Penalty: 3401.574707
	Iteration 68Q: 3 clusters Score -4434357 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4434363.500000 Penalty: 3401.574707
	Iteration 69Q: 3 clusters Score -4434364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4434364.500000 Penalty: 3401.574707
	Iteration 70Q: 3 clusters Score -4434364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4434376.000000 Penalty: 3401.574707
	Iteration 71Q: 3 clusters Score -4434376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4434390.000000 Penalty: 3401.574707
	Iteration 72Q: 3 clusters Score -4434390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -4434386.500000 Penalty: 3401.574707
	Iteration 73Q: 3 clusters Score -4434386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4434392.000000 Penalty: 3401.574707
	Iteration 74Q: 3 clusters Score -4434392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4434389.500000 Penalty: 3401.574707
	Iteration 75Q: 3 clusters Score -4434390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4434389.500000 Penalty: 3401.574707
	Iteration 76Q: 3 clusters Score -4434390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4434401.500000 Penalty: 3401.574707
	Iteration 77Q: 3 clusters Score -4434402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -4434418.500000 Penalty: 3401.574707
	Iteration 78Q: 3 clusters Score -4434418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4434416.000000 Penalty: 3401.574707
	Iteration 79Q: 3 clusters Score -4434416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4434428.000000 Penalty: 3401.574707
	Iteration 80F: 3 clusters Score -4434428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4434438.500000 Penalty: 3401.574707
	Iteration 81Q: 3 clusters Score -4434438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -4434441.500000 Penalty: 3401.574707
	Iteration 82Q: 3 clusters Score -4434442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4434448.000000 Penalty: 3401.574707
	Iteration 83Q: 3 clusters Score -4434448 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4434460.500000 Penalty: 3401.574707
	Iteration 84Q: 3 clusters Score -4434460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -4434452.000000 Penalty: 3401.574707
	Iteration 85Q: 3 clusters Score -4434452 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4434454.500000 Penalty: 3401.574707
	Iteration 86Q: 3 clusters Score -4434454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -4434444.000000 Penalty: 3401.574707
	Iteration 87Q: 3 clusters Score -4434444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4434457.500000 Penalty: 3401.574707
	Iteration 88Q: 3 clusters Score -4434458 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4434460 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4434468.000000 Penalty: 3401.574707
	Iteration 90Q: 3 clusters Score -4434468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4434478.000000 Penalty: 3401.574707
	Iteration 91Q: 3 clusters Score -4434478 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4434488.000000 Penalty: 3401.574707
	Iteration 92Q: 3 clusters Score -4434488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -4434501.500000 Penalty: 3401.574707
	Iteration 93Q: 3 clusters Score -4434502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4434503.000000 Penalty: 3401.574707
	Iteration 94Q: 3 clusters Score -4434503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4434515.000000 Penalty: 3401.574707
	Iteration 95Q: 3 clusters Score -4434515 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -4434527.500000 Penalty: 3401.574707
	Iteration 96Q: 3 clusters Score -4434528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4434539.000000 Penalty: 3401.574707
	Iteration 97Q: 3 clusters Score -4434539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4434538.000000 Penalty: 3401.574707
	Iteration 98Q: 3 clusters Score -4434538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -4434551.000000 Penalty: 3401.574707
	Iteration 99Q: 3 clusters Score -4434551 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4434535.000000 Penalty: 3401.574707
	Iteration 100F: 3 clusters Score -4434535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4434556.500000 Penalty: 3401.574707
	Iteration 101Q: 3 clusters Score -4434556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4434563.500000 Penalty: 3401.574707
	Iteration 102Q: 3 clusters Score -4434564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -4434563.500000 Penalty: 3401.574707
	Iteration 103Q: 3 clusters Score -4434564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -4434576.500000 Penalty: 3401.574707
	Iteration 104Q: 3 clusters Score -4434576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4434576.500000 Penalty: 3401.574707
	Iteration 105Q: 3 clusters Score -4434576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -4434580.500000 Penalty: 3401.574707
	Iteration 106Q: 3 clusters Score -4434580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4434583.500000 Penalty: 3401.574707
	Iteration 107Q: 3 clusters Score -4434584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4434594.500000 Penalty: 3401.574707
	Iteration 108Q: 3 clusters Score -4434594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -4434615.000000 Penalty: 3401.574707
	Iteration 109Q: 3 clusters Score -4434615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4434626.500000 Penalty: 3401.574707
	Iteration 110Q: 3 clusters Score -4434626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4434638.500000 Penalty: 3401.574707
	Iteration 111Q: 3 clusters Score -4434638 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4434638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -4434671.500000 Penalty: 3401.574707
	Iteration 113Q: 3 clusters Score -4434672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4434676.500000 Penalty: 3401.574707
	Iteration 114Q: 3 clusters Score -4434676 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -4434697.000000 Penalty: 3401.574707
	Iteration 115Q: 3 clusters Score -4434697 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4434699.000000 Penalty: 3401.574707
	Iteration 116Q: 3 clusters Score -4434699 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4434709.500000 Penalty: 3401.574707
	Iteration 117Q: 3 clusters Score -4434710 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4434712.000000 Penalty: 3401.574707
	Iteration 118Q: 3 clusters Score -4434712 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4434723.500000 Penalty: 3401.574707
	Iteration 119Q: 3 clusters Score -4434724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4434742.000000 Penalty: 3401.574707
	Iteration 120F: 3 clusters Score -4434742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4434762.500000 Penalty: 3401.574707
	Iteration 121Q: 3 clusters Score -4434762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4434779.500000 Penalty: 3401.574707
	Iteration 122Q: 3 clusters Score -4434780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4434820.000000 Penalty: 3401.574707
	Iteration 123Q: 3 clusters Score -4434820 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4434843.000000 Penalty: 3401.574707
	Iteration 124Q: 3 clusters Score -4434843 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4434869 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -4434905.500000 Penalty: 3401.574707
	Iteration 126Q: 3 clusters Score -4434906 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4434941.500000 Penalty: 3401.574707
	Iteration 127Q: 3 clusters Score -4434942 nChanged 276
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4434983.500000 Penalty: 3401.574707
	Iteration 128Q: 3 clusters Score -4434984 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -4435030.500000 Penalty: 3401.574707
	Iteration 129Q: 3 clusters Score -4435030 nChanged 285
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Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4435084 nChanged 277
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Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4435133.500000 Penalty: 3401.574707
	Iteration 131Q: 3 clusters Score -4435134 nChanged 285
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4435169.000000 Penalty: 3401.574707
	Iteration 132Q: 3 clusters Score -4435169 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4435217.500000 Penalty: 3401.574707
	Iteration 133Q: 3 clusters Score -4435218 nChanged 279
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Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4435279.500000 Penalty: 3401.574707
	Iteration 134Q: 3 clusters Score -4435280 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4435348.000000 Penalty: 3401.574707
	Iteration 135Q: 3 clusters Score -4435348 nChanged 306
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4435376.000000 Penalty: 3401.574707
	Iteration 136Q: 3 clusters Score -4435376 nChanged 306
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Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4435436.500000 Penalty: 3401.574707
	Iteration 137Q: 3 clusters Score -4435436 nChanged 318
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Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4435512.000000 Penalty: 3401.574707
	Iteration 138Q: 3 clusters Score -4435512 nChanged 358
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Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -4435603.500000 Penalty: 3401.574707
	Iteration 139Q: 3 clusters Score -4435604 nChanged 364
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4435695.000000 Penalty: 3401.574707
	Iteration 140F: 3 clusters Score -4435695 nChanged 344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4435781.500000 Penalty: 3401.574707
	Iteration 141Q: 3 clusters Score -4435782 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -4435839.500000 Penalty: 3401.574707
	Iteration 142Q: 3 clusters Score -4435840 nChanged 327
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Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -4435905.500000 Penalty: 3401.574707
	Iteration 143Q: 3 clusters Score -4435906 nChanged 347
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Mstep: Class 1 contains 24930 members 
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Entering Unmasked Estep 
Score: -4435992.500000 Penalty: 3401.574707
	Iteration 144Q: 3 clusters Score -4435992 nChanged 357
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Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4436079.500000 Penalty: 3401.574707
	Iteration 145Q: 3 clusters Score -4436080 nChanged 368
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Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -4436182.500000 Penalty: 3401.574707
	Iteration 146Q: 3 clusters Score -4436182 nChanged 355
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Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4436284.000000 Penalty: 3401.574707
	Iteration 147Q: 3 clusters Score -4436284 nChanged 348
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Mstep: Class 2 contains 8761 members 
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Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 8412 members 
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Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 8040 members 
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Mstep: Class 2 contains 7714 members 
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Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 7375 members 
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	Iteration 152Q: 3 clusters Score -4436778 nChanged 340
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	Iteration 153Q: 3 clusters Score -4436890 nChanged 324
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	Iteration 154Q: 3 clusters Score -4436986 nChanged 298
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	Iteration 155Q: 3 clusters Score -4437069 nChanged 272
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	Iteration 159Q: 3 clusters Score -4437410 nChanged 213
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	Iteration 160F: 3 clusters Score -4437472 nChanged 180
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	Iteration 163Q: 3 clusters Score -4437592 nChanged 132
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	Iteration 164Q: 3 clusters Score -4437631 nChanged 126
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	Iteration 165Q: 3 clusters Score -4437664 nChanged 116
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	Iteration 166Q: 3 clusters Score -4437676 nChanged 113
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	Iteration 167Q: 3 clusters Score -4437684 nChanged 95
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	Iteration 168Q: 3 clusters Score -4437694 nChanged 78
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	Iteration 169Q: 3 clusters Score -4437718 nChanged 58
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	Iteration 171Q: 3 clusters Score -4437729 nChanged 39
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	Iteration 172Q: 3 clusters Score -4437729 nChanged 40
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	Iteration 173Q: 3 clusters Score -4437742 nChanged 30
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	Iteration 174Q: 3 clusters Score -4437739 nChanged 34
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	Iteration 175Q: 3 clusters Score -4437739 nChanged 26
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	Iteration 177Q: 3 clusters Score -4437748 nChanged 25
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	Iteration 179Q: 3 clusters Score -4437760 nChanged 24
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	Iteration 180F: 3 clusters Score -4437762 nChanged 23
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	Iteration 185Q: 3 clusters Score -4437769 nChanged 24
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	Iteration 186Q: 3 clusters Score -4437776 nChanged 32
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Mstep: Class 1 contains 31565 members 
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	Iteration 187Q: 3 clusters Score -4437790 nChanged 30
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	Iteration 189Q: 3 clusters Score -4437794 nChanged 36
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Mstep: Class 1 contains 31690 members 
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	Iteration 191Q: 3 clusters Score -4437800 nChanged 39
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	Iteration 192Q: 3 clusters Score -4437814 nChanged 34
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4437812 nChanged 35
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	Iteration 194Q: 3 clusters Score -4437818 nChanged 38
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -4437828 nChanged 37
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	Iteration 196Q: 3 clusters Score -4437842 nChanged 43
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Mstep: Class 1 contains 31904 members 
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	Iteration 197Q: 3 clusters Score -4437843 nChanged 39
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	Iteration 198Q: 3 clusters Score -4437846 nChanged 45
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	Iteration 199Q: 3 clusters Score -4437858 nChanged 45
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	Iteration 200F: 3 clusters Score -4437864 nChanged 44
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	Iteration 201Q: 3 clusters Score -4437860 nChanged 48
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	Iteration 202Q: 3 clusters Score -4437867 nChanged 44
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	Iteration 203Q: 3 clusters Score -4437878 nChanged 32
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	Iteration 204Q: 3 clusters Score -4437878 nChanged 30
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	Iteration 205Q: 3 clusters Score -4437886 nChanged 21
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	Iteration 206Q: 3 clusters Score -4437892 nChanged 14
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	Iteration 207Q: 3 clusters Score -4437890 nChanged 12
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	Iteration 208Q: 3 clusters Score -4437890 nChanged 12
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -4437906 nChanged 17
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	Iteration 210Q: 3 clusters Score -4437904 nChanged 19
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	Iteration 211Q: 3 clusters Score -4437910 nChanged 16
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4437918 nChanged 14
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4437925 nChanged 10
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4437920 nChanged 14
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4437922 nChanged 16
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Mstep: Class 1 contains 32314 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4437921 nChanged 14
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4437922 nChanged 9
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4437923 nChanged 13
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4437920 nChanged 15
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4437918 nChanged 14
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	Iteration 221Q: 3 clusters Score -4437921 nChanged 18
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4437936 nChanged 20
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Mstep: Class 1 contains 32397 members 
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4437936 nChanged 17
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4437936 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32432 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4437930 nChanged 28
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4437948 nChanged 25
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4437946 nChanged 30
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	Iteration 228Q: 3 clusters Score -4437946 nChanged 23
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	Iteration 229Q: 3 clusters Score -4437942 nChanged 11
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	Iteration 230Q: 3 clusters Score -4437949 nChanged 11
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	Iteration 231Q: 3 clusters Score -4437944 nChanged 14
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	Iteration 232Q: 3 clusters Score -4437941 nChanged 20
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	Iteration 233Q: 3 clusters Score -4437946 nChanged 24
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	Iteration 234Q: 3 clusters Score -4437958 nChanged 26
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	Iteration 235Q: 3 clusters Score -4437966 nChanged 19
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	Iteration 236Q: 3 clusters Score -4437970 nChanged 14
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	Iteration 237Q: 3 clusters Score -4437974 nChanged 9
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	Iteration 238Q: 3 clusters Score -4437972 nChanged 4
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	Iteration 239Q: 3 clusters Score -4437972 nChanged 7
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -4437972 nChanged 8
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	Iteration 241Q: 3 clusters Score -4437972 nChanged 10
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	Iteration 242Q: 3 clusters Score -4437974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4437973.000000 Penalty: 3401.574707
	Iteration 243Q: 3 clusters Score -4437973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4437979.000000 Penalty: 3401.574707
	Iteration 244Q: 3 clusters Score -4437979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4437977.000000 Penalty: 3401.574707
	Iteration 245Q: 3 clusters Score -4437977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4437978.500000 Penalty: 3401.574707
	Iteration 246Q: 3 clusters Score -4437978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4437975.000000 Penalty: 3401.574707
	Iteration 247Q: 3 clusters Score -4437975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4437974.500000 Penalty: 3401.574707
	Iteration 248Q: 3 clusters Score -4437974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4437974.500000 Penalty: 3401.574707
	Iteration 249F: 3 clusters Score -4437974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 129067 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 6925 members 
Mstep: Class 22 contains 2468 members 
Entering Unmasked Estep 
Score: -59705288.000000 Penalty: 46749.714844
Splitting cluster 8 changes total score from -59699532.000000 to -59705288.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (11425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Entering Unmasked Estep 
Score: -1424483.000000 Penalty: 1518.328369
	Iteration 0F: 2 clusters Score -1424483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1416464.125000 Penalty: 3036.656738
	Iteration 0F: 3 clusters Score -1416464 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1419396.125000 Penalty: 3036.656738
	Iteration 1F: 3 clusters Score -1419396 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1419923.500000 Penalty: 3036.656738
	Iteration 2F: 3 clusters Score -1419924 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1420405.125000 Penalty: 3036.656738
	Iteration 3F: 3 clusters Score -1420405 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1420852.625000 Penalty: 3036.656738
	Iteration 4F: 3 clusters Score -1420853 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1421227.500000 Penalty: 3036.656738
	Iteration 5F: 3 clusters Score -1421228 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1421569.375000 Penalty: 3036.656738
	Iteration 6Q: 3 clusters Score -1421569 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1421922.375000 Penalty: 3036.656738
	Iteration 7Q: 3 clusters Score -1421922 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1422271.375000 Penalty: 3036.656738
	Iteration 8Q: 3 clusters Score -1422271 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1422604.000000 Penalty: 3036.656738
	Iteration 9Q: 3 clusters Score -1422604 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1422937.000000 Penalty: 3036.656738
	Iteration 10Q: 3 clusters Score -1422937 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1423232.875000 Penalty: 3036.656738
	Iteration 11Q: 3 clusters Score -1423233 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1423448.375000 Penalty: 3036.656738
	Iteration 12Q: 3 clusters Score -1423448 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1423606.750000 Penalty: 3036.656738
	Iteration 13Q: 3 clusters Score -1423607 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1423750.750000 Penalty: 3036.656738
	Iteration 14Q: 3 clusters Score -1423751 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1423865.875000 Penalty: 3036.656738
	Iteration 15Q: 3 clusters Score -1423866 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1423933.750000 Penalty: 3036.656738
	Iteration 16Q: 3 clusters Score -1423934 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1424008.625000 Penalty: 3036.656738
	Iteration 17Q: 3 clusters Score -1424009 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1424066.625000 Penalty: 3036.656738
	Iteration 18Q: 3 clusters Score -1424067 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1424125.625000 Penalty: 3036.656738
	Iteration 19Q: 3 clusters Score -1424126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1424155.000000 Penalty: 3036.656738
	Iteration 20F: 3 clusters Score -1424155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1424187.000000 Penalty: 3036.656738
	Iteration 21Q: 3 clusters Score -1424187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1424213.125000 Penalty: 3036.656738
	Iteration 22Q: 3 clusters Score -1424213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1424233.625000 Penalty: 3036.656738
	Iteration 23Q: 3 clusters Score -1424234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1424244.875000 Penalty: 3036.656738
	Iteration 24Q: 3 clusters Score -1424245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1424257.500000 Penalty: 3036.656738
	Iteration 25Q: 3 clusters Score -1424258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1424263.500000 Penalty: 3036.656738
	Iteration 26Q: 3 clusters Score -1424264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1424270.750000 Penalty: 3036.656738
	Iteration 27Q: 3 clusters Score -1424271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1424277.250000 Penalty: 3036.656738
	Iteration 28Q: 3 clusters Score -1424277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1424283.875000 Penalty: 3036.656738
	Iteration 29Q: 3 clusters Score -1424284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1424286.500000 Penalty: 3036.656738
	Iteration 30Q: 3 clusters Score -1424286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1424290.125000 Penalty: 3036.656738
	Iteration 31Q: 3 clusters Score -1424290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1424292.750000 Penalty: 3036.656738
	Iteration 32Q: 3 clusters Score -1424293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1424291.500000 Penalty: 3036.656738
	Iteration 33Q: 3 clusters Score -1424292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1424297.375000 Penalty: 3036.656738
	Iteration 34Q: 3 clusters Score -1424297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1424297.750000 Penalty: 3036.656738
	Iteration 35Q: 3 clusters Score -1424298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1424300.750000 Penalty: 3036.656738
	Iteration 36Q: 3 clusters Score -1424301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1424300.750000 Penalty: 3036.656738
	Iteration 37Q: 3 clusters Score -1424301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1424299.250000 Penalty: 3036.656738
	Iteration 38Q: 3 clusters Score -1424299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1424299.750000 Penalty: 3036.656738
	Iteration 39Q: 3 clusters Score -1424300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1424302.250000 Penalty: 3036.656738
	Iteration 40F: 3 clusters Score -1424302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1424302.875000 Penalty: 3036.656738
	Iteration 41Q: 3 clusters Score -1424303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1424304.250000 Penalty: 3036.656738
	Iteration 42Q: 3 clusters Score -1424304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1424304.000000 Penalty: 3036.656738
	Iteration 43Q: 3 clusters Score -1424304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1424306.250000 Penalty: 3036.656738
	Iteration 44Q: 3 clusters Score -1424306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1424309.875000 Penalty: 3036.656738
	Iteration 45Q: 3 clusters Score -1424310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1424307.625000 Penalty: 3036.656738
	Iteration 46Q: 3 clusters Score -1424308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1424308.750000 Penalty: 3036.656738
	Iteration 47Q: 3 clusters Score -1424309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1424309.000000 Penalty: 3036.656738
	Iteration 48Q: 3 clusters Score -1424309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1424309.000000 Penalty: 3036.656738
	Iteration 49F: 3 clusters Score -1424309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -139104.093750 Penalty: 1141.505493
	Iteration 0F: 2 clusters Score -139104.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137576.828125 Penalty: 2283.010986
	Iteration 0F: 3 clusters Score -137576.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137855.578125 Penalty: 2283.010986
	Iteration 1F: 3 clusters Score -137855.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137934.906250 Penalty: 2283.010986
	Iteration 2F: 3 clusters Score -137934.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137985.953125 Penalty: 2283.010986
	Iteration 3Q: 3 clusters Score -137986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138018.468750 Penalty: 2283.010986
	Iteration 4Q: 3 clusters Score -138018.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138043.703125 Penalty: 2283.010986
	Iteration 5Q: 3 clusters Score -138043.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -138064.468750 Penalty: 2283.010986
	Iteration 6Q: 3 clusters Score -138064.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -138075.640625 Penalty: 2283.010986
	Iteration 7Q: 3 clusters Score -138075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -138091.140625 Penalty: 2283.010986
	Iteration 8Q: 3 clusters Score -138091.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138097.078125 Penalty: 2283.010986
	Iteration 9Q: 3 clusters Score -138097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138099.750000 Penalty: 2283.010986
	Iteration 10Q: 3 clusters Score -138099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138100.062500 Penalty: 2283.010986
	Iteration 11Q: 3 clusters Score -138100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138100.062500 Penalty: 2283.010986
	Iteration 12F: 3 clusters Score -138100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Entering Unmasked Estep 
Score: -1718916.375000 Penalty: 1547.111938
	Iteration 0F: 2 clusters Score -1718916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1709391.625000 Penalty: 3094.223877
	Iteration 0F: 3 clusters Score -1709392 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1712797.375000 Penalty: 3094.223877
	Iteration 1F: 3 clusters Score -1712797 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1713256.125000 Penalty: 3094.223877
	Iteration 2F: 3 clusters Score -1713256 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1713657.375000 Penalty: 3094.223877
	Iteration 3F: 3 clusters Score -1713657 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1714035.750000 Penalty: 3094.223877
	Iteration 4F: 3 clusters Score -1714036 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1714461.000000 Penalty: 3094.223877
	Iteration 5F: 3 clusters Score -1714461 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1714988.000000 Penalty: 3094.223877
	Iteration 6F: 3 clusters Score -1714988 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1715658.875000 Penalty: 3094.223877
	Iteration 7F: 3 clusters Score -1715659 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1716431.750000 Penalty: 3094.223877
	Iteration 8F: 3 clusters Score -1716432 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1717145.250000 Penalty: 3094.223877
	Iteration 9F: 3 clusters Score -1717145 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1717623.625000 Penalty: 3094.223877
	Iteration 10Q: 3 clusters Score -1717624 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1717908.250000 Penalty: 3094.223877
	Iteration 11Q: 3 clusters Score -1717908 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1718061.125000 Penalty: 3094.223877
	Iteration 12Q: 3 clusters Score -1718061 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1718178.250000 Penalty: 3094.223877
	Iteration 13Q: 3 clusters Score -1718178 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1718271.375000 Penalty: 3094.223877
	Iteration 14Q: 3 clusters Score -1718271 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1718375.625000 Penalty: 3094.223877
	Iteration 15Q: 3 clusters Score -1718376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1718449.375000 Penalty: 3094.223877
	Iteration 16Q: 3 clusters Score -1718449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1718532.500000 Penalty: 3094.223877
	Iteration 17Q: 3 clusters Score -1718532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1718611.750000 Penalty: 3094.223877
	Iteration 18Q: 3 clusters Score -1718612 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1718683.250000 Penalty: 3094.223877
	Iteration 19Q: 3 clusters Score -1718683 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1718744.875000 Penalty: 3094.223877
	Iteration 20F: 3 clusters Score -1718745 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1718795.125000 Penalty: 3094.223877
	Iteration 21Q: 3 clusters Score -1718795 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1718828.875000 Penalty: 3094.223877
	Iteration 22Q: 3 clusters Score -1718829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1718849.750000 Penalty: 3094.223877
	Iteration 23Q: 3 clusters Score -1718850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1718863.375000 Penalty: 3094.223877
	Iteration 24Q: 3 clusters Score -1718863 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1718871.625000 Penalty: 3094.223877
	Iteration 25Q: 3 clusters Score -1718872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1718879.625000 Penalty: 3094.223877
	Iteration 26Q: 3 clusters Score -1718880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1718887.125000 Penalty: 3094.223877
	Iteration 27Q: 3 clusters Score -1718887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1718893.750000 Penalty: 3094.223877
	Iteration 28Q: 3 clusters Score -1718894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1718896.375000 Penalty: 3094.223877
	Iteration 29Q: 3 clusters Score -1718896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1718897.625000 Penalty: 3094.223877
	Iteration 30Q: 3 clusters Score -1718898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1718900.750000 Penalty: 3094.223877
	Iteration 31Q: 3 clusters Score -1718901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1718900.250000 Penalty: 3094.223877
	Iteration 32Q: 3 clusters Score -1718900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1718904.125000 Penalty: 3094.223877
	Iteration 33Q: 3 clusters Score -1718904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1718904.500000 Penalty: 3094.223877
	Iteration 34Q: 3 clusters Score -1718904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1718907.500000 Penalty: 3094.223877
	Iteration 35Q: 3 clusters Score -1718908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1718904.250000 Penalty: 3094.223877
	Iteration 36Q: 3 clusters Score -1718904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1718907.875000 Penalty: 3094.223877
	Iteration 37Q: 3 clusters Score -1718908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1718906.875000 Penalty: 3094.223877
	Iteration 38Q: 3 clusters Score -1718907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1718906.875000 Penalty: 3094.223877
	Iteration 39F: 3 clusters Score -1718907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -367152.875000 Penalty: 1304.464844
	Iteration 0F: 2 clusters Score -367152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -364362.906250 Penalty: 2608.929688
	Iteration 0F: 3 clusters Score -364362.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -365035.093750 Penalty: 2608.929688
	Iteration 1F: 3 clusters Score -365035.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -365182.562500 Penalty: 2608.929688
	Iteration 2F: 3 clusters Score -365182.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -365271.750000 Penalty: 2608.929688
	Iteration 3Q: 3 clusters Score -365271.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -365343.875000 Penalty: 2608.929688
	Iteration 4Q: 3 clusters Score -365343.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -365384.125000 Penalty: 2608.929688
	Iteration 5Q: 3 clusters Score -365384.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -365422.625000 Penalty: 2608.929688
	Iteration 6Q: 3 clusters Score -365422.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -365451.875000 Penalty: 2608.929688
	Iteration 7Q: 3 clusters Score -365451.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -365471.843750 Penalty: 2608.929688
	Iteration 8Q: 3 clusters Score -365471.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -365490.625000 Penalty: 2608.929688
	Iteration 9Q: 3 clusters Score -365490.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -365504.156250 Penalty: 2608.929688
	Iteration 10Q: 3 clusters Score -365504.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -365514.500000 Penalty: 2608.929688
	Iteration 11Q: 3 clusters Score -365514.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -365519.937500 Penalty: 2608.929688
	Iteration 12Q: 3 clusters Score -365519.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -365527.625000 Penalty: 2608.929688
	Iteration 13Q: 3 clusters Score -365527.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -365533.812500 Penalty: 2608.929688
	Iteration 14Q: 3 clusters Score -365533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -365537.312500 Penalty: 2608.929688
	Iteration 15Q: 3 clusters Score -365537.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -365540.500000 Penalty: 2608.929688
	Iteration 16Q: 3 clusters Score -365540.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -365544.343750 Penalty: 2608.929688
	Iteration 17Q: 3 clusters Score -365544.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -365549.406250 Penalty: 2608.929688
	Iteration 18Q: 3 clusters Score -365549.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -365552.656250 Penalty: 2608.929688
	Iteration 19Q: 3 clusters Score -365552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -365554.656250 Penalty: 2608.929688
	Iteration 20F: 3 clusters Score -365554.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -365560.593750 Penalty: 2608.929688
	Iteration 21Q: 3 clusters Score -365560.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -365564.312500 Penalty: 2608.929688
	Iteration 22Q: 3 clusters Score -365564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -365566.875000 Penalty: 2608.929688
	Iteration 23Q: 3 clusters Score -365566.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -365569.062500 Penalty: 2608.929688
	Iteration 24Q: 3 clusters Score -365569.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -365570.375000 Penalty: 2608.929688
	Iteration 25Q: 3 clusters Score -365570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -365573.187500 Penalty: 2608.929688
	Iteration 26Q: 3 clusters Score -365573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -365574.468750 Penalty: 2608.929688
	Iteration 27Q: 3 clusters Score -365574.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -365577.718750 Penalty: 2608.929688
	Iteration 28Q: 3 clusters Score -365577.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -365578.781250 Penalty: 2608.929688
	Iteration 29Q: 3 clusters Score -365578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -365581.031250 Penalty: 2608.929688
	Iteration 30Q: 3 clusters Score -365581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -365582.968750 Penalty: 2608.929688
	Iteration 31Q: 3 clusters Score -365583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -365584.406250 Penalty: 2608.929688
	Iteration 32Q: 3 clusters Score -365584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -365585.125000 Penalty: 2608.929688
	Iteration 33Q: 3 clusters Score -365585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -365586.437500 Penalty: 2608.929688
	Iteration 34Q: 3 clusters Score -365586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -365587.187500 Penalty: 2608.929688
	Iteration 35Q: 3 clusters Score -365587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -365588.156250 Penalty: 2608.929688
	Iteration 36Q: 3 clusters Score -365588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -365589.875000 Penalty: 2608.929688
	Iteration 37Q: 3 clusters Score -365589.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -365592.656250 Penalty: 2608.929688
	Iteration 38Q: 3 clusters Score -365592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -365595.312500 Penalty: 2608.929688
	Iteration 39Q: 3 clusters Score -365595.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -365596.968750 Penalty: 2608.929688
	Iteration 40F: 3 clusters Score -365597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -365598.656250 Penalty: 2608.929688
	Iteration 41Q: 3 clusters Score -365598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -365600.218750 Penalty: 2608.929688
	Iteration 42Q: 3 clusters Score -365600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -365600.687500 Penalty: 2608.929688
	Iteration 43Q: 3 clusters Score -365600.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -365602.250000 Penalty: 2608.929688
	Iteration 44Q: 3 clusters Score -365602.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -365603.937500 Penalty: 2608.929688
	Iteration 45Q: 3 clusters Score -365603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -365603.593750 Penalty: 2608.929688
	Iteration 46Q: 3 clusters Score -365603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -365604.250000 Penalty: 2608.929688
	Iteration 47Q: 3 clusters Score -365604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -365605.406250 Penalty: 2608.929688
	Iteration 48Q: 3 clusters Score -365605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -365605.500000 Penalty: 2608.929688
	Iteration 49Q: 3 clusters Score -365605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -365605.812500 Penalty: 2608.929688
	Iteration 50Q: 3 clusters Score -365605.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -365605.812500 Penalty: 2608.929688
	Iteration 51F: 3 clusters Score -365605.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (85109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Entering Unmasked Estep 
Score: -10930348.000000 Penalty: 1844.649414
	Iteration 0F: 2 clusters Score -1.093035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -10873899.000000 Penalty: 3689.298828
	Iteration 0F: 3 clusters Score -1.08739e+07 nChanged 40595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -10898169.000000 Penalty: 3689.298828
	Iteration 1F: 3 clusters Score -1.089817e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -10900007.000000 Penalty: 3689.298828
	Iteration 2F: 3 clusters Score -1.090001e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -10902420.000000 Penalty: 3689.298828
	Iteration 3F: 3 clusters Score -1.090242e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -10905686.000000 Penalty: 3689.298828
	Iteration 4F: 3 clusters Score -1.090569e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -10909289.000000 Penalty: 3689.298828
	Iteration 5F: 3 clusters Score -1.090929e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -10912888.000000 Penalty: 3689.298828
	Iteration 6F: 3 clusters Score -1.091289e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -10916433.000000 Penalty: 3689.298828
	Iteration 7F: 3 clusters Score -1.091643e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -10919610.000000 Penalty: 3689.298828
	Iteration 8F: 3 clusters Score -1.091961e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -10922459.000000 Penalty: 3689.298828
	Iteration 9Q: 3 clusters Score -1.092246e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -10924697.000000 Penalty: 3689.298828
	Iteration 10Q: 3 clusters Score -1.09247e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -10926411.000000 Penalty: 3689.298828
	Iteration 11Q: 3 clusters Score -1.092641e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82263 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10927446.000000 Penalty: 3689.298828
	Iteration 12Q: 3 clusters Score -1.092745e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10928054.000000 Penalty: 3689.298828
	Iteration 13Q: 3 clusters Score -1.092805e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10928426.000000 Penalty: 3689.298828
	Iteration 14Q: 3 clusters Score -1.092843e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10928589.000000 Penalty: 3689.298828
	Iteration 15Q: 3 clusters Score -1.092859e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10928713.000000 Penalty: 3689.298828
	Iteration 16Q: 3 clusters Score -1.092871e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10928750.000000 Penalty: 3689.298828
	Iteration 17Q: 3 clusters Score -1.092875e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84361 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10928813.000000 Penalty: 3689.298828
	Iteration 18Q: 3 clusters Score -1.092881e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10928845.000000 Penalty: 3689.298828
	Iteration 19Q: 3 clusters Score -1.092884e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10928866.000000 Penalty: 3689.298828
	Iteration 20F: 3 clusters Score -1.092887e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10928884.000000 Penalty: 3689.298828
	Iteration 21Q: 3 clusters Score -1.092888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10928891.000000 Penalty: 3689.298828
	Iteration 22Q: 3 clusters Score -1.092889e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10928895.000000 Penalty: 3689.298828
	Iteration 23Q: 3 clusters Score -1.09289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84520 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10928918.000000 Penalty: 3689.298828
	Iteration 24Q: 3 clusters Score -1.092892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10928912.000000 Penalty: 3689.298828
	Iteration 25Q: 3 clusters Score -1.092891e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10928921.000000 Penalty: 3689.298828
	Iteration 26Q: 3 clusters Score -1.092892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10928918.000000 Penalty: 3689.298828
	Iteration 27Q: 3 clusters Score -1.092892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10928938.000000 Penalty: 3689.298828
	Iteration 28Q: 3 clusters Score -1.092894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10928933.000000 Penalty: 3689.298828
	Iteration 29Q: 3 clusters Score -1.092893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10928942.000000 Penalty: 3689.298828
	Iteration 30Q: 3 clusters Score -1.092894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10928941.000000 Penalty: 3689.298828
	Iteration 31Q: 3 clusters Score -1.092894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10928942.000000 Penalty: 3689.298828
	Iteration 32Q: 3 clusters Score -1.092894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84557 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10928953.000000 Penalty: 3689.298828
	Iteration 33Q: 3 clusters Score -1.092895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10928965.000000 Penalty: 3689.298828
	Iteration 34Q: 3 clusters Score -1.092896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10928980.000000 Penalty: 3689.298828
	Iteration 35Q: 3 clusters Score -1.092898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10928977.000000 Penalty: 3689.298828
	Iteration 36Q: 3 clusters Score -1.092898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10928986.000000 Penalty: 3689.298828
	Iteration 37Q: 3 clusters Score -1.092899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10928986.000000 Penalty: 3689.298828
	Iteration 38Q: 3 clusters Score -1.092899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10928993.000000 Penalty: 3689.298828
	Iteration 39Q: 3 clusters Score -1.092899e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10928993.000000 Penalty: 3689.298828
	Iteration 40F: 3 clusters Score -1.092899e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (129067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129067 members 
Entering Unmasked Estep 
Score: -16466822.000000 Penalty: 1912.314209
	Iteration 0F: 2 clusters Score -1.646682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 64402 members 
Entering Unmasked Estep 
Score: -16391208.000000 Penalty: 3824.628418
	Iteration 0F: 3 clusters Score -1.639121e+07 nChanged 62416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66889 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -16428742.000000 Penalty: 3824.628418
	Iteration 1F: 3 clusters Score -1.642874e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -16430851.000000 Penalty: 3824.628418
	Iteration 2Q: 3 clusters Score -1.643085e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -16434046.000000 Penalty: 3824.628418
	Iteration 3Q: 3 clusters Score -1.643405e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -16438889.000000 Penalty: 3824.628418
	Iteration 4F: 3 clusters Score -1.643889e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -16445772.000000 Penalty: 3824.628418
	Iteration 5F: 3 clusters Score -1.644577e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -16453279.000000 Penalty: 3824.628418
	Iteration 6F: 3 clusters Score -1.645328e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -16460201.000000 Penalty: 3824.628418
	Iteration 7F: 3 clusters Score -1.64602e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -16465352.000000 Penalty: 3824.628418
	Iteration 8F: 3 clusters Score -1.646535e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -16469451.000000 Penalty: 3824.628418
	Iteration 9Q: 3 clusters Score -1.646945e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -16474315.000000 Penalty: 3824.628418
	Iteration 10Q: 3 clusters Score -1.647432e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76289 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -16480510.000000 Penalty: 3824.628418
	Iteration 11Q: 3 clusters Score -1.648051e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75873 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -16487368.000000 Penalty: 3824.628418
	Iteration 12Q: 3 clusters Score -1.648737e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -16492534.000000 Penalty: 3824.628418
	Iteration 13Q: 3 clusters Score -1.649253e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -16494765.000000 Penalty: 3824.628418
	Iteration 14Q: 3 clusters Score -1.649476e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -16495465.000000 Penalty: 3824.628418
	Iteration 15Q: 3 clusters Score -1.649546e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -16495743.000000 Penalty: 3824.628418
	Iteration 16Q: 3 clusters Score -1.649574e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -16495797.000000 Penalty: 3824.628418
	Iteration 17Q: 3 clusters Score -1.64958e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -16495727.000000 Penalty: 3824.628418
	Iteration 18Q: 3 clusters Score -1.649573e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -16495715.000000 Penalty: 3824.628418
	Iteration 19Q: 3 clusters Score -1.649572e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -16495733.000000 Penalty: 3824.628418
	Iteration 20F: 3 clusters Score -1.649573e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -16495736.000000 Penalty: 3824.628418
	Iteration 21Q: 3 clusters Score -1.649574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -16495719.000000 Penalty: 3824.628418
	Iteration 22Q: 3 clusters Score -1.649572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75307 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -16495714.000000 Penalty: 3824.628418
	Iteration 23Q: 3 clusters Score -1.649571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75302 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -16495735.000000 Penalty: 3824.628418
	Iteration 24Q: 3 clusters Score -1.649574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -16495720.000000 Penalty: 3824.628418
	Iteration 25Q: 3 clusters Score -1.649572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75289 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -16495747.000000 Penalty: 3824.628418
	Iteration 26Q: 3 clusters Score -1.649575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -16495742.000000 Penalty: 3824.628418
	Iteration 27Q: 3 clusters Score -1.649574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -16495743.000000 Penalty: 3824.628418
	Iteration 28Q: 3 clusters Score -1.649574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -16495748.000000 Penalty: 3824.628418
	Iteration 29Q: 3 clusters Score -1.649575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -16495755.000000 Penalty: 3824.628418
	Iteration 30Q: 3 clusters Score -1.649576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -16495753.000000 Penalty: 3824.628418
	Iteration 31Q: 3 clusters Score -1.649575e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -16495751.000000 Penalty: 3824.628418
	Iteration 32Q: 3 clusters Score -1.649575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -16495739.000000 Penalty: 3824.628418
	Iteration 33Q: 3 clusters Score -1.649574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -16495729.000000 Penalty: 3824.628418
	Iteration 34Q: 3 clusters Score -1.649573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -16495729.000000 Penalty: 3824.628418
	Iteration 35F: 3 clusters Score -1.649573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 75276 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 13764 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 6925 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 53791 members 
Entering Unmasked Estep 
Score: -59734340.000000 Penalty: 48874.703125
Splitting cluster 15 changes total score from -59699532.000000 to -59734340.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (13764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Entering Unmasked Estep 
Score: -1633953.625000 Penalty: 1548.594482
	Iteration 0F: 2 clusters Score -1633954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1624305.750000 Penalty: 3097.188965
	Iteration 0F: 3 clusters Score -1624306 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1627695.625000 Penalty: 3097.188965
	Iteration 1F: 3 clusters Score -1627696 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1628190.875000 Penalty: 3097.188965
	Iteration 2F: 3 clusters Score -1628191 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1628695.500000 Penalty: 3097.188965
	Iteration 3F: 3 clusters Score -1628696 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1629160.375000 Penalty: 3097.188965
	Iteration 4F: 3 clusters Score -1629160 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1629622.500000 Penalty: 3097.188965
	Iteration 5F: 3 clusters Score -1629622 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1630117.125000 Penalty: 3097.188965
	Iteration 6F: 3 clusters Score -1630117 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1630676.875000 Penalty: 3097.188965
	Iteration 7F: 3 clusters Score -1630677 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1631281.375000 Penalty: 3097.188965
	Iteration 8F: 3 clusters Score -1631281 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1631846.000000 Penalty: 3097.188965
	Iteration 9F: 3 clusters Score -1631846 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1632287.000000 Penalty: 3097.188965
	Iteration 10Q: 3 clusters Score -1632287 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1632599.375000 Penalty: 3097.188965
	Iteration 11Q: 3 clusters Score -1632599 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1632828.375000 Penalty: 3097.188965
	Iteration 12Q: 3 clusters Score -1632828 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1633031.500000 Penalty: 3097.188965
	Iteration 13Q: 3 clusters Score -1633032 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1633228.375000 Penalty: 3097.188965
	Iteration 14Q: 3 clusters Score -1633228 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1633416.875000 Penalty: 3097.188965
	Iteration 15Q: 3 clusters Score -1633417 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1633626.000000 Penalty: 3097.188965
	Iteration 16Q: 3 clusters Score -1633626 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1633880.875000 Penalty: 3097.188965
	Iteration 17Q: 3 clusters Score -1633881 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1634137.375000 Penalty: 3097.188965
	Iteration 18Q: 3 clusters Score -1634137 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1634306.500000 Penalty: 3097.188965
	Iteration 19Q: 3 clusters Score -1634306 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1634443.000000 Penalty: 3097.188965
	Iteration 20F: 3 clusters Score -1634443 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1634532.375000 Penalty: 3097.188965
	Iteration 21Q: 3 clusters Score -1634532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1634588.750000 Penalty: 3097.188965
	Iteration 22Q: 3 clusters Score -1634589 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1634622.375000 Penalty: 3097.188965
	Iteration 23Q: 3 clusters Score -1634622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1634654.000000 Penalty: 3097.188965
	Iteration 24Q: 3 clusters Score -1634654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1634673.125000 Penalty: 3097.188965
	Iteration 25Q: 3 clusters Score -1634673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1634680.750000 Penalty: 3097.188965
	Iteration 26Q: 3 clusters Score -1634681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1634691.125000 Penalty: 3097.188965
	Iteration 27Q: 3 clusters Score -1634691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1634694.125000 Penalty: 3097.188965
	Iteration 28Q: 3 clusters Score -1634694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1634702.125000 Penalty: 3097.188965
	Iteration 29Q: 3 clusters Score -1634702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1634712.000000 Penalty: 3097.188965
	Iteration 30Q: 3 clusters Score -1634712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1634713.500000 Penalty: 3097.188965
	Iteration 31Q: 3 clusters Score -1634714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1634717.250000 Penalty: 3097.188965
	Iteration 32Q: 3 clusters Score -1634717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1634714.875000 Penalty: 3097.188965
	Iteration 33Q: 3 clusters Score -1634715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1634718.750000 Penalty: 3097.188965
	Iteration 34Q: 3 clusters Score -1634719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1634718.875000 Penalty: 3097.188965
	Iteration 35Q: 3 clusters Score -1634719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1634721.625000 Penalty: 3097.188965
	Iteration 36Q: 3 clusters Score -1634722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1634720.875000 Penalty: 3097.188965
	Iteration 37Q: 3 clusters Score -1634721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1634721.375000 Penalty: 3097.188965
	Iteration 38Q: 3 clusters Score -1634721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1634720.750000 Penalty: 3097.188965
	Iteration 39Q: 3 clusters Score -1634721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1634719.875000 Penalty: 3097.188965
	Iteration 40F: 3 clusters Score -1634720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1634723.000000 Penalty: 3097.188965
	Iteration 41Q: 3 clusters Score -1634723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1634724.000000 Penalty: 3097.188965
	Iteration 42Q: 3 clusters Score -1634724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1634722.500000 Penalty: 3097.188965
	Iteration 43Q: 3 clusters Score -1634722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1634722.500000 Penalty: 3097.188965
	Iteration 44F: 3 clusters Score -1634722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 75276 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 6925 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 53791 members 
Mstep: Class 24 contains 10410 members 
Entering Unmasked Estep 
Score: -59734472.000000 Penalty: 50999.687500
Splitting cluster 17 changes total score from -59699532.000000 to -59734472.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -32592.519531 Penalty: 909.140564
	Iteration 0F: 2 clusters Score -32592.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31718.064453 Penalty: 1818.281128
	Iteration 0F: 3 clusters Score -31718.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31828.898438 Penalty: 1818.281128
	Iteration 1F: 3 clusters Score -31828.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31874.214844 Penalty: 1818.281128
	Iteration 2Q: 3 clusters Score -31874.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31884.480469 Penalty: 1818.281128
	Iteration 3Q: 3 clusters Score -31884.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31896.255859 Penalty: 1818.281128
	Iteration 4Q: 3 clusters Score -31896.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31901.546875 Penalty: 1818.281128
	Iteration 5Q: 3 clusters Score -31901.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31908.214844 Penalty: 1818.281128
	Iteration 6Q: 3 clusters Score -31908.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31908.214844 Penalty: 1818.281128
	Iteration 7F: 3 clusters Score -31908.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -61070.863281 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -61070.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60311.878906 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -60311.88 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -61429.437500 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -61429.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -62016.253906 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -62016.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -62553.699219 Penalty: 2165.102783
	Iteration 3F: 3 clusters Score -62553.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -63103.746094 Penalty: 2165.102783
	Iteration 4F: 3 clusters Score -63103.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -63351.898438 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -63351.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -63589.152344 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -63589.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -63685.781250 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -63685.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63703.417969 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -63703.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -63715.542969 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -63715.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -63718.898438 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -63718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -63724.949219 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -63724.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63728.640625 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -63728.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63731.570312 Penalty: 2165.102783
	Iteration 13Q: 3 clusters Score -63731.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63733.093750 Penalty: 2165.102783
	Iteration 14Q: 3 clusters Score -63733.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -63736.578125 Penalty: 2165.102783
	Iteration 15F: 3 clusters Score -63736.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -63738.863281 Penalty: 2165.102783
	Iteration 16Q: 3 clusters Score -63738.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63740.113281 Penalty: 2165.102783
	Iteration 17Q: 3 clusters Score -63740.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -63740.113281 Penalty: 2165.102783
	Iteration 18F: 3 clusters Score -63740.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 75276 members 
Mstep: Class 16 contains 19139 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 318 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 6925 members 
Mstep: Class 22 contains 2468 members 
Mstep: Class 23 contains 53791 members 
Mstep: Class 24 contains 10410 members 
Mstep: Class 25 contains 464 members 
Entering Unmasked Estep 
Score: -59736044.000000 Penalty: 53124.675781
Splitting cluster 19 changes total score from -59699532.000000 to -59736044.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 111983 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 1484 members 
Mstep: Class 5 contains 19237 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 32647 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 1124 members 
Mstep: Class 12 contains 13639 members 
Mstep: Class 13 contains 3064 members 
Mstep: Class 14 contains 85109 members 
Mstep: Class 15 contains 75276 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 269 members 
Mstep: Class 19 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59746416.000000 Penalty: 53124.675781
Iteration 39Q: 26 clusters Score -5.974642e+07 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 112130 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 18480 members 
Mstep: Class 6 contains 833 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 8 contains 33423 members 
Mstep: Class 9 contains 1057 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 1123 members 
Mstep: Class 12 contains 13702 members 
Mstep: Class 13 contains 3101 members 
Mstep: Class 14 contains 84441 members 
Mstep: Class 15 contains 77448 members 
Mstep: Class 16 contains 19424 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 19 contains 309 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 6473 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 51711 members 
Mstep: Class 24 contains 9324 members 
Mstep: Class 25 contains 421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59756700.000000 Penalty: 53124.675781
Iteration 40F: 26 clusters Score -5.97567e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 110653 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 1663 members 
Mstep: Class 5 contains 18128 members 
Mstep: Class 6 contains 849 members 
Mstep: Class 7 contains 5127 members 
Mstep: Class 8 contains 33633 members 
Mstep: Class 9 contains 1131 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 1119 members 
Mstep: Class 12 contains 13372 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 83168 members 
Mstep: Class 15 contains 78376 members 
Mstep: Class 16 contains 19940 members 
Mstep: Class 17 contains 5122 members 
Mstep: Class 18 contains 266 members 
Mstep: Class 19 contains 307 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 6647 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 53994 members 
Mstep: Class 24 contains 9063 members 
Mstep: Class 25 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59762236.000000 Penalty: 53124.675781
Iteration 41Q: 26 clusters Score -5.976224e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 109707 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 1713 members 
Mstep: Class 5 contains 17965 members 
Mstep: Class 6 contains 846 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 33818 members 
Mstep: Class 9 contains 1172 members 
Mstep: Class 10 contains 11248 members 
Mstep: Class 11 contains 1115 members 
Mstep: Class 12 contains 13146 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 14 contains 82154 members 
Mstep: Class 15 contains 79096 members 
Mstep: Class 16 contains 20355 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 286 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 55590 members 
Mstep: Class 24 contains 8813 members 
Mstep: Class 25 contains 423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59764760.000000 Penalty: 53124.675781
Iteration 42Q: 26 clusters Score -5.976476e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 108943 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 1753 members 
Mstep: Class 5 contains 17852 members 
Mstep: Class 6 contains 835 members 
Mstep: Class 7 contains 5625 members 
Mstep: Class 8 contains 33963 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 11180 members 
Mstep: Class 11 contains 1113 members 
Mstep: Class 12 contains 12983 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 81327 members 
Mstep: Class 15 contains 79746 members 
Mstep: Class 16 contains 20665 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 56783 members 
Mstep: Class 24 contains 8588 members 
Mstep: Class 25 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766788.000000 Penalty: 53124.675781
Iteration 43Q: 26 clusters Score -5.976679e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 108437 members 
Mstep: Class 3 contains 420 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 17819 members 
Mstep: Class 6 contains 828 members 
Mstep: Class 7 contains 5892 members 
Mstep: Class 8 contains 34029 members 
Mstep: Class 9 contains 1217 members 
Mstep: Class 10 contains 11104 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12852 members 
Mstep: Class 13 contains 2405 members 
Mstep: Class 14 contains 80634 members 
Mstep: Class 15 contains 80285 members 
Mstep: Class 16 contains 20868 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 6786 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 57659 members 
Mstep: Class 24 contains 8394 members 
Mstep: Class 25 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59768072.000000 Penalty: 53124.675781
Iteration 44Q: 26 clusters Score -5.976807e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 108066 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 1850 members 
Mstep: Class 5 contains 17808 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 8 contains 34098 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 11060 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12759 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 79997 members 
Mstep: Class 15 contains 80721 members 
Mstep: Class 16 contains 21050 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6810 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 58340 members 
Mstep: Class 24 contains 8216 members 
Mstep: Class 25 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59768796.000000 Penalty: 53124.675781
Iteration 45Q: 26 clusters Score -5.97688e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 107777 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 1875 members 
Mstep: Class 5 contains 17817 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 6298 members 
Mstep: Class 8 contains 34142 members 
Mstep: Class 9 contains 1236 members 
Mstep: Class 10 contains 11002 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12677 members 
Mstep: Class 13 contains 2272 members 
Mstep: Class 14 contains 79376 members 
Mstep: Class 15 contains 81073 members 
Mstep: Class 16 contains 21229 members 
Mstep: Class 17 contains 6534 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 6822 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 58919 members 
Mstep: Class 24 contains 8063 members 
Mstep: Class 25 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769516.000000 Penalty: 53124.675781
Iteration 46Q: 26 clusters Score -5.976952e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 107555 members 
Mstep: Class 3 contains 424 members 
Mstep: Class 4 contains 1903 members 
Mstep: Class 5 contains 17821 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 34216 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 10938 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12611 members 
Mstep: Class 13 contains 2228 members 
Mstep: Class 14 contains 78877 members 
Mstep: Class 15 contains 81374 members 
Mstep: Class 16 contains 21353 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 6832 members 
Mstep: Class 22 contains 2439 members 
Mstep: Class 23 contains 59374 members 
Mstep: Class 24 contains 7917 members 
Mstep: Class 25 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770252.000000 Penalty: 53124.675781
Iteration 47Q: 26 clusters Score -5.977025e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 107410 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 1923 members 
Mstep: Class 5 contains 17832 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 34265 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 10884 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12553 members 
Mstep: Class 13 contains 2195 members 
Mstep: Class 14 contains 78419 members 
Mstep: Class 15 contains 81633 members 
Mstep: Class 16 contains 21480 members 
Mstep: Class 17 contains 6705 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 2432 members 
Mstep: Class 23 contains 59754 members 
Mstep: Class 24 contains 7778 members 
Mstep: Class 25 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770712.000000 Penalty: 53124.675781
Iteration 48Q: 26 clusters Score -5.977071e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 107331 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1943 members 
Mstep: Class 5 contains 17852 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 7 contains 6712 members 
Mstep: Class 8 contains 34288 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 10839 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 14 contains 77994 members 
Mstep: Class 15 contains 81823 members 
Mstep: Class 16 contains 21582 members 
Mstep: Class 17 contains 6756 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 2418 members 
Mstep: Class 23 contains 60053 members 
Mstep: Class 24 contains 7676 members 
Mstep: Class 25 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770956.000000 Penalty: 53124.675781
Iteration 49Q: 26 clusters Score -5.977096e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 107325 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 1960 members 
Mstep: Class 5 contains 17863 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 34319 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 10805 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 77650 members 
Mstep: Class 15 contains 81946 members 
Mstep: Class 16 contains 21681 members 
Mstep: Class 17 contains 6800 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60264 members 
Mstep: Class 24 contains 7593 members 
Mstep: Class 25 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771340.000000 Penalty: 53124.675781
Iteration 50Q: 26 clusters Score -5.977134e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 107318 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 17899 members 
Mstep: Class 6 contains 806 members 
Mstep: Class 7 contains 6901 members 
Mstep: Class 8 contains 34353 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 10780 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 77338 members 
Mstep: Class 15 contains 82035 members 
Mstep: Class 16 contains 21758 members 
Mstep: Class 17 contains 6829 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 2372 members 
Mstep: Class 23 contains 60471 members 
Mstep: Class 24 contains 7512 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771668.000000 Penalty: 53124.675781
Iteration 51Q: 26 clusters Score -5.977167e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 107306 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 1995 members 
Mstep: Class 5 contains 17916 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 34364 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 10751 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12399 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 77097 members 
Mstep: Class 15 contains 82107 members 
Mstep: Class 16 contains 21826 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 60647 members 
Mstep: Class 24 contains 7448 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771712.000000 Penalty: 53124.675781
Iteration 52Q: 26 clusters Score -5.977171e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 107306 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 17945 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 8 contains 34363 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12378 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 76884 members 
Mstep: Class 15 contains 82159 members 
Mstep: Class 16 contains 21876 members 
Mstep: Class 17 contains 6895 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 60804 members 
Mstep: Class 24 contains 7405 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771764.000000 Penalty: 53124.675781
Iteration 53Q: 26 clusters Score -5.977176e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 107293 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 17961 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7044 members 
Mstep: Class 8 contains 34346 members 
Mstep: Class 9 contains 1263 members 
Mstep: Class 10 contains 10695 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12368 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 76708 members 
Mstep: Class 15 contains 82196 members 
Mstep: Class 16 contains 21941 members 
Mstep: Class 17 contains 6924 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 2379 members 
Mstep: Class 23 contains 60950 members 
Mstep: Class 24 contains 7369 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771852.000000 Penalty: 53124.675781
Iteration 54Q: 26 clusters Score -5.977185e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 107261 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2016 members 
Mstep: Class 5 contains 17978 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 34332 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 10682 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12349 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 76569 members 
Mstep: Class 15 contains 82239 members 
Mstep: Class 16 contains 21984 members 
Mstep: Class 17 contains 6954 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 61076 members 
Mstep: Class 24 contains 7334 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771844.000000 Penalty: 53124.675781
Iteration 55Q: 26 clusters Score -5.977184e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 107254 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2020 members 
Mstep: Class 5 contains 17992 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 8 contains 34333 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 10659 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12337 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 76439 members 
Mstep: Class 15 contains 82272 members 
Mstep: Class 16 contains 22014 members 
Mstep: Class 17 contains 6975 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61171 members 
Mstep: Class 24 contains 7313 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771892.000000 Penalty: 53124.675781
Iteration 56Q: 26 clusters Score -5.977189e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 107227 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 18001 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7104 members 
Mstep: Class 8 contains 34339 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 10643 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12318 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 76344 members 
Mstep: Class 15 contains 82304 members 
Mstep: Class 16 contains 22035 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 61271 members 
Mstep: Class 24 contains 7292 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772032.000000 Penalty: 53124.675781
Iteration 57Q: 26 clusters Score -5.977203e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 107230 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 18011 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7110 members 
Mstep: Class 8 contains 34348 members 
Mstep: Class 9 contains 1265 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12298 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 76254 members 
Mstep: Class 15 contains 82331 members 
Mstep: Class 16 contains 22047 members 
Mstep: Class 17 contains 7002 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 6872 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61349 members 
Mstep: Class 24 contains 7290 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772092.000000 Penalty: 53124.675781
Iteration 58Q: 26 clusters Score -5.977209e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 107239 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 18017 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7114 members 
Mstep: Class 8 contains 34356 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 10617 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12274 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 76178 members 
Mstep: Class 15 contains 82361 members 
Mstep: Class 16 contains 22067 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 2391 members 
Mstep: Class 23 contains 61397 members 
Mstep: Class 24 contains 7284 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772120.000000 Penalty: 53124.675781
Iteration 59Q: 26 clusters Score -5.977212e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 107246 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 18017 members 
Mstep: Class 6 contains 805 members 
Mstep: Class 7 contains 7128 members 
Mstep: Class 8 contains 34359 members 
Mstep: Class 9 contains 1266 members 
Mstep: Class 10 contains 10607 members 
Mstep: Class 11 contains 1112 members 
Mstep: Class 12 contains 12251 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 76117 members 
Mstep: Class 15 contains 82384 members 
Mstep: Class 16 contains 22082 members 
Mstep: Class 17 contains 7020 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61442 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772420.000000 Penalty: 53124.675781
Iteration 60F: 26 clusters Score -5.977242e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 107245 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 18035 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 7165 members 
Mstep: Class 8 contains 34370 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 10595 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 76071 members 
Mstep: Class 15 contains 82395 members 
Mstep: Class 16 contains 22091 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 61469 members 
Mstep: Class 24 contains 7231 members 
Mstep: Class 25 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772756.000000 Penalty: 53124.675781
Iteration 61Q: 26 clusters Score -5.977276e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 107261 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2050 members 
Mstep: Class 5 contains 18048 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 7190 members 
Mstep: Class 8 contains 34381 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 10583 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12203 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 76011 members 
Mstep: Class 15 contains 82415 members 
Mstep: Class 16 contains 22105 members 
Mstep: Class 17 contains 7037 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 279 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 61489 members 
Mstep: Class 24 contains 7205 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772788.000000 Penalty: 53124.675781
Iteration 62Q: 26 clusters Score -5.977279e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 107288 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 18062 members 
Mstep: Class 6 contains 806 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 34383 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 10568 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12194 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 75947 members 
Mstep: Class 15 contains 82433 members 
Mstep: Class 16 contains 22115 members 
Mstep: Class 17 contains 7039 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 2397 members 
Mstep: Class 23 contains 61508 members 
Mstep: Class 24 contains 7184 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772924.000000 Penalty: 53124.675781
Iteration 63Q: 26 clusters Score -5.977292e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 107302 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2071 members 
Mstep: Class 5 contains 18072 members 
Mstep: Class 6 contains 802 members 
Mstep: Class 7 contains 7220 members 
Mstep: Class 8 contains 34394 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 10559 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 75891 members 
Mstep: Class 15 contains 82447 members 
Mstep: Class 16 contains 22127 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 61532 members 
Mstep: Class 24 contains 7165 members 
Mstep: Class 25 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772852.000000 Penalty: 53124.675781
Iteration 64Q: 26 clusters Score -5.977285e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 107320 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 18087 members 
Mstep: Class 6 contains 802 members 
Mstep: Class 7 contains 7232 members 
Mstep: Class 8 contains 34393 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 10555 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12172 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 75839 members 
Mstep: Class 15 contains 82450 members 
Mstep: Class 16 contains 22146 members 
Mstep: Class 17 contains 7039 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 61557 members 
Mstep: Class 24 contains 7144 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 26 clusters Score -5.977287e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 107333 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 18097 members 
Mstep: Class 6 contains 801 members 
Mstep: Class 7 contains 7239 members 
Mstep: Class 8 contains 34396 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 10551 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12159 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 75797 members 
Mstep: Class 15 contains 82454 members 
Mstep: Class 16 contains 22154 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 61586 members 
Mstep: Class 24 contains 7132 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 26 clusters Score -5.977286e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 107342 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2088 members 
Mstep: Class 5 contains 18107 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 34408 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 10536 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12157 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 75763 members 
Mstep: Class 15 contains 82450 members 
Mstep: Class 16 contains 22169 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 22 contains 2396 members 
Mstep: Class 23 contains 61607 members 
Mstep: Class 24 contains 7122 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
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Iteration 67Q: 26 clusters Score -5.977293e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 107354 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2090 members 
Mstep: Class 5 contains 18104 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7246 members 
Mstep: Class 8 contains 34420 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 10529 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12153 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 75725 members 
Mstep: Class 15 contains 82464 members 
Mstep: Class 16 contains 22184 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 61623 members 
Mstep: Class 24 contains 7111 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 26 clusters Score -5.977293e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2093 members 
Mstep: Class 5 contains 18117 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7251 members 
Mstep: Class 8 contains 34425 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 10521 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 75688 members 
Mstep: Class 15 contains 82474 members 
Mstep: Class 16 contains 22189 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61639 members 
Mstep: Class 24 contains 7105 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773020.000000 Penalty: 53124.675781
Iteration 69Q: 26 clusters Score -5.977302e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 107378 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 5 contains 18125 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7252 members 
Mstep: Class 8 contains 34424 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 10513 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12143 members 
Mstep: Class 13 contains 2029 members 
Mstep: Class 14 contains 75655 members 
Mstep: Class 15 contains 82479 members 
Mstep: Class 16 contains 22195 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61648 members 
Mstep: Class 24 contains 7098 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773044.000000 Penalty: 53124.675781
Iteration 70Q: 26 clusters Score -5.977304e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 107378 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2096 members 
Mstep: Class 5 contains 18131 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7253 members 
Mstep: Class 8 contains 34429 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12137 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 75636 members 
Mstep: Class 15 contains 82488 members 
Mstep: Class 16 contains 22203 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 61660 members 
Mstep: Class 24 contains 7090 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772988.000000 Penalty: 53124.675781
Iteration 71Q: 26 clusters Score -5.977299e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 107377 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2097 members 
Mstep: Class 5 contains 18141 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7257 members 
Mstep: Class 8 contains 34430 members 
Mstep: Class 9 contains 1262 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12139 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 75627 members 
Mstep: Class 15 contains 82487 members 
Mstep: Class 16 contains 22214 members 
Mstep: Class 17 contains 7033 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61669 members 
Mstep: Class 24 contains 7075 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772884.000000 Penalty: 53124.675781
Iteration 72Q: 26 clusters Score -5.977288e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 107370 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2102 members 
Mstep: Class 5 contains 18147 members 
Mstep: Class 6 contains 799 members 
Mstep: Class 7 contains 7263 members 
Mstep: Class 8 contains 34426 members 
Mstep: Class 9 contains 1260 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12137 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 75613 members 
Mstep: Class 15 contains 82493 members 
Mstep: Class 16 contains 22221 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61678 members 
Mstep: Class 24 contains 7068 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772844.000000 Penalty: 53124.675781
Iteration 73Q: 26 clusters Score -5.977284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2104 members 
Mstep: Class 5 contains 18151 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7269 members 
Mstep: Class 8 contains 34422 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12138 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 75598 members 
Mstep: Class 15 contains 82498 members 
Mstep: Class 16 contains 22229 members 
Mstep: Class 17 contains 7029 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61691 members 
Mstep: Class 24 contains 7060 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772804.000000 Penalty: 53124.675781
Iteration 74Q: 26 clusters Score -5.97728e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 107359 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 18153 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 34418 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 10500 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12139 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 75583 members 
Mstep: Class 15 contains 82506 members 
Mstep: Class 16 contains 22240 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61699 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772784.000000 Penalty: 53124.675781
Iteration 75Q: 26 clusters Score -5.977278e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 107356 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2111 members 
Mstep: Class 5 contains 18164 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 34416 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 10498 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 75576 members 
Mstep: Class 15 contains 82506 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 7032 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61707 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772840.000000 Penalty: 53124.675781
Iteration 76Q: 26 clusters Score -5.977284e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 107358 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2115 members 
Mstep: Class 5 contains 18172 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7281 members 
Mstep: Class 8 contains 34416 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 75563 members 
Mstep: Class 15 contains 82510 members 
Mstep: Class 16 contains 22251 members 
Mstep: Class 17 contains 7034 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61709 members 
Mstep: Class 24 contains 7031 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772820.000000 Penalty: 53124.675781
Iteration 77Q: 26 clusters Score -5.977282e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 107359 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7285 members 
Mstep: Class 8 contains 34417 members 
Mstep: Class 9 contains 1248 members 
Mstep: Class 10 contains 10490 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12142 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 75553 members 
Mstep: Class 15 contains 82514 members 
Mstep: Class 16 contains 22256 members 
Mstep: Class 17 contains 7031 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61713 members 
Mstep: Class 24 contains 7029 members 
Mstep: Class 25 contains 432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772840.000000 Penalty: 53124.675781
Iteration 78Q: 26 clusters Score -5.977284e+07 nChanged 50
Entering ConstructFrom: 
Score: -59772840.000000 Penalty: 53124.675781
Entering ConstructFrom: 
Trying to split cluster 1 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -1448744.875000 Penalty: 1513.858154
	Iteration 0F: 2 clusters Score -1448745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1440849.000000 Penalty: 3027.716309
	Iteration 0F: 3 clusters Score -1440849 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1443413.000000 Penalty: 3027.716309
	Iteration 1F: 3 clusters Score -1443413 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1443648.875000 Penalty: 3027.716309
	Iteration 2F: 3 clusters Score -1443649 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1443840.125000 Penalty: 3027.716309
	Iteration 3Q: 3 clusters Score -1443840 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1444036.500000 Penalty: 3027.716309
	Iteration 4Q: 3 clusters Score -1444036 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1444257.875000 Penalty: 3027.716309
	Iteration 5Q: 3 clusters Score -1444258 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1444511.375000 Penalty: 3027.716309
	Iteration 6Q: 3 clusters Score -1444511 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1444798.750000 Penalty: 3027.716309
	Iteration 7Q: 3 clusters Score -1444799 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1445117.500000 Penalty: 3027.716309
	Iteration 8Q: 3 clusters Score -1445118 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1445467.250000 Penalty: 3027.716309
	Iteration 9Q: 3 clusters Score -1445467 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1445883.250000 Penalty: 3027.716309
	Iteration 10F: 3 clusters Score -1445883 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1446320.375000 Penalty: 3027.716309
	Iteration 11Q: 3 clusters Score -1446320 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1446719.000000 Penalty: 3027.716309
	Iteration 12Q: 3 clusters Score -1446719 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1447003.625000 Penalty: 3027.716309
	Iteration 13Q: 3 clusters Score -1447004 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1447156.000000 Penalty: 3027.716309
	Iteration 14Q: 3 clusters Score -1447156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1447226.750000 Penalty: 3027.716309
	Iteration 15Q: 3 clusters Score -1447227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1447266.500000 Penalty: 3027.716309
	Iteration 16Q: 3 clusters Score -1447266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1447302.875000 Penalty: 3027.716309
	Iteration 17Q: 3 clusters Score -1447303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1447337.250000 Penalty: 3027.716309
	Iteration 18Q: 3 clusters Score -1447337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1447369.625000 Penalty: 3027.716309
	Iteration 19Q: 3 clusters Score -1447370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1447394.500000 Penalty: 3027.716309
	Iteration 20F: 3 clusters Score -1447394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1447412.500000 Penalty: 3027.716309
	Iteration 21Q: 3 clusters Score -1447412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1447428.625000 Penalty: 3027.716309
	Iteration 22Q: 3 clusters Score -1447429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1447438.625000 Penalty: 3027.716309
	Iteration 23Q: 3 clusters Score -1447439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1447445.250000 Penalty: 3027.716309
	Iteration 24Q: 3 clusters Score -1447445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1447449.375000 Penalty: 3027.716309
	Iteration 25Q: 3 clusters Score -1447449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1447452.625000 Penalty: 3027.716309
	Iteration 26Q: 3 clusters Score -1447453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1447453.875000 Penalty: 3027.716309
	Iteration 27Q: 3 clusters Score -1447454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1447453.875000 Penalty: 3027.716309
	Iteration 28F: 3 clusters Score -1447454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107362 members 
Entering Unmasked Estep 
Score: -13892685.000000 Penalty: 1882.393799
	Iteration 0F: 2 clusters Score -1.389268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -13824251.000000 Penalty: 3764.787598
	Iteration 0F: 3 clusters Score -1.382425e+07 nChanged 51373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -13854602.000000 Penalty: 3764.787598
	Iteration 1F: 3 clusters Score -1.38546e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -13855400.000000 Penalty: 3764.787598
	Iteration 2Q: 3 clusters Score -1.38554e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -13856368.000000 Penalty: 3764.787598
	Iteration 3Q: 3 clusters Score -1.385637e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -13857617.000000 Penalty: 3764.787598
	Iteration 4Q: 3 clusters Score -1.385762e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50368 members 
Mstep: Class 2 contains 56994 members 
Entering Unmasked Estep 
Score: -13858959.000000 Penalty: 3764.787598
	Iteration 5Q: 3 clusters Score -1.385896e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -13860680.000000 Penalty: 3764.787598
	Iteration 6Q: 3 clusters Score -1.386068e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -13863073.000000 Penalty: 3764.787598
	Iteration 7Q: 3 clusters Score -1.386307e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -13866142.000000 Penalty: 3764.787598
	Iteration 8Q: 3 clusters Score -1.386614e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 65569 members 
Entering Unmasked Estep 
Score: -13869584.000000 Penalty: 3764.787598
	Iteration 9F: 3 clusters Score -1.386958e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -13873128.000000 Penalty: 3764.787598
	Iteration 10F: 3 clusters Score -1.387313e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -13875665.000000 Penalty: 3764.787598
	Iteration 11Q: 3 clusters Score -1.387566e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -13876973.000000 Penalty: 3764.787598
	Iteration 12Q: 3 clusters Score -1.387697e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -13877669.000000 Penalty: 3764.787598
	Iteration 13Q: 3 clusters Score -1.387767e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -13878291.000000 Penalty: 3764.787598
	Iteration 14Q: 3 clusters Score -1.387829e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 78181 members 
Entering Unmasked Estep 
Score: -13878805.000000 Penalty: 3764.787598
	Iteration 15Q: 3 clusters Score -1.38788e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -13879468.000000 Penalty: 3764.787598
	Iteration 16Q: 3 clusters Score -1.387947e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 82473 members 
Entering Unmasked Estep 
Score: -13880075.000000 Penalty: 3764.787598
	Iteration 17Q: 3 clusters Score -1.388008e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -13880919.000000 Penalty: 3764.787598
	Iteration 18Q: 3 clusters Score -1.388092e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -13881637.000000 Penalty: 3764.787598
	Iteration 19Q: 3 clusters Score -1.388164e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -13882420.000000 Penalty: 3764.787598
	Iteration 20F: 3 clusters Score -1.388242e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -13883169.000000 Penalty: 3764.787598
	Iteration 21Q: 3 clusters Score -1.388317e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -13883923.000000 Penalty: 3764.787598
	Iteration 22Q: 3 clusters Score -1.388392e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 94968 members 
Entering Unmasked Estep 
Score: -13884641.000000 Penalty: 3764.787598
	Iteration 23Q: 3 clusters Score -1.388464e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -13885446.000000 Penalty: 3764.787598
	Iteration 24Q: 3 clusters Score -1.388545e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 98363 members 
Entering Unmasked Estep 
Score: -13886246.000000 Penalty: 3764.787598
	Iteration 25Q: 3 clusters Score -1.388625e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -13887048.000000 Penalty: 3764.787598
	Iteration 26Q: 3 clusters Score -1.388705e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -13887829.000000 Penalty: 3764.787598
	Iteration 27Q: 3 clusters Score -1.388783e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 102370 members 
Entering Unmasked Estep 
Score: -13888294.000000 Penalty: 3764.787598
	Iteration 28Q: 3 clusters Score -1.388829e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -13888789.000000 Penalty: 3764.787598
	Iteration 29Q: 3 clusters Score -1.388879e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 104241 members 
Entering Unmasked Estep 
Score: -13889172.000000 Penalty: 3764.787598
	Iteration 30Q: 3 clusters Score -1.388917e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -13889685.000000 Penalty: 3764.787598
	Iteration 31Q: 3 clusters Score -1.388968e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -13890040.000000 Penalty: 3764.787598
	Iteration 32Q: 3 clusters Score -1.389004e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 105855 members 
Entering Unmasked Estep 
Score: -13890327.000000 Penalty: 3764.787598
	Iteration 33Q: 3 clusters Score -1.389033e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -13890558.000000 Penalty: 3764.787598
	Iteration 34Q: 3 clusters Score -1.389056e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -13890663.000000 Penalty: 3764.787598
	Iteration 35Q: 3 clusters Score -1.389066e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 106520 members 
Entering Unmasked Estep 
Score: -13890815.000000 Penalty: 3764.787598
	Iteration 36Q: 3 clusters Score -1.389082e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -13890873.000000 Penalty: 3764.787598
	Iteration 37Q: 3 clusters Score -1.389087e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -13890908.000000 Penalty: 3764.787598
	Iteration 38Q: 3 clusters Score -1.389091e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -13890930.000000 Penalty: 3764.787598
	Iteration 39Q: 3 clusters Score -1.389093e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 106750 members 
Entering Unmasked Estep 
Score: -13890943.000000 Penalty: 3764.787598
	Iteration 40F: 3 clusters Score -1.389094e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 106779 members 
Entering Unmasked Estep 
Score: -13890947.000000 Penalty: 3764.787598
	Iteration 41Q: 3 clusters Score -1.389095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 106797 members 
Entering Unmasked Estep 
Score: -13890961.000000 Penalty: 3764.787598
	Iteration 42Q: 3 clusters Score -1.389096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -13890958.000000 Penalty: 3764.787598
	Iteration 43Q: 3 clusters Score -1.389096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -13890969.000000 Penalty: 3764.787598
	Iteration 44Q: 3 clusters Score -1.389097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -13890975.000000 Penalty: 3764.787598
	Iteration 45Q: 3 clusters Score -1.389098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -13890987.000000 Penalty: 3764.787598
	Iteration 46Q: 3 clusters Score -1.389099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 106847 members 
Entering Unmasked Estep 
Score: -13890990.000000 Penalty: 3764.787598
	Iteration 47Q: 3 clusters Score -1.389099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 106849 members 
Entering Unmasked Estep 
Score: -13890986.000000 Penalty: 3764.787598
	Iteration 48Q: 3 clusters Score -1.389099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -13890992.000000 Penalty: 3764.787598
	Iteration 49Q: 3 clusters Score -1.389099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
Score: -13890991.000000 Penalty: 3764.787598
	Iteration 50Q: 3 clusters Score -1.389099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -13891012.000000 Penalty: 3764.787598
	Iteration 51Q: 3 clusters Score -1.389101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -13891010.000000 Penalty: 3764.787598
	Iteration 52Q: 3 clusters Score -1.389101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 106886 members 
Entering Unmasked Estep 
Score: -13891001.000000 Penalty: 3764.787598
	Iteration 53Q: 3 clusters Score -1.3891e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 106896 members 
Entering Unmasked Estep 
Score: -13891015.000000 Penalty: 3764.787598
	Iteration 54Q: 3 clusters Score -1.389102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -13891025.000000 Penalty: 3764.787598
	Iteration 55Q: 3 clusters Score -1.389102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 106913 members 
Entering Unmasked Estep 
Score: -13891035.000000 Penalty: 3764.787598
	Iteration 56Q: 3 clusters Score -1.389104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 106920 members 
Entering Unmasked Estep 
Score: -13891049.000000 Penalty: 3764.787598
	Iteration 57Q: 3 clusters Score -1.389105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 106926 members 
Entering Unmasked Estep 
Score: -13891043.000000 Penalty: 3764.787598
	Iteration 58Q: 3 clusters Score -1.389104e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -13891050.000000 Penalty: 3764.787598
	Iteration 59Q: 3 clusters Score -1.389105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 106935 members 
Entering Unmasked Estep 
Score: -13891053.000000 Penalty: 3764.787598
	Iteration 60F: 3 clusters Score -1.389105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -13891058.000000 Penalty: 3764.787598
	Iteration 61Q: 3 clusters Score -1.389106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -13891061.000000 Penalty: 3764.787598
	Iteration 62Q: 3 clusters Score -1.389106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -13891070.000000 Penalty: 3764.787598
	Iteration 63Q: 3 clusters Score -1.389107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -13891080.000000 Penalty: 3764.787598
	Iteration 64Q: 3 clusters Score -1.389108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -13891083.000000 Penalty: 3764.787598
	Iteration 65Q: 3 clusters Score -1.389108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -13891087.000000 Penalty: 3764.787598
	Iteration 66Q: 3 clusters Score -1.389109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -13891080.000000 Penalty: 3764.787598
	Iteration 67Q: 3 clusters Score -1.389108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 106960 members 
Entering Unmasked Estep 
Score: -13891087.000000 Penalty: 3764.787598
	Iteration 68Q: 3 clusters Score -1.389109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 106962 members 
Entering Unmasked Estep 
Score: -13891074.000000 Penalty: 3764.787598
	Iteration 69Q: 3 clusters Score -1.389107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -13891085.000000 Penalty: 3764.787598
	Iteration 70Q: 3 clusters Score -1.389108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -13891082.000000 Penalty: 3764.787598
	Iteration 71Q: 3 clusters Score -1.389108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 106963 members 
Entering Unmasked Estep 
Score: -13891082.000000 Penalty: 3764.787598
	Iteration 72F: 3 clusters Score -1.389108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -45581.320312 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -45581.32 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 213 members 
Entering Unmasked Estep 
Score: -44667.710938 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -44667.71 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44838.351562 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -44838.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44875.585938 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -44875.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44894.121094 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -44894.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44898.945312 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -44898.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44916.867188 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -44916.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44927.785156 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -44927.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44933.437500 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -44933.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44937.265625 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -44937.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44943.476562 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -44943.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44945.683594 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -44945.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44945.683594 Penalty: 1970.730103
	Iteration 11F: 3 clusters Score -44945.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Entering Unmasked Estep 
Score: -257627.828125 Penalty: 1244.461914
	Iteration 0F: 2 clusters Score -257627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -255479.734375 Penalty: 2488.923828
	Iteration 0F: 3 clusters Score -255479.7 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -255959.937500 Penalty: 2488.923828
	Iteration 1F: 3 clusters Score -255959.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -256068.734375 Penalty: 2488.923828
	Iteration 2F: 3 clusters Score -256068.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -256134.218750 Penalty: 2488.923828
	Iteration 3Q: 3 clusters Score -256134.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -256170.265625 Penalty: 2488.923828
	Iteration 4Q: 3 clusters Score -256170.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -256199.406250 Penalty: 2488.923828
	Iteration 5Q: 3 clusters Score -256199.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -256217.656250 Penalty: 2488.923828
	Iteration 6Q: 3 clusters Score -256217.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -256231.546875 Penalty: 2488.923828
	Iteration 7Q: 3 clusters Score -256231.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -256244.531250 Penalty: 2488.923828
	Iteration 8Q: 3 clusters Score -256244.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -256253.937500 Penalty: 2488.923828
	Iteration 9Q: 3 clusters Score -256253.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -256264.593750 Penalty: 2488.923828
	Iteration 10Q: 3 clusters Score -256264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -256273.593750 Penalty: 2488.923828
	Iteration 11Q: 3 clusters Score -256273.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -256279.921875 Penalty: 2488.923828
	Iteration 12Q: 3 clusters Score -256279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -256283.734375 Penalty: 2488.923828
	Iteration 13Q: 3 clusters Score -256283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -256285.250000 Penalty: 2488.923828
	Iteration 14Q: 3 clusters Score -256285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -256286.125000 Penalty: 2488.923828
	Iteration 15Q: 3 clusters Score -256286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -256287.203125 Penalty: 2488.923828
	Iteration 16Q: 3 clusters Score -256287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -256288.109375 Penalty: 2488.923828
	Iteration 17Q: 3 clusters Score -256288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -256288.109375 Penalty: 2488.923828
	Iteration 18F: 3 clusters Score -256288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Entering Unmasked Estep 
Score: -2272328.000000 Penalty: 1593.785645
	Iteration 0F: 2 clusters Score -2272328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2259858.000000 Penalty: 3187.571289
	Iteration 0F: 3 clusters Score -2259858 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2264472.750000 Penalty: 3187.571289
	Iteration 1F: 3 clusters Score -2264473 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2264907.500000 Penalty: 3187.571289
	Iteration 2F: 3 clusters Score -2264908 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2265355.500000 Penalty: 3187.571289
	Iteration 3F: 3 clusters Score -2265356 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2265905.000000 Penalty: 3187.571289
	Iteration 4F: 3 clusters Score -2265905 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2266549.000000 Penalty: 3187.571289
	Iteration 5F: 3 clusters Score -2266549 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2267263.000000 Penalty: 3187.571289
	Iteration 6F: 3 clusters Score -2267263 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2267949.250000 Penalty: 3187.571289
	Iteration 7F: 3 clusters Score -2267949 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2268606.750000 Penalty: 3187.571289
	Iteration 8Q: 3 clusters Score -2268607 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2269178.000000 Penalty: 3187.571289
	Iteration 9Q: 3 clusters Score -2269178 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2269590.750000 Penalty: 3187.571289
	Iteration 10Q: 3 clusters Score -2269591 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2269840.250000 Penalty: 3187.571289
	Iteration 11Q: 3 clusters Score -2269840 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2269977.500000 Penalty: 3187.571289
	Iteration 12Q: 3 clusters Score -2269978 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -2270073.500000 Penalty: 3187.571289
	Iteration 13Q: 3 clusters Score -2270074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2270136.750000 Penalty: 3187.571289
	Iteration 14Q: 3 clusters Score -2270137 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2270203.250000 Penalty: 3187.571289
	Iteration 15Q: 3 clusters Score -2270203 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2270250.250000 Penalty: 3187.571289
	Iteration 16Q: 3 clusters Score -2270250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2270300.500000 Penalty: 3187.571289
	Iteration 17Q: 3 clusters Score -2270300 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2270345.250000 Penalty: 3187.571289
	Iteration 18Q: 3 clusters Score -2270345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2270387.750000 Penalty: 3187.571289
	Iteration 19Q: 3 clusters Score -2270388 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2270436.250000 Penalty: 3187.571289
	Iteration 20F: 3 clusters Score -2270436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2270468.250000 Penalty: 3187.571289
	Iteration 21Q: 3 clusters Score -2270468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2270505.000000 Penalty: 3187.571289
	Iteration 22Q: 3 clusters Score -2270505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2270538.250000 Penalty: 3187.571289
	Iteration 23Q: 3 clusters Score -2270538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2270555.250000 Penalty: 3187.571289
	Iteration 24Q: 3 clusters Score -2270555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2270571.250000 Penalty: 3187.571289
	Iteration 25Q: 3 clusters Score -2270571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2270587.000000 Penalty: 3187.571289
	Iteration 26Q: 3 clusters Score -2270587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2270598.500000 Penalty: 3187.571289
	Iteration 27Q: 3 clusters Score -2270598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2270626.000000 Penalty: 3187.571289
	Iteration 28Q: 3 clusters Score -2270626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2270641.500000 Penalty: 3187.571289
	Iteration 29Q: 3 clusters Score -2270642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2270660.500000 Penalty: 3187.571289
	Iteration 30Q: 3 clusters Score -2270660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2270682.000000 Penalty: 3187.571289
	Iteration 31Q: 3 clusters Score -2270682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2270702.500000 Penalty: 3187.571289
	Iteration 32Q: 3 clusters Score -2270702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2270715.750000 Penalty: 3187.571289
	Iteration 33Q: 3 clusters Score -2270716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2270727.250000 Penalty: 3187.571289
	Iteration 34Q: 3 clusters Score -2270727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2270742.000000 Penalty: 3187.571289
	Iteration 35Q: 3 clusters Score -2270742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2270757.750000 Penalty: 3187.571289
	Iteration 36Q: 3 clusters Score -2270758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2270772.250000 Penalty: 3187.571289
	Iteration 37Q: 3 clusters Score -2270772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2270791.750000 Penalty: 3187.571289
	Iteration 38Q: 3 clusters Score -2270792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2270816.250000 Penalty: 3187.571289
	Iteration 39Q: 3 clusters Score -2270816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2270828.250000 Penalty: 3187.571289
	Iteration 40F: 3 clusters Score -2270828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2270839.000000 Penalty: 3187.571289
	Iteration 41Q: 3 clusters Score -2270839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2270850.750000 Penalty: 3187.571289
	Iteration 42Q: 3 clusters Score -2270851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2270851.750000 Penalty: 3187.571289
	Iteration 43Q: 3 clusters Score -2270852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2270861.250000 Penalty: 3187.571289
	Iteration 44Q: 3 clusters Score -2270861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2270866.750000 Penalty: 3187.571289
	Iteration 45Q: 3 clusters Score -2270867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2270874.500000 Penalty: 3187.571289
	Iteration 46Q: 3 clusters Score -2270874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2270882.250000 Penalty: 3187.571289
	Iteration 47Q: 3 clusters Score -2270882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2270883.750000 Penalty: 3187.571289
	Iteration 48Q: 3 clusters Score -2270884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2270891.750000 Penalty: 3187.571289
	Iteration 49Q: 3 clusters Score -2270892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2270891.500000 Penalty: 3187.571289
	Iteration 50Q: 3 clusters Score -2270892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2270892.750000 Penalty: 3187.571289
	Iteration 51Q: 3 clusters Score -2270893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2270899.750000 Penalty: 3187.571289
	Iteration 52Q: 3 clusters Score -2270900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2270903.000000 Penalty: 3187.571289
	Iteration 53Q: 3 clusters Score -2270903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2270904.750000 Penalty: 3187.571289
	Iteration 54Q: 3 clusters Score -2270905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2270904.000000 Penalty: 3187.571289
	Iteration 55Q: 3 clusters Score -2270904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2270908.500000 Penalty: 3187.571289
	Iteration 56Q: 3 clusters Score -2270908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2270913.500000 Penalty: 3187.571289
	Iteration 57Q: 3 clusters Score -2270914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2270917.500000 Penalty: 3187.571289
	Iteration 58Q: 3 clusters Score -2270918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2270917.500000 Penalty: 3187.571289
	Iteration 59Q: 3 clusters Score -2270918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2270919.000000 Penalty: 3187.571289
	Iteration 60F: 3 clusters Score -2270919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2270918.500000 Penalty: 3187.571289
	Iteration 61Q: 3 clusters Score -2270918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2270919.000000 Penalty: 3187.571289
	Iteration 62Q: 3 clusters Score -2270919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2270921.000000 Penalty: 3187.571289
	Iteration 63Q: 3 clusters Score -2270921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2270921.750000 Penalty: 3187.571289
	Iteration 64Q: 3 clusters Score -2270922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2270921.500000 Penalty: 3187.571289
	Iteration 65Q: 3 clusters Score -2270922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2270919.250000 Penalty: 3187.571289
	Iteration 66Q: 3 clusters Score -2270919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2270919.250000 Penalty: 3187.571289
	Iteration 67F: 3 clusters Score -2270919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -83540.960938 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -83540.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82312.929688 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -82312.93 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82660.007812 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -82660.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82855.750000 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -82855.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82987.218750 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -82987.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83055.046875 Penalty: 2171.685303
	Iteration 4F: 3 clusters Score -83055.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83108.890625 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -83108.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83153.539062 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -83153.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -83193.335938 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -83193.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83229.460938 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -83229.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83245.101562 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -83245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -83247.828125 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -83247.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83250.101562 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -83250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83250.664062 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -83250.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83260.992188 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -83260.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83269.554688 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -83269.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83277.390625 Penalty: 2171.685303
	Iteration 15Q: 3 clusters Score -83277.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83282.210938 Penalty: 2171.685303
	Iteration 16Q: 3 clusters Score -83282.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83284.726562 Penalty: 2171.685303
	Iteration 17Q: 3 clusters Score -83284.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83285.593750 Penalty: 2171.685303
	Iteration 18Q: 3 clusters Score -83285.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83286.046875 Penalty: 2171.685303
	Iteration 19F: 3 clusters Score -83286.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83287.296875 Penalty: 2171.685303
	Iteration 20F: 3 clusters Score -83287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Entering Unmasked Estep 
Score: -915299.250000 Penalty: 1445.227905
	Iteration 0F: 2 clusters Score -915299.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -909917.562500 Penalty: 2890.455811
	Iteration 0F: 3 clusters Score -909917.6 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -911610.875000 Penalty: 2890.455811
	Iteration 1F: 3 clusters Score -911610.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -911882.625000 Penalty: 2890.455811
	Iteration 2F: 3 clusters Score -911882.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -912073.687500 Penalty: 2890.455811
	Iteration 3F: 3 clusters Score -912073.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -912224.625000 Penalty: 2890.455811
	Iteration 4Q: 3 clusters Score -912224.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -912349.437500 Penalty: 2890.455811
	Iteration 5Q: 3 clusters Score -912349.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -912474.937500 Penalty: 2890.455811
	Iteration 6Q: 3 clusters Score -912474.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -912603.937500 Penalty: 2890.455811
	Iteration 7Q: 3 clusters Score -912603.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -912737.312500 Penalty: 2890.455811
	Iteration 8Q: 3 clusters Score -912737.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -912866.187500 Penalty: 2890.455811
	Iteration 9Q: 3 clusters Score -912866.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -912984.187500 Penalty: 2890.455811
	Iteration 10Q: 3 clusters Score -912984.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -913089.812500 Penalty: 2890.455811
	Iteration 11Q: 3 clusters Score -913089.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -913199.812500 Penalty: 2890.455811
	Iteration 12Q: 3 clusters Score -913199.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -913322.312500 Penalty: 2890.455811
	Iteration 13Q: 3 clusters Score -913322.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -913433.750000 Penalty: 2890.455811
	Iteration 14Q: 3 clusters Score -913433.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -913514.000000 Penalty: 2890.455811
	Iteration 15Q: 3 clusters Score -913514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -913579.750000 Penalty: 2890.455811
	Iteration 16Q: 3 clusters Score -913579.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -913630.625000 Penalty: 2890.455811
	Iteration 17Q: 3 clusters Score -913630.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -913675.812500 Penalty: 2890.455811
	Iteration 18Q: 3 clusters Score -913675.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -913718.937500 Penalty: 2890.455811
	Iteration 19Q: 3 clusters Score -913718.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -913764.437500 Penalty: 2890.455811
	Iteration 20F: 3 clusters Score -913764.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -913807.250000 Penalty: 2890.455811
	Iteration 21Q: 3 clusters Score -913807.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -913838.375000 Penalty: 2890.455811
	Iteration 22Q: 3 clusters Score -913838.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -913864.562500 Penalty: 2890.455811
	Iteration 23Q: 3 clusters Score -913864.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -913885.937500 Penalty: 2890.455811
	Iteration 24Q: 3 clusters Score -913885.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -913909.000000 Penalty: 2890.455811
	Iteration 25Q: 3 clusters Score -913909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -913924.875000 Penalty: 2890.455811
	Iteration 26Q: 3 clusters Score -913924.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -913939.937500 Penalty: 2890.455811
	Iteration 27Q: 3 clusters Score -913939.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -913956.437500 Penalty: 2890.455811
	Iteration 28Q: 3 clusters Score -913956.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -913967.750000 Penalty: 2890.455811
	Iteration 29Q: 3 clusters Score -913967.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -913980.187500 Penalty: 2890.455811
	Iteration 30Q: 3 clusters Score -913980.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -913990.500000 Penalty: 2890.455811
	Iteration 31Q: 3 clusters Score -913990.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -914001.250000 Penalty: 2890.455811
	Iteration 32Q: 3 clusters Score -914001.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -914012.000000 Penalty: 2890.455811
	Iteration 33Q: 3 clusters Score -914012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -914023.937500 Penalty: 2890.455811
	Iteration 34Q: 3 clusters Score -914023.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -914034.000000 Penalty: 2890.455811
	Iteration 35Q: 3 clusters Score -914034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -914040.062500 Penalty: 2890.455811
	Iteration 36Q: 3 clusters Score -914040.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -914048.125000 Penalty: 2890.455811
	Iteration 37Q: 3 clusters Score -914048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -914054.687500 Penalty: 2890.455811
	Iteration 38Q: 3 clusters Score -914054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -914057.937500 Penalty: 2890.455811
	Iteration 39Q: 3 clusters Score -914057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -914062.375000 Penalty: 2890.455811
	Iteration 40F: 3 clusters Score -914062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -914063.875000 Penalty: 2890.455811
	Iteration 41Q: 3 clusters Score -914063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -914066.312500 Penalty: 2890.455811
	Iteration 42Q: 3 clusters Score -914066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -914068.250000 Penalty: 2890.455811
	Iteration 43Q: 3 clusters Score -914068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -914069.000000 Penalty: 2890.455811
	Iteration 44Q: 3 clusters Score -914069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -914070.000000 Penalty: 2890.455811
	Iteration 45Q: 3 clusters Score -914070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -914072.375000 Penalty: 2890.455811
	Iteration 46Q: 3 clusters Score -914072.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -914075.875000 Penalty: 2890.455811
	Iteration 47Q: 3 clusters Score -914075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -914078.125000 Penalty: 2890.455811
	Iteration 48Q: 3 clusters Score -914078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -914080.812500 Penalty: 2890.455811
	Iteration 49Q: 3 clusters Score -914080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -914082.500000 Penalty: 2890.455811
	Iteration 50Q: 3 clusters Score -914082.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -914086.312500 Penalty: 2890.455811
	Iteration 51Q: 3 clusters Score -914086.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -914089.562500 Penalty: 2890.455811
	Iteration 52Q: 3 clusters Score -914089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -914093.187500 Penalty: 2890.455811
	Iteration 53Q: 3 clusters Score -914093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -914093.875000 Penalty: 2890.455811
	Iteration 54Q: 3 clusters Score -914093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -914098.562500 Penalty: 2890.455811
	Iteration 55Q: 3 clusters Score -914098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -914099.750000 Penalty: 2890.455811
	Iteration 56Q: 3 clusters Score -914099.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -914103.000000 Penalty: 2890.455811
	Iteration 57Q: 3 clusters Score -914103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -914106.875000 Penalty: 2890.455811
	Iteration 58Q: 3 clusters Score -914106.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -914111.437500 Penalty: 2890.455811
	Iteration 59Q: 3 clusters Score -914111.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -914114.187500 Penalty: 2890.455811
	Iteration 60F: 3 clusters Score -914114.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -914121.687500 Penalty: 2890.455811
	Iteration 61Q: 3 clusters Score -914121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -914122.000000 Penalty: 2890.455811
	Iteration 62Q: 3 clusters Score -914122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -914123.937500 Penalty: 2890.455811
	Iteration 63Q: 3 clusters Score -914123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -914125.000000 Penalty: 2890.455811
	Iteration 64Q: 3 clusters Score -914125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -914124.312500 Penalty: 2890.455811
	Iteration 65Q: 3 clusters Score -914124.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -914127.000000 Penalty: 2890.455811
	Iteration 66Q: 3 clusters Score -914127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -914126.687500 Penalty: 2890.455811
	Iteration 67Q: 3 clusters Score -914126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -914126.687500 Penalty: 2890.455811
	Iteration 68F: 3 clusters Score -914126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Entering Unmasked Estep 
Score: -4352774.500000 Penalty: 1697.538818
	Iteration 0F: 2 clusters Score -4352774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4329766.500000 Penalty: 3395.077637
	Iteration 0F: 3 clusters Score -4329766 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -4338808.500000 Penalty: 3395.077637
	Iteration 1F: 3 clusters Score -4338808 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4339484.500000 Penalty: 3395.077637
	Iteration 2Q: 3 clusters Score -4339484 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -4340281.500000 Penalty: 3395.077637
	Iteration 3F: 3 clusters Score -4340282 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -4341390.500000 Penalty: 3395.077637
	Iteration 4F: 3 clusters Score -4341390 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4342974.000000 Penalty: 3395.077637
	Iteration 5F: 3 clusters Score -4342974 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4345042.000000 Penalty: 3395.077637
	Iteration 6F: 3 clusters Score -4345042 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4347242.000000 Penalty: 3395.077637
	Iteration 7F: 3 clusters Score -4347242 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -4348944.000000 Penalty: 3395.077637
	Iteration 8F: 3 clusters Score -4348944 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4349961.500000 Penalty: 3395.077637
	Iteration 9Q: 3 clusters Score -4349962 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4350532.000000 Penalty: 3395.077637
	Iteration 10Q: 3 clusters Score -4350532 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4350854.500000 Penalty: 3395.077637
	Iteration 11Q: 3 clusters Score -4350854 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4351033.500000 Penalty: 3395.077637
	Iteration 12Q: 3 clusters Score -4351034 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4351169.000000 Penalty: 3395.077637
	Iteration 13Q: 3 clusters Score -4351169 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4351271.500000 Penalty: 3395.077637
	Iteration 14Q: 3 clusters Score -4351272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4351357.000000 Penalty: 3395.077637
	Iteration 15Q: 3 clusters Score -4351357 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4351397.500000 Penalty: 3395.077637
	Iteration 16Q: 3 clusters Score -4351398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4351422.000000 Penalty: 3395.077637
	Iteration 17Q: 3 clusters Score -4351422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -4351445.500000 Penalty: 3395.077637
	Iteration 18Q: 3 clusters Score -4351446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4351467.000000 Penalty: 3395.077637
	Iteration 19Q: 3 clusters Score -4351467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4351489.500000 Penalty: 3395.077637
	Iteration 20F: 3 clusters Score -4351490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4351507.000000 Penalty: 3395.077637
	Iteration 21Q: 3 clusters Score -4351507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4351514.500000 Penalty: 3395.077637
	Iteration 22Q: 3 clusters Score -4351514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4351519.500000 Penalty: 3395.077637
	Iteration 23Q: 3 clusters Score -4351520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4351528.500000 Penalty: 3395.077637
	Iteration 24Q: 3 clusters Score -4351528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4351534.000000 Penalty: 3395.077637
	Iteration 25Q: 3 clusters Score -4351534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4351545.500000 Penalty: 3395.077637
	Iteration 26Q: 3 clusters Score -4351546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4351540.000000 Penalty: 3395.077637
	Iteration 27Q: 3 clusters Score -4351540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4351554.500000 Penalty: 3395.077637
	Iteration 28Q: 3 clusters Score -4351554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4351559.500000 Penalty: 3395.077637
	Iteration 29Q: 3 clusters Score -4351560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4351570.000000 Penalty: 3395.077637
	Iteration 30Q: 3 clusters Score -4351570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4351578.500000 Penalty: 3395.077637
	Iteration 31Q: 3 clusters Score -4351578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4351576.000000 Penalty: 3395.077637
	Iteration 32Q: 3 clusters Score -4351576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4351583.500000 Penalty: 3395.077637
	Iteration 33Q: 3 clusters Score -4351584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4351582.000000 Penalty: 3395.077637
	Iteration 34Q: 3 clusters Score -4351582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4351580.500000 Penalty: 3395.077637
	Iteration 35Q: 3 clusters Score -4351580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4351587.000000 Penalty: 3395.077637
	Iteration 36Q: 3 clusters Score -4351587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4351593.000000 Penalty: 3395.077637
	Iteration 37Q: 3 clusters Score -4351593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4351600.000000 Penalty: 3395.077637
	Iteration 38Q: 3 clusters Score -4351600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4351601.000000 Penalty: 3395.077637
	Iteration 39Q: 3 clusters Score -4351601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4351602.000000 Penalty: 3395.077637
	Iteration 40F: 3 clusters Score -4351602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4351600.500000 Penalty: 3395.077637
	Iteration 41Q: 3 clusters Score -4351600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4351616.000000 Penalty: 3395.077637
	Iteration 42Q: 3 clusters Score -4351616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4351615.500000 Penalty: 3395.077637
	Iteration 43Q: 3 clusters Score -4351616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4351624.500000 Penalty: 3395.077637
	Iteration 44Q: 3 clusters Score -4351624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4351631.000000 Penalty: 3395.077637
	Iteration 45Q: 3 clusters Score -4351631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4351631.500000 Penalty: 3395.077637
	Iteration 46Q: 3 clusters Score -4351632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4351643.000000 Penalty: 3395.077637
	Iteration 47Q: 3 clusters Score -4351643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4351643.500000 Penalty: 3395.077637
	Iteration 48Q: 3 clusters Score -4351644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4351643.500000 Penalty: 3395.077637
	Iteration 49Q: 3 clusters Score -4351644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4351637.500000 Penalty: 3395.077637
	Iteration 50Q: 3 clusters Score -4351638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4351641.500000 Penalty: 3395.077637
	Iteration 51Q: 3 clusters Score -4351642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4351644.000000 Penalty: 3395.077637
	Iteration 52Q: 3 clusters Score -4351644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4351642.500000 Penalty: 3395.077637
	Iteration 53Q: 3 clusters Score -4351642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4351642.000000 Penalty: 3395.077637
	Iteration 54Q: 3 clusters Score -4351642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4351646.000000 Penalty: 3395.077637
	Iteration 55Q: 3 clusters Score -4351646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4351650.500000 Penalty: 3395.077637
	Iteration 56Q: 3 clusters Score -4351650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4351650.500000 Penalty: 3395.077637
	Iteration 57Q: 3 clusters Score -4351650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4351648.500000 Penalty: 3395.077637
	Iteration 58Q: 3 clusters Score -4351648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4351648.500000 Penalty: 3395.077637
	Iteration 59F: 3 clusters Score -4351648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -143251.500000 Penalty: 1158.640991
	Iteration 0F: 2 clusters Score -143251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141642.625000 Penalty: 2317.281982
	Iteration 0F: 3 clusters Score -141642.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141945.500000 Penalty: 2317.281982
	Iteration 1F: 3 clusters Score -141945.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142041.937500 Penalty: 2317.281982
	Iteration 2F: 3 clusters Score -142041.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142118.718750 Penalty: 2317.281982
	Iteration 3F: 3 clusters Score -142118.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142161.875000 Penalty: 2317.281982
	Iteration 4Q: 3 clusters Score -142161.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -142188.734375 Penalty: 2317.281982
	Iteration 5Q: 3 clusters Score -142188.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -142218.531250 Penalty: 2317.281982
	Iteration 6Q: 3 clusters Score -142218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142237.171875 Penalty: 2317.281982
	Iteration 7Q: 3 clusters Score -142237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142251.000000 Penalty: 2317.281982
	Iteration 8Q: 3 clusters Score -142251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -142257.906250 Penalty: 2317.281982
	Iteration 9Q: 3 clusters Score -142257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142262.953125 Penalty: 2317.281982
	Iteration 10Q: 3 clusters Score -142263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -142268.578125 Penalty: 2317.281982
	Iteration 11Q: 3 clusters Score -142268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142271.625000 Penalty: 2317.281982
	Iteration 12Q: 3 clusters Score -142271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142278.687500 Penalty: 2317.281982
	Iteration 13Q: 3 clusters Score -142278.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142282.046875 Penalty: 2317.281982
	Iteration 14Q: 3 clusters Score -142282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142283.500000 Penalty: 2317.281982
	Iteration 15Q: 3 clusters Score -142283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142286.312500 Penalty: 2317.281982
	Iteration 16Q: 3 clusters Score -142286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -142288.062500 Penalty: 2317.281982
	Iteration 17Q: 3 clusters Score -142288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -142290.812500 Penalty: 2317.281982
	Iteration 18Q: 3 clusters Score -142290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -142292.437500 Penalty: 2317.281982
	Iteration 19Q: 3 clusters Score -142292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -142293.218750 Penalty: 2317.281982
	Iteration 20F: 3 clusters Score -142293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142295.859375 Penalty: 2317.281982
	Iteration 21Q: 3 clusters Score -142295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142296.593750 Penalty: 2317.281982
	Iteration 22Q: 3 clusters Score -142296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -142296.593750 Penalty: 2317.281982
	Iteration 23F: 3 clusters Score -142296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Entering Unmasked Estep 
Score: -1309115.625000 Penalty: 1504.407349
	Iteration 0F: 2 clusters Score -1309116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1301645.750000 Penalty: 3008.814697
	Iteration 0F: 3 clusters Score -1301646 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1304174.250000 Penalty: 3008.814697
	Iteration 1F: 3 clusters Score -1304174 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1304633.375000 Penalty: 3008.814697
	Iteration 2F: 3 clusters Score -1304633 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1305105.500000 Penalty: 3008.814697
	Iteration 3F: 3 clusters Score -1305106 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1305582.875000 Penalty: 3008.814697
	Iteration 4F: 3 clusters Score -1305583 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1306075.250000 Penalty: 3008.814697
	Iteration 5F: 3 clusters Score -1306075 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1306600.875000 Penalty: 3008.814697
	Iteration 6F: 3 clusters Score -1306601 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1307143.375000 Penalty: 3008.814697
	Iteration 7F: 3 clusters Score -1307143 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1307677.125000 Penalty: 3008.814697
	Iteration 8F: 3 clusters Score -1307677 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1308106.000000 Penalty: 3008.814697
	Iteration 9Q: 3 clusters Score -1308106 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1308415.125000 Penalty: 3008.814697
	Iteration 10Q: 3 clusters Score -1308415 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1308562.500000 Penalty: 3008.814697
	Iteration 11Q: 3 clusters Score -1308562 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1308637.750000 Penalty: 3008.814697
	Iteration 12Q: 3 clusters Score -1308638 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1308678.375000 Penalty: 3008.814697
	Iteration 13Q: 3 clusters Score -1308678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1308698.750000 Penalty: 3008.814697
	Iteration 14Q: 3 clusters Score -1308699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1308706.625000 Penalty: 3008.814697
	Iteration 15Q: 3 clusters Score -1308707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1308712.625000 Penalty: 3008.814697
	Iteration 16Q: 3 clusters Score -1308713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1308720.375000 Penalty: 3008.814697
	Iteration 17Q: 3 clusters Score -1308720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1308725.250000 Penalty: 3008.814697
	Iteration 18Q: 3 clusters Score -1308725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1308727.125000 Penalty: 3008.814697
	Iteration 19Q: 3 clusters Score -1308727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1308729.375000 Penalty: 3008.814697
	Iteration 20F: 3 clusters Score -1308729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1308731.750000 Penalty: 3008.814697
	Iteration 21Q: 3 clusters Score -1308732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1308731.750000 Penalty: 3008.814697
	Iteration 22Q: 3 clusters Score -1308732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1308733.000000 Penalty: 3008.814697
	Iteration 23Q: 3 clusters Score -1308733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1308731.125000 Penalty: 3008.814697
	Iteration 24Q: 3 clusters Score -1308731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1308732.250000 Penalty: 3008.814697
	Iteration 25Q: 3 clusters Score -1308732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1308731.500000 Penalty: 3008.814697
	Iteration 26Q: 3 clusters Score -1308732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1308731.875000 Penalty: 3008.814697
	Iteration 27Q: 3 clusters Score -1308732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1308731.875000 Penalty: 3008.814697
	Iteration 28F: 3 clusters Score -1308732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -137594.140625 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -137594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136096.468750 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -136096.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136392.625000 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -136392.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136454.390625 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -136454.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136483.187500 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -136483.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136496.515625 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -136496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136505.406250 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -136505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -136515.406250 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -136515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136525.968750 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -136526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136534.046875 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -136534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136537.531250 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -136537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136541.609375 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -136541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136548.656250 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -136548.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -136563.531250 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -136563.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -136573.328125 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -136573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136578.765625 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -136578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -136580.921875 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -136580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136581.781250 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -136581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -136581.781250 Penalty: 2279.230225
	Iteration 17F: 3 clusters Score -136581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Entering Unmasked Estep 
Score: -1532320.875000 Penalty: 1528.205811
	Iteration 0F: 2 clusters Score -1532321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1523738.750000 Penalty: 3056.411621
	Iteration 0F: 3 clusters Score -1523739 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1526761.125000 Penalty: 3056.411621
	Iteration 1F: 3 clusters Score -1526761 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1527206.875000 Penalty: 3056.411621
	Iteration 2F: 3 clusters Score -1527207 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1527540.125000 Penalty: 3056.411621
	Iteration 3F: 3 clusters Score -1527540 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1527814.000000 Penalty: 3056.411621
	Iteration 4Q: 3 clusters Score -1527814 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1528089.000000 Penalty: 3056.411621
	Iteration 5Q: 3 clusters Score -1528089 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1528372.375000 Penalty: 3056.411621
	Iteration 6Q: 3 clusters Score -1528372 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1528653.000000 Penalty: 3056.411621
	Iteration 7Q: 3 clusters Score -1528653 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1528899.125000 Penalty: 3056.411621
	Iteration 8Q: 3 clusters Score -1528899 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1529131.750000 Penalty: 3056.411621
	Iteration 9Q: 3 clusters Score -1529132 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1529342.625000 Penalty: 3056.411621
	Iteration 10Q: 3 clusters Score -1529343 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1529536.250000 Penalty: 3056.411621
	Iteration 11Q: 3 clusters Score -1529536 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1529680.250000 Penalty: 3056.411621
	Iteration 12Q: 3 clusters Score -1529680 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1529787.375000 Penalty: 3056.411621
	Iteration 13Q: 3 clusters Score -1529787 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1529877.625000 Penalty: 3056.411621
	Iteration 14Q: 3 clusters Score -1529878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1529970.625000 Penalty: 3056.411621
	Iteration 15Q: 3 clusters Score -1529971 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1530046.875000 Penalty: 3056.411621
	Iteration 16Q: 3 clusters Score -1530047 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1530130.500000 Penalty: 3056.411621
	Iteration 17Q: 3 clusters Score -1530130 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1530209.750000 Penalty: 3056.411621
	Iteration 18Q: 3 clusters Score -1530210 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1530296.125000 Penalty: 3056.411621
	Iteration 19Q: 3 clusters Score -1530296 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1530392.250000 Penalty: 3056.411621
	Iteration 20F: 3 clusters Score -1530392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1530469.250000 Penalty: 3056.411621
	Iteration 21Q: 3 clusters Score -1530469 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1530544.750000 Penalty: 3056.411621
	Iteration 22Q: 3 clusters Score -1530545 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1530610.625000 Penalty: 3056.411621
	Iteration 23Q: 3 clusters Score -1530611 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1530672.125000 Penalty: 3056.411621
	Iteration 24Q: 3 clusters Score -1530672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1530748.125000 Penalty: 3056.411621
	Iteration 25Q: 3 clusters Score -1530748 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1530820.875000 Penalty: 3056.411621
	Iteration 26Q: 3 clusters Score -1530821 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1530901.750000 Penalty: 3056.411621
	Iteration 27Q: 3 clusters Score -1530902 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1530968.625000 Penalty: 3056.411621
	Iteration 28Q: 3 clusters Score -1530969 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1531035.125000 Penalty: 3056.411621
	Iteration 29Q: 3 clusters Score -1531035 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1531112.125000 Penalty: 3056.411621
	Iteration 30Q: 3 clusters Score -1531112 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1531183.750000 Penalty: 3056.411621
	Iteration 31Q: 3 clusters Score -1531184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1531250.250000 Penalty: 3056.411621
	Iteration 32Q: 3 clusters Score -1531250 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1531307.125000 Penalty: 3056.411621
	Iteration 33Q: 3 clusters Score -1531307 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1531351.625000 Penalty: 3056.411621
	Iteration 34Q: 3 clusters Score -1531352 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1531390.875000 Penalty: 3056.411621
	Iteration 35Q: 3 clusters Score -1531391 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1531423.625000 Penalty: 3056.411621
	Iteration 36Q: 3 clusters Score -1531424 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1531454.125000 Penalty: 3056.411621
	Iteration 37Q: 3 clusters Score -1531454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1531478.000000 Penalty: 3056.411621
	Iteration 38Q: 3 clusters Score -1531478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1531497.500000 Penalty: 3056.411621
	Iteration 39Q: 3 clusters Score -1531498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1531513.125000 Penalty: 3056.411621
	Iteration 40F: 3 clusters Score -1531513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1531530.750000 Penalty: 3056.411621
	Iteration 41Q: 3 clusters Score -1531531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1531543.750000 Penalty: 3056.411621
	Iteration 42Q: 3 clusters Score -1531544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1531555.125000 Penalty: 3056.411621
	Iteration 43Q: 3 clusters Score -1531555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1531566.750000 Penalty: 3056.411621
	Iteration 44Q: 3 clusters Score -1531567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -1531568.875000 Penalty: 3056.411621
	Iteration 45Q: 3 clusters Score -1531569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1531581.250000 Penalty: 3056.411621
	Iteration 46Q: 3 clusters Score -1531581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1531586.375000 Penalty: 3056.411621
	Iteration 47Q: 3 clusters Score -1531586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1531591.875000 Penalty: 3056.411621
	Iteration 48Q: 3 clusters Score -1531592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1531593.250000 Penalty: 3056.411621
	Iteration 49Q: 3 clusters Score -1531593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1531595.875000 Penalty: 3056.411621
	Iteration 50Q: 3 clusters Score -1531596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1531596.875000 Penalty: 3056.411621
	Iteration 51Q: 3 clusters Score -1531597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1531599.500000 Penalty: 3056.411621
	Iteration 52Q: 3 clusters Score -1531600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1531600.375000 Penalty: 3056.411621
	Iteration 53Q: 3 clusters Score -1531600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1531600.500000 Penalty: 3056.411621
	Iteration 54Q: 3 clusters Score -1531600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1531602.375000 Penalty: 3056.411621
	Iteration 55Q: 3 clusters Score -1531602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1531603.250000 Penalty: 3056.411621
	Iteration 56Q: 3 clusters Score -1531603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1531603.000000 Penalty: 3056.411621
	Iteration 57Q: 3 clusters Score -1531603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1531603.500000 Penalty: 3056.411621
	Iteration 58Q: 3 clusters Score -1531604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1531606.125000 Penalty: 3056.411621
	Iteration 59Q: 3 clusters Score -1531606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1531606.000000 Penalty: 3056.411621
	Iteration 60F: 3 clusters Score -1531606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1531608.750000 Penalty: 3056.411621
	Iteration 61Q: 3 clusters Score -1531609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1531612.000000 Penalty: 3056.411621
	Iteration 62Q: 3 clusters Score -1531612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1531614.250000 Penalty: 3056.411621
	Iteration 63Q: 3 clusters Score -1531614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1531615.000000 Penalty: 3056.411621
	Iteration 64Q: 3 clusters Score -1531615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1531617.750000 Penalty: 3056.411621
	Iteration 65Q: 3 clusters Score -1531618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1531618.125000 Penalty: 3056.411621
	Iteration 66Q: 3 clusters Score -1531618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1531619.000000 Penalty: 3056.411621
	Iteration 67Q: 3 clusters Score -1531619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1531619.000000 Penalty: 3056.411621
	Iteration 68F: 3 clusters Score -1531619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -239711.187500 Penalty: 1236.763550
	Iteration 0F: 2 clusters Score -239711.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -237625.593750 Penalty: 2473.527100
	Iteration 0F: 3 clusters Score -237625.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238114.671875 Penalty: 2473.527100
	Iteration 1F: 3 clusters Score -238114.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238217.500000 Penalty: 2473.527100
	Iteration 2F: 3 clusters Score -238217.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238287.906250 Penalty: 2473.527100
	Iteration 3Q: 3 clusters Score -238287.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238324.406250 Penalty: 2473.527100
	Iteration 4Q: 3 clusters Score -238324.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238349.843750 Penalty: 2473.527100
	Iteration 5Q: 3 clusters Score -238349.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -238369.421875 Penalty: 2473.527100
	Iteration 6Q: 3 clusters Score -238369.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238388.234375 Penalty: 2473.527100
	Iteration 7Q: 3 clusters Score -238388.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -238398.156250 Penalty: 2473.527100
	Iteration 8Q: 3 clusters Score -238398.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -238402.968750 Penalty: 2473.527100
	Iteration 9Q: 3 clusters Score -238403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238405.531250 Penalty: 2473.527100
	Iteration 10Q: 3 clusters Score -238405.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238408.390625 Penalty: 2473.527100
	Iteration 11Q: 3 clusters Score -238408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238410.656250 Penalty: 2473.527100
	Iteration 12Q: 3 clusters Score -238410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238416.531250 Penalty: 2473.527100
	Iteration 13Q: 3 clusters Score -238416.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238420.828125 Penalty: 2473.527100
	Iteration 14Q: 3 clusters Score -238420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238424.296875 Penalty: 2473.527100
	Iteration 15Q: 3 clusters Score -238424.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -238427.984375 Penalty: 2473.527100
	Iteration 16Q: 3 clusters Score -238428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238437.187500 Penalty: 2473.527100
	Iteration 17Q: 3 clusters Score -238437.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -238448.390625 Penalty: 2473.527100
	Iteration 18Q: 3 clusters Score -238448.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238457.578125 Penalty: 2473.527100
	Iteration 19Q: 3 clusters Score -238457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -238463.406250 Penalty: 2473.527100
	Iteration 20F: 3 clusters Score -238463.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -238470.671875 Penalty: 2473.527100
	Iteration 21Q: 3 clusters Score -238470.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -238477.750000 Penalty: 2473.527100
	Iteration 22Q: 3 clusters Score -238477.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238487.296875 Penalty: 2473.527100
	Iteration 23Q: 3 clusters Score -238487.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -238497.718750 Penalty: 2473.527100
	Iteration 24Q: 3 clusters Score -238497.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -238508.625000 Penalty: 2473.527100
	Iteration 25Q: 3 clusters Score -238508.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238516.515625 Penalty: 2473.527100
	Iteration 26Q: 3 clusters Score -238516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -238519.812500 Penalty: 2473.527100
	Iteration 27Q: 3 clusters Score -238519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -238527.937500 Penalty: 2473.527100
	Iteration 28Q: 3 clusters Score -238527.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -238536.656250 Penalty: 2473.527100
	Iteration 29Q: 3 clusters Score -238536.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -238544.062500 Penalty: 2473.527100
	Iteration 30Q: 3 clusters Score -238544.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238550.828125 Penalty: 2473.527100
	Iteration 31Q: 3 clusters Score -238550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -238556.859375 Penalty: 2473.527100
	Iteration 32Q: 3 clusters Score -238556.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238566.171875 Penalty: 2473.527100
	Iteration 33Q: 3 clusters Score -238566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238576.468750 Penalty: 2473.527100
	Iteration 34Q: 3 clusters Score -238576.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238588.796875 Penalty: 2473.527100
	Iteration 35Q: 3 clusters Score -238588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -238595.140625 Penalty: 2473.527100
	Iteration 36Q: 3 clusters Score -238595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -238603.890625 Penalty: 2473.527100
	Iteration 37Q: 3 clusters Score -238603.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -238611.125000 Penalty: 2473.527100
	Iteration 38Q: 3 clusters Score -238611.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -238619.703125 Penalty: 2473.527100
	Iteration 39Q: 3 clusters Score -238619.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -238633.062500 Penalty: 2473.527100
	Iteration 40F: 3 clusters Score -238633.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -238656.296875 Penalty: 2473.527100
	Iteration 41Q: 3 clusters Score -238656.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -238674.937500 Penalty: 2473.527100
	Iteration 42Q: 3 clusters Score -238674.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -238695.140625 Penalty: 2473.527100
	Iteration 43Q: 3 clusters Score -238695.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -238711.750000 Penalty: 2473.527100
	Iteration 44Q: 3 clusters Score -238711.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -238727.859375 Penalty: 2473.527100
	Iteration 45Q: 3 clusters Score -238727.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -238741.093750 Penalty: 2473.527100
	Iteration 46Q: 3 clusters Score -238741.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -238747.875000 Penalty: 2473.527100
	Iteration 47Q: 3 clusters Score -238747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -238754.453125 Penalty: 2473.527100
	Iteration 48Q: 3 clusters Score -238754.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -238757.687500 Penalty: 2473.527100
	Iteration 49Q: 3 clusters Score -238757.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -238758.656250 Penalty: 2473.527100
	Iteration 50Q: 3 clusters Score -238758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -238760.156250 Penalty: 2473.527100
	Iteration 51Q: 3 clusters Score -238760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -238763.921875 Penalty: 2473.527100
	Iteration 52Q: 3 clusters Score -238763.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -238769.250000 Penalty: 2473.527100
	Iteration 53Q: 3 clusters Score -238769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -238775.515625 Penalty: 2473.527100
	Iteration 54Q: 3 clusters Score -238775.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -238780.937500 Penalty: 2473.527100
	Iteration 55Q: 3 clusters Score -238780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -238784.312500 Penalty: 2473.527100
	Iteration 56Q: 3 clusters Score -238784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -238788.906250 Penalty: 2473.527100
	Iteration 57Q: 3 clusters Score -238788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238790.625000 Penalty: 2473.527100
	Iteration 58Q: 3 clusters Score -238790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238791.093750 Penalty: 2473.527100
	Iteration 59Q: 3 clusters Score -238791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238791.687500 Penalty: 2473.527100
	Iteration 60F: 3 clusters Score -238791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -238792.468750 Penalty: 2473.527100
	Iteration 61Q: 3 clusters Score -238792.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -238793.343750 Penalty: 2473.527100
	Iteration 62Q: 3 clusters Score -238793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -238793.609375 Penalty: 2473.527100
	Iteration 63Q: 3 clusters Score -238793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -238794.156250 Penalty: 2473.527100
	Iteration 64Q: 3 clusters Score -238794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -238794.796875 Penalty: 2473.527100
	Iteration 65Q: 3 clusters Score -238794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238795.312500 Penalty: 2473.527100
	Iteration 66Q: 3 clusters Score -238795.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238796.203125 Penalty: 2473.527100
	Iteration 67Q: 3 clusters Score -238796.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238796.203125 Penalty: 2473.527100
	Iteration 68F: 3 clusters Score -238796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (75542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Entering Unmasked Estep 
Score: -9731309.000000 Penalty: 1825.272095
	Iteration 0F: 2 clusters Score -9731309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9680847.000000 Penalty: 3650.544189
	Iteration 0F: 3 clusters Score -9680847 nChanged 36064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -9702732.000000 Penalty: 3650.544189
	Iteration 1F: 3 clusters Score -9702732 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -9704238.000000 Penalty: 3650.544189
	Iteration 2Q: 3 clusters Score -9704238 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -9706771.000000 Penalty: 3650.544189
	Iteration 3F: 3 clusters Score -9706771 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -9710881.000000 Penalty: 3650.544189
	Iteration 4F: 3 clusters Score -9710881 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -9716170.000000 Penalty: 3650.544189
	Iteration 5F: 3 clusters Score -9716170 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -9720789.000000 Penalty: 3650.544189
	Iteration 6F: 3 clusters Score -9720789 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -9723580.000000 Penalty: 3650.544189
	Iteration 7F: 3 clusters Score -9723580 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -9724947.000000 Penalty: 3650.544189
	Iteration 8Q: 3 clusters Score -9724947 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9725696.000000 Penalty: 3650.544189
	Iteration 9Q: 3 clusters Score -9725696 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -9726402.000000 Penalty: 3650.544189
	Iteration 10Q: 3 clusters Score -9726402 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -9727059.000000 Penalty: 3650.544189
	Iteration 11Q: 3 clusters Score -9727059 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -9727677.000000 Penalty: 3650.544189
	Iteration 12Q: 3 clusters Score -9727677 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -9728279.000000 Penalty: 3650.544189
	Iteration 13Q: 3 clusters Score -9728279 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -9728752.000000 Penalty: 3650.544189
	Iteration 14Q: 3 clusters Score -9728752 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -9729241.000000 Penalty: 3650.544189
	Iteration 15Q: 3 clusters Score -9729241 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9729669.000000 Penalty: 3650.544189
	Iteration 16Q: 3 clusters Score -9729669 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -9730115.000000 Penalty: 3650.544189
	Iteration 17Q: 3 clusters Score -9730115 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -9730455.000000 Penalty: 3650.544189
	Iteration 18Q: 3 clusters Score -9730455 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -9730847.000000 Penalty: 3650.544189
	Iteration 19Q: 3 clusters Score -9730847 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -9731066.000000 Penalty: 3650.544189
	Iteration 20F: 3 clusters Score -9731066 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -9731299.000000 Penalty: 3650.544189
	Iteration 21Q: 3 clusters Score -9731299 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -9731489.000000 Penalty: 3650.544189
	Iteration 22Q: 3 clusters Score -9731489 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -9731700.000000 Penalty: 3650.544189
	Iteration 23Q: 3 clusters Score -9731700 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -9731809.000000 Penalty: 3650.544189
	Iteration 24Q: 3 clusters Score -9731809 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -9731899.000000 Penalty: 3650.544189
	Iteration 25Q: 3 clusters Score -9731899 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -9732018.000000 Penalty: 3650.544189
	Iteration 26Q: 3 clusters Score -9732018 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -9732063.000000 Penalty: 3650.544189
	Iteration 27Q: 3 clusters Score -9732063 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -9732115.000000 Penalty: 3650.544189
	Iteration 28Q: 3 clusters Score -9732115 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -9732164.000000 Penalty: 3650.544189
	Iteration 29Q: 3 clusters Score -9732164 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -9732203.000000 Penalty: 3650.544189
	Iteration 30Q: 3 clusters Score -9732203 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -9732254.000000 Penalty: 3650.544189
	Iteration 31Q: 3 clusters Score -9732254 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -9732282.000000 Penalty: 3650.544189
	Iteration 32Q: 3 clusters Score -9732282 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -9732290.000000 Penalty: 3650.544189
	Iteration 33Q: 3 clusters Score -9732290 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -9732325.000000 Penalty: 3650.544189
	Iteration 34Q: 3 clusters Score -9732325 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -9732358.000000 Penalty: 3650.544189
	Iteration 35Q: 3 clusters Score -9732358 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -9732363.000000 Penalty: 3650.544189
	Iteration 36Q: 3 clusters Score -9732363 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -9732365.000000 Penalty: 3650.544189
	Iteration 37Q: 3 clusters Score -9732365 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -9732377.000000 Penalty: 3650.544189
	Iteration 38Q: 3 clusters Score -9732377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -9732360.000000 Penalty: 3650.544189
	Iteration 39Q: 3 clusters Score -9732360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -9732389.000000 Penalty: 3650.544189
	Iteration 40F: 3 clusters Score -9732389 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -9732416.000000 Penalty: 3650.544189
	Iteration 41Q: 3 clusters Score -9732416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -9732417.000000 Penalty: 3650.544189
	Iteration 42Q: 3 clusters Score -9732417 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -9732411.000000 Penalty: 3650.544189
	Iteration 43Q: 3 clusters Score -9732411 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -9732424.000000 Penalty: 3650.544189
	Iteration 44Q: 3 clusters Score -9732424 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -9732459.000000 Penalty: 3650.544189
	Iteration 45Q: 3 clusters Score -9732459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -9732439.000000 Penalty: 3650.544189
	Iteration 46Q: 3 clusters Score -9732439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -9732421.000000 Penalty: 3650.544189
	Iteration 47Q: 3 clusters Score -9732421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 59453 members 
Entering Unmasked Estep 
Score: -9732417.000000 Penalty: 3650.544189
	Iteration 48Q: 3 clusters Score -9732417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -9732423.000000 Penalty: 3650.544189
	Iteration 49Q: 3 clusters Score -9732423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 59563 members 
Entering Unmasked Estep 
Score: -9732414.000000 Penalty: 3650.544189
	Iteration 50Q: 3 clusters Score -9732414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -9732424.000000 Penalty: 3650.544189
	Iteration 51Q: 3 clusters Score -9732424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -9732416.000000 Penalty: 3650.544189
	Iteration 52Q: 3 clusters Score -9732416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -9732422.000000 Penalty: 3650.544189
	Iteration 53Q: 3 clusters Score -9732422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -9732428.000000 Penalty: 3650.544189
	Iteration 54Q: 3 clusters Score -9732428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -9732414.000000 Penalty: 3650.544189
	Iteration 55Q: 3 clusters Score -9732414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -9732394.000000 Penalty: 3650.544189
	Iteration 56Q: 3 clusters Score -9732394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -9732411.000000 Penalty: 3650.544189
	Iteration 57Q: 3 clusters Score -9732411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -9732408.000000 Penalty: 3650.544189
	Iteration 58Q: 3 clusters Score -9732408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -9732422.000000 Penalty: 3650.544189
	Iteration 59Q: 3 clusters Score -9732422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -9732410.000000 Penalty: 3650.544189
	Iteration 60F: 3 clusters Score -9732410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -9732414.000000 Penalty: 3650.544189
	Iteration 61Q: 3 clusters Score -9732414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -9732422.000000 Penalty: 3650.544189
	Iteration 62Q: 3 clusters Score -9732422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -9732415.000000 Penalty: 3650.544189
	Iteration 63Q: 3 clusters Score -9732415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -9732415.000000 Penalty: 3650.544189
	Iteration 64Q: 3 clusters Score -9732415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9732404.000000 Penalty: 3650.544189
	Iteration 65Q: 3 clusters Score -9732404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 60049 members 
Entering Unmasked Estep 
Score: -9732394.000000 Penalty: 3650.544189
	Iteration 66Q: 3 clusters Score -9732394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -9732389.000000 Penalty: 3650.544189
	Iteration 67Q: 3 clusters Score -9732389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -9732399.000000 Penalty: 3650.544189
	Iteration 68Q: 3 clusters Score -9732399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -9732402.000000 Penalty: 3650.544189
	Iteration 69Q: 3 clusters Score -9732402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -9732391.000000 Penalty: 3650.544189
	Iteration 70Q: 3 clusters Score -9732391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -9732389.000000 Penalty: 3650.544189
	Iteration 71Q: 3 clusters Score -9732389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -9732382.000000 Penalty: 3650.544189
	Iteration 72Q: 3 clusters Score -9732382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -9732381.000000 Penalty: 3650.544189
	Iteration 73Q: 3 clusters Score -9732381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -9732382.000000 Penalty: 3650.544189
	Iteration 74Q: 3 clusters Score -9732382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -9732382.000000 Penalty: 3650.544189
	Iteration 75F: 3 clusters Score -9732382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 18177 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 34420 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 82523 members 
Mstep: Class 16 contains 22259 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61715 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 432 members 
Mstep: Class 26 contains 60096 members 
Entering Unmasked Estep 
Score: -59773672.000000 Penalty: 55249.664062
Splitting cluster 14 changes total score from -59772840.000000 to -59773672.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (82523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Entering Unmasked Estep 
Score: -10585554.000000 Penalty: 1839.635254
	Iteration 0F: 2 clusters Score -1.058555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -10530651.000000 Penalty: 3679.270508
	Iteration 0F: 3 clusters Score -1.053065e+07 nChanged 39506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -10553406.000000 Penalty: 3679.270508
	Iteration 1F: 3 clusters Score -1.055341e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -10554491.000000 Penalty: 3679.270508
	Iteration 2Q: 3 clusters Score -1.055449e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -10556020.000000 Penalty: 3679.270508
	Iteration 3Q: 3 clusters Score -1.055602e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -10558180.000000 Penalty: 3679.270508
	Iteration 4F: 3 clusters Score -1.055818e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -10561183.000000 Penalty: 3679.270508
	Iteration 5F: 3 clusters Score -1.056118e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -10565177.000000 Penalty: 3679.270508
	Iteration 6F: 3 clusters Score -1.056518e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -10569862.000000 Penalty: 3679.270508
	Iteration 7F: 3 clusters Score -1.056986e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -10574613.000000 Penalty: 3679.270508
	Iteration 8F: 3 clusters Score -1.057461e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -10578438.000000 Penalty: 3679.270508
	Iteration 9F: 3 clusters Score -1.057844e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 79107 members 
Entering Unmasked Estep 
Score: -10581166.000000 Penalty: 3679.270508
	Iteration 10Q: 3 clusters Score -1.058117e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -10582674.000000 Penalty: 3679.270508
	Iteration 11Q: 3 clusters Score -1.058267e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -10583382.000000 Penalty: 3679.270508
	Iteration 12Q: 3 clusters Score -1.058338e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -10583671.000000 Penalty: 3679.270508
	Iteration 13Q: 3 clusters Score -1.058367e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -10583774.000000 Penalty: 3679.270508
	Iteration 14Q: 3 clusters Score -1.058377e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -10583842.000000 Penalty: 3679.270508
	Iteration 15Q: 3 clusters Score -1.058384e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -10583869.000000 Penalty: 3679.270508
	Iteration 16Q: 3 clusters Score -1.058387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -10583891.000000 Penalty: 3679.270508
	Iteration 17Q: 3 clusters Score -1.058389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -10583926.000000 Penalty: 3679.270508
	Iteration 18Q: 3 clusters Score -1.058393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -10583939.000000 Penalty: 3679.270508
	Iteration 19Q: 3 clusters Score -1.058394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -10583947.000000 Penalty: 3679.270508
	Iteration 20F: 3 clusters Score -1.058395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -10583964.000000 Penalty: 3679.270508
	Iteration 21Q: 3 clusters Score -1.058396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -10583971.000000 Penalty: 3679.270508
	Iteration 22Q: 3 clusters Score -1.058397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -10583975.000000 Penalty: 3679.270508
	Iteration 23Q: 3 clusters Score -1.058398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -10583975.000000 Penalty: 3679.270508
	Iteration 24F: 3 clusters Score -1.058398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Entering Unmasked Estep 
Score: -2741327.250000 Penalty: 1626.706543
	Iteration 0F: 2 clusters Score -2741327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2726179.000000 Penalty: 3253.413086
	Iteration 0F: 3 clusters Score -2726179 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2731715.000000 Penalty: 3253.413086
	Iteration 1F: 3 clusters Score -2731715 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2732145.750000 Penalty: 3253.413086
	Iteration 2F: 3 clusters Score -2732146 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2732507.000000 Penalty: 3253.413086
	Iteration 3Q: 3 clusters Score -2732507 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2732871.750000 Penalty: 3253.413086
	Iteration 4Q: 3 clusters Score -2732872 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2733201.250000 Penalty: 3253.413086
	Iteration 5Q: 3 clusters Score -2733201 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2733488.750000 Penalty: 3253.413086
	Iteration 6Q: 3 clusters Score -2733489 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2733766.500000 Penalty: 3253.413086
	Iteration 7Q: 3 clusters Score -2733766 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2734066.500000 Penalty: 3253.413086
	Iteration 8Q: 3 clusters Score -2734066 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -2734434.250000 Penalty: 3253.413086
	Iteration 9Q: 3 clusters Score -2734434 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -2734887.250000 Penalty: 3253.413086
	Iteration 10Q: 3 clusters Score -2734887 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2735384.000000 Penalty: 3253.413086
	Iteration 11Q: 3 clusters Score -2735384 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2735905.000000 Penalty: 3253.413086
	Iteration 12Q: 3 clusters Score -2735905 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2736394.500000 Penalty: 3253.413086
	Iteration 13Q: 3 clusters Score -2736394 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2736853.750000 Penalty: 3253.413086
	Iteration 14Q: 3 clusters Score -2736854 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2737269.250000 Penalty: 3253.413086
	Iteration 15Q: 3 clusters Score -2737269 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2737623.250000 Penalty: 3253.413086
	Iteration 16Q: 3 clusters Score -2737623 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2737905.500000 Penalty: 3253.413086
	Iteration 17Q: 3 clusters Score -2737906 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2738150.250000 Penalty: 3253.413086
	Iteration 18Q: 3 clusters Score -2738150 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2738387.750000 Penalty: 3253.413086
	Iteration 19Q: 3 clusters Score -2738388 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2738637.750000 Penalty: 3253.413086
	Iteration 20F: 3 clusters Score -2738638 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2738874.250000 Penalty: 3253.413086
	Iteration 21Q: 3 clusters Score -2738874 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2739111.750000 Penalty: 3253.413086
	Iteration 22Q: 3 clusters Score -2739112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2739279.250000 Penalty: 3253.413086
	Iteration 23Q: 3 clusters Score -2739279 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2739443.000000 Penalty: 3253.413086
	Iteration 24Q: 3 clusters Score -2739443 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2739576.000000 Penalty: 3253.413086
	Iteration 25Q: 3 clusters Score -2739576 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2739663.250000 Penalty: 3253.413086
	Iteration 26Q: 3 clusters Score -2739663 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2739740.750000 Penalty: 3253.413086
	Iteration 27Q: 3 clusters Score -2739741 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2739784.500000 Penalty: 3253.413086
	Iteration 28Q: 3 clusters Score -2739784 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2739819.750000 Penalty: 3253.413086
	Iteration 29Q: 3 clusters Score -2739820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2739851.000000 Penalty: 3253.413086
	Iteration 30Q: 3 clusters Score -2739851 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2739880.500000 Penalty: 3253.413086
	Iteration 31Q: 3 clusters Score -2739880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2739902.500000 Penalty: 3253.413086
	Iteration 32Q: 3 clusters Score -2739902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2739904.000000 Penalty: 3253.413086
	Iteration 33Q: 3 clusters Score -2739904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2739917.250000 Penalty: 3253.413086
	Iteration 34Q: 3 clusters Score -2739917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2739928.000000 Penalty: 3253.413086
	Iteration 35Q: 3 clusters Score -2739928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2739937.500000 Penalty: 3253.413086
	Iteration 36Q: 3 clusters Score -2739938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2739948.500000 Penalty: 3253.413086
	Iteration 37Q: 3 clusters Score -2739948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2739952.750000 Penalty: 3253.413086
	Iteration 38Q: 3 clusters Score -2739953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2739958.750000 Penalty: 3253.413086
	Iteration 39Q: 3 clusters Score -2739959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2739964.000000 Penalty: 3253.413086
	Iteration 40F: 3 clusters Score -2739964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2739967.000000 Penalty: 3253.413086
	Iteration 41Q: 3 clusters Score -2739967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2739969.000000 Penalty: 3253.413086
	Iteration 42Q: 3 clusters Score -2739969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2739974.500000 Penalty: 3253.413086
	Iteration 43Q: 3 clusters Score -2739974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2739971.750000 Penalty: 3253.413086
	Iteration 44Q: 3 clusters Score -2739972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2739976.250000 Penalty: 3253.413086
	Iteration 45Q: 3 clusters Score -2739976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2739981.500000 Penalty: 3253.413086
	Iteration 46Q: 3 clusters Score -2739982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2739988.500000 Penalty: 3253.413086
	Iteration 47Q: 3 clusters Score -2739988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2739985.250000 Penalty: 3253.413086
	Iteration 48Q: 3 clusters Score -2739985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2739987.500000 Penalty: 3253.413086
	Iteration 49Q: 3 clusters Score -2739988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2739987.500000 Penalty: 3253.413086
	Iteration 50F: 3 clusters Score -2739988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -869883.000000 Penalty: 1439.415527
	Iteration 0F: 2 clusters Score -869883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -864621.437500 Penalty: 2878.831055
	Iteration 0F: 3 clusters Score -864621.4 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -866115.562500 Penalty: 2878.831055
	Iteration 1F: 3 clusters Score -866115.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -866335.687500 Penalty: 2878.831055
	Iteration 2F: 3 clusters Score -866335.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -866502.937500 Penalty: 2878.831055
	Iteration 3Q: 3 clusters Score -866502.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -866635.500000 Penalty: 2878.831055
	Iteration 4Q: 3 clusters Score -866635.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -866785.000000 Penalty: 2878.831055
	Iteration 5Q: 3 clusters Score -866785 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -866944.562500 Penalty: 2878.831055
	Iteration 6Q: 3 clusters Score -866944.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -867121.875000 Penalty: 2878.831055
	Iteration 7Q: 3 clusters Score -867121.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -867303.125000 Penalty: 2878.831055
	Iteration 8Q: 3 clusters Score -867303.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -867506.000000 Penalty: 2878.831055
	Iteration 9Q: 3 clusters Score -867506 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -867718.812500 Penalty: 2878.831055
	Iteration 10Q: 3 clusters Score -867718.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -867933.000000 Penalty: 2878.831055
	Iteration 11Q: 3 clusters Score -867933 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -868129.375000 Penalty: 2878.831055
	Iteration 12Q: 3 clusters Score -868129.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -868298.375000 Penalty: 2878.831055
	Iteration 13Q: 3 clusters Score -868298.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -868433.562500 Penalty: 2878.831055
	Iteration 14Q: 3 clusters Score -868433.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -868506.562500 Penalty: 2878.831055
	Iteration 15Q: 3 clusters Score -868506.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -868574.687500 Penalty: 2878.831055
	Iteration 16Q: 3 clusters Score -868574.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -868628.125000 Penalty: 2878.831055
	Iteration 17Q: 3 clusters Score -868628.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -868666.562500 Penalty: 2878.831055
	Iteration 18Q: 3 clusters Score -868666.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -868695.125000 Penalty: 2878.831055
	Iteration 19Q: 3 clusters Score -868695.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -868725.312500 Penalty: 2878.831055
	Iteration 20F: 3 clusters Score -868725.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -868762.437500 Penalty: 2878.831055
	Iteration 21Q: 3 clusters Score -868762.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -868780.250000 Penalty: 2878.831055
	Iteration 22Q: 3 clusters Score -868780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -868791.750000 Penalty: 2878.831055
	Iteration 23Q: 3 clusters Score -868791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -868802.250000 Penalty: 2878.831055
	Iteration 24Q: 3 clusters Score -868802.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -868807.187500 Penalty: 2878.831055
	Iteration 25Q: 3 clusters Score -868807.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -868812.812500 Penalty: 2878.831055
	Iteration 26Q: 3 clusters Score -868812.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -868819.500000 Penalty: 2878.831055
	Iteration 27Q: 3 clusters Score -868819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -868822.625000 Penalty: 2878.831055
	Iteration 28Q: 3 clusters Score -868822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -868822.250000 Penalty: 2878.831055
	Iteration 29Q: 3 clusters Score -868822.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -868822.250000 Penalty: 2878.831055
	Iteration 30F: 3 clusters Score -868822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -31985.744141 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -31985.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31122.498047 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -31122.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31203.505859 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -31203.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31220.267578 Penalty: 1812.183472
	Iteration 2Q: 3 clusters Score -31220.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31226.292969 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -31226.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31232.957031 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -31232.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31234.580078 Penalty: 1812.183472
	Iteration 5Q: 3 clusters Score -31234.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31234.580078 Penalty: 1812.183472
	Iteration 6F: 3 clusters Score -31234.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Entering Unmasked Estep 
Score: -17653.425781 Penalty: 913.902893
	Iteration 0F: 2 clusters Score -17653.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -16987.164062 Penalty: 1827.805786
	Iteration 0F: 3 clusters Score -16987.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17423.009766 Penalty: 1827.805786
	Iteration 1F: 3 clusters Score -17423.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17630.623047 Penalty: 1827.805786
	Iteration 2F: 3 clusters Score -17630.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17671.824219 Penalty: 1827.805786
	Iteration 3Q: 3 clusters Score -17671.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17717.019531 Penalty: 1827.805786
	Iteration 4Q: 3 clusters Score -17717.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17816.902344 Penalty: 1827.805786
	Iteration 5Q: 3 clusters Score -17816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17845.322266 Penalty: 1827.805786
	Iteration 6Q: 3 clusters Score -17845.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17855.228516 Penalty: 1827.805786
	Iteration 7Q: 3 clusters Score -17855.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17856.310547 Penalty: 1827.805786
	Iteration 8Q: 3 clusters Score -17856.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -17858.144531 Penalty: 1827.805786
	Iteration 9F: 3 clusters Score -17858.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17966.767578 Penalty: 1827.805786
	Iteration 10Q: 3 clusters Score -17966.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17968.068359 Penalty: 1827.805786
	Iteration 11Q: 3 clusters Score -17968.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17968.068359 Penalty: 1827.805786
	Iteration 12F: 3 clusters Score -17968.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 18177 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 34420 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 82523 members 
Mstep: Class 16 contains 22259 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 139 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61715 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 432 members 
Mstep: Class 26 contains 60096 members 
Mstep: Class 27 contains 138 members 
Entering Unmasked Estep 
Score: -59772780.000000 Penalty: 57374.648438
Splitting cluster 19 changes total score from -59772840.000000 to -59772780.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -307833.593750 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -307833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -305403.718750 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -305403.7 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -306084.218750 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -306084.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -306354.875000 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -306354.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306597.812500 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -306597.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -306753.843750 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -306753.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -306837.406250 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -306837.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -306881.968750 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -306882 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -306918.062500 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -306918.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -306946.218750 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -306946.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -306966.187500 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -306966.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306989.750000 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -306989.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -307009.093750 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -307009.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -307024.218750 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -307024.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -307037.531250 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -307037.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -307053.781250 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -307053.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -307069.031250 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -307069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -307085.687500 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -307085.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -307104.062500 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -307104.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -307119.687500 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -307119.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -307131.218750 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -307131.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -307148.437500 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -307148.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -307165.312500 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -307165.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -307182.437500 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -307182.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -307191.875000 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -307191.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -307202.218750 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -307202.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -307215.375000 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -307215.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -307224.718750 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -307224.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -307233.093750 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -307233.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -307239.125000 Penalty: 2554.183838
	Iteration 28Q: 3 clusters Score -307239.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -307242.218750 Penalty: 2554.183838
	Iteration 29Q: 3 clusters Score -307242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -307247.062500 Penalty: 2554.183838
	Iteration 30Q: 3 clusters Score -307247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -307249.312500 Penalty: 2554.183838
	Iteration 31Q: 3 clusters Score -307249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -307251.187500 Penalty: 2554.183838
	Iteration 32Q: 3 clusters Score -307251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -307252.812500 Penalty: 2554.183838
	Iteration 33Q: 3 clusters Score -307252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -307255.875000 Penalty: 2554.183838
	Iteration 34Q: 3 clusters Score -307255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -307256.218750 Penalty: 2554.183838
	Iteration 35Q: 3 clusters Score -307256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -307256.218750 Penalty: 2554.183838
	Iteration 36F: 3 clusters Score -307256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Entering Unmasked Estep 
Score: -867563.562500 Penalty: 1435.769043
	Iteration 0F: 2 clusters Score -867563.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -862461.375000 Penalty: 2871.538086
	Iteration 0F: 3 clusters Score -862461.4 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -864052.500000 Penalty: 2871.538086
	Iteration 1F: 3 clusters Score -864052.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -864279.000000 Penalty: 2871.538086
	Iteration 2F: 3 clusters Score -864279 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -864449.687500 Penalty: 2871.538086
	Iteration 3F: 3 clusters Score -864449.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -864590.500000 Penalty: 2871.538086
	Iteration 4Q: 3 clusters Score -864590.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -864758.812500 Penalty: 2871.538086
	Iteration 5Q: 3 clusters Score -864758.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -864933.250000 Penalty: 2871.538086
	Iteration 6Q: 3 clusters Score -864933.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -865174.750000 Penalty: 2871.538086
	Iteration 7Q: 3 clusters Score -865174.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -865433.187500 Penalty: 2871.538086
	Iteration 8Q: 3 clusters Score -865433.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -865668.625000 Penalty: 2871.538086
	Iteration 9Q: 3 clusters Score -865668.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -865863.750000 Penalty: 2871.538086
	Iteration 10Q: 3 clusters Score -865863.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -866004.562500 Penalty: 2871.538086
	Iteration 11Q: 3 clusters Score -866004.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -866091.187500 Penalty: 2871.538086
	Iteration 12Q: 3 clusters Score -866091.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -866150.500000 Penalty: 2871.538086
	Iteration 13Q: 3 clusters Score -866150.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -866196.687500 Penalty: 2871.538086
	Iteration 14Q: 3 clusters Score -866196.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -866243.375000 Penalty: 2871.538086
	Iteration 15Q: 3 clusters Score -866243.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -866271.625000 Penalty: 2871.538086
	Iteration 16Q: 3 clusters Score -866271.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -866292.437500 Penalty: 2871.538086
	Iteration 17Q: 3 clusters Score -866292.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -866309.062500 Penalty: 2871.538086
	Iteration 18Q: 3 clusters Score -866309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -866325.437500 Penalty: 2871.538086
	Iteration 19Q: 3 clusters Score -866325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -866333.187500 Penalty: 2871.538086
	Iteration 20F: 3 clusters Score -866333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -866336.062500 Penalty: 2871.538086
	Iteration 21Q: 3 clusters Score -866336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -866338.125000 Penalty: 2871.538086
	Iteration 22Q: 3 clusters Score -866338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -866341.562500 Penalty: 2871.538086
	Iteration 23Q: 3 clusters Score -866341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -866344.750000 Penalty: 2871.538086
	Iteration 24Q: 3 clusters Score -866344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -866346.187500 Penalty: 2871.538086
	Iteration 25Q: 3 clusters Score -866346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -866349.312500 Penalty: 2871.538086
	Iteration 26Q: 3 clusters Score -866349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -866352.437500 Penalty: 2871.538086
	Iteration 27Q: 3 clusters Score -866352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -866356.937500 Penalty: 2871.538086
	Iteration 28Q: 3 clusters Score -866356.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -866358.062500 Penalty: 2871.538086
	Iteration 29Q: 3 clusters Score -866358.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -866360.937500 Penalty: 2871.538086
	Iteration 30Q: 3 clusters Score -866360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -866360.937500 Penalty: 2871.538086
	Iteration 31F: 3 clusters Score -866360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Entering Unmasked Estep 
Score: -304844.031250 Penalty: 1264.095337
	Iteration 0F: 2 clusters Score -304844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302475.812500 Penalty: 2528.190674
	Iteration 0F: 3 clusters Score -302475.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -302992.812500 Penalty: 2528.190674
	Iteration 1F: 3 clusters Score -302992.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -303141.406250 Penalty: 2528.190674
	Iteration 2F: 3 clusters Score -303141.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303230.406250 Penalty: 2528.190674
	Iteration 3F: 3 clusters Score -303230.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -303306.468750 Penalty: 2528.190674
	Iteration 4Q: 3 clusters Score -303306.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -303358.906250 Penalty: 2528.190674
	Iteration 5Q: 3 clusters Score -303358.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -303393.687500 Penalty: 2528.190674
	Iteration 6Q: 3 clusters Score -303393.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -303425.531250 Penalty: 2528.190674
	Iteration 7Q: 3 clusters Score -303425.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -303448.781250 Penalty: 2528.190674
	Iteration 8Q: 3 clusters Score -303448.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -303476.281250 Penalty: 2528.190674
	Iteration 9Q: 3 clusters Score -303476.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -303501.843750 Penalty: 2528.190674
	Iteration 10Q: 3 clusters Score -303501.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -303525.343750 Penalty: 2528.190674
	Iteration 11Q: 3 clusters Score -303525.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -303546.375000 Penalty: 2528.190674
	Iteration 12Q: 3 clusters Score -303546.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -303571.000000 Penalty: 2528.190674
	Iteration 13Q: 3 clusters Score -303571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -303595.031250 Penalty: 2528.190674
	Iteration 14Q: 3 clusters Score -303595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -303617.593750 Penalty: 2528.190674
	Iteration 15Q: 3 clusters Score -303617.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -303628.500000 Penalty: 2528.190674
	Iteration 16Q: 3 clusters Score -303628.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -303636.312500 Penalty: 2528.190674
	Iteration 17Q: 3 clusters Score -303636.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -303650.093750 Penalty: 2528.190674
	Iteration 18Q: 3 clusters Score -303650.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -303662.906250 Penalty: 2528.190674
	Iteration 19Q: 3 clusters Score -303662.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -303676.437500 Penalty: 2528.190674
	Iteration 20F: 3 clusters Score -303676.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -303688.843750 Penalty: 2528.190674
	Iteration 21Q: 3 clusters Score -303688.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -303702.406250 Penalty: 2528.190674
	Iteration 22Q: 3 clusters Score -303702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -303711.187500 Penalty: 2528.190674
	Iteration 23Q: 3 clusters Score -303711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -303721.531250 Penalty: 2528.190674
	Iteration 24Q: 3 clusters Score -303721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -303729.500000 Penalty: 2528.190674
	Iteration 25Q: 3 clusters Score -303729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -303735.656250 Penalty: 2528.190674
	Iteration 26Q: 3 clusters Score -303735.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -303742.562500 Penalty: 2528.190674
	Iteration 27Q: 3 clusters Score -303742.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -303749.312500 Penalty: 2528.190674
	Iteration 28Q: 3 clusters Score -303749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -303751.437500 Penalty: 2528.190674
	Iteration 29Q: 3 clusters Score -303751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -303752.875000 Penalty: 2528.190674
	Iteration 30Q: 3 clusters Score -303752.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -303753.656250 Penalty: 2528.190674
	Iteration 31Q: 3 clusters Score -303753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -303753.656250 Penalty: 2528.190674
	Iteration 32F: 3 clusters Score -303753.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Entering Unmasked Estep 
Score: -7946947.500000 Penalty: 1792.420776
	Iteration 0F: 2 clusters Score -7946948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -7905644.500000 Penalty: 3584.841553
	Iteration 0F: 3 clusters Score -7905644 nChanged 29347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -7922260.500000 Penalty: 3584.841553
	Iteration 1F: 3 clusters Score -7922260 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7922709.500000 Penalty: 3584.841553
	Iteration 2Q: 3 clusters Score -7922710 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -7923233.000000 Penalty: 3584.841553
	Iteration 3Q: 3 clusters Score -7923233 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -7923834.500000 Penalty: 3584.841553
	Iteration 4Q: 3 clusters Score -7923834 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -7924682.000000 Penalty: 3584.841553
	Iteration 5Q: 3 clusters Score -7924682 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -7925787.000000 Penalty: 3584.841553
	Iteration 6Q: 3 clusters Score -7925787 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7927479.500000 Penalty: 3584.841553
	Iteration 7F: 3 clusters Score -7927480 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -7930055.000000 Penalty: 3584.841553
	Iteration 8F: 3 clusters Score -7930055 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -7933473.000000 Penalty: 3584.841553
	Iteration 9F: 3 clusters Score -7933473 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -7937396.500000 Penalty: 3584.841553
	Iteration 10F: 3 clusters Score -7937396 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -7940959.500000 Penalty: 3584.841553
	Iteration 11F: 3 clusters Score -7940960 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -7943152.500000 Penalty: 3584.841553
	Iteration 12Q: 3 clusters Score -7943152 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -7944258.000000 Penalty: 3584.841553
	Iteration 13Q: 3 clusters Score -7944258 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -7944838.000000 Penalty: 3584.841553
	Iteration 14Q: 3 clusters Score -7944838 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -7945108.000000 Penalty: 3584.841553
	Iteration 15Q: 3 clusters Score -7945108 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7945265.500000 Penalty: 3584.841553
	Iteration 16Q: 3 clusters Score -7945266 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -7945364.000000 Penalty: 3584.841553
	Iteration 17Q: 3 clusters Score -7945364 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -7945423.000000 Penalty: 3584.841553
	Iteration 18Q: 3 clusters Score -7945423 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -7945443.500000 Penalty: 3584.841553
	Iteration 19Q: 3 clusters Score -7945444 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -7945475.500000 Penalty: 3584.841553
	Iteration 20F: 3 clusters Score -7945476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -7945502.000000 Penalty: 3584.841553
	Iteration 21Q: 3 clusters Score -7945502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -7945547.500000 Penalty: 3584.841553
	Iteration 22Q: 3 clusters Score -7945548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -7945566.500000 Penalty: 3584.841553
	Iteration 23Q: 3 clusters Score -7945566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7945582.000000 Penalty: 3584.841553
	Iteration 24Q: 3 clusters Score -7945582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58905 members 
Entering Unmasked Estep 
Score: -7945598.000000 Penalty: 3584.841553
	Iteration 25Q: 3 clusters Score -7945598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -7945604.500000 Penalty: 3584.841553
	Iteration 26Q: 3 clusters Score -7945604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -7945617.000000 Penalty: 3584.841553
	Iteration 27Q: 3 clusters Score -7945617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -7945611.500000 Penalty: 3584.841553
	Iteration 28Q: 3 clusters Score -7945612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -7945625.500000 Penalty: 3584.841553
	Iteration 29Q: 3 clusters Score -7945626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -7945625.500000 Penalty: 3584.841553
	Iteration 30Q: 3 clusters Score -7945626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -7945635.000000 Penalty: 3584.841553
	Iteration 31Q: 3 clusters Score -7945635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -7945642.000000 Penalty: 3584.841553
	Iteration 32Q: 3 clusters Score -7945642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -7945653.000000 Penalty: 3584.841553
	Iteration 33Q: 3 clusters Score -7945653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -7945652.500000 Penalty: 3584.841553
	Iteration 34Q: 3 clusters Score -7945652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -7945664.000000 Penalty: 3584.841553
	Iteration 35Q: 3 clusters Score -7945664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -7945667.000000 Penalty: 3584.841553
	Iteration 36Q: 3 clusters Score -7945667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -7945678.500000 Penalty: 3584.841553
	Iteration 37Q: 3 clusters Score -7945678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -7945691.000000 Penalty: 3584.841553
	Iteration 38Q: 3 clusters Score -7945691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -7945694.000000 Penalty: 3584.841553
	Iteration 39Q: 3 clusters Score -7945694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -7945691.500000 Penalty: 3584.841553
	Iteration 40F: 3 clusters Score -7945692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -7945690.000000 Penalty: 3584.841553
	Iteration 41Q: 3 clusters Score -7945690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -7945693.500000 Penalty: 3584.841553
	Iteration 42Q: 3 clusters Score -7945694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 59497 members 
Entering Unmasked Estep 
Score: -7945684.000000 Penalty: 3584.841553
	Iteration 43Q: 3 clusters Score -7945684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -7945694.000000 Penalty: 3584.841553
	Iteration 44Q: 3 clusters Score -7945694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -7945700.000000 Penalty: 3584.841553
	Iteration 45Q: 3 clusters Score -7945700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -7945705.500000 Penalty: 3584.841553
	Iteration 46Q: 3 clusters Score -7945706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -7945709.500000 Penalty: 3584.841553
	Iteration 47Q: 3 clusters Score -7945710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -7945718.000000 Penalty: 3584.841553
	Iteration 48Q: 3 clusters Score -7945718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -7945713.500000 Penalty: 3584.841553
	Iteration 49Q: 3 clusters Score -7945714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -7945720.500000 Penalty: 3584.841553
	Iteration 50Q: 3 clusters Score -7945720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -7945734.500000 Penalty: 3584.841553
	Iteration 51Q: 3 clusters Score -7945734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 59645 members 
Entering Unmasked Estep 
Score: -7945735.500000 Penalty: 3584.841553
	Iteration 52Q: 3 clusters Score -7945736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -7945732.000000 Penalty: 3584.841553
	Iteration 53Q: 3 clusters Score -7945732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -7945734.000000 Penalty: 3584.841553
	Iteration 54Q: 3 clusters Score -7945734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -7945741.000000 Penalty: 3584.841553
	Iteration 55Q: 3 clusters Score -7945741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -7945743.000000 Penalty: 3584.841553
	Iteration 56Q: 3 clusters Score -7945743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -7945746.000000 Penalty: 3584.841553
	Iteration 57Q: 3 clusters Score -7945746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -7945744.500000 Penalty: 3584.841553
	Iteration 58Q: 3 clusters Score -7945744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -7945748.500000 Penalty: 3584.841553
	Iteration 59Q: 3 clusters Score -7945748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -7945747.500000 Penalty: 3584.841553
	Iteration 60F: 3 clusters Score -7945748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 59693 members 
Entering Unmasked Estep 
Score: -7945750.000000 Penalty: 3584.841553
	Iteration 61Q: 3 clusters Score -7945750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -7945743.500000 Penalty: 3584.841553
	Iteration 62Q: 3 clusters Score -7945744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 59700 members 
Entering Unmasked Estep 
Score: -7945751.000000 Penalty: 3584.841553
	Iteration 63Q: 3 clusters Score -7945751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -7945752.000000 Penalty: 3584.841553
	Iteration 64Q: 3 clusters Score -7945752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -7945752.500000 Penalty: 3584.841553
	Iteration 65Q: 3 clusters Score -7945752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -7945754.000000 Penalty: 3584.841553
	Iteration 66Q: 3 clusters Score -7945754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 59724 members 
Entering Unmasked Estep 
Score: -7945760.000000 Penalty: 3584.841553
	Iteration 67Q: 3 clusters Score -7945760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -7945764.500000 Penalty: 3584.841553
	Iteration 68Q: 3 clusters Score -7945764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -7945763.500000 Penalty: 3584.841553
	Iteration 69Q: 3 clusters Score -7945764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -7945764.500000 Penalty: 3584.841553
	Iteration 70Q: 3 clusters Score -7945764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -7945772.500000 Penalty: 3584.841553
	Iteration 71Q: 3 clusters Score -7945772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 59743 members 
Entering Unmasked Estep 
Score: -7945766.000000 Penalty: 3584.841553
	Iteration 72Q: 3 clusters Score -7945766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7945767.500000 Penalty: 3584.841553
	Iteration 73Q: 3 clusters Score -7945768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7945767.500000 Penalty: 3584.841553
	Iteration 74Q: 3 clusters Score -7945768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7945767.500000 Penalty: 3584.841553
	Iteration 75F: 3 clusters Score -7945768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Entering Unmasked Estep 
Score: -828312.000000 Penalty: 1439.369385
	Iteration 0F: 2 clusters Score -828312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -823039.937500 Penalty: 2878.738770
	Iteration 0F: 3 clusters Score -823039.9 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -824755.375000 Penalty: 2878.738770
	Iteration 1F: 3 clusters Score -824755.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -825042.562500 Penalty: 2878.738770
	Iteration 2F: 3 clusters Score -825042.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -825253.750000 Penalty: 2878.738770
	Iteration 3F: 3 clusters Score -825253.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -825446.937500 Penalty: 2878.738770
	Iteration 4Q: 3 clusters Score -825446.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -825603.312500 Penalty: 2878.738770
	Iteration 5Q: 3 clusters Score -825603.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -825736.937500 Penalty: 2878.738770
	Iteration 6Q: 3 clusters Score -825736.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -825854.062500 Penalty: 2878.738770
	Iteration 7Q: 3 clusters Score -825854.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -825949.062500 Penalty: 2878.738770
	Iteration 8Q: 3 clusters Score -825949.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -826050.375000 Penalty: 2878.738770
	Iteration 9Q: 3 clusters Score -826050.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -826140.500000 Penalty: 2878.738770
	Iteration 10Q: 3 clusters Score -826140.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -826210.250000 Penalty: 2878.738770
	Iteration 11Q: 3 clusters Score -826210.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -826285.687500 Penalty: 2878.738770
	Iteration 12Q: 3 clusters Score -826285.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -826367.125000 Penalty: 2878.738770
	Iteration 13Q: 3 clusters Score -826367.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -826446.500000 Penalty: 2878.738770
	Iteration 14Q: 3 clusters Score -826446.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -826495.000000 Penalty: 2878.738770
	Iteration 15Q: 3 clusters Score -826495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -826544.500000 Penalty: 2878.738770
	Iteration 16Q: 3 clusters Score -826544.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -826589.500000 Penalty: 2878.738770
	Iteration 17Q: 3 clusters Score -826589.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -826631.937500 Penalty: 2878.738770
	Iteration 18Q: 3 clusters Score -826631.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -826659.625000 Penalty: 2878.738770
	Iteration 19Q: 3 clusters Score -826659.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -826696.250000 Penalty: 2878.738770
	Iteration 20F: 3 clusters Score -826696.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -826726.000000 Penalty: 2878.738770
	Iteration 21Q: 3 clusters Score -826726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -826741.375000 Penalty: 2878.738770
	Iteration 22Q: 3 clusters Score -826741.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -826753.250000 Penalty: 2878.738770
	Iteration 23Q: 3 clusters Score -826753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -826763.062500 Penalty: 2878.738770
	Iteration 24Q: 3 clusters Score -826763.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -826770.375000 Penalty: 2878.738770
	Iteration 25Q: 3 clusters Score -826770.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -826776.625000 Penalty: 2878.738770
	Iteration 26Q: 3 clusters Score -826776.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -826782.437500 Penalty: 2878.738770
	Iteration 27Q: 3 clusters Score -826782.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -826790.562500 Penalty: 2878.738770
	Iteration 28Q: 3 clusters Score -826790.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -826800.312500 Penalty: 2878.738770
	Iteration 29Q: 3 clusters Score -826800.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -826806.062500 Penalty: 2878.738770
	Iteration 30Q: 3 clusters Score -826806.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -826811.312500 Penalty: 2878.738770
	Iteration 31Q: 3 clusters Score -826811.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -826815.937500 Penalty: 2878.738770
	Iteration 32Q: 3 clusters Score -826815.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -826822.500000 Penalty: 2878.738770
	Iteration 33Q: 3 clusters Score -826822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -826829.437500 Penalty: 2878.738770
	Iteration 34Q: 3 clusters Score -826829.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -826838.187500 Penalty: 2878.738770
	Iteration 35Q: 3 clusters Score -826838.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -826846.687500 Penalty: 2878.738770
	Iteration 36Q: 3 clusters Score -826846.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -826856.812500 Penalty: 2878.738770
	Iteration 37Q: 3 clusters Score -826856.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -826864.875000 Penalty: 2878.738770
	Iteration 38Q: 3 clusters Score -826864.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -826872.562500 Penalty: 2878.738770
	Iteration 39Q: 3 clusters Score -826872.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -826884.437500 Penalty: 2878.738770
	Iteration 40F: 3 clusters Score -826884.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -826894.062500 Penalty: 2878.738770
	Iteration 41Q: 3 clusters Score -826894.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -826904.187500 Penalty: 2878.738770
	Iteration 42Q: 3 clusters Score -826904.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -826917.937500 Penalty: 2878.738770
	Iteration 43Q: 3 clusters Score -826917.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -826927.812500 Penalty: 2878.738770
	Iteration 44Q: 3 clusters Score -826927.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -826936.562500 Penalty: 2878.738770
	Iteration 45Q: 3 clusters Score -826936.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -826942.750000 Penalty: 2878.738770
	Iteration 46Q: 3 clusters Score -826942.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -826949.062500 Penalty: 2878.738770
	Iteration 47Q: 3 clusters Score -826949.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -826954.625000 Penalty: 2878.738770
	Iteration 48Q: 3 clusters Score -826954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -826957.812500 Penalty: 2878.738770
	Iteration 49Q: 3 clusters Score -826957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -826961.937500 Penalty: 2878.738770
	Iteration 50Q: 3 clusters Score -826961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -826966.812500 Penalty: 2878.738770
	Iteration 51Q: 3 clusters Score -826966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -826968.875000 Penalty: 2878.738770
	Iteration 52Q: 3 clusters Score -826968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -826970.875000 Penalty: 2878.738770
	Iteration 53Q: 3 clusters Score -826970.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -826977.687500 Penalty: 2878.738770
	Iteration 54Q: 3 clusters Score -826977.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -826984.375000 Penalty: 2878.738770
	Iteration 55Q: 3 clusters Score -826984.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -826986.750000 Penalty: 2878.738770
	Iteration 56Q: 3 clusters Score -826986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -826990.125000 Penalty: 2878.738770
	Iteration 57Q: 3 clusters Score -826990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -826992.750000 Penalty: 2878.738770
	Iteration 58Q: 3 clusters Score -826992.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -826994.812500 Penalty: 2878.738770
	Iteration 59Q: 3 clusters Score -826994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -826995.375000 Penalty: 2878.738770
	Iteration 60F: 3 clusters Score -826995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -826996.750000 Penalty: 2878.738770
	Iteration 61Q: 3 clusters Score -826996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -826997.687500 Penalty: 2878.738770
	Iteration 62Q: 3 clusters Score -826997.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -826999.312500 Penalty: 2878.738770
	Iteration 63Q: 3 clusters Score -826999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -826999.312500 Penalty: 2878.738770
	Iteration 64F: 3 clusters Score -826999.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Entering Unmasked Estep 
Score: -40034.746094 Penalty: 986.119141
	Iteration 0F: 2 clusters Score -40034.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39117.894531 Penalty: 1972.238281
	Iteration 0F: 3 clusters Score -39117.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39450.933594 Penalty: 1972.238281
	Iteration 1F: 3 clusters Score -39450.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39864.914062 Penalty: 1972.238281
	Iteration 2F: 3 clusters Score -39864.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40315.253906 Penalty: 1972.238281
	Iteration 3F: 3 clusters Score -40315.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -40561.042969 Penalty: 1972.238281
	Iteration 4F: 3 clusters Score -40561.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40601.605469 Penalty: 1972.238281
	Iteration 5Q: 3 clusters Score -40601.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40633.617188 Penalty: 1972.238281
	Iteration 6Q: 3 clusters Score -40633.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40635.824219 Penalty: 1972.238281
	Iteration 7Q: 3 clusters Score -40635.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40637.023438 Penalty: 1972.238281
	Iteration 8Q: 3 clusters Score -40637.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40637.023438 Penalty: 1972.238281
	Iteration 9F: 3 clusters Score -40637.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 18177 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 34420 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 82523 members 
Mstep: Class 16 contains 22259 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61715 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 237 members 
Mstep: Class 26 contains 60096 members 
Mstep: Class 27 contains 195 members 
Entering Unmasked Estep 
Score: -59773152.000000 Penalty: 57374.648438
Splitting cluster 25 changes total score from -59772840.000000 to -59773152.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 18177 members 
Mstep: Class 6 contains 798 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 34420 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 15 contains 82523 members 
Mstep: Class 16 contains 22259 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61715 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775216.000000 Penalty: 57374.648438
Iteration 79Q: 28 clusters Score -5.977522e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 108877 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2118 members 
Mstep: Class 5 contains 18140 members 
Mstep: Class 6 contains 789 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 34424 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 10 contains 10543 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 82811 members 
Mstep: Class 16 contains 22387 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 2390 members 
Mstep: Class 23 contains 61955 members 
Mstep: Class 24 contains 7020 members 
Mstep: Class 25 contains 251 members 
Mstep: Class 26 contains 57396 members 
Mstep: Class 27 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59776660.000000 Penalty: 57374.648438
Iteration 80F: 28 clusters Score -5.977666e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 109512 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2120 members 
Mstep: Class 5 contains 18110 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 34432 members 
Mstep: Class 9 contains 1251 members 
Mstep: Class 10 contains 10523 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 2020 members 
Mstep: Class 14 contains 15967 members 
Mstep: Class 15 contains 82747 members 
Mstep: Class 16 contains 22367 members 
Mstep: Class 17 contains 7097 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61767 members 
Mstep: Class 24 contains 7009 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 57027 members 
Mstep: Class 27 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777272.000000 Penalty: 57374.648438
Iteration 81Q: 28 clusters Score -5.977727e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 110087 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 5 contains 18076 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 34429 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 10510 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 16145 members 
Mstep: Class 15 contains 82717 members 
Mstep: Class 16 contains 22321 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6866 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61596 members 
Mstep: Class 24 contains 6993 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 56645 members 
Mstep: Class 27 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777368.000000 Penalty: 57374.648438
Iteration 82Q: 28 clusters Score -5.977737e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 110568 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2131 members 
Mstep: Class 5 contains 18037 members 
Mstep: Class 6 contains 771 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 34430 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 10492 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12148 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 16296 members 
Mstep: Class 15 contains 82698 members 
Mstep: Class 16 contains 22293 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 251 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 6866 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61417 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 56340 members 
Mstep: Class 27 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777400.000000 Penalty: 57374.648438
Iteration 83Q: 28 clusters Score -5.97774e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 110987 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 2144 members 
Mstep: Class 5 contains 18010 members 
Mstep: Class 6 contains 765 members 
Mstep: Class 7 contains 7301 members 
Mstep: Class 8 contains 34443 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12151 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 16403 members 
Mstep: Class 15 contains 82693 members 
Mstep: Class 16 contains 22261 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 251 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61271 members 
Mstep: Class 24 contains 6974 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 56040 members 
Mstep: Class 27 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777296.000000 Penalty: 57374.648438
Iteration 84Q: 28 clusters Score -5.97773e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 111319 members 
Mstep: Class 3 contains 427 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 18007 members 
Mstep: Class 6 contains 762 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 34457 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 10473 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12152 members 
Mstep: Class 13 contains 2019 members 
Mstep: Class 14 contains 16478 members 
Mstep: Class 15 contains 82685 members 
Mstep: Class 16 contains 22248 members 
Mstep: Class 17 contains 7093 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 252 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61146 members 
Mstep: Class 24 contains 6960 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 55807 members 
Mstep: Class 27 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777096.000000 Penalty: 57374.648438
Iteration 85Q: 28 clusters Score -5.97771e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 111580 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 17994 members 
Mstep: Class 6 contains 758 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 34472 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12156 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 16559 members 
Mstep: Class 15 contains 82663 members 
Mstep: Class 16 contains 22247 members 
Mstep: Class 17 contains 7089 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 254 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 6857 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61037 members 
Mstep: Class 24 contains 6955 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 55608 members 
Mstep: Class 27 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777168.000000 Penalty: 57374.648438
Iteration 86Q: 28 clusters Score -5.977717e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 111778 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 17992 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 34489 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 10456 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12166 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 82660 members 
Mstep: Class 16 contains 22254 members 
Mstep: Class 17 contains 7089 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 60950 members 
Mstep: Class 24 contains 6952 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 55400 members 
Mstep: Class 27 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777312.000000 Penalty: 57374.648438
Iteration 87Q: 28 clusters Score -5.977731e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 111908 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 34493 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 10450 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12175 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 16742 members 
Mstep: Class 15 contains 82681 members 
Mstep: Class 16 contains 22264 members 
Mstep: Class 17 contains 7096 members 
Mstep: Class 18 contains 256 members 
Mstep: Class 19 contains 256 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 60885 members 
Mstep: Class 24 contains 6949 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 55195 members 
Mstep: Class 27 contains 235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777728.000000 Penalty: 57374.648438
Iteration 88Q: 28 clusters Score -5.977773e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 112038 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 17981 members 
Mstep: Class 6 contains 745 members 
Mstep: Class 7 contains 7303 members 
Mstep: Class 8 contains 34500 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 10447 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12178 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 16842 members 
Mstep: Class 15 contains 82691 members 
Mstep: Class 16 contains 22275 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 60830 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 55003 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777756.000000 Penalty: 57374.648438
Iteration 89Q: 28 clusters Score -5.977776e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 112154 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 17982 members 
Mstep: Class 6 contains 742 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 34505 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 10442 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12182 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 16923 members 
Mstep: Class 15 contains 82704 members 
Mstep: Class 16 contains 22271 members 
Mstep: Class 17 contains 7102 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 260 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60801 members 
Mstep: Class 24 contains 6933 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 54824 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778024.000000 Penalty: 57374.648438
Iteration 90Q: 28 clusters Score -5.977802e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 112268 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 17979 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 34513 members 
Mstep: Class 9 contains 1253 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12182 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 16999 members 
Mstep: Class 15 contains 82723 members 
Mstep: Class 16 contains 22275 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60761 members 
Mstep: Class 24 contains 6926 members 
Mstep: Class 25 contains 255 members 
Mstep: Class 26 contains 54636 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778092.000000 Penalty: 57374.648438
Iteration 91Q: 28 clusters Score -5.977809e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 112391 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2175 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 34517 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 10439 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12181 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 17079 members 
Mstep: Class 15 contains 82740 members 
Mstep: Class 16 contains 22276 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60725 members 
Mstep: Class 24 contains 6924 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 54455 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778100.000000 Penalty: 57374.648438
Iteration 92Q: 28 clusters Score -5.97781e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 112506 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2182 members 
Mstep: Class 5 contains 17980 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7309 members 
Mstep: Class 8 contains 34518 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 10436 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12182 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17143 members 
Mstep: Class 15 contains 82747 members 
Mstep: Class 16 contains 22280 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60698 members 
Mstep: Class 24 contains 6922 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 54279 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778100.000000 Penalty: 57374.648438
Iteration 93Q: 28 clusters Score -5.97781e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 112605 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 17983 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 7 contains 7310 members 
Mstep: Class 8 contains 34524 members 
Mstep: Class 9 contains 1244 members 
Mstep: Class 10 contains 10435 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 17216 members 
Mstep: Class 15 contains 82762 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 7114 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60662 members 
Mstep: Class 24 contains 6919 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 54100 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778048.000000 Penalty: 57374.648438
Iteration 94Q: 28 clusters Score -5.977805e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 112701 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2202 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 34524 members 
Mstep: Class 9 contains 1241 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12191 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17284 members 
Mstep: Class 15 contains 82774 members 
Mstep: Class 16 contains 22281 members 
Mstep: Class 17 contains 7113 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 6843 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60644 members 
Mstep: Class 24 contains 6919 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 53927 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777952.000000 Penalty: 57374.648438
Iteration 95Q: 28 clusters Score -5.977795e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 112789 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 34527 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12194 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 17341 members 
Mstep: Class 15 contains 82777 members 
Mstep: Class 16 contains 22295 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 60622 members 
Mstep: Class 24 contains 6917 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 53771 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777992.000000 Penalty: 57374.648438
Iteration 96Q: 28 clusters Score -5.977799e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 112853 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 34536 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12198 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 17399 members 
Mstep: Class 15 contains 82782 members 
Mstep: Class 16 contains 22313 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60596 members 
Mstep: Class 24 contains 6915 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 53619 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777912.000000 Penalty: 57374.648438
Iteration 97Q: 28 clusters Score -5.977791e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 112923 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17982 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 34537 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 2007 members 
Mstep: Class 14 contains 17442 members 
Mstep: Class 15 contains 82797 members 
Mstep: Class 16 contains 22320 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60575 members 
Mstep: Class 24 contains 6913 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 53479 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777812.000000 Penalty: 57374.648438
Iteration 98Q: 28 clusters Score -5.977781e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 112972 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 34541 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17477 members 
Mstep: Class 15 contains 82808 members 
Mstep: Class 16 contains 22331 members 
Mstep: Class 17 contains 7115 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60564 members 
Mstep: Class 24 contains 6911 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 53352 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777852.000000 Penalty: 57374.648438
Iteration 99Q: 28 clusters Score -5.977785e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 113010 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7311 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12198 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17508 members 
Mstep: Class 15 contains 82825 members 
Mstep: Class 16 contains 22341 members 
Mstep: Class 17 contains 7117 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 6843 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60544 members 
Mstep: Class 24 contains 6911 members 
Mstep: Class 25 contains 258 members 
Mstep: Class 26 contains 53254 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777968.000000 Penalty: 57374.648438
Iteration 100F: 28 clusters Score -5.977797e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 113052 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17989 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7312 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 1111 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17535 members 
Mstep: Class 15 contains 82840 members 
Mstep: Class 16 contains 22347 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 253 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60538 members 
Mstep: Class 24 contains 6906 members 
Mstep: Class 25 contains 259 members 
Mstep: Class 26 contains 53147 members 
Mstep: Class 27 contains 255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778324.000000 Penalty: 57374.648438
Iteration 101Q: 28 clusters Score -5.977832e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 113117 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17992 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7313 members 
Mstep: Class 8 contains 34546 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10419 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12197 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17558 members 
Mstep: Class 15 contains 82850 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 252 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60536 members 
Mstep: Class 24 contains 6905 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 53014 members 
Mstep: Class 27 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778632.000000 Penalty: 57374.648438
Iteration 102Q: 28 clusters Score -5.977863e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 113154 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17992 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 7313 members 
Mstep: Class 8 contains 34545 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17583 members 
Mstep: Class 15 contains 82868 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60531 members 
Mstep: Class 24 contains 6903 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52917 members 
Mstep: Class 27 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778608.000000 Penalty: 57374.648438
Iteration 103Q: 28 clusters Score -5.977861e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 113188 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 17995 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 7314 members 
Mstep: Class 8 contains 34547 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17617 members 
Mstep: Class 15 contains 82884 members 
Mstep: Class 16 contains 22347 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 6838 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60525 members 
Mstep: Class 24 contains 6901 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52808 members 
Mstep: Class 27 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778640.000000 Penalty: 57374.648438
Iteration 104Q: 28 clusters Score -5.977864e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 113244 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 17996 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 7316 members 
Mstep: Class 8 contains 34545 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12197 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17655 members 
Mstep: Class 15 contains 82900 members 
Mstep: Class 16 contains 22342 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 248 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60513 members 
Mstep: Class 24 contains 6902 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52687 members 
Mstep: Class 27 contains 261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778548.000000 Penalty: 57374.648438
Iteration 105Q: 28 clusters Score -5.977855e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 113285 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 17998 members 
Mstep: Class 6 contains 736 members 
Mstep: Class 7 contains 7319 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17680 members 
Mstep: Class 15 contains 82908 members 
Mstep: Class 16 contains 22338 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60508 members 
Mstep: Class 24 contains 6901 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52587 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778528.000000 Penalty: 57374.648438
Iteration 106Q: 28 clusters Score -5.977853e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 113334 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 17999 members 
Mstep: Class 6 contains 734 members 
Mstep: Class 7 contains 7322 members 
Mstep: Class 8 contains 34539 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17698 members 
Mstep: Class 15 contains 82917 members 
Mstep: Class 16 contains 22339 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 6836 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60504 members 
Mstep: Class 24 contains 6899 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52492 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778540.000000 Penalty: 57374.648438
Iteration 107Q: 28 clusters Score -5.977854e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 113376 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 18001 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 7323 members 
Mstep: Class 8 contains 34536 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17703 members 
Mstep: Class 15 contains 82928 members 
Mstep: Class 16 contains 22336 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60499 members 
Mstep: Class 24 contains 6897 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52419 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778476.000000 Penalty: 57374.648438
Iteration 108Q: 28 clusters Score -5.977848e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 113418 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 730 members 
Mstep: Class 7 contains 7325 members 
Mstep: Class 8 contains 34535 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17706 members 
Mstep: Class 15 contains 82939 members 
Mstep: Class 16 contains 22342 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60493 members 
Mstep: Class 24 contains 6896 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52335 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778512.000000 Penalty: 57374.648438
Iteration 109Q: 28 clusters Score -5.977851e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 113455 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 7327 members 
Mstep: Class 8 contains 34534 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 82948 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60487 members 
Mstep: Class 24 contains 6895 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52263 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778460.000000 Penalty: 57374.648438
Iteration 110Q: 28 clusters Score -5.977846e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 113499 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7330 members 
Mstep: Class 8 contains 34532 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10412 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17720 members 
Mstep: Class 15 contains 82958 members 
Mstep: Class 16 contains 22354 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60479 members 
Mstep: Class 24 contains 6894 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52182 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778404.000000 Penalty: 57374.648438
Iteration 111Q: 28 clusters Score -5.97784e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 113551 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34529 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10415 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 82969 members 
Mstep: Class 16 contains 22358 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60466 members 
Mstep: Class 24 contains 6893 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52104 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778540.000000 Penalty: 57374.648438
Iteration 112Q: 28 clusters Score -5.977854e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 113597 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 18003 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34528 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10416 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17733 members 
Mstep: Class 15 contains 82981 members 
Mstep: Class 16 contains 22356 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60451 members 
Mstep: Class 24 contains 6893 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 52024 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778480.000000 Penalty: 57374.648438
Iteration 113Q: 28 clusters Score -5.977848e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 113643 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34528 members 
Mstep: Class 9 contains 1229 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17740 members 
Mstep: Class 15 contains 82997 members 
Mstep: Class 16 contains 22360 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60430 members 
Mstep: Class 24 contains 6891 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51949 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778468.000000 Penalty: 57374.648438
Iteration 114Q: 28 clusters Score -5.977847e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 113687 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34530 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17754 members 
Mstep: Class 15 contains 83008 members 
Mstep: Class 16 contains 22361 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60415 members 
Mstep: Class 24 contains 6891 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51871 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778400.000000 Penalty: 57374.648438
Iteration 115Q: 28 clusters Score -5.97784e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 113716 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 18003 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34531 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12195 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17765 members 
Mstep: Class 15 contains 83017 members 
Mstep: Class 16 contains 22360 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6833 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60397 members 
Mstep: Class 24 contains 6890 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51813 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778412.000000 Penalty: 57374.648438
Iteration 116Q: 28 clusters Score -5.977841e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 113737 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 18003 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34537 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12194 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17776 members 
Mstep: Class 15 contains 83030 members 
Mstep: Class 16 contains 22360 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60386 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51755 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778468.000000 Penalty: 57374.648438
Iteration 117Q: 28 clusters Score -5.977847e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 113759 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17998 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10418 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12193 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17787 members 
Mstep: Class 15 contains 83042 members 
Mstep: Class 16 contains 22359 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60377 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51705 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778448.000000 Penalty: 57374.648438
Iteration 118Q: 28 clusters Score -5.977845e+07 nChanged 103
Entering ConstructFrom: 
Score: -59778448.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (11644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Entering Unmasked Estep 
Score: -1517259.750000 Penalty: 1521.413696
	Iteration 0F: 2 clusters Score -1517260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1509038.250000 Penalty: 3042.827393
	Iteration 0F: 3 clusters Score -1509038 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1511787.125000 Penalty: 3042.827393
	Iteration 1F: 3 clusters Score -1511787 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1512092.000000 Penalty: 3042.827393
	Iteration 2F: 3 clusters Score -1512092 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1512374.625000 Penalty: 3042.827393
	Iteration 3F: 3 clusters Score -1512375 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1512658.875000 Penalty: 3042.827393
	Iteration 4F: 3 clusters Score -1512659 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1512990.875000 Penalty: 3042.827393
	Iteration 5F: 3 clusters Score -1512991 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1513375.375000 Penalty: 3042.827393
	Iteration 6F: 3 clusters Score -1513375 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1513789.875000 Penalty: 3042.827393
	Iteration 7F: 3 clusters Score -1513790 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1514223.375000 Penalty: 3042.827393
	Iteration 8F: 3 clusters Score -1514223 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1514641.000000 Penalty: 3042.827393
	Iteration 9Q: 3 clusters Score -1514641 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1514988.750000 Penalty: 3042.827393
	Iteration 10Q: 3 clusters Score -1514989 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1515249.250000 Penalty: 3042.827393
	Iteration 11Q: 3 clusters Score -1515249 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1515468.750000 Penalty: 3042.827393
	Iteration 12Q: 3 clusters Score -1515469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1515593.250000 Penalty: 3042.827393
	Iteration 13Q: 3 clusters Score -1515593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1515671.750000 Penalty: 3042.827393
	Iteration 14Q: 3 clusters Score -1515672 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1515744.375000 Penalty: 3042.827393
	Iteration 15Q: 3 clusters Score -1515744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1515801.375000 Penalty: 3042.827393
	Iteration 16Q: 3 clusters Score -1515801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1515838.125000 Penalty: 3042.827393
	Iteration 17Q: 3 clusters Score -1515838 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1515868.375000 Penalty: 3042.827393
	Iteration 18Q: 3 clusters Score -1515868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1515893.375000 Penalty: 3042.827393
	Iteration 19Q: 3 clusters Score -1515893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1515914.250000 Penalty: 3042.827393
	Iteration 20F: 3 clusters Score -1515914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1515925.750000 Penalty: 3042.827393
	Iteration 21Q: 3 clusters Score -1515926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1515936.000000 Penalty: 3042.827393
	Iteration 22Q: 3 clusters Score -1515936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1515944.125000 Penalty: 3042.827393
	Iteration 23Q: 3 clusters Score -1515944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1515947.875000 Penalty: 3042.827393
	Iteration 24Q: 3 clusters Score -1515948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1515951.625000 Penalty: 3042.827393
	Iteration 25Q: 3 clusters Score -1515952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1515955.125000 Penalty: 3042.827393
	Iteration 26Q: 3 clusters Score -1515955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1515965.125000 Penalty: 3042.827393
	Iteration 27Q: 3 clusters Score -1515965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1515969.625000 Penalty: 3042.827393
	Iteration 28Q: 3 clusters Score -1515970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1515976.875000 Penalty: 3042.827393
	Iteration 29Q: 3 clusters Score -1515977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1515976.000000 Penalty: 3042.827393
	Iteration 30Q: 3 clusters Score -1515976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1515977.000000 Penalty: 3042.827393
	Iteration 31Q: 3 clusters Score -1515977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1515978.500000 Penalty: 3042.827393
	Iteration 32Q: 3 clusters Score -1515978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1515977.375000 Penalty: 3042.827393
	Iteration 33Q: 3 clusters Score -1515977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1515977.375000 Penalty: 3042.827393
	Iteration 34F: 3 clusters Score -1515977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Entering Unmasked Estep 
Score: -14718248.000000 Penalty: 1891.848633
	Iteration 0F: 2 clusters Score -1.471825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -14646952.000000 Penalty: 3783.697266
	Iteration 0F: 3 clusters Score -1.464695e+07 nChanged 54720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -14679271.000000 Penalty: 3783.697266
	Iteration 1F: 3 clusters Score -1.467927e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -14680314.000000 Penalty: 3783.697266
	Iteration 2Q: 3 clusters Score -1.468031e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 66583 members 
Entering Unmasked Estep 
Score: -14681510.000000 Penalty: 3783.697266
	Iteration 3Q: 3 clusters Score -1.468151e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -14683779.000000 Penalty: 3783.697266
	Iteration 4Q: 3 clusters Score -1.468378e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -14687391.000000 Penalty: 3783.697266
	Iteration 5F: 3 clusters Score -1.468739e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -14692811.000000 Penalty: 3783.697266
	Iteration 6F: 3 clusters Score -1.469281e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -14699662.000000 Penalty: 3783.697266
	Iteration 7F: 3 clusters Score -1.469966e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 101978 members 
Entering Unmasked Estep 
Score: -14706413.000000 Penalty: 3783.697266
	Iteration 8F: 3 clusters Score -1.470641e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 107557 members 
Entering Unmasked Estep 
Score: -14711295.000000 Penalty: 3783.697266
	Iteration 9Q: 3 clusters Score -1.47113e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -14714311.000000 Penalty: 3783.697266
	Iteration 10Q: 3 clusters Score -1.471431e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 112395 members 
Entering Unmasked Estep 
Score: -14715607.000000 Penalty: 3783.697266
	Iteration 11Q: 3 clusters Score -1.471561e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 113072 members 
Entering Unmasked Estep 
Score: -14716161.000000 Penalty: 3783.697266
	Iteration 12Q: 3 clusters Score -1.471616e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 113336 members 
Entering Unmasked Estep 
Score: -14716402.000000 Penalty: 3783.697266
	Iteration 13Q: 3 clusters Score -1.47164e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 113457 members 
Entering Unmasked Estep 
Score: -14716510.000000 Penalty: 3783.697266
	Iteration 14Q: 3 clusters Score -1.471651e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 113498 members 
Entering Unmasked Estep 
Score: -14716580.000000 Penalty: 3783.697266
	Iteration 15Q: 3 clusters Score -1.471658e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 113517 members 
Entering Unmasked Estep 
Score: -14716618.000000 Penalty: 3783.697266
	Iteration 16Q: 3 clusters Score -1.471662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 113525 members 
Entering Unmasked Estep 
Score: -14716633.000000 Penalty: 3783.697266
	Iteration 17Q: 3 clusters Score -1.471663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 113531 members 
Entering Unmasked Estep 
Score: -14716652.000000 Penalty: 3783.697266
	Iteration 18Q: 3 clusters Score -1.471665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 113539 members 
Entering Unmasked Estep 
Score: -14716662.000000 Penalty: 3783.697266
	Iteration 19Q: 3 clusters Score -1.471666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 113543 members 
Entering Unmasked Estep 
Score: -14716677.000000 Penalty: 3783.697266
	Iteration 20F: 3 clusters Score -1.471668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -14716681.000000 Penalty: 3783.697266
	Iteration 21Q: 3 clusters Score -1.471668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -14716691.000000 Penalty: 3783.697266
	Iteration 22Q: 3 clusters Score -1.471669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -14716685.000000 Penalty: 3783.697266
	Iteration 23Q: 3 clusters Score -1.471668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -14716686.000000 Penalty: 3783.697266
	Iteration 24Q: 3 clusters Score -1.471669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -14716682.000000 Penalty: 3783.697266
	Iteration 25Q: 3 clusters Score -1.471668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 113546 members 
Entering Unmasked Estep 
Score: -14716682.000000 Penalty: 3783.697266
	Iteration 26F: 3 clusters Score -1.471668e+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: -45460.179688 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -45460.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44514.097656 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -44514.1 nChanged 113
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: -44681.566406 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -44681.57 nChanged 22
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: -44708.761719 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -44708.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44713.308594 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -44713.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44714.621094 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -44714.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44714.621094 Penalty: 1969.214966
	Iteration 5F: 3 clusters Score -44714.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -270217.062500 Penalty: 1252.397705
	Iteration 0F: 2 clusters Score -270217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268027.062500 Penalty: 2504.795410
	Iteration 0F: 3 clusters Score -268027.1 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268486.593750 Penalty: 2504.795410
	Iteration 1F: 3 clusters Score -268486.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268597.781250 Penalty: 2504.795410
	Iteration 2F: 3 clusters Score -268597.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -268668.000000 Penalty: 2504.795410
	Iteration 3Q: 3 clusters Score -268668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -268714.218750 Penalty: 2504.795410
	Iteration 4Q: 3 clusters Score -268714.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -268745.093750 Penalty: 2504.795410
	Iteration 5Q: 3 clusters Score -268745.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -268766.125000 Penalty: 2504.795410
	Iteration 6Q: 3 clusters Score -268766.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -268780.000000 Penalty: 2504.795410
	Iteration 7Q: 3 clusters Score -268780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -268793.125000 Penalty: 2504.795410
	Iteration 8Q: 3 clusters Score -268793.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -268802.093750 Penalty: 2504.795410
	Iteration 9Q: 3 clusters Score -268802.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -268808.937500 Penalty: 2504.795410
	Iteration 10Q: 3 clusters Score -268808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268816.968750 Penalty: 2504.795410
	Iteration 11Q: 3 clusters Score -268817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -268822.218750 Penalty: 2504.795410
	Iteration 12Q: 3 clusters Score -268822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -268826.906250 Penalty: 2504.795410
	Iteration 13Q: 3 clusters Score -268826.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -268831.218750 Penalty: 2504.795410
	Iteration 14Q: 3 clusters Score -268831.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -268836.968750 Penalty: 2504.795410
	Iteration 15Q: 3 clusters Score -268837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -268840.968750 Penalty: 2504.795410
	Iteration 16Q: 3 clusters Score -268841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -268846.468750 Penalty: 2504.795410
	Iteration 17Q: 3 clusters Score -268846.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -268851.593750 Penalty: 2504.795410
	Iteration 18Q: 3 clusters Score -268851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -268856.437500 Penalty: 2504.795410
	Iteration 19Q: 3 clusters Score -268856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -268859.281250 Penalty: 2504.795410
	Iteration 20F: 3 clusters Score -268859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -268862.812500 Penalty: 2504.795410
	Iteration 21Q: 3 clusters Score -268862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -268865.031250 Penalty: 2504.795410
	Iteration 22Q: 3 clusters Score -268865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -268866.625000 Penalty: 2504.795410
	Iteration 23Q: 3 clusters Score -268866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -268867.687500 Penalty: 2504.795410
	Iteration 24Q: 3 clusters Score -268867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -268869.093750 Penalty: 2504.795410
	Iteration 25Q: 3 clusters Score -268869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -268869.187500 Penalty: 2504.795410
	Iteration 26Q: 3 clusters Score -268869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -268869.187500 Penalty: 2504.795410
	Iteration 27Q: 3 clusters Score -268869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268869.687500 Penalty: 2504.795410
	Iteration 28Q: 3 clusters Score -268869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -268869.875000 Penalty: 2504.795410
	Iteration 29Q: 3 clusters Score -268869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -268869.875000 Penalty: 2504.795410
	Iteration 30F: 3 clusters Score -268869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Entering Unmasked Estep 
Score: -2248873.000000 Penalty: 1592.159546
	Iteration 0F: 2 clusters Score -2248873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2236634.500000 Penalty: 3184.319092
	Iteration 0F: 3 clusters Score -2236634 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2240984.500000 Penalty: 3184.319092
	Iteration 1F: 3 clusters Score -2240984 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2241328.750000 Penalty: 3184.319092
	Iteration 2F: 3 clusters Score -2241329 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2241675.750000 Penalty: 3184.319092
	Iteration 3Q: 3 clusters Score -2241676 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2241998.500000 Penalty: 3184.319092
	Iteration 4Q: 3 clusters Score -2241998 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2242422.750000 Penalty: 3184.319092
	Iteration 5Q: 3 clusters Score -2242423 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2243015.750000 Penalty: 3184.319092
	Iteration 6F: 3 clusters Score -2243016 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2243785.750000 Penalty: 3184.319092
	Iteration 7F: 3 clusters Score -2243786 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2244601.500000 Penalty: 3184.319092
	Iteration 8F: 3 clusters Score -2244602 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2245418.250000 Penalty: 3184.319092
	Iteration 9F: 3 clusters Score -2245418 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2246133.250000 Penalty: 3184.319092
	Iteration 10Q: 3 clusters Score -2246133 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2246645.500000 Penalty: 3184.319092
	Iteration 11Q: 3 clusters Score -2246646 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2247008.000000 Penalty: 3184.319092
	Iteration 12Q: 3 clusters Score -2247008 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2247213.500000 Penalty: 3184.319092
	Iteration 13Q: 3 clusters Score -2247214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2247332.500000 Penalty: 3184.319092
	Iteration 14Q: 3 clusters Score -2247332 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2247425.250000 Penalty: 3184.319092
	Iteration 15Q: 3 clusters Score -2247425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2247500.500000 Penalty: 3184.319092
	Iteration 16Q: 3 clusters Score -2247500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2247548.500000 Penalty: 3184.319092
	Iteration 17Q: 3 clusters Score -2247548 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2247603.250000 Penalty: 3184.319092
	Iteration 18Q: 3 clusters Score -2247603 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2247635.250000 Penalty: 3184.319092
	Iteration 19Q: 3 clusters Score -2247635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2247666.000000 Penalty: 3184.319092
	Iteration 20F: 3 clusters Score -2247666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2247676.500000 Penalty: 3184.319092
	Iteration 21Q: 3 clusters Score -2247676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2247697.250000 Penalty: 3184.319092
	Iteration 22Q: 3 clusters Score -2247697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2247707.250000 Penalty: 3184.319092
	Iteration 23Q: 3 clusters Score -2247707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2247707.000000 Penalty: 3184.319092
	Iteration 24Q: 3 clusters Score -2247707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2247709.750000 Penalty: 3184.319092
	Iteration 25Q: 3 clusters Score -2247710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2247710.500000 Penalty: 3184.319092
	Iteration 26Q: 3 clusters Score -2247710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2247711.750000 Penalty: 3184.319092
	Iteration 27Q: 3 clusters Score -2247712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2247711.750000 Penalty: 3184.319092
	Iteration 28F: 3 clusters Score -2247712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -75751.617188 Penalty: 1070.923950
	Iteration 0F: 2 clusters Score -75751.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74542.648438 Penalty: 2141.847900
	Iteration 0F: 3 clusters Score -74542.65 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74834.109375 Penalty: 2141.847900
	Iteration 1F: 3 clusters Score -74834.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75004.523438 Penalty: 2141.847900
	Iteration 2F: 3 clusters Score -75004.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75102.671875 Penalty: 2141.847900
	Iteration 3F: 3 clusters Score -75102.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75162.507812 Penalty: 2141.847900
	Iteration 4F: 3 clusters Score -75162.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75205.367188 Penalty: 2141.847900
	Iteration 5Q: 3 clusters Score -75205.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75235.796875 Penalty: 2141.847900
	Iteration 6Q: 3 clusters Score -75235.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75247.531250 Penalty: 2141.847900
	Iteration 7Q: 3 clusters Score -75247.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75254.851562 Penalty: 2141.847900
	Iteration 8Q: 3 clusters Score -75254.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75269.187500 Penalty: 2141.847900
	Iteration 9Q: 3 clusters Score -75269.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75280.265625 Penalty: 2141.847900
	Iteration 10Q: 3 clusters Score -75280.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75284.343750 Penalty: 2141.847900
	Iteration 11Q: 3 clusters Score -75284.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75286.515625 Penalty: 2141.847900
	Iteration 12Q: 3 clusters Score -75286.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75293.703125 Penalty: 2141.847900
	Iteration 13Q: 3 clusters Score -75293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75295.148438 Penalty: 2141.847900
	Iteration 14Q: 3 clusters Score -75295.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75295.148438 Penalty: 2141.847900
	Iteration 15F: 3 clusters Score -75295.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -920915.750000 Penalty: 1446.250610
	Iteration 0F: 2 clusters Score -920915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -915493.750000 Penalty: 2892.501221
	Iteration 0F: 3 clusters Score -915493.8 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -917089.250000 Penalty: 2892.501221
	Iteration 1F: 3 clusters Score -917089.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -917329.500000 Penalty: 2892.501221
	Iteration 2F: 3 clusters Score -917329.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -917526.062500 Penalty: 2892.501221
	Iteration 3F: 3 clusters Score -917526.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -917680.625000 Penalty: 2892.501221
	Iteration 4Q: 3 clusters Score -917680.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -917840.250000 Penalty: 2892.501221
	Iteration 5Q: 3 clusters Score -917840.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -917991.562500 Penalty: 2892.501221
	Iteration 6Q: 3 clusters Score -917991.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -918163.500000 Penalty: 2892.501221
	Iteration 7Q: 3 clusters Score -918163.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -918323.562500 Penalty: 2892.501221
	Iteration 8Q: 3 clusters Score -918323.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -918489.875000 Penalty: 2892.501221
	Iteration 9Q: 3 clusters Score -918489.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -918663.937500 Penalty: 2892.501221
	Iteration 10Q: 3 clusters Score -918663.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -918823.375000 Penalty: 2892.501221
	Iteration 11Q: 3 clusters Score -918823.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -918971.812500 Penalty: 2892.501221
	Iteration 12Q: 3 clusters Score -918971.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -919178.500000 Penalty: 2892.501221
	Iteration 13Q: 3 clusters Score -919178.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -919368.812500 Penalty: 2892.501221
	Iteration 14Q: 3 clusters Score -919368.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -919507.062500 Penalty: 2892.501221
	Iteration 15Q: 3 clusters Score -919507.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -919624.875000 Penalty: 2892.501221
	Iteration 16Q: 3 clusters Score -919624.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -919715.625000 Penalty: 2892.501221
	Iteration 17Q: 3 clusters Score -919715.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -919785.375000 Penalty: 2892.501221
	Iteration 18Q: 3 clusters Score -919785.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -919845.500000 Penalty: 2892.501221
	Iteration 19Q: 3 clusters Score -919845.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -919892.375000 Penalty: 2892.501221
	Iteration 20F: 3 clusters Score -919892.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -919934.312500 Penalty: 2892.501221
	Iteration 21Q: 3 clusters Score -919934.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -919967.000000 Penalty: 2892.501221
	Iteration 22Q: 3 clusters Score -919967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -919996.937500 Penalty: 2892.501221
	Iteration 23Q: 3 clusters Score -919996.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -920024.625000 Penalty: 2892.501221
	Iteration 24Q: 3 clusters Score -920024.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -920052.437500 Penalty: 2892.501221
	Iteration 25Q: 3 clusters Score -920052.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -920081.625000 Penalty: 2892.501221
	Iteration 26Q: 3 clusters Score -920081.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -920111.625000 Penalty: 2892.501221
	Iteration 27Q: 3 clusters Score -920111.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -920140.187500 Penalty: 2892.501221
	Iteration 28Q: 3 clusters Score -920140.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -920167.500000 Penalty: 2892.501221
	Iteration 29Q: 3 clusters Score -920167.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -920194.562500 Penalty: 2892.501221
	Iteration 30Q: 3 clusters Score -920194.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -920214.437500 Penalty: 2892.501221
	Iteration 31Q: 3 clusters Score -920214.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -920227.125000 Penalty: 2892.501221
	Iteration 32Q: 3 clusters Score -920227.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -920234.937500 Penalty: 2892.501221
	Iteration 33Q: 3 clusters Score -920234.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -920240.625000 Penalty: 2892.501221
	Iteration 34Q: 3 clusters Score -920240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -920240.625000 Penalty: 2892.501221
	Iteration 35Q: 3 clusters Score -920240.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -920245.625000 Penalty: 2892.501221
	Iteration 36Q: 3 clusters Score -920245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -920247.312500 Penalty: 2892.501221
	Iteration 37Q: 3 clusters Score -920247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -920247.875000 Penalty: 2892.501221
	Iteration 38Q: 3 clusters Score -920247.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -920250.875000 Penalty: 2892.501221
	Iteration 39Q: 3 clusters Score -920250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -920251.000000 Penalty: 2892.501221
	Iteration 40F: 3 clusters Score -920251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -920252.625000 Penalty: 2892.501221
	Iteration 41Q: 3 clusters Score -920252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -920252.125000 Penalty: 2892.501221
	Iteration 42Q: 3 clusters Score -920252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -920252.875000 Penalty: 2892.501221
	Iteration 43Q: 3 clusters Score -920252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -920253.187500 Penalty: 2892.501221
	Iteration 44Q: 3 clusters Score -920253.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -920253.875000 Penalty: 2892.501221
	Iteration 45Q: 3 clusters Score -920253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -920254.812500 Penalty: 2892.501221
	Iteration 46Q: 3 clusters Score -920254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -920256.687500 Penalty: 2892.501221
	Iteration 47Q: 3 clusters Score -920256.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -920258.000000 Penalty: 2892.501221
	Iteration 48Q: 3 clusters Score -920258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -920257.625000 Penalty: 2892.501221
	Iteration 49Q: 3 clusters Score -920257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -920257.687500 Penalty: 2892.501221
	Iteration 50Q: 3 clusters Score -920257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -920257.687500 Penalty: 2892.501221
	Iteration 51F: 3 clusters Score -920257.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Entering Unmasked Estep 
Score: -4367799.500000 Penalty: 1698.104370
	Iteration 0F: 2 clusters Score -4367800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4344740.000000 Penalty: 3396.208740
	Iteration 0F: 3 clusters Score -4344740 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4353579.000000 Penalty: 3396.208740
	Iteration 1F: 3 clusters Score -4353579 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -4354119.000000 Penalty: 3396.208740
	Iteration 2Q: 3 clusters Score -4354119 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4354781.500000 Penalty: 3396.208740
	Iteration 3Q: 3 clusters Score -4354782 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -4355675.000000 Penalty: 3396.208740
	Iteration 4F: 3 clusters Score -4355675 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -4356886.000000 Penalty: 3396.208740
	Iteration 5F: 3 clusters Score -4356886 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -4358480.000000 Penalty: 3396.208740
	Iteration 6F: 3 clusters Score -4358480 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -4360219.000000 Penalty: 3396.208740
	Iteration 7F: 3 clusters Score -4360219 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -4361763.000000 Penalty: 3396.208740
	Iteration 8F: 3 clusters Score -4361763 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -4362930.500000 Penalty: 3396.208740
	Iteration 9Q: 3 clusters Score -4362930 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4363681.000000 Penalty: 3396.208740
	Iteration 10Q: 3 clusters Score -4363681 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -4364198.500000 Penalty: 3396.208740
	Iteration 11Q: 3 clusters Score -4364198 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -4364580.000000 Penalty: 3396.208740
	Iteration 12Q: 3 clusters Score -4364580 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4364896.000000 Penalty: 3396.208740
	Iteration 13Q: 3 clusters Score -4364896 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -4365163.500000 Penalty: 3396.208740
	Iteration 14Q: 3 clusters Score -4365164 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4365342.000000 Penalty: 3396.208740
	Iteration 15Q: 3 clusters Score -4365342 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4365503.500000 Penalty: 3396.208740
	Iteration 16Q: 3 clusters Score -4365504 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4365633.000000 Penalty: 3396.208740
	Iteration 17Q: 3 clusters Score -4365633 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4365773.500000 Penalty: 3396.208740
	Iteration 18Q: 3 clusters Score -4365774 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4365877.000000 Penalty: 3396.208740
	Iteration 19Q: 3 clusters Score -4365877 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4365956.500000 Penalty: 3396.208740
	Iteration 20F: 3 clusters Score -4365956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4366000.000000 Penalty: 3396.208740
	Iteration 21Q: 3 clusters Score -4366000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4366075.000000 Penalty: 3396.208740
	Iteration 22Q: 3 clusters Score -4366075 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -4366122.500000 Penalty: 3396.208740
	Iteration 23Q: 3 clusters Score -4366122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4366184.500000 Penalty: 3396.208740
	Iteration 24Q: 3 clusters Score -4366184 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4366239.500000 Penalty: 3396.208740
	Iteration 25Q: 3 clusters Score -4366240 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4366268.500000 Penalty: 3396.208740
	Iteration 26Q: 3 clusters Score -4366268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4366322.500000 Penalty: 3396.208740
	Iteration 27Q: 3 clusters Score -4366322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4366353.000000 Penalty: 3396.208740
	Iteration 28Q: 3 clusters Score -4366353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4366382.500000 Penalty: 3396.208740
	Iteration 29Q: 3 clusters Score -4366382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4366421.000000 Penalty: 3396.208740
	Iteration 30Q: 3 clusters Score -4366421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4366460.500000 Penalty: 3396.208740
	Iteration 31Q: 3 clusters Score -4366460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -4366483.000000 Penalty: 3396.208740
	Iteration 32Q: 3 clusters Score -4366483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -4366495.500000 Penalty: 3396.208740
	Iteration 33Q: 3 clusters Score -4366496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -4366514.500000 Penalty: 3396.208740
	Iteration 34Q: 3 clusters Score -4366514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4366529.500000 Penalty: 3396.208740
	Iteration 35Q: 3 clusters Score -4366530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4366538.000000 Penalty: 3396.208740
	Iteration 36Q: 3 clusters Score -4366538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4366551.000000 Penalty: 3396.208740
	Iteration 37Q: 3 clusters Score -4366551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -4366556.500000 Penalty: 3396.208740
	Iteration 38Q: 3 clusters Score -4366556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4366559.000000 Penalty: 3396.208740
	Iteration 39Q: 3 clusters Score -4366559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4366559.000000 Penalty: 3396.208740
	Iteration 40F: 3 clusters Score -4366559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4366560.500000 Penalty: 3396.208740
	Iteration 41Q: 3 clusters Score -4366560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4366558.500000 Penalty: 3396.208740
	Iteration 42Q: 3 clusters Score -4366558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4366558.500000 Penalty: 3396.208740
	Iteration 43F: 3 clusters Score -4366558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -140559.015625 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -140559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -138934.015625 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -138934 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139195.703125 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -139195.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139295.062500 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -139295.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139361.984375 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -139362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139415.421875 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -139415.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139456.375000 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -139456.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139479.375000 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -139479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -139500.453125 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -139500.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -139522.843750 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -139522.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139534.843750 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -139534.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -139544.187500 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -139544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139557.156250 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -139557.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139568.000000 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -139568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139578.015625 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -139578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139592.781250 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -139592.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139608.703125 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -139608.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139622.140625 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -139622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -139632.750000 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -139632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -139644.234375 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -139644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139649.750000 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -139649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139660.296875 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -139660.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139669.906250 Penalty: 2311.506348
	Iteration 21Q: 3 clusters Score -139669.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139674.125000 Penalty: 2311.506348
	Iteration 22Q: 3 clusters Score -139674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -139681.312500 Penalty: 2311.506348
	Iteration 23Q: 3 clusters Score -139681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139682.953125 Penalty: 2311.506348
	Iteration 24Q: 3 clusters Score -139683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -139686.984375 Penalty: 2311.506348
	Iteration 25Q: 3 clusters Score -139687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139690.484375 Penalty: 2311.506348
	Iteration 26Q: 3 clusters Score -139690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -139694.406250 Penalty: 2311.506348
	Iteration 27Q: 3 clusters Score -139694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139695.468750 Penalty: 2311.506348
	Iteration 28Q: 3 clusters Score -139695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139696.281250 Penalty: 2311.506348
	Iteration 29Q: 3 clusters Score -139696.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -139697.609375 Penalty: 2311.506348
	Iteration 30Q: 3 clusters Score -139697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139698.312500 Penalty: 2311.506348
	Iteration 31Q: 3 clusters Score -139698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -139698.312500 Penalty: 2311.506348
	Iteration 32F: 3 clusters Score -139698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Entering Unmasked Estep 
Score: -1300372.750000 Penalty: 1503.318970
	Iteration 0F: 2 clusters Score -1300373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1293011.625000 Penalty: 3006.637939
	Iteration 0F: 3 clusters Score -1293012 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1295501.625000 Penalty: 3006.637939
	Iteration 1F: 3 clusters Score -1295502 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1295917.375000 Penalty: 3006.637939
	Iteration 2F: 3 clusters Score -1295917 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1296385.500000 Penalty: 3006.637939
	Iteration 3F: 3 clusters Score -1296386 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1296878.375000 Penalty: 3006.637939
	Iteration 4F: 3 clusters Score -1296878 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1297420.250000 Penalty: 3006.637939
	Iteration 5F: 3 clusters Score -1297420 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1297960.625000 Penalty: 3006.637939
	Iteration 6F: 3 clusters Score -1297961 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1298500.750000 Penalty: 3006.637939
	Iteration 7F: 3 clusters Score -1298501 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1299058.500000 Penalty: 3006.637939
	Iteration 8Q: 3 clusters Score -1299058 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1299549.500000 Penalty: 3006.637939
	Iteration 9Q: 3 clusters Score -1299550 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1299794.000000 Penalty: 3006.637939
	Iteration 10Q: 3 clusters Score -1299794 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1299931.125000 Penalty: 3006.637939
	Iteration 11Q: 3 clusters Score -1299931 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1299989.250000 Penalty: 3006.637939
	Iteration 12Q: 3 clusters Score -1299989 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1300019.500000 Penalty: 3006.637939
	Iteration 13Q: 3 clusters Score -1300020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1300043.375000 Penalty: 3006.637939
	Iteration 14Q: 3 clusters Score -1300043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1300054.625000 Penalty: 3006.637939
	Iteration 15Q: 3 clusters Score -1300055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1300060.125000 Penalty: 3006.637939
	Iteration 16Q: 3 clusters Score -1300060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1300068.500000 Penalty: 3006.637939
	Iteration 17Q: 3 clusters Score -1300068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1300078.250000 Penalty: 3006.637939
	Iteration 18Q: 3 clusters Score -1300078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1300077.625000 Penalty: 3006.637939
	Iteration 19Q: 3 clusters Score -1300078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1300082.875000 Penalty: 3006.637939
	Iteration 20F: 3 clusters Score -1300083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1300088.625000 Penalty: 3006.637939
	Iteration 21Q: 3 clusters Score -1300089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1300090.250000 Penalty: 3006.637939
	Iteration 22Q: 3 clusters Score -1300090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1300093.625000 Penalty: 3006.637939
	Iteration 23Q: 3 clusters Score -1300094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1300096.875000 Penalty: 3006.637939
	Iteration 24Q: 3 clusters Score -1300097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1300102.625000 Penalty: 3006.637939
	Iteration 25Q: 3 clusters Score -1300103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1300105.500000 Penalty: 3006.637939
	Iteration 26Q: 3 clusters Score -1300106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1300102.375000 Penalty: 3006.637939
	Iteration 27Q: 3 clusters Score -1300102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1300104.000000 Penalty: 3006.637939
	Iteration 28Q: 3 clusters Score -1300104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1300103.875000 Penalty: 3006.637939
	Iteration 29Q: 3 clusters Score -1300104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1300102.000000 Penalty: 3006.637939
	Iteration 30Q: 3 clusters Score -1300102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1300103.250000 Penalty: 3006.637939
	Iteration 31Q: 3 clusters Score -1300103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1300102.625000 Penalty: 3006.637939
	Iteration 32Q: 3 clusters Score -1300103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1300102.625000 Penalty: 3006.637939
	Iteration 33F: 3 clusters Score -1300103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -137475.343750 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -137475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -135944.218750 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -135944.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -136229.203125 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -136229.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136323.718750 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -136323.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -136370.937500 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -136370.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136401.828125 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -136401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136424.171875 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -136424.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136445.312500 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -136445.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136472.468750 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -136472.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136494.750000 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -136494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136511.390625 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -136511.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -136524.593750 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -136524.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136530.531250 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -136530.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136535.890625 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -136535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136543.046875 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -136543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -136549.250000 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -136549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136553.296875 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -136553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136562.250000 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -136562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136566.828125 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -136566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136569.953125 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -136570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136572.046875 Penalty: 2278.937500
	Iteration 19Q: 3 clusters Score -136572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136573.031250 Penalty: 2278.937500
	Iteration 20F: 3 clusters Score -136573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136575.484375 Penalty: 2278.937500
	Iteration 21Q: 3 clusters Score -136575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136578.906250 Penalty: 2278.937500
	Iteration 22Q: 3 clusters Score -136578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136581.671875 Penalty: 2278.937500
	Iteration 23Q: 3 clusters Score -136581.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136581.671875 Penalty: 2278.937500
	Iteration 24F: 3 clusters Score -136581.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Entering Unmasked Estep 
Score: -1538937.000000 Penalty: 1528.913574
	Iteration 0F: 2 clusters Score -1538937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1530396.625000 Penalty: 3057.827148
	Iteration 0F: 3 clusters Score -1530397 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1533550.375000 Penalty: 3057.827148
	Iteration 1F: 3 clusters Score -1533550 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1534135.000000 Penalty: 3057.827148
	Iteration 2F: 3 clusters Score -1534135 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1534703.875000 Penalty: 3057.827148
	Iteration 3F: 3 clusters Score -1534704 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1535212.000000 Penalty: 3057.827148
	Iteration 4F: 3 clusters Score -1535212 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1535649.250000 Penalty: 3057.827148
	Iteration 5F: 3 clusters Score -1535649 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1535993.750000 Penalty: 3057.827148
	Iteration 6Q: 3 clusters Score -1535994 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1536323.125000 Penalty: 3057.827148
	Iteration 7Q: 3 clusters Score -1536323 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1536648.500000 Penalty: 3057.827148
	Iteration 8Q: 3 clusters Score -1536648 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1536912.875000 Penalty: 3057.827148
	Iteration 9Q: 3 clusters Score -1536913 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1537133.375000 Penalty: 3057.827148
	Iteration 10Q: 3 clusters Score -1537133 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1537312.000000 Penalty: 3057.827148
	Iteration 11Q: 3 clusters Score -1537312 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1537451.125000 Penalty: 3057.827148
	Iteration 12Q: 3 clusters Score -1537451 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1537573.750000 Penalty: 3057.827148
	Iteration 13Q: 3 clusters Score -1537574 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1537678.625000 Penalty: 3057.827148
	Iteration 14Q: 3 clusters Score -1537679 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1537767.000000 Penalty: 3057.827148
	Iteration 15Q: 3 clusters Score -1537767 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1537842.750000 Penalty: 3057.827148
	Iteration 16Q: 3 clusters Score -1537843 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1537905.750000 Penalty: 3057.827148
	Iteration 17Q: 3 clusters Score -1537906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1537957.125000 Penalty: 3057.827148
	Iteration 18Q: 3 clusters Score -1537957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1538008.375000 Penalty: 3057.827148
	Iteration 19Q: 3 clusters Score -1538008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1538069.125000 Penalty: 3057.827148
	Iteration 20F: 3 clusters Score -1538069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1538105.500000 Penalty: 3057.827148
	Iteration 21Q: 3 clusters Score -1538106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1538142.875000 Penalty: 3057.827148
	Iteration 22Q: 3 clusters Score -1538143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1538169.500000 Penalty: 3057.827148
	Iteration 23Q: 3 clusters Score -1538170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1538186.500000 Penalty: 3057.827148
	Iteration 24Q: 3 clusters Score -1538186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1538200.500000 Penalty: 3057.827148
	Iteration 25Q: 3 clusters Score -1538200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1538216.250000 Penalty: 3057.827148
	Iteration 26Q: 3 clusters Score -1538216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1538225.000000 Penalty: 3057.827148
	Iteration 27Q: 3 clusters Score -1538225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1538230.875000 Penalty: 3057.827148
	Iteration 28Q: 3 clusters Score -1538231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1538235.875000 Penalty: 3057.827148
	Iteration 29Q: 3 clusters Score -1538236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1538241.750000 Penalty: 3057.827148
	Iteration 30Q: 3 clusters Score -1538242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1538239.500000 Penalty: 3057.827148
	Iteration 31Q: 3 clusters Score -1538240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1538240.625000 Penalty: 3057.827148
	Iteration 32Q: 3 clusters Score -1538241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1538239.125000 Penalty: 3057.827148
	Iteration 33Q: 3 clusters Score -1538239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1538241.500000 Penalty: 3057.827148
	Iteration 34Q: 3 clusters Score -1538242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1538240.625000 Penalty: 3057.827148
	Iteration 35Q: 3 clusters Score -1538241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1538242.000000 Penalty: 3057.827148
	Iteration 36Q: 3 clusters Score -1538242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1538240.375000 Penalty: 3057.827148
	Iteration 37Q: 3 clusters Score -1538240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1538240.375000 Penalty: 3057.827148
	Iteration 38F: 3 clusters Score -1538240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -238542.687500 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -238542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -236453.562500 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -236453.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -236896.078125 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -236896.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -236991.453125 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -236991.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -237044.703125 Penalty: 2471.752441
	Iteration 3Q: 3 clusters Score -237044.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -237077.531250 Penalty: 2471.752441
	Iteration 4Q: 3 clusters Score -237077.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -237097.093750 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -237097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -237114.234375 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -237114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -237129.421875 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -237129.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237142.140625 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -237142.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237153.609375 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -237153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -237162.703125 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -237162.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -237171.640625 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -237171.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237185.156250 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -237185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237192.406250 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -237192.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237199.656250 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -237199.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -237210.234375 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -237210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -237217.765625 Penalty: 2471.752441
	Iteration 16Q: 3 clusters Score -237217.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -237224.234375 Penalty: 2471.752441
	Iteration 17Q: 3 clusters Score -237224.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -237226.203125 Penalty: 2471.752441
	Iteration 18Q: 3 clusters Score -237226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -237227.656250 Penalty: 2471.752441
	Iteration 19Q: 3 clusters Score -237227.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -237229.703125 Penalty: 2471.752441
	Iteration 20F: 3 clusters Score -237229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -237232.750000 Penalty: 2471.752441
	Iteration 21Q: 3 clusters Score -237232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237237.812500 Penalty: 2471.752441
	Iteration 22Q: 3 clusters Score -237237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -237239.828125 Penalty: 2471.752441
	Iteration 23Q: 3 clusters Score -237239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -237243.187500 Penalty: 2471.752441
	Iteration 24Q: 3 clusters Score -237243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -237245.937500 Penalty: 2471.752441
	Iteration 25Q: 3 clusters Score -237245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237249.968750 Penalty: 2471.752441
	Iteration 26Q: 3 clusters Score -237250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -237252.109375 Penalty: 2471.752441
	Iteration 27Q: 3 clusters Score -237252.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -237253.062500 Penalty: 2471.752441
	Iteration 28Q: 3 clusters Score -237253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -237254.312500 Penalty: 2471.752441
	Iteration 29Q: 3 clusters Score -237254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -237254.875000 Penalty: 2471.752441
	Iteration 30Q: 3 clusters Score -237254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -237255.984375 Penalty: 2471.752441
	Iteration 31Q: 3 clusters Score -237256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -237255.984375 Penalty: 2471.752441
	Iteration 32F: 3 clusters Score -237256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Entering Unmasked Estep 
Score: -2308003.000000 Penalty: 1590.316040
	Iteration 0F: 2 clusters Score -2308003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2295883.250000 Penalty: 3180.632080
	Iteration 0F: 3 clusters Score -2295883 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2300222.500000 Penalty: 3180.632080
	Iteration 1F: 3 clusters Score -2300222 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2300619.500000 Penalty: 3180.632080
	Iteration 2F: 3 clusters Score -2300620 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2301007.000000 Penalty: 3180.632080
	Iteration 3Q: 3 clusters Score -2301007 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2301439.000000 Penalty: 3180.632080
	Iteration 4Q: 3 clusters Score -2301439 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2302002.000000 Penalty: 3180.632080
	Iteration 5F: 3 clusters Score -2302002 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2302654.000000 Penalty: 3180.632080
	Iteration 6F: 3 clusters Score -2302654 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2303308.250000 Penalty: 3180.632080
	Iteration 7F: 3 clusters Score -2303308 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2303965.250000 Penalty: 3180.632080
	Iteration 8Q: 3 clusters Score -2303965 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2304609.750000 Penalty: 3180.632080
	Iteration 9Q: 3 clusters Score -2304610 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2305099.750000 Penalty: 3180.632080
	Iteration 10Q: 3 clusters Score -2305100 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2305479.250000 Penalty: 3180.632080
	Iteration 11Q: 3 clusters Score -2305479 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2305793.750000 Penalty: 3180.632080
	Iteration 12Q: 3 clusters Score -2305794 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2306049.000000 Penalty: 3180.632080
	Iteration 13Q: 3 clusters Score -2306049 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2306219.250000 Penalty: 3180.632080
	Iteration 14Q: 3 clusters Score -2306219 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2306362.000000 Penalty: 3180.632080
	Iteration 15Q: 3 clusters Score -2306362 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2306461.000000 Penalty: 3180.632080
	Iteration 16Q: 3 clusters Score -2306461 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2306515.500000 Penalty: 3180.632080
	Iteration 17Q: 3 clusters Score -2306516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2306554.750000 Penalty: 3180.632080
	Iteration 18Q: 3 clusters Score -2306555 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2306579.750000 Penalty: 3180.632080
	Iteration 19Q: 3 clusters Score -2306580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2306606.250000 Penalty: 3180.632080
	Iteration 20F: 3 clusters Score -2306606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2306622.000000 Penalty: 3180.632080
	Iteration 21Q: 3 clusters Score -2306622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2306632.750000 Penalty: 3180.632080
	Iteration 22Q: 3 clusters Score -2306633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2306634.500000 Penalty: 3180.632080
	Iteration 23Q: 3 clusters Score -2306634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2306633.500000 Penalty: 3180.632080
	Iteration 24Q: 3 clusters Score -2306634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2306636.000000 Penalty: 3180.632080
	Iteration 25Q: 3 clusters Score -2306636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2306636.000000 Penalty: 3180.632080
	Iteration 26F: 3 clusters Score -2306636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Entering Unmasked Estep 
Score: -10653119.000000 Penalty: 1840.675537
	Iteration 0F: 2 clusters Score -1.065312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -10597989.000000 Penalty: 3681.351074
	Iteration 0F: 3 clusters Score -1.059799e+07 nChanged 39636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -10620705.000000 Penalty: 3681.351074
	Iteration 1F: 3 clusters Score -1.06207e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10621445.000000 Penalty: 3681.351074
	Iteration 2Q: 3 clusters Score -1.062144e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -10622436.000000 Penalty: 3681.351074
	Iteration 3Q: 3 clusters Score -1.062244e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -10623733.000000 Penalty: 3681.351074
	Iteration 4Q: 3 clusters Score -1.062373e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -10625608.000000 Penalty: 3681.351074
	Iteration 5Q: 3 clusters Score -1.062561e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -10628411.000000 Penalty: 3681.351074
	Iteration 6F: 3 clusters Score -1.062841e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -10632379.000000 Penalty: 3681.351074
	Iteration 7F: 3 clusters Score -1.063238e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -10637228.000000 Penalty: 3681.351074
	Iteration 8F: 3 clusters Score -1.063723e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -10641989.000000 Penalty: 3681.351074
	Iteration 9F: 3 clusters Score -1.064199e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -10645753.000000 Penalty: 3681.351074
	Iteration 10Q: 3 clusters Score -1.064575e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -10648078.000000 Penalty: 3681.351074
	Iteration 11Q: 3 clusters Score -1.064808e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -10649427.000000 Penalty: 3681.351074
	Iteration 12Q: 3 clusters Score -1.064943e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -10650098.000000 Penalty: 3681.351074
	Iteration 13Q: 3 clusters Score -1.06501e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -10650475.000000 Penalty: 3681.351074
	Iteration 14Q: 3 clusters Score -1.065048e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -10650752.000000 Penalty: 3681.351074
	Iteration 15Q: 3 clusters Score -1.065075e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 81763 members 
Entering Unmasked Estep 
Score: -10650951.000000 Penalty: 3681.351074
	Iteration 16Q: 3 clusters Score -1.065095e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -10651079.000000 Penalty: 3681.351074
	Iteration 17Q: 3 clusters Score -1.065108e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -10651189.000000 Penalty: 3681.351074
	Iteration 18Q: 3 clusters Score -1.065119e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -10651279.000000 Penalty: 3681.351074
	Iteration 19Q: 3 clusters Score -1.065128e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -10651347.000000 Penalty: 3681.351074
	Iteration 20F: 3 clusters Score -1.065135e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -10651399.000000 Penalty: 3681.351074
	Iteration 21Q: 3 clusters Score -1.06514e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -10651411.000000 Penalty: 3681.351074
	Iteration 22Q: 3 clusters Score -1.065141e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -10651445.000000 Penalty: 3681.351074
	Iteration 23Q: 3 clusters Score -1.065144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -10651473.000000 Penalty: 3681.351074
	Iteration 24Q: 3 clusters Score -1.065147e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 82574 members 
Entering Unmasked Estep 
Score: -10651496.000000 Penalty: 3681.351074
	Iteration 25Q: 3 clusters Score -1.06515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -10651514.000000 Penalty: 3681.351074
	Iteration 26Q: 3 clusters Score -1.065151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -10651513.000000 Penalty: 3681.351074
	Iteration 27Q: 3 clusters Score -1.065151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -10651517.000000 Penalty: 3681.351074
	Iteration 28Q: 3 clusters Score -1.065152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -10651522.000000 Penalty: 3681.351074
	Iteration 29Q: 3 clusters Score -1.065152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10651537.000000 Penalty: 3681.351074
	Iteration 30Q: 3 clusters Score -1.065154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82623 members 
Entering Unmasked Estep 
Score: -10651552.000000 Penalty: 3681.351074
	Iteration 31Q: 3 clusters Score -1.065155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 82626 members 
Entering Unmasked Estep 
Score: -10651557.000000 Penalty: 3681.351074
	Iteration 32Q: 3 clusters Score -1.065156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 82629 members 
Entering Unmasked Estep 
Score: -10651558.000000 Penalty: 3681.351074
	Iteration 33Q: 3 clusters Score -1.065156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -10651559.000000 Penalty: 3681.351074
	Iteration 34Q: 3 clusters Score -1.065156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -10651557.000000 Penalty: 3681.351074
	Iteration 35Q: 3 clusters Score -1.065156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -10651557.000000 Penalty: 3681.351074
	Iteration 36F: 3 clusters Score -1.065156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Entering Unmasked Estep 
Score: -2754169.000000 Penalty: 1627.405762
	Iteration 0F: 2 clusters Score -2754169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2739055.750000 Penalty: 3254.811523
	Iteration 0F: 3 clusters Score -2739056 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -2744585.250000 Penalty: 3254.811523
	Iteration 1F: 3 clusters Score -2744585 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2744932.750000 Penalty: 3254.811523
	Iteration 2Q: 3 clusters Score -2744933 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2745229.000000 Penalty: 3254.811523
	Iteration 3Q: 3 clusters Score -2745229 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2745508.750000 Penalty: 3254.811523
	Iteration 4Q: 3 clusters Score -2745509 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2745788.250000 Penalty: 3254.811523
	Iteration 5Q: 3 clusters Score -2745788 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2746089.500000 Penalty: 3254.811523
	Iteration 6Q: 3 clusters Score -2746090 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2746387.250000 Penalty: 3254.811523
	Iteration 7Q: 3 clusters Score -2746387 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2746727.500000 Penalty: 3254.811523
	Iteration 8Q: 3 clusters Score -2746728 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2747146.250000 Penalty: 3254.811523
	Iteration 9Q: 3 clusters Score -2747146 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2747616.000000 Penalty: 3254.811523
	Iteration 10Q: 3 clusters Score -2747616 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2748127.250000 Penalty: 3254.811523
	Iteration 11Q: 3 clusters Score -2748127 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2748646.250000 Penalty: 3254.811523
	Iteration 12Q: 3 clusters Score -2748646 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2749048.750000 Penalty: 3254.811523
	Iteration 13Q: 3 clusters Score -2749049 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2749262.750000 Penalty: 3254.811523
	Iteration 14Q: 3 clusters Score -2749263 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2749344.250000 Penalty: 3254.811523
	Iteration 15Q: 3 clusters Score -2749344 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2749382.500000 Penalty: 3254.811523
	Iteration 16Q: 3 clusters Score -2749382 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2749404.500000 Penalty: 3254.811523
	Iteration 17Q: 3 clusters Score -2749404 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2749437.750000 Penalty: 3254.811523
	Iteration 18Q: 3 clusters Score -2749438 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2749441.500000 Penalty: 3254.811523
	Iteration 19Q: 3 clusters Score -2749442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2749448.000000 Penalty: 3254.811523
	Iteration 20F: 3 clusters Score -2749448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2749461.000000 Penalty: 3254.811523
	Iteration 21Q: 3 clusters Score -2749461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2749459.000000 Penalty: 3254.811523
	Iteration 22Q: 3 clusters Score -2749459 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2749462.250000 Penalty: 3254.811523
	Iteration 23Q: 3 clusters Score -2749462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2749469.250000 Penalty: 3254.811523
	Iteration 24Q: 3 clusters Score -2749469 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2749478.000000 Penalty: 3254.811523
	Iteration 25Q: 3 clusters Score -2749478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2749491.000000 Penalty: 3254.811523
	Iteration 26Q: 3 clusters Score -2749491 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2749510.000000 Penalty: 3254.811523
	Iteration 27Q: 3 clusters Score -2749510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2749526.750000 Penalty: 3254.811523
	Iteration 28Q: 3 clusters Score -2749527 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2749532.000000 Penalty: 3254.811523
	Iteration 29Q: 3 clusters Score -2749532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2749544.750000 Penalty: 3254.811523
	Iteration 30Q: 3 clusters Score -2749545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2749556.000000 Penalty: 3254.811523
	Iteration 31Q: 3 clusters Score -2749556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2749571.250000 Penalty: 3254.811523
	Iteration 32Q: 3 clusters Score -2749571 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2749596.750000 Penalty: 3254.811523
	Iteration 33Q: 3 clusters Score -2749597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2749616.250000 Penalty: 3254.811523
	Iteration 34Q: 3 clusters Score -2749616 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2749643.000000 Penalty: 3254.811523
	Iteration 35Q: 3 clusters Score -2749643 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2749665.250000 Penalty: 3254.811523
	Iteration 36Q: 3 clusters Score -2749665 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2749681.750000 Penalty: 3254.811523
	Iteration 37Q: 3 clusters Score -2749682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2749696.750000 Penalty: 3254.811523
	Iteration 38Q: 3 clusters Score -2749697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2749713.750000 Penalty: 3254.811523
	Iteration 39Q: 3 clusters Score -2749714 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2749740.750000 Penalty: 3254.811523
	Iteration 40F: 3 clusters Score -2749741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2749755.000000 Penalty: 3254.811523
	Iteration 41Q: 3 clusters Score -2749755 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2749770.250000 Penalty: 3254.811523
	Iteration 42Q: 3 clusters Score -2749770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2749781.750000 Penalty: 3254.811523
	Iteration 43Q: 3 clusters Score -2749782 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2749791.250000 Penalty: 3254.811523
	Iteration 44Q: 3 clusters Score -2749791 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2749812.750000 Penalty: 3254.811523
	Iteration 45Q: 3 clusters Score -2749813 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2749839.000000 Penalty: 3254.811523
	Iteration 46Q: 3 clusters Score -2749839 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2749872.750000 Penalty: 3254.811523
	Iteration 47Q: 3 clusters Score -2749873 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2749895.250000 Penalty: 3254.811523
	Iteration 48Q: 3 clusters Score -2749895 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2749933.000000 Penalty: 3254.811523
	Iteration 49Q: 3 clusters Score -2749933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2749962.750000 Penalty: 3254.811523
	Iteration 50Q: 3 clusters Score -2749963 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2749992.250000 Penalty: 3254.811523
	Iteration 51Q: 3 clusters Score -2749992 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2750030.000000 Penalty: 3254.811523
	Iteration 52Q: 3 clusters Score -2750030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2750074.000000 Penalty: 3254.811523
	Iteration 53Q: 3 clusters Score -2750074 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2750125.000000 Penalty: 3254.811523
	Iteration 54Q: 3 clusters Score -2750125 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2750179.750000 Penalty: 3254.811523
	Iteration 55Q: 3 clusters Score -2750180 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2750263.250000 Penalty: 3254.811523
	Iteration 56Q: 3 clusters Score -2750263 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2750354.000000 Penalty: 3254.811523
	Iteration 57Q: 3 clusters Score -2750354 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2750440.500000 Penalty: 3254.811523
	Iteration 58Q: 3 clusters Score -2750440 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2750530.750000 Penalty: 3254.811523
	Iteration 59Q: 3 clusters Score -2750531 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2750628.250000 Penalty: 3254.811523
	Iteration 60F: 3 clusters Score -2750628 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2750739.500000 Penalty: 3254.811523
	Iteration 61Q: 3 clusters Score -2750740 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2750855.750000 Penalty: 3254.811523
	Iteration 62Q: 3 clusters Score -2750856 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2750967.250000 Penalty: 3254.811523
	Iteration 63Q: 3 clusters Score -2750967 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2751070.000000 Penalty: 3254.811523
	Iteration 64Q: 3 clusters Score -2751070 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2751181.500000 Penalty: 3254.811523
	Iteration 65Q: 3 clusters Score -2751182 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2751310.500000 Penalty: 3254.811523
	Iteration 66Q: 3 clusters Score -2751310 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2751457.000000 Penalty: 3254.811523
	Iteration 67Q: 3 clusters Score -2751457 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2751601.750000 Penalty: 3254.811523
	Iteration 68Q: 3 clusters Score -2751602 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2751721.750000 Penalty: 3254.811523
	Iteration 69Q: 3 clusters Score -2751722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2751870.250000 Penalty: 3254.811523
	Iteration 70Q: 3 clusters Score -2751870 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2752051.500000 Penalty: 3254.811523
	Iteration 71Q: 3 clusters Score -2752052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2752193.750000 Penalty: 3254.811523
	Iteration 72Q: 3 clusters Score -2752194 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2752318.500000 Penalty: 3254.811523
	Iteration 73Q: 3 clusters Score -2752318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2752432.750000 Penalty: 3254.811523
	Iteration 74Q: 3 clusters Score -2752433 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2752526.750000 Penalty: 3254.811523
	Iteration 75Q: 3 clusters Score -2752527 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2752590.000000 Penalty: 3254.811523
	Iteration 76Q: 3 clusters Score -2752590 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2752630.750000 Penalty: 3254.811523
	Iteration 77Q: 3 clusters Score -2752631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2752663.500000 Penalty: 3254.811523
	Iteration 78Q: 3 clusters Score -2752664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2752686.000000 Penalty: 3254.811523
	Iteration 79Q: 3 clusters Score -2752686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2752708.500000 Penalty: 3254.811523
	Iteration 80F: 3 clusters Score -2752708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2752712.250000 Penalty: 3254.811523
	Iteration 81Q: 3 clusters Score -2752712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2752718.000000 Penalty: 3254.811523
	Iteration 82Q: 3 clusters Score -2752718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2752732.000000 Penalty: 3254.811523
	Iteration 83Q: 3 clusters Score -2752732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2752741.250000 Penalty: 3254.811523
	Iteration 84Q: 3 clusters Score -2752741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2752753.500000 Penalty: 3254.811523
	Iteration 85Q: 3 clusters Score -2752754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2752757.250000 Penalty: 3254.811523
	Iteration 86Q: 3 clusters Score -2752757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2752765.500000 Penalty: 3254.811523
	Iteration 87Q: 3 clusters Score -2752766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2752769.500000 Penalty: 3254.811523
	Iteration 88Q: 3 clusters Score -2752770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2752772.250000 Penalty: 3254.811523
	Iteration 89Q: 3 clusters Score -2752772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2752779.000000 Penalty: 3254.811523
	Iteration 90Q: 3 clusters Score -2752779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2752780.750000 Penalty: 3254.811523
	Iteration 91Q: 3 clusters Score -2752781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2752781.500000 Penalty: 3254.811523
	Iteration 92Q: 3 clusters Score -2752782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2752783.250000 Penalty: 3254.811523
	Iteration 93Q: 3 clusters Score -2752783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2752784.250000 Penalty: 3254.811523
	Iteration 94Q: 3 clusters Score -2752784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2752790.750000 Penalty: 3254.811523
	Iteration 95Q: 3 clusters Score -2752791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2752787.500000 Penalty: 3254.811523
	Iteration 96Q: 3 clusters Score -2752788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2752787.500000 Penalty: 3254.811523
	Iteration 97F: 3 clusters Score -2752788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -881954.062500 Penalty: 1441.665283
	Iteration 0F: 2 clusters Score -881954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -876653.687500 Penalty: 2883.330566
	Iteration 0F: 3 clusters Score -876653.7 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -878260.000000 Penalty: 2883.330566
	Iteration 1F: 3 clusters Score -878260 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -878464.000000 Penalty: 2883.330566
	Iteration 2F: 3 clusters Score -878464 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -878616.750000 Penalty: 2883.330566
	Iteration 3F: 3 clusters Score -878616.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -878755.625000 Penalty: 2883.330566
	Iteration 4Q: 3 clusters Score -878755.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -878890.937500 Penalty: 2883.330566
	Iteration 5Q: 3 clusters Score -878890.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -879030.000000 Penalty: 2883.330566
	Iteration 6Q: 3 clusters Score -879030 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -879161.062500 Penalty: 2883.330566
	Iteration 7Q: 3 clusters Score -879161.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -879278.875000 Penalty: 2883.330566
	Iteration 8Q: 3 clusters Score -879278.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -879412.250000 Penalty: 2883.330566
	Iteration 9Q: 3 clusters Score -879412.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -879556.687500 Penalty: 2883.330566
	Iteration 10Q: 3 clusters Score -879556.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -879695.312500 Penalty: 2883.330566
	Iteration 11Q: 3 clusters Score -879695.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -879817.250000 Penalty: 2883.330566
	Iteration 12Q: 3 clusters Score -879817.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -879939.687500 Penalty: 2883.330566
	Iteration 13Q: 3 clusters Score -879939.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -880072.437500 Penalty: 2883.330566
	Iteration 14Q: 3 clusters Score -880072.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -880195.500000 Penalty: 2883.330566
	Iteration 15Q: 3 clusters Score -880195.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -880330.750000 Penalty: 2883.330566
	Iteration 16Q: 3 clusters Score -880330.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -880464.000000 Penalty: 2883.330566
	Iteration 17Q: 3 clusters Score -880464 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -880602.687500 Penalty: 2883.330566
	Iteration 18Q: 3 clusters Score -880602.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -880739.187500 Penalty: 2883.330566
	Iteration 19Q: 3 clusters Score -880739.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -880862.750000 Penalty: 2883.330566
	Iteration 20F: 3 clusters Score -880862.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -880964.750000 Penalty: 2883.330566
	Iteration 21Q: 3 clusters Score -880964.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -881027.625000 Penalty: 2883.330566
	Iteration 22Q: 3 clusters Score -881027.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -881077.625000 Penalty: 2883.330566
	Iteration 23Q: 3 clusters Score -881077.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -881119.375000 Penalty: 2883.330566
	Iteration 24Q: 3 clusters Score -881119.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -881155.375000 Penalty: 2883.330566
	Iteration 25Q: 3 clusters Score -881155.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -881186.000000 Penalty: 2883.330566
	Iteration 26Q: 3 clusters Score -881186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -881199.375000 Penalty: 2883.330566
	Iteration 27Q: 3 clusters Score -881199.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -881215.250000 Penalty: 2883.330566
	Iteration 28Q: 3 clusters Score -881215.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -881223.875000 Penalty: 2883.330566
	Iteration 29Q: 3 clusters Score -881223.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -881230.625000 Penalty: 2883.330566
	Iteration 30Q: 3 clusters Score -881230.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -881235.500000 Penalty: 2883.330566
	Iteration 31Q: 3 clusters Score -881235.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -881238.875000 Penalty: 2883.330566
	Iteration 32Q: 3 clusters Score -881238.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -881240.750000 Penalty: 2883.330566
	Iteration 33Q: 3 clusters Score -881240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -881243.812500 Penalty: 2883.330566
	Iteration 34Q: 3 clusters Score -881243.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -881246.250000 Penalty: 2883.330566
	Iteration 35Q: 3 clusters Score -881246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -881247.375000 Penalty: 2883.330566
	Iteration 36Q: 3 clusters Score -881247.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -881249.125000 Penalty: 2883.330566
	Iteration 37Q: 3 clusters Score -881249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -881250.937500 Penalty: 2883.330566
	Iteration 38Q: 3 clusters Score -881250.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -881251.250000 Penalty: 2883.330566
	Iteration 39Q: 3 clusters Score -881251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -881253.312500 Penalty: 2883.330566
	Iteration 40F: 3 clusters Score -881253.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -881255.250000 Penalty: 2883.330566
	Iteration 41Q: 3 clusters Score -881255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -881257.625000 Penalty: 2883.330566
	Iteration 42Q: 3 clusters Score -881257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -881259.187500 Penalty: 2883.330566
	Iteration 43Q: 3 clusters Score -881259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -881260.687500 Penalty: 2883.330566
	Iteration 44Q: 3 clusters Score -881260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -881260.437500 Penalty: 2883.330566
	Iteration 45Q: 3 clusters Score -881260.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -881262.500000 Penalty: 2883.330566
	Iteration 46Q: 3 clusters Score -881262.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -881263.687500 Penalty: 2883.330566
	Iteration 47Q: 3 clusters Score -881263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -881263.750000 Penalty: 2883.330566
	Iteration 48Q: 3 clusters Score -881263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -881267.250000 Penalty: 2883.330566
	Iteration 49Q: 3 clusters Score -881267.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -881268.000000 Penalty: 2883.330566
	Iteration 50Q: 3 clusters Score -881268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -881267.812500 Penalty: 2883.330566
	Iteration 51Q: 3 clusters Score -881267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -881267.250000 Penalty: 2883.330566
	Iteration 52Q: 3 clusters Score -881267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -881267.687500 Penalty: 2883.330566
	Iteration 53Q: 3 clusters Score -881267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -881267.687500 Penalty: 2883.330566
	Iteration 54F: 3 clusters Score -881267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -30625.248047 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -30625.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29781.275391 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -29781.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29859.515625 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -29859.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29869.275391 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -29869.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29878.808594 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -29878.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29887.167969 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -29887.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29896.691406 Penalty: 1798.351562
	Iteration 5Q: 3 clusters Score -29896.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29901.988281 Penalty: 1798.351562
	Iteration 6Q: 3 clusters Score -29901.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29901.988281 Penalty: 1798.351562
	Iteration 7F: 3 clusters Score -29901.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Entering Unmasked Estep 
Score: -14530.044922 Penalty: 896.586060
	Iteration 0F: 2 clusters Score -14530.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13893.512695 Penalty: 1793.172119
	Iteration 0F: 3 clusters Score -13893.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14166.008789 Penalty: 1793.172119
	Iteration 1F: 3 clusters Score -14166.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14287.824219 Penalty: 1793.172119
	Iteration 2F: 3 clusters Score -14287.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14428.929688 Penalty: 1793.172119
	Iteration 3Q: 3 clusters Score -14428.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14518.629883 Penalty: 1793.172119
	Iteration 4Q: 3 clusters Score -14518.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14579.926758 Penalty: 1793.172119
	Iteration 5Q: 3 clusters Score -14579.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14638.382812 Penalty: 1793.172119
	Iteration 6Q: 3 clusters Score -14638.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14710.493164 Penalty: 1793.172119
	Iteration 7Q: 3 clusters Score -14710.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14722.872070 Penalty: 1793.172119
	Iteration 8Q: 3 clusters Score -14722.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14723.813477 Penalty: 1793.172119
	Iteration 9Q: 3 clusters Score -14723.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14741.963867 Penalty: 1793.172119
	Iteration 10F: 3 clusters Score -14741.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14846.661133 Penalty: 1793.172119
	Iteration 11Q: 3 clusters Score -14846.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14847.656250 Penalty: 1793.172119
	Iteration 12Q: 3 clusters Score -14847.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14847.656250 Penalty: 1793.172119
	Iteration 13F: 3 clusters Score -14847.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 113794 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17996 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 34540 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12194 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 134 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60365 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51649 members 
Mstep: Class 27 contains 260 members 
Mstep: Class 28 contains 115 members 
Entering Unmasked Estep 
Score: -59777512.000000 Penalty: 59499.636719
Splitting cluster 19 changes total score from -59778448.000000 to -59777512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -302455.187500 Penalty: 1274.625366
	Iteration 0F: 2 clusters Score -302455.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -300046.687500 Penalty: 2549.250732
	Iteration 0F: 3 clusters Score -300046.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -300685.875000 Penalty: 2549.250732
	Iteration 1F: 3 clusters Score -300685.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -300904.281250 Penalty: 2549.250732
	Iteration 2F: 3 clusters Score -300904.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -301045.750000 Penalty: 2549.250732
	Iteration 3F: 3 clusters Score -301045.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -301156.406250 Penalty: 2549.250732
	Iteration 4F: 3 clusters Score -301156.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -301229.093750 Penalty: 2549.250732
	Iteration 5Q: 3 clusters Score -301229.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -301278.593750 Penalty: 2549.250732
	Iteration 6Q: 3 clusters Score -301278.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -301317.593750 Penalty: 2549.250732
	Iteration 7Q: 3 clusters Score -301317.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -301348.718750 Penalty: 2549.250732
	Iteration 8Q: 3 clusters Score -301348.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -301372.156250 Penalty: 2549.250732
	Iteration 9Q: 3 clusters Score -301372.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -301393.125000 Penalty: 2549.250732
	Iteration 10Q: 3 clusters Score -301393.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -301410.437500 Penalty: 2549.250732
	Iteration 11Q: 3 clusters Score -301410.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -301419.812500 Penalty: 2549.250732
	Iteration 12Q: 3 clusters Score -301419.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -301431.531250 Penalty: 2549.250732
	Iteration 13Q: 3 clusters Score -301431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -301447.531250 Penalty: 2549.250732
	Iteration 14Q: 3 clusters Score -301447.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -301468.000000 Penalty: 2549.250732
	Iteration 15Q: 3 clusters Score -301468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -301480.718750 Penalty: 2549.250732
	Iteration 16Q: 3 clusters Score -301480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -301489.875000 Penalty: 2549.250732
	Iteration 17Q: 3 clusters Score -301489.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -301497.468750 Penalty: 2549.250732
	Iteration 18Q: 3 clusters Score -301497.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -301505.687500 Penalty: 2549.250732
	Iteration 19Q: 3 clusters Score -301505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -301512.156250 Penalty: 2549.250732
	Iteration 20F: 3 clusters Score -301512.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -301515.593750 Penalty: 2549.250732
	Iteration 21Q: 3 clusters Score -301515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -301516.875000 Penalty: 2549.250732
	Iteration 22Q: 3 clusters Score -301516.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -301519.968750 Penalty: 2549.250732
	Iteration 23Q: 3 clusters Score -301520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -301521.000000 Penalty: 2549.250732
	Iteration 24Q: 3 clusters Score -301521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -301522.968750 Penalty: 2549.250732
	Iteration 25Q: 3 clusters Score -301523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -301522.968750 Penalty: 2549.250732
	Iteration 26F: 3 clusters Score -301523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Entering Unmasked Estep 
Score: -862037.000000 Penalty: 1434.725464
	Iteration 0F: 2 clusters Score -862037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -856879.750000 Penalty: 2869.450928
	Iteration 0F: 3 clusters Score -856879.8 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -858381.562500 Penalty: 2869.450928
	Iteration 1F: 3 clusters Score -858381.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -858579.125000 Penalty: 2869.450928
	Iteration 2F: 3 clusters Score -858579.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -858738.000000 Penalty: 2869.450928
	Iteration 3F: 3 clusters Score -858738 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -858912.812500 Penalty: 2869.450928
	Iteration 4Q: 3 clusters Score -858912.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -859079.187500 Penalty: 2869.450928
	Iteration 5Q: 3 clusters Score -859079.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -859270.187500 Penalty: 2869.450928
	Iteration 6Q: 3 clusters Score -859270.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -859521.937500 Penalty: 2869.450928
	Iteration 7Q: 3 clusters Score -859521.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -859761.250000 Penalty: 2869.450928
	Iteration 8Q: 3 clusters Score -859761.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -859996.187500 Penalty: 2869.450928
	Iteration 9Q: 3 clusters Score -859996.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -860201.937500 Penalty: 2869.450928
	Iteration 10Q: 3 clusters Score -860201.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -860351.625000 Penalty: 2869.450928
	Iteration 11Q: 3 clusters Score -860351.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -860466.750000 Penalty: 2869.450928
	Iteration 12Q: 3 clusters Score -860466.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -860551.375000 Penalty: 2869.450928
	Iteration 13Q: 3 clusters Score -860551.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -860597.875000 Penalty: 2869.450928
	Iteration 14Q: 3 clusters Score -860597.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -860634.562500 Penalty: 2869.450928
	Iteration 15Q: 3 clusters Score -860634.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -860669.562500 Penalty: 2869.450928
	Iteration 16Q: 3 clusters Score -860669.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -860693.000000 Penalty: 2869.450928
	Iteration 17Q: 3 clusters Score -860693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -860710.500000 Penalty: 2869.450928
	Iteration 18Q: 3 clusters Score -860710.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -860734.000000 Penalty: 2869.450928
	Iteration 19Q: 3 clusters Score -860734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -860745.625000 Penalty: 2869.450928
	Iteration 20F: 3 clusters Score -860745.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -860755.375000 Penalty: 2869.450928
	Iteration 21Q: 3 clusters Score -860755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -860766.375000 Penalty: 2869.450928
	Iteration 22Q: 3 clusters Score -860766.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -860772.812500 Penalty: 2869.450928
	Iteration 23Q: 3 clusters Score -860772.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -860775.812500 Penalty: 2869.450928
	Iteration 24Q: 3 clusters Score -860775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -860775.812500 Penalty: 2869.450928
	Iteration 25F: 3 clusters Score -860775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -304475.312500 Penalty: 1263.891235
	Iteration 0F: 2 clusters Score -304475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -302145.781250 Penalty: 2527.782471
	Iteration 0F: 3 clusters Score -302145.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -302677.062500 Penalty: 2527.782471
	Iteration 1F: 3 clusters Score -302677.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -302841.281250 Penalty: 2527.782471
	Iteration 2F: 3 clusters Score -302841.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -302940.625000 Penalty: 2527.782471
	Iteration 3F: 3 clusters Score -302940.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -303005.562500 Penalty: 2527.782471
	Iteration 4Q: 3 clusters Score -303005.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303053.750000 Penalty: 2527.782471
	Iteration 5Q: 3 clusters Score -303053.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -303092.031250 Penalty: 2527.782471
	Iteration 6Q: 3 clusters Score -303092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303129.687500 Penalty: 2527.782471
	Iteration 7Q: 3 clusters Score -303129.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -303161.531250 Penalty: 2527.782471
	Iteration 8Q: 3 clusters Score -303161.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303192.250000 Penalty: 2527.782471
	Iteration 9Q: 3 clusters Score -303192.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303221.531250 Penalty: 2527.782471
	Iteration 10Q: 3 clusters Score -303221.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303239.375000 Penalty: 2527.782471
	Iteration 11Q: 3 clusters Score -303239.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -303254.500000 Penalty: 2527.782471
	Iteration 12Q: 3 clusters Score -303254.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -303269.250000 Penalty: 2527.782471
	Iteration 13Q: 3 clusters Score -303269.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -303278.500000 Penalty: 2527.782471
	Iteration 14Q: 3 clusters Score -303278.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303283.656250 Penalty: 2527.782471
	Iteration 15Q: 3 clusters Score -303283.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -303287.062500 Penalty: 2527.782471
	Iteration 16Q: 3 clusters Score -303287.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -303290.843750 Penalty: 2527.782471
	Iteration 17Q: 3 clusters Score -303290.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -303294.593750 Penalty: 2527.782471
	Iteration 18Q: 3 clusters Score -303294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303297.156250 Penalty: 2527.782471
	Iteration 19Q: 3 clusters Score -303297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -303298.250000 Penalty: 2527.782471
	Iteration 20F: 3 clusters Score -303298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -303299.687500 Penalty: 2527.782471
	Iteration 21Q: 3 clusters Score -303299.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303301.562500 Penalty: 2527.782471
	Iteration 22Q: 3 clusters Score -303301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -303302.312500 Penalty: 2527.782471
	Iteration 23Q: 3 clusters Score -303302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -303303.531250 Penalty: 2527.782471
	Iteration 24Q: 3 clusters Score -303303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303305.500000 Penalty: 2527.782471
	Iteration 25Q: 3 clusters Score -303305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -303307.312500 Penalty: 2527.782471
	Iteration 26Q: 3 clusters Score -303307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -303308.093750 Penalty: 2527.782471
	Iteration 27Q: 3 clusters Score -303308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -303309.375000 Penalty: 2527.782471
	Iteration 28Q: 3 clusters Score -303309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -303310.281250 Penalty: 2527.782471
	Iteration 29Q: 3 clusters Score -303310.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303310.812500 Penalty: 2527.782471
	Iteration 30Q: 3 clusters Score -303310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303311.750000 Penalty: 2527.782471
	Iteration 31Q: 3 clusters Score -303311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303312.218750 Penalty: 2527.782471
	Iteration 32Q: 3 clusters Score -303312.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303313.062500 Penalty: 2527.782471
	Iteration 33Q: 3 clusters Score -303313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -303313.062500 Penalty: 2527.782471
	Iteration 34F: 3 clusters Score -303313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Entering Unmasked Estep 
Score: -7775115.000000 Penalty: 1788.826660
	Iteration 0F: 2 clusters Score -7775115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -7734828.500000 Penalty: 3577.653320
	Iteration 0F: 3 clusters Score -7734828 nChanged 28492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -7751370.000000 Penalty: 3577.653320
	Iteration 1F: 3 clusters Score -7751370 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -7752158.500000 Penalty: 3577.653320
	Iteration 2Q: 3 clusters Score -7752158 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -7753220.500000 Penalty: 3577.653320
	Iteration 3Q: 3 clusters Score -7753220 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7754917.500000 Penalty: 3577.653320
	Iteration 4F: 3 clusters Score -7754918 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -7757271.000000 Penalty: 3577.653320
	Iteration 5F: 3 clusters Score -7757271 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -7760469.500000 Penalty: 3577.653320
	Iteration 6F: 3 clusters Score -7760470 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -7764327.500000 Penalty: 3577.653320
	Iteration 7F: 3 clusters Score -7764328 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7768189.500000 Penalty: 3577.653320
	Iteration 8F: 3 clusters Score -7768190 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7771133.500000 Penalty: 3577.653320
	Iteration 9F: 3 clusters Score -7771134 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7772671.000000 Penalty: 3577.653320
	Iteration 10Q: 3 clusters Score -7772671 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7773221.000000 Penalty: 3577.653320
	Iteration 11Q: 3 clusters Score -7773221 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60091 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7773408.500000 Penalty: 3577.653320
	Iteration 12Q: 3 clusters Score -7773408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7773485.000000 Penalty: 3577.653320
	Iteration 13Q: 3 clusters Score -7773485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60170 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7773534.500000 Penalty: 3577.653320
	Iteration 14Q: 3 clusters Score -7773534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7773563.500000 Penalty: 3577.653320
	Iteration 15Q: 3 clusters Score -7773564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7773560.500000 Penalty: 3577.653320
	Iteration 16Q: 3 clusters Score -7773560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7773564.500000 Penalty: 3577.653320
	Iteration 17Q: 3 clusters Score -7773564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7773571.500000 Penalty: 3577.653320
	Iteration 18Q: 3 clusters Score -7773572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7773574.000000 Penalty: 3577.653320
	Iteration 19Q: 3 clusters Score -7773574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -7773599.000000 Penalty: 3577.653320
	Iteration 20F: 3 clusters Score -7773599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7773609.500000 Penalty: 3577.653320
	Iteration 21Q: 3 clusters Score -7773610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -7773614.000000 Penalty: 3577.653320
	Iteration 22Q: 3 clusters Score -7773614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7773618.000000 Penalty: 3577.653320
	Iteration 23Q: 3 clusters Score -7773618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7773618.000000 Penalty: 3577.653320
	Iteration 24F: 3 clusters Score -7773618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Entering Unmasked Estep 
Score: -811382.250000 Penalty: 1436.028809
	Iteration 0F: 2 clusters Score -811382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -806251.062500 Penalty: 2872.057617
	Iteration 0F: 3 clusters Score -806251.1 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -807860.437500 Penalty: 2872.057617
	Iteration 1F: 3 clusters Score -807860.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -808217.562500 Penalty: 2872.057617
	Iteration 2F: 3 clusters Score -808217.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -808539.125000 Penalty: 2872.057617
	Iteration 3F: 3 clusters Score -808539.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -808878.937500 Penalty: 2872.057617
	Iteration 4F: 3 clusters Score -808878.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -809257.312500 Penalty: 2872.057617
	Iteration 5F: 3 clusters Score -809257.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -809570.562500 Penalty: 2872.057617
	Iteration 6F: 3 clusters Score -809570.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -809840.750000 Penalty: 2872.057617
	Iteration 7Q: 3 clusters Score -809840.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -810054.937500 Penalty: 2872.057617
	Iteration 8Q: 3 clusters Score -810054.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -810224.250000 Penalty: 2872.057617
	Iteration 9Q: 3 clusters Score -810224.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -810315.750000 Penalty: 2872.057617
	Iteration 10Q: 3 clusters Score -810315.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -810374.562500 Penalty: 2872.057617
	Iteration 11Q: 3 clusters Score -810374.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -810414.062500 Penalty: 2872.057617
	Iteration 12Q: 3 clusters Score -810414.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -810428.937500 Penalty: 2872.057617
	Iteration 13Q: 3 clusters Score -810428.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -810437.750000 Penalty: 2872.057617
	Iteration 14Q: 3 clusters Score -810437.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -810445.000000 Penalty: 2872.057617
	Iteration 15Q: 3 clusters Score -810445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -810448.750000 Penalty: 2872.057617
	Iteration 16Q: 3 clusters Score -810448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -810451.375000 Penalty: 2872.057617
	Iteration 17Q: 3 clusters Score -810451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -810452.000000 Penalty: 2872.057617
	Iteration 18Q: 3 clusters Score -810452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -810453.687500 Penalty: 2872.057617
	Iteration 19Q: 3 clusters Score -810453.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -810454.312500 Penalty: 2872.057617
	Iteration 20F: 3 clusters Score -810454.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -810454.687500 Penalty: 2872.057617
	Iteration 21Q: 3 clusters Score -810454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -810453.687500 Penalty: 2872.057617
	Iteration 22Q: 3 clusters Score -810453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -810455.000000 Penalty: 2872.057617
	Iteration 23Q: 3 clusters Score -810455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -810458.312500 Penalty: 2872.057617
	Iteration 24Q: 3 clusters Score -810458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -810460.500000 Penalty: 2872.057617
	Iteration 25Q: 3 clusters Score -810460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -810464.562500 Penalty: 2872.057617
	Iteration 26Q: 3 clusters Score -810464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -810464.062500 Penalty: 2872.057617
	Iteration 27Q: 3 clusters Score -810464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -810463.625000 Penalty: 2872.057617
	Iteration 28Q: 3 clusters Score -810463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -810463.187500 Penalty: 2872.057617
	Iteration 29Q: 3 clusters Score -810463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -810463.875000 Penalty: 2872.057617
	Iteration 30Q: 3 clusters Score -810463.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -810463.875000 Penalty: 2872.057617
	Iteration 31F: 3 clusters Score -810463.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -25745.964844 Penalty: 903.610779
	Iteration 0F: 2 clusters Score -25745.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24938.414062 Penalty: 1807.221558
	Iteration 0F: 3 clusters Score -24938.41 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25088.681641 Penalty: 1807.221558
	Iteration 1F: 3 clusters Score -25088.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25179.671875 Penalty: 1807.221558
	Iteration 2F: 3 clusters Score -25179.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25243.582031 Penalty: 1807.221558
	Iteration 3F: 3 clusters Score -25243.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25359.994141 Penalty: 1807.221558
	Iteration 4Q: 3 clusters Score -25359.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -25398.666016 Penalty: 1807.221558
	Iteration 5Q: 3 clusters Score -25398.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25410.728516 Penalty: 1807.221558
	Iteration 6Q: 3 clusters Score -25410.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25413.712891 Penalty: 1807.221558
	Iteration 7Q: 3 clusters Score -25413.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25413.712891 Penalty: 1807.221558
	Iteration 8F: 3 clusters Score -25413.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Entering Unmasked Estep 
Score: -6679720.500000 Penalty: 1763.486816
	Iteration 0F: 2 clusters Score -6679720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6645544.000000 Penalty: 3526.973633
	Iteration 0F: 3 clusters Score -6645544 nChanged 24108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -6659350.500000 Penalty: 3526.973633
	Iteration 1F: 3 clusters Score -6659350 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -6660256.500000 Penalty: 3526.973633
	Iteration 2Q: 3 clusters Score -6660256 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -6661417.000000 Penalty: 3526.973633
	Iteration 3F: 3 clusters Score -6661417 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6662755.500000 Penalty: 3526.973633
	Iteration 4F: 3 clusters Score -6662756 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -6664149.500000 Penalty: 3526.973633
	Iteration 5F: 3 clusters Score -6664150 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6665585.500000 Penalty: 3526.973633
	Iteration 6F: 3 clusters Score -6665586 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6666833.000000 Penalty: 3526.973633
	Iteration 7F: 3 clusters Score -6666833 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -6667926.500000 Penalty: 3526.973633
	Iteration 8Q: 3 clusters Score -6667926 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -6668706.500000 Penalty: 3526.973633
	Iteration 9Q: 3 clusters Score -6668706 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6669376.000000 Penalty: 3526.973633
	Iteration 10Q: 3 clusters Score -6669376 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -6669997.500000 Penalty: 3526.973633
	Iteration 11Q: 3 clusters Score -6669998 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -6670680.000000 Penalty: 3526.973633
	Iteration 12Q: 3 clusters Score -6670680 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -6671162.500000 Penalty: 3526.973633
	Iteration 13Q: 3 clusters Score -6671162 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -6671472.000000 Penalty: 3526.973633
	Iteration 14Q: 3 clusters Score -6671472 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6671622.500000 Penalty: 3526.973633
	Iteration 15Q: 3 clusters Score -6671622 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6671759.000000 Penalty: 3526.973633
	Iteration 16Q: 3 clusters Score -6671759 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -6671851.500000 Penalty: 3526.973633
	Iteration 17Q: 3 clusters Score -6671852 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6671928 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6672016 nChanged 440
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Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6672122 nChanged 474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6672214 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6672274 nChanged 462
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Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6672394 nChanged 453
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Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6672482 nChanged 462
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Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6672562 nChanged 457
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Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6672716 nChanged 509
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Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6672846 nChanged 520
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Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6672976 nChanged 556
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Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6673165 nChanged 597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6673335 nChanged 620
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Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6673613 nChanged 668
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Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6673894 nChanged 678
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6674222 nChanged 711
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Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6674610 nChanged 708
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Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6674953 nChanged 658
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Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6675286 nChanged 598
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Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6675539 nChanged 513
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Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6675714 nChanged 433
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Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6675962 nChanged 433
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Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6676151 nChanged 435
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Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6676306 nChanged 381
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Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6676391 nChanged 308
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Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 40127 members 
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Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 40567 members 
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Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 40784 members 
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Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 40993 members 
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	Iteration 49Q: 3 clusters Score -6676664 nChanged 183
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 41326 members 
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Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 41599 members 
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Mstep: Class 1 contains 9931 members 
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	Iteration 54Q: 3 clusters Score -6676720 nChanged 93
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6676739 nChanged 89
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Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 41900 members 
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	Iteration 56Q: 3 clusters Score -6676742 nChanged 97
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Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 42081 members 
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	Iteration 58Q: 3 clusters Score -6676742 nChanged 67
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Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 42148 members 
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	Iteration 59Q: 3 clusters Score -6676764 nChanged 68
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Mstep: Class 1 contains 9433 members 
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	Iteration 60F: 3 clusters Score -6676767 nChanged 82
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Mstep: Class 1 contains 9351 members 
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Mstep: Class 1 contains 9263 members 
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	Iteration 62Q: 3 clusters Score -6676786 nChanged 95
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Mstep: Class 1 contains 9168 members 
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Mstep: Class 1 contains 9076 members 
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	Iteration 64Q: 3 clusters Score -6676806 nChanged 74
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	Iteration 65Q: 3 clusters Score -6676812 nChanged 73
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Mstep: Class 1 contains 8929 members 
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	Iteration 66Q: 3 clusters Score -6676822 nChanged 62
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	Iteration 67Q: 3 clusters Score -6676813 nChanged 57
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	Iteration 68Q: 3 clusters Score -6676817 nChanged 52
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	Iteration 69Q: 3 clusters Score -6676828 nChanged 60
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	Iteration 70Q: 3 clusters Score -6676836 nChanged 52
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	Iteration 71Q: 3 clusters Score -6676836 nChanged 55
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	Iteration 72Q: 3 clusters Score -6676850 nChanged 69
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Mstep: Class 1 contains 8526 members 
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	Iteration 73Q: 3 clusters Score -6676840 nChanged 68
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Mstep: Class 1 contains 8460 members 
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	Iteration 74Q: 3 clusters Score -6676846 nChanged 64
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Mstep: Class 1 contains 8398 members 
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Mstep: Class 1 contains 8344 members 
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	Iteration 76Q: 3 clusters Score -6676856 nChanged 61
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Mstep: Class 1 contains 8236 members 
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	Iteration 80F: 3 clusters Score -6676870 nChanged 39
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	Iteration 81Q: 3 clusters Score -6676874 nChanged 25
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	Iteration 83Q: 3 clusters Score -6676876 nChanged 23
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	Iteration 84Q: 3 clusters Score -6676866 nChanged 17
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	Iteration 86Q: 3 clusters Score -6676870 nChanged 22
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	Iteration 90Q: 3 clusters Score -6676864 nChanged 22
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Mstep: Class 1 contains 7868 members 
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	Iteration 110Q: 3 clusters Score -6676881 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6676900 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6676911 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6676915 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6676908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6676916 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6676908 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6676907 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6676916 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6676937 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6676944 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -6676948 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6676949 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6676970 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6676963 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6676968 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6676976 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6676990 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6676987 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6676978 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6676994 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6676997 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6677002 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6676998 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6676995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6677006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -6677024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6677042 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6677042 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6677060 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6677075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6677075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6677096 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6677108 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -6677128 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6677152 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6677160 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -6677177 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6677190 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6677211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6677244 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -6677270 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -6677280 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -6677291.500000 Penalty: 3526.973633
	Iteration 153Q: 3 clusters Score -6677292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -6677293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6677304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6677336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6677354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6677380 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6677407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6677464 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6677496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6677522 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6677564 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6677596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6677616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6677634 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6677668 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6677704.000000 Penalty: 3526.973633
	Iteration 168Q: 3 clusters Score -6677704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6677755.500000 Penalty: 3526.973633
	Iteration 169Q: 3 clusters Score -6677756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -6677794.000000 Penalty: 3526.973633
	Iteration 170Q: 3 clusters Score -6677794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -6677861.500000 Penalty: 3526.973633
	Iteration 171Q: 3 clusters Score -6677862 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -6677894.500000 Penalty: 3526.973633
	Iteration 172Q: 3 clusters Score -6677894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -6677923.500000 Penalty: 3526.973633
	Iteration 173Q: 3 clusters Score -6677924 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -6677971.500000 Penalty: 3526.973633
	Iteration 174Q: 3 clusters Score -6677972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6677984 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6678028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6678058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -6678086.500000 Penalty: 3526.973633
	Iteration 178Q: 3 clusters Score -6678086 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6678104.000000 Penalty: 3526.973633
	Iteration 179Q: 3 clusters Score -6678104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -6678121.000000 Penalty: 3526.973633
	Iteration 180F: 3 clusters Score -6678121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6678131.500000 Penalty: 3526.973633
	Iteration 181Q: 3 clusters Score -6678132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -6678157.000000 Penalty: 3526.973633
	Iteration 182Q: 3 clusters Score -6678157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -6678164.000000 Penalty: 3526.973633
	Iteration 183Q: 3 clusters Score -6678164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -6678167.000000 Penalty: 3526.973633
	Iteration 184Q: 3 clusters Score -6678167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -6678178.000000 Penalty: 3526.973633
	Iteration 185Q: 3 clusters Score -6678178 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6678184.000000 Penalty: 3526.973633
	Iteration 186Q: 3 clusters Score -6678184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -6678195.500000 Penalty: 3526.973633
	Iteration 187Q: 3 clusters Score -6678196 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6678196 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6678199.000000 Penalty: 3526.973633
	Iteration 189Q: 3 clusters Score -6678199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 50570 members 
Entering Unmasked Estep 
Score: -6678202.000000 Penalty: 3526.973633
	Iteration 190Q: 3 clusters Score -6678202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -6678197.000000 Penalty: 3526.973633
	Iteration 191Q: 3 clusters Score -6678197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -6678201.500000 Penalty: 3526.973633
	Iteration 192Q: 3 clusters Score -6678202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6678211.500000 Penalty: 3526.973633
	Iteration 193Q: 3 clusters Score -6678212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -6678215.000000 Penalty: 3526.973633
	Iteration 194Q: 3 clusters Score -6678215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -6678222.000000 Penalty: 3526.973633
	Iteration 195Q: 3 clusters Score -6678222 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6678220.500000 Penalty: 3526.973633
	Iteration 196Q: 3 clusters Score -6678220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6678216.000000 Penalty: 3526.973633
	Iteration 197Q: 3 clusters Score -6678216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -6678219.000000 Penalty: 3526.973633
	Iteration 198Q: 3 clusters Score -6678219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6678220.500000 Penalty: 3526.973633
	Iteration 199Q: 3 clusters Score -6678220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6678222.500000 Penalty: 3526.973633
	Iteration 200F: 3 clusters Score -6678222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -6678221.000000 Penalty: 3526.973633
	Iteration 201Q: 3 clusters Score -6678221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -6678221.000000 Penalty: 3526.973633
	Iteration 202F: 3 clusters Score -6678221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -24988.835938 Penalty: 903.610779
	Iteration 0F: 2 clusters Score -24988.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24224.998047 Penalty: 1807.221558
	Iteration 0F: 3 clusters Score -24225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24380.906250 Penalty: 1807.221558
	Iteration 1F: 3 clusters Score -24380.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24456.941406 Penalty: 1807.221558
	Iteration 2F: 3 clusters Score -24456.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24542.771484 Penalty: 1807.221558
	Iteration 3F: 3 clusters Score -24542.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24603.720703 Penalty: 1807.221558
	Iteration 4Q: 3 clusters Score -24603.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24614.947266 Penalty: 1807.221558
	Iteration 5Q: 3 clusters Score -24614.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24618.230469 Penalty: 1807.221558
	Iteration 6Q: 3 clusters Score -24618.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24618.964844 Penalty: 1807.221558
	Iteration 7Q: 3 clusters Score -24618.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24618.964844 Penalty: 1807.221558
	Iteration 8F: 3 clusters Score -24618.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 113794 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17996 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 34540 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12194 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 83053 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60365 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51649 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778480.000000 Penalty: 57374.648438
Iteration 119Q: 28 clusters Score -5.977848e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 113840 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17994 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 7332 members 
Mstep: Class 8 contains 34542 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12196 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17799 members 
Mstep: Class 15 contains 83063 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 249 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60351 members 
Mstep: Class 24 contains 6884 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 51574 members 
Mstep: Class 27 contains 260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778876.000000 Penalty: 57374.648438
Iteration 120F: 28 clusters Score -5.977888e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 113881 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 7333 members 
Mstep: Class 8 contains 34540 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12197 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17803 members 
Mstep: Class 15 contains 83071 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 261 members 
Mstep: Class 20 contains 2550 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60345 members 
Mstep: Class 24 contains 6884 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51509 members 
Mstep: Class 27 contains 263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779264.000000 Penalty: 57374.648438
Iteration 121Q: 28 clusters Score -5.977926e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 113911 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 7 contains 7334 members 
Mstep: Class 8 contains 34539 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17809 members 
Mstep: Class 15 contains 83076 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 260 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60338 members 
Mstep: Class 24 contains 6883 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51443 members 
Mstep: Class 27 contains 265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779252.000000 Penalty: 57374.648438
Iteration 122Q: 28 clusters Score -5.977925e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 113940 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12198 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17810 members 
Mstep: Class 15 contains 83083 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60332 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51391 members 
Mstep: Class 27 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779220.000000 Penalty: 57374.648438
Iteration 123Q: 28 clusters Score -5.977922e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 113969 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 17989 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 34537 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10413 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17814 members 
Mstep: Class 15 contains 83090 members 
Mstep: Class 16 contains 22356 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60327 members 
Mstep: Class 24 contains 6881 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51333 members 
Mstep: Class 27 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779284.000000 Penalty: 57374.648438
Iteration 124Q: 28 clusters Score -5.977928e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 113992 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 17989 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 7335 members 
Mstep: Class 8 contains 34534 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12201 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17817 members 
Mstep: Class 15 contains 83093 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60322 members 
Mstep: Class 24 contains 6880 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51289 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779332.000000 Penalty: 57374.648438
Iteration 125Q: 28 clusters Score -5.977933e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 114016 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 7336 members 
Mstep: Class 8 contains 34536 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10410 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12203 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 83097 members 
Mstep: Class 16 contains 22359 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60323 members 
Mstep: Class 24 contains 6878 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51243 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779404.000000 Penalty: 57374.648438
Iteration 126Q: 28 clusters Score -5.97794e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 114042 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12204 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17820 members 
Mstep: Class 15 contains 83097 members 
Mstep: Class 16 contains 22364 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60318 members 
Mstep: Class 24 contains 6877 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51195 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779408.000000 Penalty: 57374.648438
Iteration 127Q: 28 clusters Score -5.977941e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 114068 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17818 members 
Mstep: Class 15 contains 83100 members 
Mstep: Class 16 contains 22362 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60316 members 
Mstep: Class 24 contains 6876 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51153 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779388.000000 Penalty: 57374.648438
Iteration 128Q: 28 clusters Score -5.977939e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 114095 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7337 members 
Mstep: Class 8 contains 34550 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17816 members 
Mstep: Class 15 contains 83102 members 
Mstep: Class 16 contains 22360 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60321 members 
Mstep: Class 24 contains 6873 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51106 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779460.000000 Penalty: 57374.648438
Iteration 129Q: 28 clusters Score -5.977946e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 114120 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34555 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 83108 members 
Mstep: Class 16 contains 22359 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60327 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51052 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779420.000000 Penalty: 57374.648438
Iteration 130Q: 28 clusters Score -5.977942e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 114148 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34555 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17824 members 
Mstep: Class 15 contains 83108 members 
Mstep: Class 16 contains 22354 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60324 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 51007 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779432.000000 Penalty: 57374.648438
Iteration 131Q: 28 clusters Score -5.977943e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 114159 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34555 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12205 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17826 members 
Mstep: Class 15 contains 83111 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60326 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50974 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779352.000000 Penalty: 57374.648438
Iteration 132Q: 28 clusters Score -5.977935e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 114171 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34553 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12206 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17831 members 
Mstep: Class 15 contains 83116 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60325 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50935 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779308.000000 Penalty: 57374.648438
Iteration 133Q: 28 clusters Score -5.977931e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 114187 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34555 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10409 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12206 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17832 members 
Mstep: Class 15 contains 83116 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60320 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50897 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779320.000000 Penalty: 57374.648438
Iteration 134Q: 28 clusters Score -5.977932e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 114211 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34558 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10408 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17831 members 
Mstep: Class 15 contains 83118 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60314 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50856 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779328.000000 Penalty: 57374.648438
Iteration 135Q: 28 clusters Score -5.977933e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 114220 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34559 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12208 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 15 contains 83120 members 
Mstep: Class 16 contains 22354 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60313 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50816 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779308.000000 Penalty: 57374.648438
Iteration 136Q: 28 clusters Score -5.977931e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 114239 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34559 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10404 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12211 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17834 members 
Mstep: Class 15 contains 83122 members 
Mstep: Class 16 contains 22354 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50774 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779316.000000 Penalty: 57374.648438
Iteration 137Q: 28 clusters Score -5.977932e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 114251 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34559 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10402 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12212 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17834 members 
Mstep: Class 15 contains 83119 members 
Mstep: Class 16 contains 22354 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2386 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50743 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779304.000000 Penalty: 57374.648438
Iteration 138Q: 28 clusters Score -5.97793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 114264 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10400 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12211 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 15 contains 83122 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60302 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50718 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779304.000000 Penalty: 57374.648438
Iteration 139Q: 28 clusters Score -5.97793e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 114270 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12211 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17837 members 
Mstep: Class 15 contains 83120 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 255 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60302 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50693 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779320.000000 Penalty: 57374.648438
Iteration 140F: 28 clusters Score -5.977932e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 114273 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17841 members 
Mstep: Class 15 contains 83116 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 258 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60301 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50674 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779376.000000 Penalty: 57374.648438
Iteration 141Q: 28 clusters Score -5.977938e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 114286 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17842 members 
Mstep: Class 15 contains 83116 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60296 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50652 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 142Q: 28 clusters Score -5.977943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 114292 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 83119 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60294 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50629 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779372.000000 Penalty: 57374.648438
Iteration 143Q: 28 clusters Score -5.977937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 114299 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 83123 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60295 members 
Mstep: Class 24 contains 6872 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50598 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779384.000000 Penalty: 57374.648438
Iteration 144Q: 28 clusters Score -5.977938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 114310 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17848 members 
Mstep: Class 15 contains 83127 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60295 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779420.000000 Penalty: 57374.648438
Iteration 145Q: 28 clusters Score -5.977942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 114316 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 17848 members 
Mstep: Class 15 contains 83128 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60295 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50566 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779392.000000 Penalty: 57374.648438
Iteration 146Q: 28 clusters Score -5.977939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 114327 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 83130 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60296 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50546 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779392.000000 Penalty: 57374.648438
Iteration 147Q: 28 clusters Score -5.977939e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 114334 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10395 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 17847 members 
Mstep: Class 15 contains 83131 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60297 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50525 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779380.000000 Penalty: 57374.648438
Iteration 148Q: 28 clusters Score -5.977938e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 114339 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17849 members 
Mstep: Class 15 contains 83133 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60297 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50507 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779376.000000 Penalty: 57374.648438
Iteration 149Q: 28 clusters Score -5.977938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 114343 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17854 members 
Mstep: Class 15 contains 83136 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60298 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50480 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779340.000000 Penalty: 57374.648438
Iteration 150Q: 28 clusters Score -5.977934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 114355 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 15 contains 83136 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60297 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50456 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779328.000000 Penalty: 57374.648438
Iteration 151Q: 28 clusters Score -5.977933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 114370 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34561 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17860 members 
Mstep: Class 15 contains 83139 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60293 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50434 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779376.000000 Penalty: 57374.648438
Iteration 152Q: 28 clusters Score -5.977938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 114378 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17984 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17863 members 
Mstep: Class 15 contains 83139 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60291 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50412 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779396.000000 Penalty: 57374.648438
Iteration 153Q: 28 clusters Score -5.97794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 114384 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17864 members 
Mstep: Class 15 contains 83142 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60288 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50395 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779356.000000 Penalty: 57374.648438
Iteration 154Q: 28 clusters Score -5.977936e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 114387 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17866 members 
Mstep: Class 15 contains 83144 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60288 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50377 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779416.000000 Penalty: 57374.648438
Iteration 155Q: 28 clusters Score -5.977942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 114394 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17869 members 
Mstep: Class 15 contains 83149 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7124 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60286 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50358 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779432.000000 Penalty: 57374.648438
Iteration 156Q: 28 clusters Score -5.977943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 114405 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34565 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 15 contains 83151 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60288 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50330 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779464.000000 Penalty: 57374.648438
Iteration 157Q: 28 clusters Score -5.977946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 114420 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34564 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 15 contains 83158 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60287 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50301 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779440.000000 Penalty: 57374.648438
Iteration 158Q: 28 clusters Score -5.977944e+07 nChanged 42
Entering ConstructFrom: 
Score: -59779440.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (12284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Entering Unmasked Estep 
Score: -1600519.000000 Penalty: 1530.108643
	Iteration 0F: 2 clusters Score -1600519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1591869.875000 Penalty: 3060.217285
	Iteration 0F: 3 clusters Score -1591870 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1594786.000000 Penalty: 3060.217285
	Iteration 1F: 3 clusters Score -1594786 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1595084.250000 Penalty: 3060.217285
	Iteration 2F: 3 clusters Score -1595084 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1595363.375000 Penalty: 3060.217285
	Iteration 3F: 3 clusters Score -1595363 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1595681.250000 Penalty: 3060.217285
	Iteration 4F: 3 clusters Score -1595681 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1596085.000000 Penalty: 3060.217285
	Iteration 5F: 3 clusters Score -1596085 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1596587.875000 Penalty: 3060.217285
	Iteration 6F: 3 clusters Score -1596588 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1597142.125000 Penalty: 3060.217285
	Iteration 7F: 3 clusters Score -1597142 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1597709.375000 Penalty: 3060.217285
	Iteration 8F: 3 clusters Score -1597709 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1598200.250000 Penalty: 3060.217285
	Iteration 9Q: 3 clusters Score -1598200 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1598534.125000 Penalty: 3060.217285
	Iteration 10Q: 3 clusters Score -1598534 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1598735.000000 Penalty: 3060.217285
	Iteration 11Q: 3 clusters Score -1598735 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1598834.750000 Penalty: 3060.217285
	Iteration 12Q: 3 clusters Score -1598835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1598911.125000 Penalty: 3060.217285
	Iteration 13Q: 3 clusters Score -1598911 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1598952.250000 Penalty: 3060.217285
	Iteration 14Q: 3 clusters Score -1598952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1598976.375000 Penalty: 3060.217285
	Iteration 15Q: 3 clusters Score -1598976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1599001.500000 Penalty: 3060.217285
	Iteration 16Q: 3 clusters Score -1599002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1599029.875000 Penalty: 3060.217285
	Iteration 17Q: 3 clusters Score -1599030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1599046.875000 Penalty: 3060.217285
	Iteration 18Q: 3 clusters Score -1599047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1599069.875000 Penalty: 3060.217285
	Iteration 19Q: 3 clusters Score -1599070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1599097.500000 Penalty: 3060.217285
	Iteration 20F: 3 clusters Score -1599098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1599110.375000 Penalty: 3060.217285
	Iteration 21Q: 3 clusters Score -1599110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1599119.750000 Penalty: 3060.217285
	Iteration 22Q: 3 clusters Score -1599120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1599129.125000 Penalty: 3060.217285
	Iteration 23Q: 3 clusters Score -1599129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1599133.875000 Penalty: 3060.217285
	Iteration 24Q: 3 clusters Score -1599134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1599139.000000 Penalty: 3060.217285
	Iteration 25Q: 3 clusters Score -1599139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1599145.125000 Penalty: 3060.217285
	Iteration 26Q: 3 clusters Score -1599145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1599151.875000 Penalty: 3060.217285
	Iteration 27Q: 3 clusters Score -1599152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1599156.875000 Penalty: 3060.217285
	Iteration 28Q: 3 clusters Score -1599157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1599160.000000 Penalty: 3060.217285
	Iteration 29Q: 3 clusters Score -1599160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1599165.875000 Penalty: 3060.217285
	Iteration 30Q: 3 clusters Score -1599166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1599166.500000 Penalty: 3060.217285
	Iteration 31Q: 3 clusters Score -1599166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1599171.875000 Penalty: 3060.217285
	Iteration 32Q: 3 clusters Score -1599172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1599173.125000 Penalty: 3060.217285
	Iteration 33Q: 3 clusters Score -1599173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1599175.375000 Penalty: 3060.217285
	Iteration 34Q: 3 clusters Score -1599175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1599181.875000 Penalty: 3060.217285
	Iteration 35Q: 3 clusters Score -1599182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1599191.000000 Penalty: 3060.217285
	Iteration 36Q: 3 clusters Score -1599191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1599200.750000 Penalty: 3060.217285
	Iteration 37Q: 3 clusters Score -1599201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1599214.875000 Penalty: 3060.217285
	Iteration 38Q: 3 clusters Score -1599215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1599224.750000 Penalty: 3060.217285
	Iteration 39Q: 3 clusters Score -1599225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1599234.375000 Penalty: 3060.217285
	Iteration 40F: 3 clusters Score -1599234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1599244.500000 Penalty: 3060.217285
	Iteration 41Q: 3 clusters Score -1599244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1599252.250000 Penalty: 3060.217285
	Iteration 42Q: 3 clusters Score -1599252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1599256.750000 Penalty: 3060.217285
	Iteration 43Q: 3 clusters Score -1599257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1599260.750000 Penalty: 3060.217285
	Iteration 44Q: 3 clusters Score -1599261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1599265.375000 Penalty: 3060.217285
	Iteration 45Q: 3 clusters Score -1599265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1599269.500000 Penalty: 3060.217285
	Iteration 46Q: 3 clusters Score -1599270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1599267.500000 Penalty: 3060.217285
	Iteration 47Q: 3 clusters Score -1599268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1599271.875000 Penalty: 3060.217285
	Iteration 48Q: 3 clusters Score -1599272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1599273.250000 Penalty: 3060.217285
	Iteration 49Q: 3 clusters Score -1599273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1599276.000000 Penalty: 3060.217285
	Iteration 50Q: 3 clusters Score -1599276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1599276.000000 Penalty: 3060.217285
	Iteration 51F: 3 clusters Score -1599276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (114434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Entering Unmasked Estep 
Score: -14800853.000000 Penalty: 1892.760010
	Iteration 0F: 2 clusters Score -1.480085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -14729649.000000 Penalty: 3785.520020
	Iteration 0F: 3 clusters Score -1.472965e+07 nChanged 54704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -14761518.000000 Penalty: 3785.520020
	Iteration 1F: 3 clusters Score -1.476152e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -14762401.000000 Penalty: 3785.520020
	Iteration 2Q: 3 clusters Score -1.47624e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -14763606.000000 Penalty: 3785.520020
	Iteration 3Q: 3 clusters Score -1.476361e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -14765768.000000 Penalty: 3785.520020
	Iteration 4Q: 3 clusters Score -1.476577e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 73188 members 
Entering Unmasked Estep 
Score: -14769059.000000 Penalty: 3785.520020
	Iteration 5F: 3 clusters Score -1.476906e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -14774331.000000 Penalty: 3785.520020
	Iteration 6F: 3 clusters Score -1.477433e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -14780956.000000 Penalty: 3785.520020
	Iteration 7F: 3 clusters Score -1.478096e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -14787600.000000 Penalty: 3785.520020
	Iteration 8F: 3 clusters Score -1.47876e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -14792375.000000 Penalty: 3785.520020
	Iteration 9F: 3 clusters Score -1.479238e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 107386 members 
Entering Unmasked Estep 
Score: -14795869.000000 Penalty: 3785.520020
	Iteration 10Q: 3 clusters Score -1.479587e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -14797618.000000 Penalty: 3785.520020
	Iteration 11Q: 3 clusters Score -1.479762e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 110262 members 
Entering Unmasked Estep 
Score: -14798581.000000 Penalty: 3785.520020
	Iteration 12Q: 3 clusters Score -1.479858e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 110836 members 
Entering Unmasked Estep 
Score: -14798976.000000 Penalty: 3785.520020
	Iteration 13Q: 3 clusters Score -1.479898e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 111182 members 
Entering Unmasked Estep 
Score: -14799087.000000 Penalty: 3785.520020
	Iteration 14Q: 3 clusters Score -1.479909e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -14799178.000000 Penalty: 3785.520020
	Iteration 15Q: 3 clusters Score -1.479918e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 111679 members 
Entering Unmasked Estep 
Score: -14799255.000000 Penalty: 3785.520020
	Iteration 16Q: 3 clusters Score -1.479926e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 111867 members 
Entering Unmasked Estep 
Score: -14799247.000000 Penalty: 3785.520020
	Iteration 17Q: 3 clusters Score -1.479925e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -14799307.000000 Penalty: 3785.520020
	Iteration 18Q: 3 clusters Score -1.479931e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -14799336.000000 Penalty: 3785.520020
	Iteration 19Q: 3 clusters Score -1.479934e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -14799359.000000 Penalty: 3785.520020
	Iteration 20F: 3 clusters Score -1.479936e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 112351 members 
Entering Unmasked Estep 
Score: -14799350.000000 Penalty: 3785.520020
	Iteration 21Q: 3 clusters Score -1.479935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -14799363.000000 Penalty: 3785.520020
	Iteration 22Q: 3 clusters Score -1.479936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 112506 members 
Entering Unmasked Estep 
Score: -14799397.000000 Penalty: 3785.520020
	Iteration 23Q: 3 clusters Score -1.47994e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 112565 members 
Entering Unmasked Estep 
Score: -14799400.000000 Penalty: 3785.520020
	Iteration 24Q: 3 clusters Score -1.47994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 112612 members 
Entering Unmasked Estep 
Score: -14799403.000000 Penalty: 3785.520020
	Iteration 25Q: 3 clusters Score -1.47994e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 112646 members 
Entering Unmasked Estep 
Score: -14799400.000000 Penalty: 3785.520020
	Iteration 26Q: 3 clusters Score -1.47994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 112675 members 
Entering Unmasked Estep 
Score: -14799408.000000 Penalty: 3785.520020
	Iteration 27Q: 3 clusters Score -1.479941e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 112702 members 
Entering Unmasked Estep 
Score: -14799413.000000 Penalty: 3785.520020
	Iteration 28Q: 3 clusters Score -1.479941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -14799421.000000 Penalty: 3785.520020
	Iteration 29Q: 3 clusters Score -1.479942e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 112745 members 
Entering Unmasked Estep 
Score: -14799435.000000 Penalty: 3785.520020
	Iteration 30Q: 3 clusters Score -1.479944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 112763 members 
Entering Unmasked Estep 
Score: -14799439.000000 Penalty: 3785.520020
	Iteration 31Q: 3 clusters Score -1.479944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -14799439.000000 Penalty: 3785.520020
	Iteration 32Q: 3 clusters Score -1.479944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 112796 members 
Entering Unmasked Estep 
Score: -14799428.000000 Penalty: 3785.520020
	Iteration 33Q: 3 clusters Score -1.479943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 112820 members 
Entering Unmasked Estep 
Score: -14799443.000000 Penalty: 3785.520020
	Iteration 34Q: 3 clusters Score -1.479944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 112843 members 
Entering Unmasked Estep 
Score: -14799438.000000 Penalty: 3785.520020
	Iteration 35Q: 3 clusters Score -1.479944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 112866 members 
Entering Unmasked Estep 
Score: -14799470.000000 Penalty: 3785.520020
	Iteration 36Q: 3 clusters Score -1.479947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 112890 members 
Entering Unmasked Estep 
Score: -14799468.000000 Penalty: 3785.520020
	Iteration 37Q: 3 clusters Score -1.479947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 112918 members 
Entering Unmasked Estep 
Score: -14799458.000000 Penalty: 3785.520020
	Iteration 38Q: 3 clusters Score -1.479946e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -14799446.000000 Penalty: 3785.520020
	Iteration 39Q: 3 clusters Score -1.479945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 112956 members 
Entering Unmasked Estep 
Score: -14799446.000000 Penalty: 3785.520020
	Iteration 40F: 3 clusters Score -1.479945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 112965 members 
Entering Unmasked Estep 
Score: -14799457.000000 Penalty: 3785.520020
	Iteration 41Q: 3 clusters Score -1.479946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -14799467.000000 Penalty: 3785.520020
	Iteration 42Q: 3 clusters Score -1.479947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -14799475.000000 Penalty: 3785.520020
	Iteration 43Q: 3 clusters Score -1.479948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -14799466.000000 Penalty: 3785.520020
	Iteration 44Q: 3 clusters Score -1.479947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 112999 members 
Entering Unmasked Estep 
Score: -14799464.000000 Penalty: 3785.520020
	Iteration 45Q: 3 clusters Score -1.479946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 113004 members 
Entering Unmasked Estep 
Score: -14799462.000000 Penalty: 3785.520020
	Iteration 46Q: 3 clusters Score -1.479946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 113014 members 
Entering Unmasked Estep 
Score: -14799469.000000 Penalty: 3785.520020
	Iteration 47Q: 3 clusters Score -1.479947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -14799462.000000 Penalty: 3785.520020
	Iteration 48Q: 3 clusters Score -1.479946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 113032 members 
Entering Unmasked Estep 
Score: -14799468.000000 Penalty: 3785.520020
	Iteration 49Q: 3 clusters Score -1.479947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -14799476.000000 Penalty: 3785.520020
	Iteration 50Q: 3 clusters Score -1.479948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 113043 members 
Entering Unmasked Estep 
Score: -14799481.000000 Penalty: 3785.520020
	Iteration 51Q: 3 clusters Score -1.479948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -14799474.000000 Penalty: 3785.520020
	Iteration 52Q: 3 clusters Score -1.479947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -14799484.000000 Penalty: 3785.520020
	Iteration 53Q: 3 clusters Score -1.479948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -14799499.000000 Penalty: 3785.520020
	Iteration 54Q: 3 clusters Score -1.47995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 113078 members 
Entering Unmasked Estep 
Score: -14799493.000000 Penalty: 3785.520020
	Iteration 55Q: 3 clusters Score -1.479949e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -14799504.000000 Penalty: 3785.520020
	Iteration 56Q: 3 clusters Score -1.47995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -14799493.000000 Penalty: 3785.520020
	Iteration 57Q: 3 clusters Score -1.479949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 113102 members 
Entering Unmasked Estep 
Score: -14799498.000000 Penalty: 3785.520020
	Iteration 58Q: 3 clusters Score -1.47995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 113106 members 
Entering Unmasked Estep 
Score: -14799499.000000 Penalty: 3785.520020
	Iteration 59Q: 3 clusters Score -1.47995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -14799507.000000 Penalty: 3785.520020
	Iteration 60F: 3 clusters Score -1.479951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 113115 members 
Entering Unmasked Estep 
Score: -14799508.000000 Penalty: 3785.520020
	Iteration 61Q: 3 clusters Score -1.479951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 113121 members 
Entering Unmasked Estep 
Score: -14799506.000000 Penalty: 3785.520020
	Iteration 62Q: 3 clusters Score -1.479951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 113131 members 
Entering Unmasked Estep 
Score: -14799514.000000 Penalty: 3785.520020
	Iteration 63Q: 3 clusters Score -1.479951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 113136 members 
Entering Unmasked Estep 
Score: -14799509.000000 Penalty: 3785.520020
	Iteration 64Q: 3 clusters Score -1.479951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -14799502.000000 Penalty: 3785.520020
	Iteration 65Q: 3 clusters Score -1.47995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 113148 members 
Entering Unmasked Estep 
Score: -14799501.000000 Penalty: 3785.520020
	Iteration 66Q: 3 clusters Score -1.47995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -14799511.000000 Penalty: 3785.520020
	Iteration 67Q: 3 clusters Score -1.479951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 113157 members 
Entering Unmasked Estep 
Score: -14799510.000000 Penalty: 3785.520020
	Iteration 68Q: 3 clusters Score -1.479951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -14799502.000000 Penalty: 3785.520020
	Iteration 69Q: 3 clusters Score -1.47995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -14799505.000000 Penalty: 3785.520020
	Iteration 70Q: 3 clusters Score -1.47995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 113160 members 
Entering Unmasked Estep 
Score: -14799503.000000 Penalty: 3785.520020
	Iteration 71Q: 3 clusters Score -1.47995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -14799506.000000 Penalty: 3785.520020
	Iteration 72Q: 3 clusters Score -1.479951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 113159 members 
Entering Unmasked Estep 
Score: -14799506.000000 Penalty: 3785.520020
	Iteration 73F: 3 clusters Score -1.479951e+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: -45460.179688 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -45460.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44523.785156 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -44523.79 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44686.519531 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -44686.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44742.921875 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -44742.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44771.972656 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -44771.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44788.808594 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -44788.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44808.019531 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -44808.02 nChanged 12
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: -44830.816406 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -44830.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -44854.222656 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -44854.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -44871.867188 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -44871.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -44887.257812 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -44887.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44904.675781 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -44904.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -44930.855469 Penalty: 1969.214966
	Iteration 11Q: 3 clusters Score -44930.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -44951.316406 Penalty: 1969.214966
	Iteration 12Q: 3 clusters Score -44951.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -44958.531250 Penalty: 1969.214966
	Iteration 13Q: 3 clusters Score -44958.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -44959.460938 Penalty: 1969.214966
	Iteration 14Q: 3 clusters Score -44959.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -44960.671875 Penalty: 1969.214966
	Iteration 15Q: 3 clusters Score -44960.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -44962.980469 Penalty: 1969.214966
	Iteration 16Q: 3 clusters Score -44962.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -44963.675781 Penalty: 1969.214966
	Iteration 17Q: 3 clusters Score -44963.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -44963.675781 Penalty: 1969.214966
	Iteration 18F: 3 clusters Score -44963.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -271058.281250 Penalty: 1252.908325
	Iteration 0F: 2 clusters Score -271058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -268821.187500 Penalty: 2505.816650
	Iteration 0F: 3 clusters Score -268821.2 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -269365.562500 Penalty: 2505.816650
	Iteration 1F: 3 clusters Score -269365.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -269489.250000 Penalty: 2505.816650
	Iteration 2F: 3 clusters Score -269489.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -269543.906250 Penalty: 2505.816650
	Iteration 3Q: 3 clusters Score -269543.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -269589.187500 Penalty: 2505.816650
	Iteration 4Q: 3 clusters Score -269589.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -269622.187500 Penalty: 2505.816650
	Iteration 5Q: 3 clusters Score -269622.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -269639.343750 Penalty: 2505.816650
	Iteration 6Q: 3 clusters Score -269639.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -269651.000000 Penalty: 2505.816650
	Iteration 7Q: 3 clusters Score -269651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -269660.281250 Penalty: 2505.816650
	Iteration 8Q: 3 clusters Score -269660.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -269668.656250 Penalty: 2505.816650
	Iteration 9Q: 3 clusters Score -269668.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -269675.781250 Penalty: 2505.816650
	Iteration 10Q: 3 clusters Score -269675.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -269682.218750 Penalty: 2505.816650
	Iteration 11Q: 3 clusters Score -269682.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -269693.218750 Penalty: 2505.816650
	Iteration 12Q: 3 clusters Score -269693.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -269700.687500 Penalty: 2505.816650
	Iteration 13Q: 3 clusters Score -269700.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -269705.718750 Penalty: 2505.816650
	Iteration 14Q: 3 clusters Score -269705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -269709.812500 Penalty: 2505.816650
	Iteration 15Q: 3 clusters Score -269709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -269711.812500 Penalty: 2505.816650
	Iteration 16Q: 3 clusters Score -269711.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -269713.281250 Penalty: 2505.816650
	Iteration 17Q: 3 clusters Score -269713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -269714.375000 Penalty: 2505.816650
	Iteration 18Q: 3 clusters Score -269714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -269714.843750 Penalty: 2505.816650
	Iteration 19Q: 3 clusters Score -269714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -269714.843750 Penalty: 2505.816650
	Iteration 20F: 3 clusters Score -269714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Entering Unmasked Estep 
Score: -2247828.000000 Penalty: 1592.087280
	Iteration 0F: 2 clusters Score -2247828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2235556.750000 Penalty: 3184.174561
	Iteration 0F: 3 clusters Score -2235557 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2239987.250000 Penalty: 3184.174561
	Iteration 1F: 3 clusters Score -2239987 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2240531.250000 Penalty: 3184.174561
	Iteration 2F: 3 clusters Score -2240531 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2241123.250000 Penalty: 3184.174561
	Iteration 3F: 3 clusters Score -2241123 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2241705.750000 Penalty: 3184.174561
	Iteration 4F: 3 clusters Score -2241706 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2242308.500000 Penalty: 3184.174561
	Iteration 5F: 3 clusters Score -2242308 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2242902.500000 Penalty: 3184.174561
	Iteration 6F: 3 clusters Score -2242902 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2243388.500000 Penalty: 3184.174561
	Iteration 7F: 3 clusters Score -2243388 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2243761.500000 Penalty: 3184.174561
	Iteration 8Q: 3 clusters Score -2243762 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2244054.500000 Penalty: 3184.174561
	Iteration 9Q: 3 clusters Score -2244054 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2244285.000000 Penalty: 3184.174561
	Iteration 10Q: 3 clusters Score -2244285 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -2244478.000000 Penalty: 3184.174561
	Iteration 11Q: 3 clusters Score -2244478 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2244649.750000 Penalty: 3184.174561
	Iteration 12Q: 3 clusters Score -2244650 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -2244800.000000 Penalty: 3184.174561
	Iteration 13Q: 3 clusters Score -2244800 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2244937.750000 Penalty: 3184.174561
	Iteration 14Q: 3 clusters Score -2244938 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2245075.000000 Penalty: 3184.174561
	Iteration 15Q: 3 clusters Score -2245075 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2245196.250000 Penalty: 3184.174561
	Iteration 16Q: 3 clusters Score -2245196 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2245298.250000 Penalty: 3184.174561
	Iteration 17Q: 3 clusters Score -2245298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2245406.250000 Penalty: 3184.174561
	Iteration 18Q: 3 clusters Score -2245406 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2245513.500000 Penalty: 3184.174561
	Iteration 19Q: 3 clusters Score -2245514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -2245603.500000 Penalty: 3184.174561
	Iteration 20F: 3 clusters Score -2245604 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2245679.750000 Penalty: 3184.174561
	Iteration 21Q: 3 clusters Score -2245680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2245758.500000 Penalty: 3184.174561
	Iteration 22Q: 3 clusters Score -2245758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2245826.250000 Penalty: 3184.174561
	Iteration 23Q: 3 clusters Score -2245826 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2245887.500000 Penalty: 3184.174561
	Iteration 24Q: 3 clusters Score -2245888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2245943.750000 Penalty: 3184.174561
	Iteration 25Q: 3 clusters Score -2245944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2246002.750000 Penalty: 3184.174561
	Iteration 26Q: 3 clusters Score -2246003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2246063.750000 Penalty: 3184.174561
	Iteration 27Q: 3 clusters Score -2246064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2246144.000000 Penalty: 3184.174561
	Iteration 28Q: 3 clusters Score -2246144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2246211.750000 Penalty: 3184.174561
	Iteration 29Q: 3 clusters Score -2246212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2246268.000000 Penalty: 3184.174561
	Iteration 30Q: 3 clusters Score -2246268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2246314.250000 Penalty: 3184.174561
	Iteration 31Q: 3 clusters Score -2246314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2246350.750000 Penalty: 3184.174561
	Iteration 32Q: 3 clusters Score -2246351 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2246386.000000 Penalty: 3184.174561
	Iteration 33Q: 3 clusters Score -2246386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2246416.250000 Penalty: 3184.174561
	Iteration 34Q: 3 clusters Score -2246416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2246436.000000 Penalty: 3184.174561
	Iteration 35Q: 3 clusters Score -2246436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2246455.000000 Penalty: 3184.174561
	Iteration 36Q: 3 clusters Score -2246455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2246477.500000 Penalty: 3184.174561
	Iteration 37Q: 3 clusters Score -2246478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2246492.250000 Penalty: 3184.174561
	Iteration 38Q: 3 clusters Score -2246492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2246509.500000 Penalty: 3184.174561
	Iteration 39Q: 3 clusters Score -2246510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2246519.250000 Penalty: 3184.174561
	Iteration 40F: 3 clusters Score -2246519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2246531.500000 Penalty: 3184.174561
	Iteration 41Q: 3 clusters Score -2246532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2246541.750000 Penalty: 3184.174561
	Iteration 42Q: 3 clusters Score -2246542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2246544.000000 Penalty: 3184.174561
	Iteration 43Q: 3 clusters Score -2246544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2246551.000000 Penalty: 3184.174561
	Iteration 44Q: 3 clusters Score -2246551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2246551.000000 Penalty: 3184.174561
	Iteration 45Q: 3 clusters Score -2246551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2246556.250000 Penalty: 3184.174561
	Iteration 46Q: 3 clusters Score -2246556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2246563.750000 Penalty: 3184.174561
	Iteration 47Q: 3 clusters Score -2246564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2246569.250000 Penalty: 3184.174561
	Iteration 48Q: 3 clusters Score -2246569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2246571.750000 Penalty: 3184.174561
	Iteration 49Q: 3 clusters Score -2246572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2246573.750000 Penalty: 3184.174561
	Iteration 50Q: 3 clusters Score -2246574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2246574.250000 Penalty: 3184.174561
	Iteration 51Q: 3 clusters Score -2246574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2246573.000000 Penalty: 3184.174561
	Iteration 52Q: 3 clusters Score -2246573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2246575.500000 Penalty: 3184.174561
	Iteration 53Q: 3 clusters Score -2246576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2246577.500000 Penalty: 3184.174561
	Iteration 54Q: 3 clusters Score -2246578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2246579.000000 Penalty: 3184.174561
	Iteration 55Q: 3 clusters Score -2246579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2246584.750000 Penalty: 3184.174561
	Iteration 56Q: 3 clusters Score -2246585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2246590.000000 Penalty: 3184.174561
	Iteration 57Q: 3 clusters Score -2246590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2246588.750000 Penalty: 3184.174561
	Iteration 58Q: 3 clusters Score -2246589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2246591.250000 Penalty: 3184.174561
	Iteration 59Q: 3 clusters Score -2246591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2246596.000000 Penalty: 3184.174561
	Iteration 60F: 3 clusters Score -2246596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2246594.750000 Penalty: 3184.174561
	Iteration 61Q: 3 clusters Score -2246595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2246595.000000 Penalty: 3184.174561
	Iteration 62Q: 3 clusters Score -2246595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2246596.250000 Penalty: 3184.174561
	Iteration 63Q: 3 clusters Score -2246596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2246595.500000 Penalty: 3184.174561
	Iteration 64Q: 3 clusters Score -2246596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2246597.500000 Penalty: 3184.174561
	Iteration 65Q: 3 clusters Score -2246598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2246597.500000 Penalty: 3184.174561
	Iteration 66Q: 3 clusters Score -2246598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2246599.000000 Penalty: 3184.174561
	Iteration 67Q: 3 clusters Score -2246599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2246599.000000 Penalty: 3184.174561
	Iteration 68F: 3 clusters Score -2246599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -73750.476562 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -73750.48 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 352 members 
Entering Unmasked Estep 
Score: -72628.632812 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -72628.63 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72963.367188 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -72963.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -73122.492188 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -73122.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -73191.554688 Penalty: 2134.625244
	Iteration 3Q: 3 clusters Score -73191.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73213.640625 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -73213.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73220.617188 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -73220.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73230.648438 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -73230.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73242.015625 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -73242.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73260.820312 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -73260.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73272.468750 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -73272.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73278.031250 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -73278.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73282.281250 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -73282.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73284.796875 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -73284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73287.031250 Penalty: 2134.625244
	Iteration 13Q: 3 clusters Score -73287.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73287.312500 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -73287.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73287.773438 Penalty: 2134.625244
	Iteration 15F: 3 clusters Score -73287.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73296.726562 Penalty: 2134.625244
	Iteration 16Q: 3 clusters Score -73296.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73300.562500 Penalty: 2134.625244
	Iteration 17Q: 3 clusters Score -73300.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73308.179688 Penalty: 2134.625244
	Iteration 18Q: 3 clusters Score -73308.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73324.460938 Penalty: 2134.625244
	Iteration 19Q: 3 clusters Score -73324.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73337.937500 Penalty: 2134.625244
	Iteration 20F: 3 clusters Score -73337.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73348.593750 Penalty: 2134.625244
	Iteration 21Q: 3 clusters Score -73348.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73355.101562 Penalty: 2134.625244
	Iteration 22Q: 3 clusters Score -73355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73357.843750 Penalty: 2134.625244
	Iteration 23Q: 3 clusters Score -73357.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73364.093750 Penalty: 2134.625244
	Iteration 24Q: 3 clusters Score -73364.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73368.921875 Penalty: 2134.625244
	Iteration 25Q: 3 clusters Score -73368.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73370.671875 Penalty: 2134.625244
	Iteration 26Q: 3 clusters Score -73370.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -73373.343750 Penalty: 2134.625244
	Iteration 27Q: 3 clusters Score -73373.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73375.351562 Penalty: 2134.625244
	Iteration 28Q: 3 clusters Score -73375.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73378.734375 Penalty: 2134.625244
	Iteration 29Q: 3 clusters Score -73378.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73379.437500 Penalty: 2134.625244
	Iteration 30Q: 3 clusters Score -73379.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73380.023438 Penalty: 2134.625244
	Iteration 31Q: 3 clusters Score -73380.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73380.023438 Penalty: 2134.625244
	Iteration 32F: 3 clusters Score -73380.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Entering Unmasked Estep 
Score: -921644.375000 Penalty: 1446.383545
	Iteration 0F: 2 clusters Score -921644.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -916157.687500 Penalty: 2892.767090
	Iteration 0F: 3 clusters Score -916157.7 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -917901.062500 Penalty: 2892.767090
	Iteration 1F: 3 clusters Score -917901.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -918246.937500 Penalty: 2892.767090
	Iteration 2F: 3 clusters Score -918246.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -918577.812500 Penalty: 2892.767090
	Iteration 3F: 3 clusters Score -918577.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -918868.875000 Penalty: 2892.767090
	Iteration 4F: 3 clusters Score -918868.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -919120.500000 Penalty: 2892.767090
	Iteration 5F: 3 clusters Score -919120.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -919356.812500 Penalty: 2892.767090
	Iteration 6Q: 3 clusters Score -919356.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -919583.250000 Penalty: 2892.767090
	Iteration 7Q: 3 clusters Score -919583.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -919791.625000 Penalty: 2892.767090
	Iteration 8Q: 3 clusters Score -919791.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -919937.750000 Penalty: 2892.767090
	Iteration 9Q: 3 clusters Score -919937.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -920042.625000 Penalty: 2892.767090
	Iteration 10Q: 3 clusters Score -920042.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -920103.375000 Penalty: 2892.767090
	Iteration 11Q: 3 clusters Score -920103.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -920142.625000 Penalty: 2892.767090
	Iteration 12Q: 3 clusters Score -920142.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -920163.750000 Penalty: 2892.767090
	Iteration 13Q: 3 clusters Score -920163.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -920181.562500 Penalty: 2892.767090
	Iteration 14Q: 3 clusters Score -920181.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -920193.937500 Penalty: 2892.767090
	Iteration 15Q: 3 clusters Score -920193.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -920205.625000 Penalty: 2892.767090
	Iteration 16Q: 3 clusters Score -920205.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -920219.187500 Penalty: 2892.767090
	Iteration 17Q: 3 clusters Score -920219.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -920226.625000 Penalty: 2892.767090
	Iteration 18Q: 3 clusters Score -920226.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -920232.062500 Penalty: 2892.767090
	Iteration 19Q: 3 clusters Score -920232.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -920238.937500 Penalty: 2892.767090
	Iteration 20F: 3 clusters Score -920238.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -920246.312500 Penalty: 2892.767090
	Iteration 21Q: 3 clusters Score -920246.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -920251.750000 Penalty: 2892.767090
	Iteration 22Q: 3 clusters Score -920251.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -920261.312500 Penalty: 2892.767090
	Iteration 23Q: 3 clusters Score -920261.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -920265.312500 Penalty: 2892.767090
	Iteration 24Q: 3 clusters Score -920265.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -920271.312500 Penalty: 2892.767090
	Iteration 25Q: 3 clusters Score -920271.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -920273.812500 Penalty: 2892.767090
	Iteration 26Q: 3 clusters Score -920273.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -920279.500000 Penalty: 2892.767090
	Iteration 27Q: 3 clusters Score -920279.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -920284.125000 Penalty: 2892.767090
	Iteration 28Q: 3 clusters Score -920284.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -920284.625000 Penalty: 2892.767090
	Iteration 29Q: 3 clusters Score -920284.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -920288.187500 Penalty: 2892.767090
	Iteration 30Q: 3 clusters Score -920288.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -920289.000000 Penalty: 2892.767090
	Iteration 31Q: 3 clusters Score -920289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -920291.437500 Penalty: 2892.767090
	Iteration 32Q: 3 clusters Score -920291.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -920296.937500 Penalty: 2892.767090
	Iteration 33Q: 3 clusters Score -920296.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -920299.250000 Penalty: 2892.767090
	Iteration 34Q: 3 clusters Score -920299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -920299.625000 Penalty: 2892.767090
	Iteration 35Q: 3 clusters Score -920299.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -920302.375000 Penalty: 2892.767090
	Iteration 36Q: 3 clusters Score -920302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -920304.187500 Penalty: 2892.767090
	Iteration 37Q: 3 clusters Score -920304.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -920305.062500 Penalty: 2892.767090
	Iteration 38Q: 3 clusters Score -920305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -920306.187500 Penalty: 2892.767090
	Iteration 39Q: 3 clusters Score -920306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -920306.375000 Penalty: 2892.767090
	Iteration 40F: 3 clusters Score -920306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -920307.625000 Penalty: 2892.767090
	Iteration 41Q: 3 clusters Score -920307.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -920307.625000 Penalty: 2892.767090
	Iteration 42Q: 3 clusters Score -920307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -920306.750000 Penalty: 2892.767090
	Iteration 43Q: 3 clusters Score -920306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -920306.750000 Penalty: 2892.767090
	Iteration 44Q: 3 clusters Score -920306.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -920306.625000 Penalty: 2892.767090
	Iteration 45Q: 3 clusters Score -920306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -920306.625000 Penalty: 2892.767090
	Iteration 46F: 3 clusters Score -920306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Entering Unmasked Estep 
Score: -4370511.000000 Penalty: 1698.207886
	Iteration 0F: 2 clusters Score -4370511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -4347273.500000 Penalty: 3396.415771
	Iteration 0F: 3 clusters Score -4347274 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4356258.000000 Penalty: 3396.415771
	Iteration 1F: 3 clusters Score -4356258 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4356646.500000 Penalty: 3396.415771
	Iteration 2Q: 3 clusters Score -4356646 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4357089.000000 Penalty: 3396.415771
	Iteration 3Q: 3 clusters Score -4357089 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4357608.000000 Penalty: 3396.415771
	Iteration 4Q: 3 clusters Score -4357608 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4358136.000000 Penalty: 3396.415771
	Iteration 5Q: 3 clusters Score -4358136 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4358801.000000 Penalty: 3396.415771
	Iteration 6Q: 3 clusters Score -4358801 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4359640.000000 Penalty: 3396.415771
	Iteration 7Q: 3 clusters Score -4359640 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4360865.000000 Penalty: 3396.415771
	Iteration 8F: 3 clusters Score -4360865 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4362470.500000 Penalty: 3396.415771
	Iteration 9F: 3 clusters Score -4362470 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -4364279.500000 Penalty: 3396.415771
	Iteration 10F: 3 clusters Score -4364280 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4365871.000000 Penalty: 3396.415771
	Iteration 11Q: 3 clusters Score -4365871 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4366896.500000 Penalty: 3396.415771
	Iteration 12Q: 3 clusters Score -4366896 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4367467.500000 Penalty: 3396.415771
	Iteration 13Q: 3 clusters Score -4367468 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4367782.500000 Penalty: 3396.415771
	Iteration 14Q: 3 clusters Score -4367782 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4368000.500000 Penalty: 3396.415771
	Iteration 15Q: 3 clusters Score -4368000 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4368162.500000 Penalty: 3396.415771
	Iteration 16Q: 3 clusters Score -4368162 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4368313.500000 Penalty: 3396.415771
	Iteration 17Q: 3 clusters Score -4368314 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -4368423.000000 Penalty: 3396.415771
	Iteration 18Q: 3 clusters Score -4368423 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4368531.500000 Penalty: 3396.415771
	Iteration 19Q: 3 clusters Score -4368532 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -4368622.500000 Penalty: 3396.415771
	Iteration 20F: 3 clusters Score -4368622 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4368690.500000 Penalty: 3396.415771
	Iteration 21Q: 3 clusters Score -4368690 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4368745.000000 Penalty: 3396.415771
	Iteration 22Q: 3 clusters Score -4368745 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4368795.500000 Penalty: 3396.415771
	Iteration 23Q: 3 clusters Score -4368796 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4368844.500000 Penalty: 3396.415771
	Iteration 24Q: 3 clusters Score -4368844 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4368897.000000 Penalty: 3396.415771
	Iteration 25Q: 3 clusters Score -4368897 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4368957.500000 Penalty: 3396.415771
	Iteration 26Q: 3 clusters Score -4368958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4369007.000000 Penalty: 3396.415771
	Iteration 27Q: 3 clusters Score -4369007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4369035.500000 Penalty: 3396.415771
	Iteration 28Q: 3 clusters Score -4369036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4369084.500000 Penalty: 3396.415771
	Iteration 29Q: 3 clusters Score -4369084 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4369123.000000 Penalty: 3396.415771
	Iteration 30Q: 3 clusters Score -4369123 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4369153.000000 Penalty: 3396.415771
	Iteration 31Q: 3 clusters Score -4369153 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4369177.500000 Penalty: 3396.415771
	Iteration 32Q: 3 clusters Score -4369178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4369197.000000 Penalty: 3396.415771
	Iteration 33Q: 3 clusters Score -4369197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4369213.500000 Penalty: 3396.415771
	Iteration 34Q: 3 clusters Score -4369214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4369227.000000 Penalty: 3396.415771
	Iteration 35Q: 3 clusters Score -4369227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4369238.000000 Penalty: 3396.415771
	Iteration 36Q: 3 clusters Score -4369238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4369237.500000 Penalty: 3396.415771
	Iteration 37Q: 3 clusters Score -4369238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4369244.500000 Penalty: 3396.415771
	Iteration 38Q: 3 clusters Score -4369244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4369250.500000 Penalty: 3396.415771
	Iteration 39Q: 3 clusters Score -4369250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4369263.000000 Penalty: 3396.415771
	Iteration 40F: 3 clusters Score -4369263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4369266.500000 Penalty: 3396.415771
	Iteration 41Q: 3 clusters Score -4369266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4369271.500000 Penalty: 3396.415771
	Iteration 42Q: 3 clusters Score -4369272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4369266.500000 Penalty: 3396.415771
	Iteration 43Q: 3 clusters Score -4369266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4369275.500000 Penalty: 3396.415771
	Iteration 44Q: 3 clusters Score -4369276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4369278.500000 Penalty: 3396.415771
	Iteration 45Q: 3 clusters Score -4369278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4369287.000000 Penalty: 3396.415771
	Iteration 46Q: 3 clusters Score -4369287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4369295.500000 Penalty: 3396.415771
	Iteration 47Q: 3 clusters Score -4369296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4369296.500000 Penalty: 3396.415771
	Iteration 48Q: 3 clusters Score -4369296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4369288.500000 Penalty: 3396.415771
	Iteration 49Q: 3 clusters Score -4369288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4369290.000000 Penalty: 3396.415771
	Iteration 50Q: 3 clusters Score -4369290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4369291.000000 Penalty: 3396.415771
	Iteration 51Q: 3 clusters Score -4369291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4369291.000000 Penalty: 3396.415771
	Iteration 52F: 3 clusters Score -4369291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -140526.234375 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -140526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -138928.671875 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -138928.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139231.281250 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -139231.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -139349.734375 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -139349.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139423.234375 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -139423.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139489.953125 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -139490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139547.953125 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -139548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139602.531250 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -139602.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -139640.765625 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -139640.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139674.062500 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -139674.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139687.171875 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -139687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -139695.875000 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -139695.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139700.750000 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -139700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -139704.609375 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -139704.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -139708.375000 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -139708.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139711.843750 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -139711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139713.625000 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -139713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139713.625000 Penalty: 2311.506348
	Iteration 16F: 3 clusters Score -139713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1297291.250000 Penalty: 1502.928711
	Iteration 0F: 2 clusters Score -1297291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1289880.250000 Penalty: 3005.857422
	Iteration 0F: 3 clusters Score -1289880 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1292566.500000 Penalty: 3005.857422
	Iteration 1F: 3 clusters Score -1292566 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1293068.500000 Penalty: 3005.857422
	Iteration 2F: 3 clusters Score -1293068 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1293591.375000 Penalty: 3005.857422
	Iteration 3F: 3 clusters Score -1293591 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1294095.250000 Penalty: 3005.857422
	Iteration 4F: 3 clusters Score -1294095 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1294562.875000 Penalty: 3005.857422
	Iteration 5F: 3 clusters Score -1294563 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1295026.750000 Penalty: 3005.857422
	Iteration 6F: 3 clusters Score -1295027 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1295508.500000 Penalty: 3005.857422
	Iteration 7F: 3 clusters Score -1295508 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1295910.625000 Penalty: 3005.857422
	Iteration 8Q: 3 clusters Score -1295911 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1296180.750000 Penalty: 3005.857422
	Iteration 9Q: 3 clusters Score -1296181 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1296353.625000 Penalty: 3005.857422
	Iteration 10Q: 3 clusters Score -1296354 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1296478.125000 Penalty: 3005.857422
	Iteration 11Q: 3 clusters Score -1296478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1296579.375000 Penalty: 3005.857422
	Iteration 12Q: 3 clusters Score -1296579 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1296656.500000 Penalty: 3005.857422
	Iteration 13Q: 3 clusters Score -1296656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1296707.250000 Penalty: 3005.857422
	Iteration 14Q: 3 clusters Score -1296707 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1296734.500000 Penalty: 3005.857422
	Iteration 15Q: 3 clusters Score -1296734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1296760.375000 Penalty: 3005.857422
	Iteration 16Q: 3 clusters Score -1296760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1296778.500000 Penalty: 3005.857422
	Iteration 17Q: 3 clusters Score -1296778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1296791.500000 Penalty: 3005.857422
	Iteration 18Q: 3 clusters Score -1296792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1296800.375000 Penalty: 3005.857422
	Iteration 19Q: 3 clusters Score -1296800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1296803.750000 Penalty: 3005.857422
	Iteration 20F: 3 clusters Score -1296804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1296807.875000 Penalty: 3005.857422
	Iteration 21Q: 3 clusters Score -1296808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1296815.375000 Penalty: 3005.857422
	Iteration 22Q: 3 clusters Score -1296815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1296820.250000 Penalty: 3005.857422
	Iteration 23Q: 3 clusters Score -1296820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1296825.750000 Penalty: 3005.857422
	Iteration 24Q: 3 clusters Score -1296826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1296822.250000 Penalty: 3005.857422
	Iteration 25Q: 3 clusters Score -1296822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1296826.750000 Penalty: 3005.857422
	Iteration 26Q: 3 clusters Score -1296827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1296826.625000 Penalty: 3005.857422
	Iteration 27Q: 3 clusters Score -1296827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1296830.000000 Penalty: 3005.857422
	Iteration 28Q: 3 clusters Score -1296830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1296830.625000 Penalty: 3005.857422
	Iteration 29Q: 3 clusters Score -1296831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1296832.250000 Penalty: 3005.857422
	Iteration 30Q: 3 clusters Score -1296832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1296830.875000 Penalty: 3005.857422
	Iteration 31Q: 3 clusters Score -1296831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1296833.000000 Penalty: 3005.857422
	Iteration 32Q: 3 clusters Score -1296833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1296832.125000 Penalty: 3005.857422
	Iteration 33Q: 3 clusters Score -1296832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1296831.000000 Penalty: 3005.857422
	Iteration 34Q: 3 clusters Score -1296831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1296833.000000 Penalty: 3005.857422
	Iteration 35Q: 3 clusters Score -1296833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1296835.375000 Penalty: 3005.857422
	Iteration 36Q: 3 clusters Score -1296835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1296835.500000 Penalty: 3005.857422
	Iteration 37Q: 3 clusters Score -1296836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1296834.875000 Penalty: 3005.857422
	Iteration 38Q: 3 clusters Score -1296835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1296840.125000 Penalty: 3005.857422
	Iteration 39Q: 3 clusters Score -1296840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1296840.500000 Penalty: 3005.857422
	Iteration 40F: 3 clusters Score -1296840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1296842.500000 Penalty: 3005.857422
	Iteration 41Q: 3 clusters Score -1296842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1296840.500000 Penalty: 3005.857422
	Iteration 42Q: 3 clusters Score -1296840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1296840.500000 Penalty: 3005.857422
	Iteration 43Q: 3 clusters Score -1296840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1296841.125000 Penalty: 3005.857422
	Iteration 44Q: 3 clusters Score -1296841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1296841.125000 Penalty: 3005.857422
	Iteration 45Q: 3 clusters Score -1296841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1296842.250000 Penalty: 3005.857422
	Iteration 46Q: 3 clusters Score -1296842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1296840.750000 Penalty: 3005.857422
	Iteration 47Q: 3 clusters Score -1296841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1296842.250000 Penalty: 3005.857422
	Iteration 48Q: 3 clusters Score -1296842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1296842.125000 Penalty: 3005.857422
	Iteration 49Q: 3 clusters Score -1296842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1296843.250000 Penalty: 3005.857422
	Iteration 50Q: 3 clusters Score -1296843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1296841.875000 Penalty: 3005.857422
	Iteration 51Q: 3 clusters Score -1296842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1296844.750000 Penalty: 3005.857422
	Iteration 52Q: 3 clusters Score -1296845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1296844.250000 Penalty: 3005.857422
	Iteration 53Q: 3 clusters Score -1296844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1296844.375000 Penalty: 3005.857422
	Iteration 54Q: 3 clusters Score -1296844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1296841.750000 Penalty: 3005.857422
	Iteration 55Q: 3 clusters Score -1296842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1296841.875000 Penalty: 3005.857422
	Iteration 56Q: 3 clusters Score -1296842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1296840.500000 Penalty: 3005.857422
	Iteration 57Q: 3 clusters Score -1296840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1296840.500000 Penalty: 3005.857422
	Iteration 58F: 3 clusters Score -1296840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -137475.343750 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -137475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135971.656250 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -135971.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136255.703125 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -136255.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136354.546875 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -136354.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -136416.921875 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -136416.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136453.000000 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -136453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136484.406250 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -136484.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -136504.515625 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -136504.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -136530.171875 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -136530.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136553.859375 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -136553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136580.203125 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -136580.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136595.156250 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -136595.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136615.765625 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -136615.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136644.828125 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -136644.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136667.546875 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -136667.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136683.578125 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -136683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -136717.875000 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -136717.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136739.250000 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -136739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -136754.734375 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -136754.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136770.625000 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -136770.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136793.578125 Penalty: 2278.937500
	Iteration 19Q: 3 clusters Score -136793.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136814.593750 Penalty: 2278.937500
	Iteration 20F: 3 clusters Score -136814.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136833.625000 Penalty: 2278.937500
	Iteration 21Q: 3 clusters Score -136833.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136863.796875 Penalty: 2278.937500
	Iteration 22Q: 3 clusters Score -136863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136890.062500 Penalty: 2278.937500
	Iteration 23Q: 3 clusters Score -136890.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136919.250000 Penalty: 2278.937500
	Iteration 24Q: 3 clusters Score -136919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -136934.781250 Penalty: 2278.937500
	Iteration 25Q: 3 clusters Score -136934.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136940.687500 Penalty: 2278.937500
	Iteration 26Q: 3 clusters Score -136940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -136945.234375 Penalty: 2278.937500
	Iteration 27Q: 3 clusters Score -136945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -136948.031250 Penalty: 2278.937500
	Iteration 28Q: 3 clusters Score -136948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136956.187500 Penalty: 2278.937500
	Iteration 29Q: 3 clusters Score -136956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -136962.890625 Penalty: 2278.937500
	Iteration 30Q: 3 clusters Score -136962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136981.609375 Penalty: 2278.937500
	Iteration 31Q: 3 clusters Score -136981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136993.812500 Penalty: 2278.937500
	Iteration 32Q: 3 clusters Score -136993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137008.234375 Penalty: 2278.937500
	Iteration 33Q: 3 clusters Score -137008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137019.968750 Penalty: 2278.937500
	Iteration 34Q: 3 clusters Score -137020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -137025.093750 Penalty: 2278.937500
	Iteration 35Q: 3 clusters Score -137025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -137025.093750 Penalty: 2278.937500
	Iteration 36F: 3 clusters Score -137025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -1541467.875000 Penalty: 1529.179932
	Iteration 0F: 2 clusters Score -1541468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1532923.375000 Penalty: 3058.359863
	Iteration 0F: 3 clusters Score -1532923 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1536001.875000 Penalty: 3058.359863
	Iteration 1F: 3 clusters Score -1536002 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1536524.000000 Penalty: 3058.359863
	Iteration 2F: 3 clusters Score -1536524 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1537053.625000 Penalty: 3058.359863
	Iteration 3F: 3 clusters Score -1537054 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1537598.500000 Penalty: 3058.359863
	Iteration 4F: 3 clusters Score -1537598 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1538117.250000 Penalty: 3058.359863
	Iteration 5F: 3 clusters Score -1538117 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1538601.000000 Penalty: 3058.359863
	Iteration 6F: 3 clusters Score -1538601 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1539089.625000 Penalty: 3058.359863
	Iteration 7F: 3 clusters Score -1539090 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1539482.125000 Penalty: 3058.359863
	Iteration 8Q: 3 clusters Score -1539482 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1539740.625000 Penalty: 3058.359863
	Iteration 9Q: 3 clusters Score -1539741 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1539925.375000 Penalty: 3058.359863
	Iteration 10Q: 3 clusters Score -1539925 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1540052.625000 Penalty: 3058.359863
	Iteration 11Q: 3 clusters Score -1540053 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1540181.375000 Penalty: 3058.359863
	Iteration 12Q: 3 clusters Score -1540181 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1540284.500000 Penalty: 3058.359863
	Iteration 13Q: 3 clusters Score -1540284 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1540367.875000 Penalty: 3058.359863
	Iteration 14Q: 3 clusters Score -1540368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1540423.250000 Penalty: 3058.359863
	Iteration 15Q: 3 clusters Score -1540423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1540452.875000 Penalty: 3058.359863
	Iteration 16Q: 3 clusters Score -1540453 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1540495.375000 Penalty: 3058.359863
	Iteration 17Q: 3 clusters Score -1540495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1540530.875000 Penalty: 3058.359863
	Iteration 18Q: 3 clusters Score -1540531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1540563.875000 Penalty: 3058.359863
	Iteration 19Q: 3 clusters Score -1540564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1540582.125000 Penalty: 3058.359863
	Iteration 20F: 3 clusters Score -1540582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1540596.375000 Penalty: 3058.359863
	Iteration 21Q: 3 clusters Score -1540596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1540613.875000 Penalty: 3058.359863
	Iteration 22Q: 3 clusters Score -1540614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1540638.875000 Penalty: 3058.359863
	Iteration 23Q: 3 clusters Score -1540639 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1540653.375000 Penalty: 3058.359863
	Iteration 24Q: 3 clusters Score -1540653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1540668.500000 Penalty: 3058.359863
	Iteration 25Q: 3 clusters Score -1540668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1540680.750000 Penalty: 3058.359863
	Iteration 26Q: 3 clusters Score -1540681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1540685.375000 Penalty: 3058.359863
	Iteration 27Q: 3 clusters Score -1540685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1540686.375000 Penalty: 3058.359863
	Iteration 28Q: 3 clusters Score -1540686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1540691.500000 Penalty: 3058.359863
	Iteration 29Q: 3 clusters Score -1540692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1540694.500000 Penalty: 3058.359863
	Iteration 30Q: 3 clusters Score -1540694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1540699.750000 Penalty: 3058.359863
	Iteration 31Q: 3 clusters Score -1540700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1540700.750000 Penalty: 3058.359863
	Iteration 32Q: 3 clusters Score -1540701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1540702.125000 Penalty: 3058.359863
	Iteration 33Q: 3 clusters Score -1540702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1540702.375000 Penalty: 3058.359863
	Iteration 34Q: 3 clusters Score -1540702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1540703.000000 Penalty: 3058.359863
	Iteration 35Q: 3 clusters Score -1540703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1540705.000000 Penalty: 3058.359863
	Iteration 36Q: 3 clusters Score -1540705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1540704.125000 Penalty: 3058.359863
	Iteration 37Q: 3 clusters Score -1540704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1540704.125000 Penalty: 3058.359863
	Iteration 38F: 3 clusters Score -1540704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Entering Unmasked Estep 
Score: -238575.718750 Penalty: 1235.876221
	Iteration 0F: 2 clusters Score -238575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -236496.796875 Penalty: 2471.752441
	Iteration 0F: 3 clusters Score -236496.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236938.093750 Penalty: 2471.752441
	Iteration 1F: 3 clusters Score -236938.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -237036.859375 Penalty: 2471.752441
	Iteration 2F: 3 clusters Score -237036.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237103.234375 Penalty: 2471.752441
	Iteration 3Q: 3 clusters Score -237103.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -237151.562500 Penalty: 2471.752441
	Iteration 4Q: 3 clusters Score -237151.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -237193.156250 Penalty: 2471.752441
	Iteration 5Q: 3 clusters Score -237193.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -237224.828125 Penalty: 2471.752441
	Iteration 6Q: 3 clusters Score -237224.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -237259.968750 Penalty: 2471.752441
	Iteration 7Q: 3 clusters Score -237260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237288.031250 Penalty: 2471.752441
	Iteration 8Q: 3 clusters Score -237288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -237311.203125 Penalty: 2471.752441
	Iteration 9Q: 3 clusters Score -237311.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237332.703125 Penalty: 2471.752441
	Iteration 10Q: 3 clusters Score -237332.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -237348.515625 Penalty: 2471.752441
	Iteration 11Q: 3 clusters Score -237348.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -237359.328125 Penalty: 2471.752441
	Iteration 12Q: 3 clusters Score -237359.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -237376.109375 Penalty: 2471.752441
	Iteration 13Q: 3 clusters Score -237376.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237401.031250 Penalty: 2471.752441
	Iteration 14Q: 3 clusters Score -237401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -237432.562500 Penalty: 2471.752441
	Iteration 15Q: 3 clusters Score -237432.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -237451.921875 Penalty: 2471.752441
	Iteration 16Q: 3 clusters Score -237451.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -237464.125000 Penalty: 2471.752441
	Iteration 17Q: 3 clusters Score -237464.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -237474.640625 Penalty: 2471.752441
	Iteration 18Q: 3 clusters Score -237474.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -237480.984375 Penalty: 2471.752441
	Iteration 19Q: 3 clusters Score -237481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -237485.718750 Penalty: 2471.752441
	Iteration 20F: 3 clusters Score -237485.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -237492.296875 Penalty: 2471.752441
	Iteration 21Q: 3 clusters Score -237492.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -237500.187500 Penalty: 2471.752441
	Iteration 22Q: 3 clusters Score -237500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -237504.703125 Penalty: 2471.752441
	Iteration 23Q: 3 clusters Score -237504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -237509.250000 Penalty: 2471.752441
	Iteration 24Q: 3 clusters Score -237509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -237513.921875 Penalty: 2471.752441
	Iteration 25Q: 3 clusters Score -237513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -237515.640625 Penalty: 2471.752441
	Iteration 26Q: 3 clusters Score -237515.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -237523.875000 Penalty: 2471.752441
	Iteration 27Q: 3 clusters Score -237523.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -237530.343750 Penalty: 2471.752441
	Iteration 28Q: 3 clusters Score -237530.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237535.015625 Penalty: 2471.752441
	Iteration 29Q: 3 clusters Score -237535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -237539.578125 Penalty: 2471.752441
	Iteration 30Q: 3 clusters Score -237539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -237543.531250 Penalty: 2471.752441
	Iteration 31Q: 3 clusters Score -237543.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237548.921875 Penalty: 2471.752441
	Iteration 32Q: 3 clusters Score -237548.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -237556.640625 Penalty: 2471.752441
	Iteration 33Q: 3 clusters Score -237556.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -237562.203125 Penalty: 2471.752441
	Iteration 34Q: 3 clusters Score -237562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -237567.718750 Penalty: 2471.752441
	Iteration 35Q: 3 clusters Score -237567.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -237576.703125 Penalty: 2471.752441
	Iteration 36Q: 3 clusters Score -237576.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -237585.187500 Penalty: 2471.752441
	Iteration 37Q: 3 clusters Score -237585.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -237593.531250 Penalty: 2471.752441
	Iteration 38Q: 3 clusters Score -237593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -237599.187500 Penalty: 2471.752441
	Iteration 39Q: 3 clusters Score -237599.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -237604.234375 Penalty: 2471.752441
	Iteration 40F: 3 clusters Score -237604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -237610.031250 Penalty: 2471.752441
	Iteration 41Q: 3 clusters Score -237610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -237614.781250 Penalty: 2471.752441
	Iteration 42Q: 3 clusters Score -237614.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -237618.859375 Penalty: 2471.752441
	Iteration 43Q: 3 clusters Score -237618.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237623.718750 Penalty: 2471.752441
	Iteration 44Q: 3 clusters Score -237623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237627.734375 Penalty: 2471.752441
	Iteration 45Q: 3 clusters Score -237627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237630.843750 Penalty: 2471.752441
	Iteration 46Q: 3 clusters Score -237630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -237633.343750 Penalty: 2471.752441
	Iteration 47Q: 3 clusters Score -237633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237635.046875 Penalty: 2471.752441
	Iteration 48Q: 3 clusters Score -237635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237637.906250 Penalty: 2471.752441
	Iteration 49Q: 3 clusters Score -237637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -237640.312500 Penalty: 2471.752441
	Iteration 50Q: 3 clusters Score -237640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237643.718750 Penalty: 2471.752441
	Iteration 51Q: 3 clusters Score -237643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -237646.343750 Penalty: 2471.752441
	Iteration 52Q: 3 clusters Score -237646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -237649.250000 Penalty: 2471.752441
	Iteration 53Q: 3 clusters Score -237649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237653.171875 Penalty: 2471.752441
	Iteration 54Q: 3 clusters Score -237653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -237655.546875 Penalty: 2471.752441
	Iteration 55Q: 3 clusters Score -237655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -237658.187500 Penalty: 2471.752441
	Iteration 56Q: 3 clusters Score -237658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -237663.953125 Penalty: 2471.752441
	Iteration 57Q: 3 clusters Score -237664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -237666.125000 Penalty: 2471.752441
	Iteration 58Q: 3 clusters Score -237666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -237672.921875 Penalty: 2471.752441
	Iteration 59Q: 3 clusters Score -237672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -237679.906250 Penalty: 2471.752441
	Iteration 60F: 3 clusters Score -237679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -237685.234375 Penalty: 2471.752441
	Iteration 61Q: 3 clusters Score -237685.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -237690.859375 Penalty: 2471.752441
	Iteration 62Q: 3 clusters Score -237690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -237698.031250 Penalty: 2471.752441
	Iteration 63Q: 3 clusters Score -237698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -237703.421875 Penalty: 2471.752441
	Iteration 64Q: 3 clusters Score -237703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -237709.531250 Penalty: 2471.752441
	Iteration 65Q: 3 clusters Score -237709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -237714.734375 Penalty: 2471.752441
	Iteration 66Q: 3 clusters Score -237714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -237719.609375 Penalty: 2471.752441
	Iteration 67Q: 3 clusters Score -237719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -237721.281250 Penalty: 2471.752441
	Iteration 68Q: 3 clusters Score -237721.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -237723.765625 Penalty: 2471.752441
	Iteration 69Q: 3 clusters Score -237723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -237725.640625 Penalty: 2471.752441
	Iteration 70Q: 3 clusters Score -237725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -237726.843750 Penalty: 2471.752441
	Iteration 71Q: 3 clusters Score -237726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -237727.921875 Penalty: 2471.752441
	Iteration 72Q: 3 clusters Score -237727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -237729.828125 Penalty: 2471.752441
	Iteration 73Q: 3 clusters Score -237729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -237731.703125 Penalty: 2471.752441
	Iteration 74Q: 3 clusters Score -237731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -237734.062500 Penalty: 2471.752441
	Iteration 75Q: 3 clusters Score -237734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -237736.656250 Penalty: 2471.752441
	Iteration 76Q: 3 clusters Score -237736.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -237738.328125 Penalty: 2471.752441
	Iteration 77Q: 3 clusters Score -237738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -237739.531250 Penalty: 2471.752441
	Iteration 78Q: 3 clusters Score -237739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -237739.859375 Penalty: 2471.752441
	Iteration 79Q: 3 clusters Score -237739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -237740.703125 Penalty: 2471.752441
	Iteration 80F: 3 clusters Score -237740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -237742.343750 Penalty: 2471.752441
	Iteration 81Q: 3 clusters Score -237742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237742.656250 Penalty: 2471.752441
	Iteration 82Q: 3 clusters Score -237742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -237743.109375 Penalty: 2471.752441
	Iteration 83Q: 3 clusters Score -237743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -237744.078125 Penalty: 2471.752441
	Iteration 84Q: 3 clusters Score -237744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -237745.015625 Penalty: 2471.752441
	Iteration 85Q: 3 clusters Score -237745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -237745.765625 Penalty: 2471.752441
	Iteration 86Q: 3 clusters Score -237745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -237746.125000 Penalty: 2471.752441
	Iteration 87Q: 3 clusters Score -237746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -237746.125000 Penalty: 2471.752441
	Iteration 88F: 3 clusters Score -237746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Entering Unmasked Estep 
Score: -2318052.250000 Penalty: 1591.026855
	Iteration 0F: 2 clusters Score -2318052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2305834.250000 Penalty: 3182.053711
	Iteration 0F: 3 clusters Score -2305834 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2310170.250000 Penalty: 3182.053711
	Iteration 1F: 3 clusters Score -2310170 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2310510.250000 Penalty: 3182.053711
	Iteration 2F: 3 clusters Score -2310510 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2310851.250000 Penalty: 3182.053711
	Iteration 3Q: 3 clusters Score -2310851 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2311239.250000 Penalty: 3182.053711
	Iteration 4Q: 3 clusters Score -2311239 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2311683.750000 Penalty: 3182.053711
	Iteration 5F: 3 clusters Score -2311684 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2312218.250000 Penalty: 3182.053711
	Iteration 6F: 3 clusters Score -2312218 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2312855.500000 Penalty: 3182.053711
	Iteration 7F: 3 clusters Score -2312856 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2313578.500000 Penalty: 3182.053711
	Iteration 8F: 3 clusters Score -2313578 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2314301.750000 Penalty: 3182.053711
	Iteration 9F: 3 clusters Score -2314302 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2314859.000000 Penalty: 3182.053711
	Iteration 10Q: 3 clusters Score -2314859 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2315304.250000 Penalty: 3182.053711
	Iteration 11Q: 3 clusters Score -2315304 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2315666.000000 Penalty: 3182.053711
	Iteration 12Q: 3 clusters Score -2315666 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2315933.750000 Penalty: 3182.053711
	Iteration 13Q: 3 clusters Score -2315934 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2316157.750000 Penalty: 3182.053711
	Iteration 14Q: 3 clusters Score -2316158 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2316289.000000 Penalty: 3182.053711
	Iteration 15Q: 3 clusters Score -2316289 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2316381.750000 Penalty: 3182.053711
	Iteration 16Q: 3 clusters Score -2316382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2316468.500000 Penalty: 3182.053711
	Iteration 17Q: 3 clusters Score -2316468 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2316539.750000 Penalty: 3182.053711
	Iteration 18Q: 3 clusters Score -2316540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2316600.500000 Penalty: 3182.053711
	Iteration 19Q: 3 clusters Score -2316600 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2316646.500000 Penalty: 3182.053711
	Iteration 20F: 3 clusters Score -2316646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2316678.250000 Penalty: 3182.053711
	Iteration 21Q: 3 clusters Score -2316678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2316703.000000 Penalty: 3182.053711
	Iteration 22Q: 3 clusters Score -2316703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2316720.750000 Penalty: 3182.053711
	Iteration 23Q: 3 clusters Score -2316721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2316733.500000 Penalty: 3182.053711
	Iteration 24Q: 3 clusters Score -2316734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2316737.250000 Penalty: 3182.053711
	Iteration 25Q: 3 clusters Score -2316737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2316740.000000 Penalty: 3182.053711
	Iteration 26Q: 3 clusters Score -2316740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2316750.750000 Penalty: 3182.053711
	Iteration 27Q: 3 clusters Score -2316751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2316766.000000 Penalty: 3182.053711
	Iteration 28Q: 3 clusters Score -2316766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2316771.000000 Penalty: 3182.053711
	Iteration 29Q: 3 clusters Score -2316771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2316778.500000 Penalty: 3182.053711
	Iteration 30Q: 3 clusters Score -2316778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2316780.750000 Penalty: 3182.053711
	Iteration 31Q: 3 clusters Score -2316781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2316788.500000 Penalty: 3182.053711
	Iteration 32Q: 3 clusters Score -2316788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2316791.250000 Penalty: 3182.053711
	Iteration 33Q: 3 clusters Score -2316791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2316788.500000 Penalty: 3182.053711
	Iteration 34Q: 3 clusters Score -2316788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2316792.500000 Penalty: 3182.053711
	Iteration 35Q: 3 clusters Score -2316792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2316795.750000 Penalty: 3182.053711
	Iteration 36Q: 3 clusters Score -2316796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2316796.250000 Penalty: 3182.053711
	Iteration 37Q: 3 clusters Score -2316796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2316796.750000 Penalty: 3182.053711
	Iteration 38Q: 3 clusters Score -2316797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2316798.000000 Penalty: 3182.053711
	Iteration 39Q: 3 clusters Score -2316798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2316800.500000 Penalty: 3182.053711
	Iteration 40F: 3 clusters Score -2316800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2316798.500000 Penalty: 3182.053711
	Iteration 41Q: 3 clusters Score -2316798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -2316798.500000 Penalty: 3182.053711
	Iteration 42F: 3 clusters Score -2316798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Entering Unmasked Estep 
Score: -10666608.000000 Penalty: 1840.884766
	Iteration 0F: 2 clusters Score -1.066661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -10611462.000000 Penalty: 3681.769531
	Iteration 0F: 3 clusters Score -1.061146e+07 nChanged 39605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -10634325.000000 Penalty: 3681.769531
	Iteration 1F: 3 clusters Score -1.063432e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -10634873.000000 Penalty: 3681.769531
	Iteration 2Q: 3 clusters Score -1.063487e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -10635555.000000 Penalty: 3681.769531
	Iteration 3Q: 3 clusters Score -1.063556e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -10636337.000000 Penalty: 3681.769531
	Iteration 4Q: 3 clusters Score -1.063634e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -10637506.000000 Penalty: 3681.769531
	Iteration 5Q: 3 clusters Score -1.063751e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -10639019.000000 Penalty: 3681.769531
	Iteration 6Q: 3 clusters Score -1.063902e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -10641158.000000 Penalty: 3681.769531
	Iteration 7F: 3 clusters Score -1.064116e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -10644243.000000 Penalty: 3681.769531
	Iteration 8F: 3 clusters Score -1.064424e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -10647816.000000 Penalty: 3681.769531
	Iteration 9F: 3 clusters Score -1.064782e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -10652013.000000 Penalty: 3681.769531
	Iteration 10F: 3 clusters Score -1.065201e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -10656067.000000 Penalty: 3681.769531
	Iteration 11F: 3 clusters Score -1.065607e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -10659770.000000 Penalty: 3681.769531
	Iteration 12F: 3 clusters Score -1.065977e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79831 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -10662319.000000 Penalty: 3681.769531
	Iteration 13Q: 3 clusters Score -1.066232e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10663804.000000 Penalty: 3681.769531
	Iteration 14Q: 3 clusters Score -1.06638e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10664432.000000 Penalty: 3681.769531
	Iteration 15Q: 3 clusters Score -1.066443e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82638 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10664706.000000 Penalty: 3681.769531
	Iteration 16Q: 3 clusters Score -1.066471e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10664836.000000 Penalty: 3681.769531
	Iteration 17Q: 3 clusters Score -1.066484e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10664876.000000 Penalty: 3681.769531
	Iteration 18Q: 3 clusters Score -1.066488e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10664913.000000 Penalty: 3681.769531
	Iteration 19Q: 3 clusters Score -1.066491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10664937.000000 Penalty: 3681.769531
	Iteration 20F: 3 clusters Score -1.066494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10664961.000000 Penalty: 3681.769531
	Iteration 21Q: 3 clusters Score -1.066496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10664966.000000 Penalty: 3681.769531
	Iteration 22Q: 3 clusters Score -1.066497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10664977.000000 Penalty: 3681.769531
	Iteration 23Q: 3 clusters Score -1.066498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10664990.000000 Penalty: 3681.769531
	Iteration 24Q: 3 clusters Score -1.066499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -10665005.000000 Penalty: 3681.769531
	Iteration 25Q: 3 clusters Score -1.0665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10665019.000000 Penalty: 3681.769531
	Iteration 26Q: 3 clusters Score -1.066502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10665019.000000 Penalty: 3681.769531
	Iteration 27Q: 3 clusters Score -1.066502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10665021.000000 Penalty: 3681.769531
	Iteration 28Q: 3 clusters Score -1.066502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82913 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10665016.000000 Penalty: 3681.769531
	Iteration 29Q: 3 clusters Score -1.066502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10665023.000000 Penalty: 3681.769531
	Iteration 30Q: 3 clusters Score -1.066502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10665023.000000 Penalty: 3681.769531
	Iteration 31F: 3 clusters Score -1.066502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Entering Unmasked Estep 
Score: -2753352.250000 Penalty: 1627.362183
	Iteration 0F: 2 clusters Score -2753352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2738069.250000 Penalty: 3254.724365
	Iteration 0F: 3 clusters Score -2738069 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2743655.750000 Penalty: 3254.724365
	Iteration 1F: 3 clusters Score -2743656 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2743953.250000 Penalty: 3254.724365
	Iteration 2Q: 3 clusters Score -2743953 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2744203.500000 Penalty: 3254.724365
	Iteration 3Q: 3 clusters Score -2744204 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -2744413.250000 Penalty: 3254.724365
	Iteration 4Q: 3 clusters Score -2744413 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2744588.250000 Penalty: 3254.724365
	Iteration 5Q: 3 clusters Score -2744588 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2744742.000000 Penalty: 3254.724365
	Iteration 6Q: 3 clusters Score -2744742 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2744913.750000 Penalty: 3254.724365
	Iteration 7Q: 3 clusters Score -2744914 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2745084.750000 Penalty: 3254.724365
	Iteration 8Q: 3 clusters Score -2745085 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2745256.500000 Penalty: 3254.724365
	Iteration 9Q: 3 clusters Score -2745256 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2745434.750000 Penalty: 3254.724365
	Iteration 10Q: 3 clusters Score -2745435 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2745689.750000 Penalty: 3254.724365
	Iteration 11Q: 3 clusters Score -2745690 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2746007.250000 Penalty: 3254.724365
	Iteration 12Q: 3 clusters Score -2746007 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2746407.250000 Penalty: 3254.724365
	Iteration 13Q: 3 clusters Score -2746407 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2746893.500000 Penalty: 3254.724365
	Iteration 14Q: 3 clusters Score -2746894 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2747467.250000 Penalty: 3254.724365
	Iteration 15Q: 3 clusters Score -2747467 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2748002.750000 Penalty: 3254.724365
	Iteration 16Q: 3 clusters Score -2748003 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -2748493.500000 Penalty: 3254.724365
	Iteration 17Q: 3 clusters Score -2748494 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2748869.250000 Penalty: 3254.724365
	Iteration 18Q: 3 clusters Score -2748869 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2749153.250000 Penalty: 3254.724365
	Iteration 19Q: 3 clusters Score -2749153 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2749358.250000 Penalty: 3254.724365
	Iteration 20F: 3 clusters Score -2749358 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2749537.750000 Penalty: 3254.724365
	Iteration 21Q: 3 clusters Score -2749538 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2749676.250000 Penalty: 3254.724365
	Iteration 22Q: 3 clusters Score -2749676 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2749854.750000 Penalty: 3254.724365
	Iteration 23Q: 3 clusters Score -2749855 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2750024.250000 Penalty: 3254.724365
	Iteration 24Q: 3 clusters Score -2750024 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2750198.750000 Penalty: 3254.724365
	Iteration 25Q: 3 clusters Score -2750199 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2750373.750000 Penalty: 3254.724365
	Iteration 26Q: 3 clusters Score -2750374 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2750573.250000 Penalty: 3254.724365
	Iteration 27Q: 3 clusters Score -2750573 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2750757.250000 Penalty: 3254.724365
	Iteration 28Q: 3 clusters Score -2750757 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2750931.500000 Penalty: 3254.724365
	Iteration 29Q: 3 clusters Score -2750932 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2751094.750000 Penalty: 3254.724365
	Iteration 30Q: 3 clusters Score -2751095 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2751238.500000 Penalty: 3254.724365
	Iteration 31Q: 3 clusters Score -2751238 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2751374.000000 Penalty: 3254.724365
	Iteration 32Q: 3 clusters Score -2751374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2751488.250000 Penalty: 3254.724365
	Iteration 33Q: 3 clusters Score -2751488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2751579.250000 Penalty: 3254.724365
	Iteration 34Q: 3 clusters Score -2751579 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2751645.750000 Penalty: 3254.724365
	Iteration 35Q: 3 clusters Score -2751646 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2751703.000000 Penalty: 3254.724365
	Iteration 36Q: 3 clusters Score -2751703 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2751759.500000 Penalty: 3254.724365
	Iteration 37Q: 3 clusters Score -2751760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2751794.500000 Penalty: 3254.724365
	Iteration 38Q: 3 clusters Score -2751794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2751824.000000 Penalty: 3254.724365
	Iteration 39Q: 3 clusters Score -2751824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2751858.000000 Penalty: 3254.724365
	Iteration 40F: 3 clusters Score -2751858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2751872.250000 Penalty: 3254.724365
	Iteration 41Q: 3 clusters Score -2751872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2751905.000000 Penalty: 3254.724365
	Iteration 42Q: 3 clusters Score -2751905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2751922.250000 Penalty: 3254.724365
	Iteration 43Q: 3 clusters Score -2751922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2751942.750000 Penalty: 3254.724365
	Iteration 44Q: 3 clusters Score -2751943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2751956.000000 Penalty: 3254.724365
	Iteration 45Q: 3 clusters Score -2751956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2751971.000000 Penalty: 3254.724365
	Iteration 46Q: 3 clusters Score -2751971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2751990.500000 Penalty: 3254.724365
	Iteration 47Q: 3 clusters Score -2751990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2751998.500000 Penalty: 3254.724365
	Iteration 48Q: 3 clusters Score -2751998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2752002.750000 Penalty: 3254.724365
	Iteration 49Q: 3 clusters Score -2752003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2752008.000000 Penalty: 3254.724365
	Iteration 50Q: 3 clusters Score -2752008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2752010.250000 Penalty: 3254.724365
	Iteration 51Q: 3 clusters Score -2752010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2752009.500000 Penalty: 3254.724365
	Iteration 52Q: 3 clusters Score -2752010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2752011.250000 Penalty: 3254.724365
	Iteration 53Q: 3 clusters Score -2752011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2752014.500000 Penalty: 3254.724365
	Iteration 54Q: 3 clusters Score -2752014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2752015.500000 Penalty: 3254.724365
	Iteration 55Q: 3 clusters Score -2752016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2752015.750000 Penalty: 3254.724365
	Iteration 56Q: 3 clusters Score -2752016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2752015.750000 Penalty: 3254.724365
	Iteration 57F: 3 clusters Score -2752016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -882006.187500 Penalty: 1441.665283
	Iteration 0F: 2 clusters Score -882006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -876659.250000 Penalty: 2883.330566
	Iteration 0F: 3 clusters Score -876659.2 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -878231.250000 Penalty: 2883.330566
	Iteration 1F: 3 clusters Score -878231.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -878448.375000 Penalty: 2883.330566
	Iteration 2F: 3 clusters Score -878448.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -878633.437500 Penalty: 2883.330566
	Iteration 3F: 3 clusters Score -878633.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -878773.062500 Penalty: 2883.330566
	Iteration 4Q: 3 clusters Score -878773.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -878890.750000 Penalty: 2883.330566
	Iteration 5Q: 3 clusters Score -878890.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -879009.437500 Penalty: 2883.330566
	Iteration 6Q: 3 clusters Score -879009.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -879157.687500 Penalty: 2883.330566
	Iteration 7Q: 3 clusters Score -879157.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -879329.187500 Penalty: 2883.330566
	Iteration 8Q: 3 clusters Score -879329.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -879532.875000 Penalty: 2883.330566
	Iteration 9Q: 3 clusters Score -879532.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -879740.062500 Penalty: 2883.330566
	Iteration 10Q: 3 clusters Score -879740.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -879912.000000 Penalty: 2883.330566
	Iteration 11Q: 3 clusters Score -879912 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -880059.437500 Penalty: 2883.330566
	Iteration 12Q: 3 clusters Score -880059.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -880221.312500 Penalty: 2883.330566
	Iteration 13Q: 3 clusters Score -880221.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -880369.125000 Penalty: 2883.330566
	Iteration 14Q: 3 clusters Score -880369.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -880526.125000 Penalty: 2883.330566
	Iteration 15Q: 3 clusters Score -880526.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -880693.312500 Penalty: 2883.330566
	Iteration 16Q: 3 clusters Score -880693.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -880816.062500 Penalty: 2883.330566
	Iteration 17Q: 3 clusters Score -880816.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -880876.625000 Penalty: 2883.330566
	Iteration 18Q: 3 clusters Score -880876.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -880906.562500 Penalty: 2883.330566
	Iteration 19Q: 3 clusters Score -880906.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -880924.937500 Penalty: 2883.330566
	Iteration 20F: 3 clusters Score -880924.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -880935.812500 Penalty: 2883.330566
	Iteration 21Q: 3 clusters Score -880935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -880941.250000 Penalty: 2883.330566
	Iteration 22Q: 3 clusters Score -880941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -880948.187500 Penalty: 2883.330566
	Iteration 23Q: 3 clusters Score -880948.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -880952.312500 Penalty: 2883.330566
	Iteration 24Q: 3 clusters Score -880952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -880954.437500 Penalty: 2883.330566
	Iteration 25Q: 3 clusters Score -880954.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -880959.062500 Penalty: 2883.330566
	Iteration 26Q: 3 clusters Score -880959.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -880961.187500 Penalty: 2883.330566
	Iteration 27Q: 3 clusters Score -880961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -880962.375000 Penalty: 2883.330566
	Iteration 28Q: 3 clusters Score -880962.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -880965.625000 Penalty: 2883.330566
	Iteration 29Q: 3 clusters Score -880965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -880965.250000 Penalty: 2883.330566
	Iteration 30Q: 3 clusters Score -880965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -880967.250000 Penalty: 2883.330566
	Iteration 31Q: 3 clusters Score -880967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -880968.250000 Penalty: 2883.330566
	Iteration 32Q: 3 clusters Score -880968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -880967.625000 Penalty: 2883.330566
	Iteration 33Q: 3 clusters Score -880967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -880968.875000 Penalty: 2883.330566
	Iteration 34Q: 3 clusters Score -880968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -880969.750000 Penalty: 2883.330566
	Iteration 35Q: 3 clusters Score -880969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -880970.562500 Penalty: 2883.330566
	Iteration 36Q: 3 clusters Score -880970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -880970.562500 Penalty: 2883.330566
	Iteration 37F: 3 clusters Score -880970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -30625.248047 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -30625.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29771.466797 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -29771.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29863.007812 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -29863.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29893.119141 Penalty: 1798.351562
	Iteration 2F: 3 clusters Score -29893.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29898.693359 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -29898.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29898.693359 Penalty: 1798.351562
	Iteration 4F: 3 clusters Score -29898.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14380.418945 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -14380.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13754.293945 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -13754.29 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14188.436523 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -14188.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14466.461914 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -14466.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14644.198242 Penalty: 1803.449707
	Iteration 3F: 3 clusters Score -14644.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14735.037109 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -14735.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14784.662109 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -14784.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -14868.086914 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -14868.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14989.354492 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -14989.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -15095.175781 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -15095.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15152.573242 Penalty: 1803.449707
	Iteration 9Q: 3 clusters Score -15152.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15183.229492 Penalty: 1803.449707
	Iteration 10Q: 3 clusters Score -15183.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15195.463867 Penalty: 1803.449707
	Iteration 11Q: 3 clusters Score -15195.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15218.834961 Penalty: 1803.449707
	Iteration 12F: 3 clusters Score -15218.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15272.805664 Penalty: 1803.449707
	Iteration 13Q: 3 clusters Score -15272.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15380.035156 Penalty: 1803.449707
	Iteration 14Q: 3 clusters Score -15380.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -15405.291992 Penalty: 1803.449707
	Iteration 15Q: 3 clusters Score -15405.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15406.665039 Penalty: 1803.449707
	Iteration 16Q: 3 clusters Score -15406.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15408.383789 Penalty: 1803.449707
	Iteration 17Q: 3 clusters Score -15408.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -15408.383789 Penalty: 1803.449707
	Iteration 18F: 3 clusters Score -15408.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 114434 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 83160 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 133 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60291 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50267 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 124 members 
Entering Unmasked Estep 
Score: -59779272.000000 Penalty: 59499.636719
Splitting cluster 19 changes total score from -59779440.000000 to -59779272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -303494.187500 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -303494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -301072.937500 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -301072.9 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -301721.125000 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -301721.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -301933.937500 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -301933.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -302108.187500 Penalty: 2550.649658
	Iteration 3F: 3 clusters Score -302108.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302236.906250 Penalty: 2550.649658
	Iteration 4F: 3 clusters Score -302236.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302339.750000 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -302339.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -302408.718750 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -302408.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -302470.156250 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -302470.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -302541.406250 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -302541.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -302601.000000 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -302601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -302650.593750 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -302650.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -302689.875000 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -302689.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -302731.750000 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -302731.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -302771.000000 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -302771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -302793.281250 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -302793.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -302809.781250 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -302809.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -302820.406250 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -302820.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -302836.562500 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -302836.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -302851.000000 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -302851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -302856.281250 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -302856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -302862.937500 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -302862.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -302873.156250 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -302873.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -302884.093750 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -302884.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -302889.843750 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -302889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302892.781250 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -302892.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302893.875000 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -302893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302894.718750 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -302894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -302894.687500 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -302894.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -302894.687500 Penalty: 2550.649658
	Iteration 28F: 3 clusters Score -302894.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Entering Unmasked Estep 
Score: -862154.625000 Penalty: 1434.749268
	Iteration 0F: 2 clusters Score -862154.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -856993.062500 Penalty: 2869.498535
	Iteration 0F: 3 clusters Score -856993.1 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -858468.437500 Penalty: 2869.498535
	Iteration 1F: 3 clusters Score -858468.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -858671.062500 Penalty: 2869.498535
	Iteration 2F: 3 clusters Score -858671.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -858839.187500 Penalty: 2869.498535
	Iteration 3F: 3 clusters Score -858839.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -858993.687500 Penalty: 2869.498535
	Iteration 4Q: 3 clusters Score -858993.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -859161.187500 Penalty: 2869.498535
	Iteration 5Q: 3 clusters Score -859161.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -859335.562500 Penalty: 2869.498535
	Iteration 6Q: 3 clusters Score -859335.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -859522.812500 Penalty: 2869.498535
	Iteration 7Q: 3 clusters Score -859522.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -859746.000000 Penalty: 2869.498535
	Iteration 8Q: 3 clusters Score -859746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -860005.687500 Penalty: 2869.498535
	Iteration 9Q: 3 clusters Score -860005.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -860224.375000 Penalty: 2869.498535
	Iteration 10Q: 3 clusters Score -860224.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -860398.250000 Penalty: 2869.498535
	Iteration 11Q: 3 clusters Score -860398.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -860523.125000 Penalty: 2869.498535
	Iteration 12Q: 3 clusters Score -860523.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -860609.437500 Penalty: 2869.498535
	Iteration 13Q: 3 clusters Score -860609.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -860674.812500 Penalty: 2869.498535
	Iteration 14Q: 3 clusters Score -860674.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -860721.687500 Penalty: 2869.498535
	Iteration 15Q: 3 clusters Score -860721.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -860766.875000 Penalty: 2869.498535
	Iteration 16Q: 3 clusters Score -860766.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -860797.125000 Penalty: 2869.498535
	Iteration 17Q: 3 clusters Score -860797.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -860816.187500 Penalty: 2869.498535
	Iteration 18Q: 3 clusters Score -860816.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -860825.500000 Penalty: 2869.498535
	Iteration 19Q: 3 clusters Score -860825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -860833.562500 Penalty: 2869.498535
	Iteration 20F: 3 clusters Score -860833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -860840.250000 Penalty: 2869.498535
	Iteration 21Q: 3 clusters Score -860840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -860843.562500 Penalty: 2869.498535
	Iteration 22Q: 3 clusters Score -860843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -860849.312500 Penalty: 2869.498535
	Iteration 23Q: 3 clusters Score -860849.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -860854.562500 Penalty: 2869.498535
	Iteration 24Q: 3 clusters Score -860854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -860857.750000 Penalty: 2869.498535
	Iteration 25Q: 3 clusters Score -860857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -860859.625000 Penalty: 2869.498535
	Iteration 26Q: 3 clusters Score -860859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -860861.562500 Penalty: 2869.498535
	Iteration 27Q: 3 clusters Score -860861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -860864.750000 Penalty: 2869.498535
	Iteration 28Q: 3 clusters Score -860864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -860865.250000 Penalty: 2869.498535
	Iteration 29Q: 3 clusters Score -860865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -860867.625000 Penalty: 2869.498535
	Iteration 30Q: 3 clusters Score -860867.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -860869.125000 Penalty: 2869.498535
	Iteration 31Q: 3 clusters Score -860869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -860871.812500 Penalty: 2869.498535
	Iteration 32Q: 3 clusters Score -860871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -860875.625000 Penalty: 2869.498535
	Iteration 33Q: 3 clusters Score -860875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -860880.000000 Penalty: 2869.498535
	Iteration 34Q: 3 clusters Score -860880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -860882.812500 Penalty: 2869.498535
	Iteration 35Q: 3 clusters Score -860882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -860890.750000 Penalty: 2869.498535
	Iteration 36Q: 3 clusters Score -860890.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -860898.625000 Penalty: 2869.498535
	Iteration 37Q: 3 clusters Score -860898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -860902.625000 Penalty: 2869.498535
	Iteration 38Q: 3 clusters Score -860902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -860912.437500 Penalty: 2869.498535
	Iteration 39Q: 3 clusters Score -860912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -860916.750000 Penalty: 2869.498535
	Iteration 40F: 3 clusters Score -860916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -860922.125000 Penalty: 2869.498535
	Iteration 41Q: 3 clusters Score -860922.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -860929.687500 Penalty: 2869.498535
	Iteration 42Q: 3 clusters Score -860929.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -860930.375000 Penalty: 2869.498535
	Iteration 43Q: 3 clusters Score -860930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -860930.875000 Penalty: 2869.498535
	Iteration 44Q: 3 clusters Score -860930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -860936.187500 Penalty: 2869.498535
	Iteration 45Q: 3 clusters Score -860936.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -860938.125000 Penalty: 2869.498535
	Iteration 46Q: 3 clusters Score -860938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -860939.625000 Penalty: 2869.498535
	Iteration 47Q: 3 clusters Score -860939.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -860939.625000 Penalty: 2869.498535
	Iteration 48F: 3 clusters Score -860939.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -304466.125000 Penalty: 1263.891235
	Iteration 0F: 2 clusters Score -304466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302129.468750 Penalty: 2527.782471
	Iteration 0F: 3 clusters Score -302129.5 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -302634.187500 Penalty: 2527.782471
	Iteration 1F: 3 clusters Score -302634.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -302730.187500 Penalty: 2527.782471
	Iteration 2F: 3 clusters Score -302730.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -302785.312500 Penalty: 2527.782471
	Iteration 3Q: 3 clusters Score -302785.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -302825.343750 Penalty: 2527.782471
	Iteration 4Q: 3 clusters Score -302825.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -302852.875000 Penalty: 2527.782471
	Iteration 5Q: 3 clusters Score -302852.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302876.718750 Penalty: 2527.782471
	Iteration 6Q: 3 clusters Score -302876.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -302897.781250 Penalty: 2527.782471
	Iteration 7Q: 3 clusters Score -302897.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -302917.031250 Penalty: 2527.782471
	Iteration 8Q: 3 clusters Score -302917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -302928.687500 Penalty: 2527.782471
	Iteration 9Q: 3 clusters Score -302928.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -302939.093750 Penalty: 2527.782471
	Iteration 10Q: 3 clusters Score -302939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302944.687500 Penalty: 2527.782471
	Iteration 11Q: 3 clusters Score -302944.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -302951.593750 Penalty: 2527.782471
	Iteration 12Q: 3 clusters Score -302951.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -302960.593750 Penalty: 2527.782471
	Iteration 13Q: 3 clusters Score -302960.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302972.343750 Penalty: 2527.782471
	Iteration 14Q: 3 clusters Score -302972.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -302977.281250 Penalty: 2527.782471
	Iteration 15Q: 3 clusters Score -302977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302983.000000 Penalty: 2527.782471
	Iteration 16Q: 3 clusters Score -302983 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302987.656250 Penalty: 2527.782471
	Iteration 17Q: 3 clusters Score -302987.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -302991.062500 Penalty: 2527.782471
	Iteration 18Q: 3 clusters Score -302991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -302992.343750 Penalty: 2527.782471
	Iteration 19Q: 3 clusters Score -302992.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -302993.437500 Penalty: 2527.782471
	Iteration 20F: 3 clusters Score -302993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -302994.531250 Penalty: 2527.782471
	Iteration 21Q: 3 clusters Score -302994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -302994.656250 Penalty: 2527.782471
	Iteration 22Q: 3 clusters Score -302994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302995.500000 Penalty: 2527.782471
	Iteration 23Q: 3 clusters Score -302995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -302996.718750 Penalty: 2527.782471
	Iteration 24Q: 3 clusters Score -302996.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302997.062500 Penalty: 2527.782471
	Iteration 25Q: 3 clusters Score -302997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302997.062500 Penalty: 2527.782471
	Iteration 26F: 3 clusters Score -302997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Entering Unmasked Estep 
Score: -7765810.000000 Penalty: 1788.627441
	Iteration 0F: 2 clusters Score -7765810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -7725600.000000 Penalty: 3577.254883
	Iteration 0F: 3 clusters Score -7725600 nChanged 28508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -7741898.000000 Penalty: 3577.254883
	Iteration 1F: 3 clusters Score -7741898 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -7742480.000000 Penalty: 3577.254883
	Iteration 2Q: 3 clusters Score -7742480 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7743075.000000 Penalty: 3577.254883
	Iteration 3Q: 3 clusters Score -7743075 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -7743826.500000 Penalty: 3577.254883
	Iteration 4Q: 3 clusters Score -7743826 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -7744717.500000 Penalty: 3577.254883
	Iteration 5Q: 3 clusters Score -7744718 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -7745983.000000 Penalty: 3577.254883
	Iteration 6Q: 3 clusters Score -7745983 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -7747675.500000 Penalty: 3577.254883
	Iteration 7Q: 3 clusters Score -7747676 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -7750051.000000 Penalty: 3577.254883
	Iteration 8F: 3 clusters Score -7750051 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7752677.500000 Penalty: 3577.254883
	Iteration 9F: 3 clusters Score -7752678 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -7755097.000000 Penalty: 3577.254883
	Iteration 10F: 3 clusters Score -7755097 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -7756859.000000 Penalty: 3577.254883
	Iteration 11Q: 3 clusters Score -7756859 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -7757959.000000 Penalty: 3577.254883
	Iteration 12Q: 3 clusters Score -7757959 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -7758767.000000 Penalty: 3577.254883
	Iteration 13Q: 3 clusters Score -7758767 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -7759330.500000 Penalty: 3577.254883
	Iteration 14Q: 3 clusters Score -7759330 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -7759767.000000 Penalty: 3577.254883
	Iteration 15Q: 3 clusters Score -7759767 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7760193.000000 Penalty: 3577.254883
	Iteration 16Q: 3 clusters Score -7760193 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -7760583.000000 Penalty: 3577.254883
	Iteration 17Q: 3 clusters Score -7760583 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -7761005.500000 Penalty: 3577.254883
	Iteration 18Q: 3 clusters Score -7761006 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -7761384.500000 Penalty: 3577.254883
	Iteration 19Q: 3 clusters Score -7761384 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54047 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -7761754.000000 Penalty: 3577.254883
	Iteration 20F: 3 clusters Score -7761754 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -7762080.500000 Penalty: 3577.254883
	Iteration 21Q: 3 clusters Score -7762080 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7762408.500000 Penalty: 3577.254883
	Iteration 22Q: 3 clusters Score -7762408 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7762760.500000 Penalty: 3577.254883
	Iteration 23Q: 3 clusters Score -7762760 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7763032.500000 Penalty: 3577.254883
	Iteration 24Q: 3 clusters Score -7763032 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7763266.000000 Penalty: 3577.254883
	Iteration 25Q: 3 clusters Score -7763266 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7763449.500000 Penalty: 3577.254883
	Iteration 26Q: 3 clusters Score -7763450 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7763629.500000 Penalty: 3577.254883
	Iteration 27Q: 3 clusters Score -7763630 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7763793.000000 Penalty: 3577.254883
	Iteration 28Q: 3 clusters Score -7763793 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58698 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7763912.000000 Penalty: 3577.254883
	Iteration 29Q: 3 clusters Score -7763912 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58889 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7764004.500000 Penalty: 3577.254883
	Iteration 30Q: 3 clusters Score -7764004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7764072.000000 Penalty: 3577.254883
	Iteration 31Q: 3 clusters Score -7764072 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7764113.000000 Penalty: 3577.254883
	Iteration 32Q: 3 clusters Score -7764113 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7764161.000000 Penalty: 3577.254883
	Iteration 33Q: 3 clusters Score -7764161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7764200.500000 Penalty: 3577.254883
	Iteration 34Q: 3 clusters Score -7764200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7764230.500000 Penalty: 3577.254883
	Iteration 35Q: 3 clusters Score -7764230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7764242.500000 Penalty: 3577.254883
	Iteration 36Q: 3 clusters Score -7764242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7764264.000000 Penalty: 3577.254883
	Iteration 37Q: 3 clusters Score -7764264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7764271.000000 Penalty: 3577.254883
	Iteration 38Q: 3 clusters Score -7764271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7764287.000000 Penalty: 3577.254883
	Iteration 39Q: 3 clusters Score -7764287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7764290.000000 Penalty: 3577.254883
	Iteration 40F: 3 clusters Score -7764290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7764302.000000 Penalty: 3577.254883
	Iteration 41Q: 3 clusters Score -7764302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7764303.500000 Penalty: 3577.254883
	Iteration 42Q: 3 clusters Score -7764304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7764311.000000 Penalty: 3577.254883
	Iteration 43Q: 3 clusters Score -7764311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7764307.500000 Penalty: 3577.254883
	Iteration 44Q: 3 clusters Score -7764308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7764317.000000 Penalty: 3577.254883
	Iteration 45Q: 3 clusters Score -7764317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59590 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7764327.500000 Penalty: 3577.254883
	Iteration 46Q: 3 clusters Score -7764328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7764318.000000 Penalty: 3577.254883
	Iteration 47Q: 3 clusters Score -7764318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7764315.000000 Penalty: 3577.254883
	Iteration 48Q: 3 clusters Score -7764315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7764325.000000 Penalty: 3577.254883
	Iteration 49Q: 3 clusters Score -7764325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59603 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7764333.500000 Penalty: 3577.254883
	Iteration 50Q: 3 clusters Score -7764334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7764326.000000 Penalty: 3577.254883
	Iteration 51Q: 3 clusters Score -7764326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7764326.500000 Penalty: 3577.254883
	Iteration 52Q: 3 clusters Score -7764326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7764329.000000 Penalty: 3577.254883
	Iteration 53Q: 3 clusters Score -7764329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7764329.000000 Penalty: 3577.254883
	Iteration 54F: 3 clusters Score -7764329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -809609.875000 Penalty: 1435.674316
	Iteration 0F: 2 clusters Score -809609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -804450.250000 Penalty: 2871.348633
	Iteration 0F: 3 clusters Score -804450.2 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -806157.187500 Penalty: 2871.348633
	Iteration 1F: 3 clusters Score -806157.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -806470.250000 Penalty: 2871.348633
	Iteration 2F: 3 clusters Score -806470.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -806702.750000 Penalty: 2871.348633
	Iteration 3F: 3 clusters Score -806702.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -806921.125000 Penalty: 2871.348633
	Iteration 4F: 3 clusters Score -806921.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -807104.875000 Penalty: 2871.348633
	Iteration 5Q: 3 clusters Score -807104.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -807235.875000 Penalty: 2871.348633
	Iteration 6Q: 3 clusters Score -807235.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -807348.187500 Penalty: 2871.348633
	Iteration 7Q: 3 clusters Score -807348.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -807466.187500 Penalty: 2871.348633
	Iteration 8Q: 3 clusters Score -807466.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -807569.812500 Penalty: 2871.348633
	Iteration 9Q: 3 clusters Score -807569.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -807664.125000 Penalty: 2871.348633
	Iteration 10Q: 3 clusters Score -807664.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -807733.062500 Penalty: 2871.348633
	Iteration 11Q: 3 clusters Score -807733.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -807781.625000 Penalty: 2871.348633
	Iteration 12Q: 3 clusters Score -807781.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -807823.437500 Penalty: 2871.348633
	Iteration 13Q: 3 clusters Score -807823.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -807858.312500 Penalty: 2871.348633
	Iteration 14Q: 3 clusters Score -807858.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -807888.187500 Penalty: 2871.348633
	Iteration 15Q: 3 clusters Score -807888.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -807917.812500 Penalty: 2871.348633
	Iteration 16Q: 3 clusters Score -807917.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -807955.875000 Penalty: 2871.348633
	Iteration 17Q: 3 clusters Score -807955.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -807985.875000 Penalty: 2871.348633
	Iteration 18Q: 3 clusters Score -807985.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -808015.187500 Penalty: 2871.348633
	Iteration 19Q: 3 clusters Score -808015.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -808039.312500 Penalty: 2871.348633
	Iteration 20F: 3 clusters Score -808039.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -808063.750000 Penalty: 2871.348633
	Iteration 21Q: 3 clusters Score -808063.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -808089.437500 Penalty: 2871.348633
	Iteration 22Q: 3 clusters Score -808089.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -808116.687500 Penalty: 2871.348633
	Iteration 23Q: 3 clusters Score -808116.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -808135.187500 Penalty: 2871.348633
	Iteration 24Q: 3 clusters Score -808135.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -808151.875000 Penalty: 2871.348633
	Iteration 25Q: 3 clusters Score -808151.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -808165.000000 Penalty: 2871.348633
	Iteration 26Q: 3 clusters Score -808165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -808172.812500 Penalty: 2871.348633
	Iteration 27Q: 3 clusters Score -808172.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -808183.375000 Penalty: 2871.348633
	Iteration 28Q: 3 clusters Score -808183.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -808194.000000 Penalty: 2871.348633
	Iteration 29Q: 3 clusters Score -808194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -808199.750000 Penalty: 2871.348633
	Iteration 30Q: 3 clusters Score -808199.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -808204.937500 Penalty: 2871.348633
	Iteration 31Q: 3 clusters Score -808204.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -808205.812500 Penalty: 2871.348633
	Iteration 32Q: 3 clusters Score -808205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -808209.750000 Penalty: 2871.348633
	Iteration 33Q: 3 clusters Score -808209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -808213.187500 Penalty: 2871.348633
	Iteration 34Q: 3 clusters Score -808213.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -808214.625000 Penalty: 2871.348633
	Iteration 35Q: 3 clusters Score -808214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -808214.687500 Penalty: 2871.348633
	Iteration 36Q: 3 clusters Score -808214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -808217.312500 Penalty: 2871.348633
	Iteration 37Q: 3 clusters Score -808217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -808219.000000 Penalty: 2871.348633
	Iteration 38Q: 3 clusters Score -808219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -808222.437500 Penalty: 2871.348633
	Iteration 39Q: 3 clusters Score -808222.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -808227.375000 Penalty: 2871.348633
	Iteration 40F: 3 clusters Score -808227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -808231.375000 Penalty: 2871.348633
	Iteration 41Q: 3 clusters Score -808231.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -808233.812500 Penalty: 2871.348633
	Iteration 42Q: 3 clusters Score -808233.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -808234.312500 Penalty: 2871.348633
	Iteration 43Q: 3 clusters Score -808234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -808237.437500 Penalty: 2871.348633
	Iteration 44Q: 3 clusters Score -808237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -808240.562500 Penalty: 2871.348633
	Iteration 45Q: 3 clusters Score -808240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -808242.312500 Penalty: 2871.348633
	Iteration 46Q: 3 clusters Score -808242.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -808244.250000 Penalty: 2871.348633
	Iteration 47Q: 3 clusters Score -808244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -808247.562500 Penalty: 2871.348633
	Iteration 48Q: 3 clusters Score -808247.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -808252.437500 Penalty: 2871.348633
	Iteration 49Q: 3 clusters Score -808252.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -808256.562500 Penalty: 2871.348633
	Iteration 50Q: 3 clusters Score -808256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -808261.625000 Penalty: 2871.348633
	Iteration 51Q: 3 clusters Score -808261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -808261.625000 Penalty: 2871.348633
	Iteration 52Q: 3 clusters Score -808261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -808261.937500 Penalty: 2871.348633
	Iteration 53Q: 3 clusters Score -808261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -808262.062500 Penalty: 2871.348633
	Iteration 54Q: 3 clusters Score -808262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -808262.750000 Penalty: 2871.348633
	Iteration 55Q: 3 clusters Score -808262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -808265.437500 Penalty: 2871.348633
	Iteration 56Q: 3 clusters Score -808265.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -808268.187500 Penalty: 2871.348633
	Iteration 57Q: 3 clusters Score -808268.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -808268.937500 Penalty: 2871.348633
	Iteration 58Q: 3 clusters Score -808268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -808270.375000 Penalty: 2871.348633
	Iteration 59Q: 3 clusters Score -808270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -808271.437500 Penalty: 2871.348633
	Iteration 60F: 3 clusters Score -808271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -808271.562500 Penalty: 2871.348633
	Iteration 61Q: 3 clusters Score -808271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -808271.125000 Penalty: 2871.348633
	Iteration 62Q: 3 clusters Score -808271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -808271.125000 Penalty: 2871.348633
	Iteration 63F: 3 clusters Score -808271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -25822.236328 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -25822.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25048.740234 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -25048.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25173.101562 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -25173.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25197.644531 Penalty: 1808.469116
	Iteration 2Q: 3 clusters Score -25197.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25201.113281 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -25201.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25206.185547 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -25206.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25209.236328 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -25209.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25214.804688 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -25214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25218.208984 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -25218.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25225.466797 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -25225.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -25231.035156 Penalty: 1808.469116
	Iteration 9Q: 3 clusters Score -25231.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25234.447266 Penalty: 1808.469116
	Iteration 10Q: 3 clusters Score -25234.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25255.865234 Penalty: 1808.469116
	Iteration 11Q: 3 clusters Score -25255.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25277.611328 Penalty: 1808.469116
	Iteration 12Q: 3 clusters Score -25277.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -25308.494141 Penalty: 1808.469116
	Iteration 13Q: 3 clusters Score -25308.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -25339.800781 Penalty: 1808.469116
	Iteration 14Q: 3 clusters Score -25339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -25380.179688 Penalty: 1808.469116
	Iteration 15Q: 3 clusters Score -25380.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -25390.628906 Penalty: 1808.469116
	Iteration 16Q: 3 clusters Score -25390.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -25391.580078 Penalty: 1808.469116
	Iteration 17Q: 3 clusters Score -25391.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -25428.974609 Penalty: 1808.469116
	Iteration 18Q: 3 clusters Score -25428.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -25442.818359 Penalty: 1808.469116
	Iteration 19Q: 3 clusters Score -25442.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -25469.564453 Penalty: 1808.469116
	Iteration 20F: 3 clusters Score -25469.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -25549.589844 Penalty: 1808.469116
	Iteration 21Q: 3 clusters Score -25549.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -25603.119141 Penalty: 1808.469116
	Iteration 22Q: 3 clusters Score -25603.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -25642.548828 Penalty: 1808.469116
	Iteration 23Q: 3 clusters Score -25642.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25646.148438 Penalty: 1808.469116
	Iteration 24Q: 3 clusters Score -25646.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25646.148438 Penalty: 1808.469116
	Iteration 25F: 3 clusters Score -25646.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Entering Unmasked Estep 
Score: -6501109.000000 Penalty: 1759.079346
	Iteration 0F: 2 clusters Score -6501109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6467379.500000 Penalty: 3518.158691
	Iteration 0F: 3 clusters Score -6467380 nChanged 23694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -6480876.000000 Penalty: 3518.158691
	Iteration 1F: 3 clusters Score -6480876 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -6481490.000000 Penalty: 3518.158691
	Iteration 2Q: 3 clusters Score -6481490 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6482151.000000 Penalty: 3518.158691
	Iteration 3Q: 3 clusters Score -6482151 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -6483049.500000 Penalty: 3518.158691
	Iteration 4Q: 3 clusters Score -6483050 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -6484250.000000 Penalty: 3518.158691
	Iteration 5Q: 3 clusters Score -6484250 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -6486084.500000 Penalty: 3518.158691
	Iteration 6F: 3 clusters Score -6486084 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -6488496.500000 Penalty: 3518.158691
	Iteration 7F: 3 clusters Score -6488496 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -6490967.000000 Penalty: 3518.158691
	Iteration 8F: 3 clusters Score -6490967 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -6492512.500000 Penalty: 3518.158691
	Iteration 9F: 3 clusters Score -6492512 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -6493303.500000 Penalty: 3518.158691
	Iteration 10Q: 3 clusters Score -6493304 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -6493760.500000 Penalty: 3518.158691
	Iteration 11Q: 3 clusters Score -6493760 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -6494161.500000 Penalty: 3518.158691
	Iteration 12Q: 3 clusters Score -6494162 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -6494470.000000 Penalty: 3518.158691
	Iteration 13Q: 3 clusters Score -6494470 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -6494801.500000 Penalty: 3518.158691
	Iteration 14Q: 3 clusters Score -6494802 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -6495187.500000 Penalty: 3518.158691
	Iteration 15Q: 3 clusters Score -6495188 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -6495540.500000 Penalty: 3518.158691
	Iteration 16Q: 3 clusters Score -6495540 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -6495940.500000 Penalty: 3518.158691
	Iteration 17Q: 3 clusters Score -6495940 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -6496353.000000 Penalty: 3518.158691
	Iteration 18Q: 3 clusters Score -6496353 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -6496720.500000 Penalty: 3518.158691
	Iteration 19Q: 3 clusters Score -6496720 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -6497070.000000 Penalty: 3518.158691
	Iteration 20F: 3 clusters Score -6497070 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -6497407.500000 Penalty: 3518.158691
	Iteration 21Q: 3 clusters Score -6497408 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -6497665.000000 Penalty: 3518.158691
	Iteration 22Q: 3 clusters Score -6497665 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -6497875.500000 Penalty: 3518.158691
	Iteration 23Q: 3 clusters Score -6497876 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -6498039.500000 Penalty: 3518.158691
	Iteration 24Q: 3 clusters Score -6498040 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -6498190.500000 Penalty: 3518.158691
	Iteration 25Q: 3 clusters Score -6498190 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -6498312.000000 Penalty: 3518.158691
	Iteration 26Q: 3 clusters Score -6498312 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -6498423.500000 Penalty: 3518.158691
	Iteration 27Q: 3 clusters Score -6498424 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -6498526.500000 Penalty: 3518.158691
	Iteration 28Q: 3 clusters Score -6498526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -6498626.500000 Penalty: 3518.158691
	Iteration 29Q: 3 clusters Score -6498626 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -6498698.000000 Penalty: 3518.158691
	Iteration 30Q: 3 clusters Score -6498698 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -6498762.000000 Penalty: 3518.158691
	Iteration 31Q: 3 clusters Score -6498762 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -6498829.000000 Penalty: 3518.158691
	Iteration 32Q: 3 clusters Score -6498829 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -6498879.500000 Penalty: 3518.158691
	Iteration 33Q: 3 clusters Score -6498880 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -6498949.500000 Penalty: 3518.158691
	Iteration 34Q: 3 clusters Score -6498950 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -6499005.500000 Penalty: 3518.158691
	Iteration 35Q: 3 clusters Score -6499006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -6499068.500000 Penalty: 3518.158691
	Iteration 36Q: 3 clusters Score -6499068 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6499098.500000 Penalty: 3518.158691
	Iteration 37Q: 3 clusters Score -6499098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6499146.000000 Penalty: 3518.158691
	Iteration 38Q: 3 clusters Score -6499146 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -6499181.000000 Penalty: 3518.158691
	Iteration 39Q: 3 clusters Score -6499181 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6499221.000000 Penalty: 3518.158691
	Iteration 40F: 3 clusters Score -6499221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -6499264.000000 Penalty: 3518.158691
	Iteration 41Q: 3 clusters Score -6499264 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -6499292.500000 Penalty: 3518.158691
	Iteration 42Q: 3 clusters Score -6499292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6499329.000000 Penalty: 3518.158691
	Iteration 43Q: 3 clusters Score -6499329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -6499341.000000 Penalty: 3518.158691
	Iteration 44Q: 3 clusters Score -6499341 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6499376.000000 Penalty: 3518.158691
	Iteration 45Q: 3 clusters Score -6499376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -6499391.500000 Penalty: 3518.158691
	Iteration 46Q: 3 clusters Score -6499392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -6499411.500000 Penalty: 3518.158691
	Iteration 47Q: 3 clusters Score -6499412 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -6499408.000000 Penalty: 3518.158691
	Iteration 48Q: 3 clusters Score -6499408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -6499437.500000 Penalty: 3518.158691
	Iteration 49Q: 3 clusters Score -6499438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -6499467.500000 Penalty: 3518.158691
	Iteration 50Q: 3 clusters Score -6499468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -6499475.500000 Penalty: 3518.158691
	Iteration 51Q: 3 clusters Score -6499476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6499499.500000 Penalty: 3518.158691
	Iteration 52Q: 3 clusters Score -6499500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6499517.000000 Penalty: 3518.158691
	Iteration 53Q: 3 clusters Score -6499517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -6499522.000000 Penalty: 3518.158691
	Iteration 54Q: 3 clusters Score -6499522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -6499525.500000 Penalty: 3518.158691
	Iteration 55Q: 3 clusters Score -6499526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6499526.500000 Penalty: 3518.158691
	Iteration 56Q: 3 clusters Score -6499526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6499521.000000 Penalty: 3518.158691
	Iteration 57Q: 3 clusters Score -6499521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6499522.000000 Penalty: 3518.158691
	Iteration 58Q: 3 clusters Score -6499522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6499528.000000 Penalty: 3518.158691
	Iteration 59Q: 3 clusters Score -6499528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6499530.500000 Penalty: 3518.158691
	Iteration 60F: 3 clusters Score -6499530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -6499533.500000 Penalty: 3518.158691
	Iteration 61Q: 3 clusters Score -6499534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -6499526.000000 Penalty: 3518.158691
	Iteration 62Q: 3 clusters Score -6499526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -6499526.500000 Penalty: 3518.158691
	Iteration 63Q: 3 clusters Score -6499526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -6499531.000000 Penalty: 3518.158691
	Iteration 64Q: 3 clusters Score -6499531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6499531.500000 Penalty: 3518.158691
	Iteration 65Q: 3 clusters Score -6499532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -6499534.000000 Penalty: 3518.158691
	Iteration 66Q: 3 clusters Score -6499534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -6499534.000000 Penalty: 3518.158691
	Iteration 67F: 3 clusters Score -6499534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -25605.273438 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -25605.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24831.003906 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -24831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25001.675781 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -25001.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25085.556641 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -25085.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25106.068359 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -25106.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25110.787109 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -25110.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25119.681641 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -25119.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25160.732422 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -25160.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25220.048828 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -25220.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25316.980469 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -25316.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25338.720703 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -25338.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25348.474609 Penalty: 1817.070801
	Iteration 10Q: 3 clusters Score -25348.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25353.406250 Penalty: 1817.070801
	Iteration 11Q: 3 clusters Score -25353.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25359.347656 Penalty: 1817.070801
	Iteration 12Q: 3 clusters Score -25359.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25359.347656 Penalty: 1817.070801
	Iteration 13F: 3 clusters Score -25359.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 114434 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17871 members 
Mstep: Class 15 contains 83160 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60291 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50267 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 159Q: 28 clusters Score -5.977943e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 114454 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34562 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17874 members 
Mstep: Class 15 contains 83162 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60290 members 
Mstep: Class 24 contains 6870 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50231 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779432.000000 Penalty: 57374.648438
Iteration 160F: 28 clusters Score -5.977943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 114473 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17877 members 
Mstep: Class 15 contains 83164 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60289 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50193 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779472.000000 Penalty: 57374.648438
Iteration 161Q: 28 clusters Score -5.977947e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 114501 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17878 members 
Mstep: Class 15 contains 83171 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60284 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50149 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779528.000000 Penalty: 57374.648438
Iteration 162Q: 28 clusters Score -5.977953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 114523 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34563 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17879 members 
Mstep: Class 15 contains 83171 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60283 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50118 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779504.000000 Penalty: 57374.648438
Iteration 163Q: 28 clusters Score -5.97795e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 114533 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34564 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17883 members 
Mstep: Class 15 contains 83170 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60284 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50094 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779520.000000 Penalty: 57374.648438
Iteration 164Q: 28 clusters Score -5.977952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 114540 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34567 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17886 members 
Mstep: Class 15 contains 83171 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60286 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50064 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779536.000000 Penalty: 57374.648438
Iteration 165Q: 28 clusters Score -5.977954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 114553 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34569 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17891 members 
Mstep: Class 15 contains 83172 members 
Mstep: Class 16 contains 22343 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60287 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 50028 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779500.000000 Penalty: 57374.648438
Iteration 166Q: 28 clusters Score -5.97795e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 114559 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12212 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17896 members 
Mstep: Class 15 contains 83174 members 
Mstep: Class 16 contains 22343 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60287 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49989 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779536.000000 Penalty: 57374.648438
Iteration 167Q: 28 clusters Score -5.977954e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 114567 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12213 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17897 members 
Mstep: Class 15 contains 83174 members 
Mstep: Class 16 contains 22343 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60287 members 
Mstep: Class 24 contains 6871 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49962 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779512.000000 Penalty: 57374.648438
Iteration 168Q: 28 clusters Score -5.977951e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 114572 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17894 members 
Mstep: Class 15 contains 83174 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60287 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49929 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779540.000000 Penalty: 57374.648438
Iteration 169Q: 28 clusters Score -5.977954e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 114580 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17896 members 
Mstep: Class 15 contains 83175 members 
Mstep: Class 16 contains 22342 members 
Mstep: Class 17 contains 7129 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60289 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49895 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779448.000000 Penalty: 57374.648438
Iteration 170Q: 28 clusters Score -5.977945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 114587 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34569 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17899 members 
Mstep: Class 15 contains 83178 members 
Mstep: Class 16 contains 22342 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60289 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49858 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779420.000000 Penalty: 57374.648438
Iteration 171Q: 28 clusters Score -5.977942e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 114592 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34570 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17896 members 
Mstep: Class 15 contains 83183 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60290 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49826 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779452.000000 Penalty: 57374.648438
Iteration 172Q: 28 clusters Score -5.977945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 114592 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34571 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17901 members 
Mstep: Class 15 contains 83186 members 
Mstep: Class 16 contains 22343 members 
Mstep: Class 17 contains 7127 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60289 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49803 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 173Q: 28 clusters Score -5.977943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 114591 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34571 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17906 members 
Mstep: Class 15 contains 83189 members 
Mstep: Class 16 contains 22342 members 
Mstep: Class 17 contains 7125 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60288 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49778 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779472.000000 Penalty: 57374.648438
Iteration 174Q: 28 clusters Score -5.977947e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 114596 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34571 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 83191 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60284 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49763 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779416.000000 Penalty: 57374.648438
Iteration 175Q: 28 clusters Score -5.977942e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 114598 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34571 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 83189 members 
Mstep: Class 16 contains 22343 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60285 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49744 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779412.000000 Penalty: 57374.648438
Iteration 176Q: 28 clusters Score -5.977941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 114600 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17907 members 
Mstep: Class 15 contains 83189 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60284 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49728 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779416.000000 Penalty: 57374.648438
Iteration 177Q: 28 clusters Score -5.977942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 114597 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17908 members 
Mstep: Class 15 contains 83191 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60289 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49706 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779444.000000 Penalty: 57374.648438
Iteration 178Q: 28 clusters Score -5.977944e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 114597 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 83193 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60289 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49682 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779444.000000 Penalty: 57374.648438
Iteration 179Q: 28 clusters Score -5.977944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 114603 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17986 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17911 members 
Mstep: Class 15 contains 83196 members 
Mstep: Class 16 contains 22345 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60286 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49662 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779448.000000 Penalty: 57374.648438
Iteration 180F: 28 clusters Score -5.977945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 114611 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17915 members 
Mstep: Class 15 contains 83196 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60290 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49634 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779432.000000 Penalty: 57374.648438
Iteration 181Q: 28 clusters Score -5.977943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 114618 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17919 members 
Mstep: Class 15 contains 83199 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60293 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49608 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 182Q: 28 clusters Score -5.977943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 114630 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34572 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17920 members 
Mstep: Class 15 contains 83203 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60291 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49587 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 183Q: 28 clusters Score -5.977943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 114640 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17922 members 
Mstep: Class 15 contains 83203 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60291 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49566 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779436.000000 Penalty: 57374.648438
Iteration 184Q: 28 clusters Score -5.977944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 114648 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 83208 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60293 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49540 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779416.000000 Penalty: 57374.648438
Iteration 185Q: 28 clusters Score -5.977942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 114653 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34574 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10391 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17926 members 
Mstep: Class 15 contains 83211 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60293 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49519 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779396.000000 Penalty: 57374.648438
Iteration 186Q: 28 clusters Score -5.97794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 114661 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 83211 members 
Mstep: Class 16 contains 22353 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60292 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49499 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779432.000000 Penalty: 57374.648438
Iteration 187Q: 28 clusters Score -5.977943e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 114666 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17932 members 
Mstep: Class 15 contains 83214 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60292 members 
Mstep: Class 24 contains 6869 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49476 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779440.000000 Penalty: 57374.648438
Iteration 188Q: 28 clusters Score -5.977944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 114673 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7338 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10392 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17933 members 
Mstep: Class 15 contains 83217 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6830 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60297 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779388.000000 Penalty: 57374.648438
Iteration 189Q: 28 clusters Score -5.977939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 114682 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7339 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12215 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 17936 members 
Mstep: Class 15 contains 83218 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6828 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60301 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49426 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779392.000000 Penalty: 57374.648438
Iteration 190Q: 28 clusters Score -5.977939e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 114684 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 17939 members 
Mstep: Class 15 contains 83219 members 
Mstep: Class 16 contains 22356 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60303 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49407 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779416.000000 Penalty: 57374.648438
Iteration 191Q: 28 clusters Score -5.977942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 114682 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 17941 members 
Mstep: Class 15 contains 83221 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6828 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60308 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49391 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779392.000000 Penalty: 57374.648438
Iteration 192Q: 28 clusters Score -5.977939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 114685 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34574 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17947 members 
Mstep: Class 15 contains 83221 members 
Mstep: Class 16 contains 22355 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60311 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49378 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779384.000000 Penalty: 57374.648438
Iteration 193Q: 28 clusters Score -5.977938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 114685 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34574 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17948 members 
Mstep: Class 15 contains 83223 members 
Mstep: Class 16 contains 22353 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60313 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49374 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779400.000000 Penalty: 57374.648438
Iteration 194Q: 28 clusters Score -5.97794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 114689 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34574 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 83224 members 
Mstep: Class 16 contains 22353 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60312 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49367 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779388.000000 Penalty: 57374.648438
Iteration 195Q: 28 clusters Score -5.977939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 114690 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34575 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17956 members 
Mstep: Class 15 contains 83224 members 
Mstep: Class 16 contains 22351 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60314 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49359 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779400.000000 Penalty: 57374.648438
Iteration 196Q: 28 clusters Score -5.97794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 114690 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34575 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17963 members 
Mstep: Class 15 contains 83225 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7120 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60315 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49351 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779404.000000 Penalty: 57374.648438
Iteration 197Q: 28 clusters Score -5.97794e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 114692 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34575 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17969 members 
Mstep: Class 15 contains 83229 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60313 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49342 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779396.000000 Penalty: 57374.648438
Iteration 198Q: 28 clusters Score -5.97794e+07 nChanged 14
Entering ConstructFrom: 
Score: -59779396.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (12760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Entering Unmasked Estep 
Score: -1662376.625000 Penalty: 1536.286377
	Iteration 0F: 2 clusters Score -1662377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1653414.750000 Penalty: 3072.572754
	Iteration 0F: 3 clusters Score -1653415 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1656368.625000 Penalty: 3072.572754
	Iteration 1F: 3 clusters Score -1656369 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1656606.000000 Penalty: 3072.572754
	Iteration 2F: 3 clusters Score -1656606 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1656814.000000 Penalty: 3072.572754
	Iteration 3Q: 3 clusters Score -1656814 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1656980.750000 Penalty: 3072.572754
	Iteration 4Q: 3 clusters Score -1656981 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1657141.250000 Penalty: 3072.572754
	Iteration 5Q: 3 clusters Score -1657141 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1657331.750000 Penalty: 3072.572754
	Iteration 6Q: 3 clusters Score -1657332 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1657591.375000 Penalty: 3072.572754
	Iteration 7Q: 3 clusters Score -1657591 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1657969.500000 Penalty: 3072.572754
	Iteration 8F: 3 clusters Score -1657970 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1658536.000000 Penalty: 3072.572754
	Iteration 9F: 3 clusters Score -1658536 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1659212.875000 Penalty: 3072.572754
	Iteration 10F: 3 clusters Score -1659213 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1659821.375000 Penalty: 3072.572754
	Iteration 11F: 3 clusters Score -1659821 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1660288.875000 Penalty: 3072.572754
	Iteration 12Q: 3 clusters Score -1660289 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1660620.375000 Penalty: 3072.572754
	Iteration 13Q: 3 clusters Score -1660620 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1660784.750000 Penalty: 3072.572754
	Iteration 14Q: 3 clusters Score -1660785 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1660872.375000 Penalty: 3072.572754
	Iteration 15Q: 3 clusters Score -1660872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1660916.500000 Penalty: 3072.572754
	Iteration 16Q: 3 clusters Score -1660916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1660952.750000 Penalty: 3072.572754
	Iteration 17Q: 3 clusters Score -1660953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1660983.625000 Penalty: 3072.572754
	Iteration 18Q: 3 clusters Score -1660984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1661012.250000 Penalty: 3072.572754
	Iteration 19Q: 3 clusters Score -1661012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1661027.000000 Penalty: 3072.572754
	Iteration 20F: 3 clusters Score -1661027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1661027.000000 Penalty: 3072.572754
	Iteration 21Q: 3 clusters Score -1661027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1661030.375000 Penalty: 3072.572754
	Iteration 22Q: 3 clusters Score -1661030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1661030.375000 Penalty: 3072.572754
	Iteration 23F: 3 clusters Score -1661030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (114694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Entering Unmasked Estep 
Score: -14834183.000000 Penalty: 1893.128662
	Iteration 0F: 2 clusters Score -1.483418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 57701 members 
Entering Unmasked Estep 
Score: -14762502.000000 Penalty: 3786.257324
	Iteration 0F: 3 clusters Score -1.47625e+07 nChanged 55257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -14794979.000000 Penalty: 3786.257324
	Iteration 1F: 3 clusters Score -1.479498e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -14796497.000000 Penalty: 3786.257324
	Iteration 2Q: 3 clusters Score -1.47965e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -14799032.000000 Penalty: 3786.257324
	Iteration 3F: 3 clusters Score -1.479903e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 78768 members 
Entering Unmasked Estep 
Score: -14803235.000000 Penalty: 3786.257324
	Iteration 4F: 3 clusters Score -1.480324e+07 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 87776 members 
Entering Unmasked Estep 
Score: -14809472.000000 Penalty: 3786.257324
	Iteration 5F: 3 clusters Score -1.480947e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 97146 members 
Entering Unmasked Estep 
Score: -14817045.000000 Penalty: 3786.257324
	Iteration 6F: 3 clusters Score -1.481704e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -14823573.000000 Penalty: 3786.257324
	Iteration 7F: 3 clusters Score -1.482357e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 109746 members 
Entering Unmasked Estep 
Score: -14828082.000000 Penalty: 3786.257324
	Iteration 8Q: 3 clusters Score -1.482808e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 112348 members 
Entering Unmasked Estep 
Score: -14830531.000000 Penalty: 3786.257324
	Iteration 9Q: 3 clusters Score -1.483053e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 113542 members 
Entering Unmasked Estep 
Score: -14831580.000000 Penalty: 3786.257324
	Iteration 10Q: 3 clusters Score -1.483158e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 114004 members 
Entering Unmasked Estep 
Score: -14832014.000000 Penalty: 3786.257324
	Iteration 11Q: 3 clusters Score -1.483201e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -14832192.000000 Penalty: 3786.257324
	Iteration 12Q: 3 clusters Score -1.483219e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 114222 members 
Entering Unmasked Estep 
Score: -14832274.000000 Penalty: 3786.257324
	Iteration 13Q: 3 clusters Score -1.483227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 114258 members 
Entering Unmasked Estep 
Score: -14832337.000000 Penalty: 3786.257324
	Iteration 14Q: 3 clusters Score -1.483234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 114290 members 
Entering Unmasked Estep 
Score: -14832391.000000 Penalty: 3786.257324
	Iteration 15Q: 3 clusters Score -1.483239e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 114311 members 
Entering Unmasked Estep 
Score: -14832428.000000 Penalty: 3786.257324
	Iteration 16Q: 3 clusters Score -1.483243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -14832440.000000 Penalty: 3786.257324
	Iteration 17Q: 3 clusters Score -1.483244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -14832440.000000 Penalty: 3786.257324
	Iteration 18Q: 3 clusters Score -1.483244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -14832455.000000 Penalty: 3786.257324
	Iteration 19Q: 3 clusters Score -1.483246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 114348 members 
Entering Unmasked Estep 
Score: -14832459.000000 Penalty: 3786.257324
	Iteration 20F: 3 clusters Score -1.483246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -14832452.000000 Penalty: 3786.257324
	Iteration 21Q: 3 clusters Score -1.483245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -14832455.000000 Penalty: 3786.257324
	Iteration 22Q: 3 clusters Score -1.483246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -14832452.000000 Penalty: 3786.257324
	Iteration 23Q: 3 clusters Score -1.483245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 114356 members 
Entering Unmasked Estep 
Score: -14832459.000000 Penalty: 3786.257324
	Iteration 24Q: 3 clusters Score -1.483246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 114358 members 
Entering Unmasked Estep 
Score: -14832461.000000 Penalty: 3786.257324
	Iteration 25Q: 3 clusters Score -1.483246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -14832455.000000 Penalty: 3786.257324
	Iteration 26Q: 3 clusters Score -1.483246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -14832455.000000 Penalty: 3786.257324
	Iteration 27F: 3 clusters Score -1.483246e+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: -45460.179688 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -45460.18 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 213 members 
Entering Unmasked Estep 
Score: -44491.261719 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -44491.26 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44672.527344 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -44672.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44737.582031 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -44737.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44825.148438 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -44825.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44858.199219 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -44858.2 nChanged 11
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: -44874.613281 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -44874.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44879.246094 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -44879.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44884.652344 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -44884.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44886.968750 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -44886.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44887.832031 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -44887.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44887.832031 Penalty: 1969.214966
	Iteration 10F: 3 clusters Score -44887.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -271058.281250 Penalty: 1252.908325
	Iteration 0F: 2 clusters Score -271058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -268833.625000 Penalty: 2505.816650
	Iteration 0F: 3 clusters Score -268833.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -269349.312500 Penalty: 2505.816650
	Iteration 1F: 3 clusters Score -269349.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -269487.062500 Penalty: 2505.816650
	Iteration 2F: 3 clusters Score -269487.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -269560.125000 Penalty: 2505.816650
	Iteration 3F: 3 clusters Score -269560.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -269599.218750 Penalty: 2505.816650
	Iteration 4Q: 3 clusters Score -269599.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -269616.343750 Penalty: 2505.816650
	Iteration 5Q: 3 clusters Score -269616.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -269624.062500 Penalty: 2505.816650
	Iteration 6Q: 3 clusters Score -269624.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -269631.312500 Penalty: 2505.816650
	Iteration 7Q: 3 clusters Score -269631.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -269636.843750 Penalty: 2505.816650
	Iteration 8Q: 3 clusters Score -269636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -269641.968750 Penalty: 2505.816650
	Iteration 9Q: 3 clusters Score -269642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -269651.343750 Penalty: 2505.816650
	Iteration 10Q: 3 clusters Score -269651.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269659.125000 Penalty: 2505.816650
	Iteration 11Q: 3 clusters Score -269659.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269665.000000 Penalty: 2505.816650
	Iteration 12Q: 3 clusters Score -269665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -269671.531250 Penalty: 2505.816650
	Iteration 13Q: 3 clusters Score -269671.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269675.812500 Penalty: 2505.816650
	Iteration 14Q: 3 clusters Score -269675.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269680.906250 Penalty: 2505.816650
	Iteration 15Q: 3 clusters Score -269680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269684.812500 Penalty: 2505.816650
	Iteration 16Q: 3 clusters Score -269684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269690.000000 Penalty: 2505.816650
	Iteration 17Q: 3 clusters Score -269690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269693.843750 Penalty: 2505.816650
	Iteration 18Q: 3 clusters Score -269693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269698.937500 Penalty: 2505.816650
	Iteration 19Q: 3 clusters Score -269698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269704.625000 Penalty: 2505.816650
	Iteration 20F: 3 clusters Score -269704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269708.531250 Penalty: 2505.816650
	Iteration 21Q: 3 clusters Score -269708.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269710.968750 Penalty: 2505.816650
	Iteration 22Q: 3 clusters Score -269711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269712.875000 Penalty: 2505.816650
	Iteration 23Q: 3 clusters Score -269712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269714.312500 Penalty: 2505.816650
	Iteration 24Q: 3 clusters Score -269714.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269718.062500 Penalty: 2505.816650
	Iteration 25Q: 3 clusters Score -269718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269719.812500 Penalty: 2505.816650
	Iteration 26Q: 3 clusters Score -269719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269720.000000 Penalty: 2505.816650
	Iteration 27Q: 3 clusters Score -269720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -269720.000000 Penalty: 2505.816650
	Iteration 28F: 3 clusters Score -269720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Entering Unmasked Estep 
Score: -2247706.250000 Penalty: 1592.078247
	Iteration 0F: 2 clusters Score -2247706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2235449.500000 Penalty: 3184.156494
	Iteration 0F: 3 clusters Score -2235450 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2239767.750000 Penalty: 3184.156494
	Iteration 1F: 3 clusters Score -2239768 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2240093.250000 Penalty: 3184.156494
	Iteration 2F: 3 clusters Score -2240093 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2240400.000000 Penalty: 3184.156494
	Iteration 3Q: 3 clusters Score -2240400 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2240741.000000 Penalty: 3184.156494
	Iteration 4Q: 3 clusters Score -2240741 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2241111.750000 Penalty: 3184.156494
	Iteration 5Q: 3 clusters Score -2241112 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2241536.000000 Penalty: 3184.156494
	Iteration 6Q: 3 clusters Score -2241536 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2241970.250000 Penalty: 3184.156494
	Iteration 7Q: 3 clusters Score -2241970 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2242476.250000 Penalty: 3184.156494
	Iteration 8Q: 3 clusters Score -2242476 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2242990.000000 Penalty: 3184.156494
	Iteration 9Q: 3 clusters Score -2242990 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2243456.000000 Penalty: 3184.156494
	Iteration 10Q: 3 clusters Score -2243456 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2243832.000000 Penalty: 3184.156494
	Iteration 11Q: 3 clusters Score -2243832 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2244124.500000 Penalty: 3184.156494
	Iteration 12Q: 3 clusters Score -2244124 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2244336.750000 Penalty: 3184.156494
	Iteration 13Q: 3 clusters Score -2244337 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2244479.000000 Penalty: 3184.156494
	Iteration 14Q: 3 clusters Score -2244479 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2244633.500000 Penalty: 3184.156494
	Iteration 15Q: 3 clusters Score -2244634 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2244743.500000 Penalty: 3184.156494
	Iteration 16Q: 3 clusters Score -2244744 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2244852.500000 Penalty: 3184.156494
	Iteration 17Q: 3 clusters Score -2244852 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2244937.500000 Penalty: 3184.156494
	Iteration 18Q: 3 clusters Score -2244938 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2245030.250000 Penalty: 3184.156494
	Iteration 19Q: 3 clusters Score -2245030 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2245099.000000 Penalty: 3184.156494
	Iteration 20F: 3 clusters Score -2245099 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2245160.250000 Penalty: 3184.156494
	Iteration 21Q: 3 clusters Score -2245160 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2245202.000000 Penalty: 3184.156494
	Iteration 22Q: 3 clusters Score -2245202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2245252.250000 Penalty: 3184.156494
	Iteration 23Q: 3 clusters Score -2245252 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2245302.250000 Penalty: 3184.156494
	Iteration 24Q: 3 clusters Score -2245302 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2245344.500000 Penalty: 3184.156494
	Iteration 25Q: 3 clusters Score -2245344 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2245398.000000 Penalty: 3184.156494
	Iteration 26Q: 3 clusters Score -2245398 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2245436.750000 Penalty: 3184.156494
	Iteration 27Q: 3 clusters Score -2245437 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2245474.500000 Penalty: 3184.156494
	Iteration 28Q: 3 clusters Score -2245474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2245531.000000 Penalty: 3184.156494
	Iteration 29Q: 3 clusters Score -2245531 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2245567.250000 Penalty: 3184.156494
	Iteration 30Q: 3 clusters Score -2245567 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2245608.000000 Penalty: 3184.156494
	Iteration 31Q: 3 clusters Score -2245608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2245637.500000 Penalty: 3184.156494
	Iteration 32Q: 3 clusters Score -2245638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2245662.000000 Penalty: 3184.156494
	Iteration 33Q: 3 clusters Score -2245662 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2245700.250000 Penalty: 3184.156494
	Iteration 34Q: 3 clusters Score -2245700 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2245734.500000 Penalty: 3184.156494
	Iteration 35Q: 3 clusters Score -2245734 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2245772.500000 Penalty: 3184.156494
	Iteration 36Q: 3 clusters Score -2245772 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2245801.500000 Penalty: 3184.156494
	Iteration 37Q: 3 clusters Score -2245802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2245826.250000 Penalty: 3184.156494
	Iteration 38Q: 3 clusters Score -2245826 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2245847.500000 Penalty: 3184.156494
	Iteration 39Q: 3 clusters Score -2245848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2245859.750000 Penalty: 3184.156494
	Iteration 40F: 3 clusters Score -2245860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2245876.750000 Penalty: 3184.156494
	Iteration 41Q: 3 clusters Score -2245877 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2245901.500000 Penalty: 3184.156494
	Iteration 42Q: 3 clusters Score -2245902 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2245936.500000 Penalty: 3184.156494
	Iteration 43Q: 3 clusters Score -2245936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2245963.250000 Penalty: 3184.156494
	Iteration 44Q: 3 clusters Score -2245963 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2245988.750000 Penalty: 3184.156494
	Iteration 45Q: 3 clusters Score -2245989 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2246018.750000 Penalty: 3184.156494
	Iteration 46Q: 3 clusters Score -2246019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2246035.250000 Penalty: 3184.156494
	Iteration 47Q: 3 clusters Score -2246035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2246063.750000 Penalty: 3184.156494
	Iteration 48Q: 3 clusters Score -2246064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2246098.500000 Penalty: 3184.156494
	Iteration 49Q: 3 clusters Score -2246098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2246143.750000 Penalty: 3184.156494
	Iteration 50Q: 3 clusters Score -2246144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2246162.250000 Penalty: 3184.156494
	Iteration 51Q: 3 clusters Score -2246162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2246181.750000 Penalty: 3184.156494
	Iteration 52Q: 3 clusters Score -2246182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2246200.000000 Penalty: 3184.156494
	Iteration 53Q: 3 clusters Score -2246200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2246216.500000 Penalty: 3184.156494
	Iteration 54Q: 3 clusters Score -2246216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2246230.250000 Penalty: 3184.156494
	Iteration 55Q: 3 clusters Score -2246230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2246248.750000 Penalty: 3184.156494
	Iteration 56Q: 3 clusters Score -2246249 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2246252.750000 Penalty: 3184.156494
	Iteration 57Q: 3 clusters Score -2246253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2246272.500000 Penalty: 3184.156494
	Iteration 58Q: 3 clusters Score -2246272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2246287.250000 Penalty: 3184.156494
	Iteration 59Q: 3 clusters Score -2246287 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2246300.500000 Penalty: 3184.156494
	Iteration 60F: 3 clusters Score -2246300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2246323.250000 Penalty: 3184.156494
	Iteration 61Q: 3 clusters Score -2246323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2246343.750000 Penalty: 3184.156494
	Iteration 62Q: 3 clusters Score -2246344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2246357.000000 Penalty: 3184.156494
	Iteration 63Q: 3 clusters Score -2246357 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2246371.000000 Penalty: 3184.156494
	Iteration 64Q: 3 clusters Score -2246371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2246383.750000 Penalty: 3184.156494
	Iteration 65Q: 3 clusters Score -2246384 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2246408.750000 Penalty: 3184.156494
	Iteration 66Q: 3 clusters Score -2246409 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2246432.000000 Penalty: 3184.156494
	Iteration 67Q: 3 clusters Score -2246432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2246446.750000 Penalty: 3184.156494
	Iteration 68Q: 3 clusters Score -2246447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2246454.750000 Penalty: 3184.156494
	Iteration 69Q: 3 clusters Score -2246455 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2246465.250000 Penalty: 3184.156494
	Iteration 70Q: 3 clusters Score -2246465 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2246468.000000 Penalty: 3184.156494
	Iteration 71Q: 3 clusters Score -2246468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2246471.000000 Penalty: 3184.156494
	Iteration 72Q: 3 clusters Score -2246471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2246478.250000 Penalty: 3184.156494
	Iteration 73Q: 3 clusters Score -2246478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2246477.500000 Penalty: 3184.156494
	Iteration 74Q: 3 clusters Score -2246478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2246477.500000 Penalty: 3184.156494
	Iteration 75Q: 3 clusters Score -2246478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2246482.500000 Penalty: 3184.156494
	Iteration 76Q: 3 clusters Score -2246482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2246482.250000 Penalty: 3184.156494
	Iteration 77Q: 3 clusters Score -2246482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2246482.750000 Penalty: 3184.156494
	Iteration 78Q: 3 clusters Score -2246483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2246486.750000 Penalty: 3184.156494
	Iteration 79Q: 3 clusters Score -2246487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2246480.250000 Penalty: 3184.156494
	Iteration 80F: 3 clusters Score -2246480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2246485.000000 Penalty: 3184.156494
	Iteration 81Q: 3 clusters Score -2246485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2246481.750000 Penalty: 3184.156494
	Iteration 82Q: 3 clusters Score -2246482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2246487.750000 Penalty: 3184.156494
	Iteration 83Q: 3 clusters Score -2246488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2246484.000000 Penalty: 3184.156494
	Iteration 84Q: 3 clusters Score -2246484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2246483.750000 Penalty: 3184.156494
	Iteration 85Q: 3 clusters Score -2246484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2246486.000000 Penalty: 3184.156494
	Iteration 86Q: 3 clusters Score -2246486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2246487.500000 Penalty: 3184.156494
	Iteration 87Q: 3 clusters Score -2246488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2246485.750000 Penalty: 3184.156494
	Iteration 88Q: 3 clusters Score -2246486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2246485.000000 Penalty: 3184.156494
	Iteration 89Q: 3 clusters Score -2246485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2246483.750000 Penalty: 3184.156494
	Iteration 90Q: 3 clusters Score -2246484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2246483.750000 Penalty: 3184.156494
	Iteration 91F: 3 clusters Score -2246484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -73750.476562 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -73750.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72598.515625 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -72598.52 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73017.281250 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -73017.28 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -73182.375000 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -73182.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73285.859375 Penalty: 2134.625244
	Iteration 3F: 3 clusters Score -73285.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73316.476562 Penalty: 2134.625244
	Iteration 4Q: 3 clusters Score -73316.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73348.835938 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -73348.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73369.773438 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -73369.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73388.835938 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -73388.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -73396.570312 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -73396.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73409.328125 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -73409.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73426.257812 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -73426.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73433.585938 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -73433.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -73434.882812 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -73434.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73435.859375 Penalty: 2134.625244
	Iteration 13Q: 3 clusters Score -73435.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73437.164062 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -73437.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73437.164062 Penalty: 2134.625244
	Iteration 15F: 3 clusters Score -73437.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -921889.375000 Penalty: 1446.427856
	Iteration 0F: 2 clusters Score -921889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -916405.437500 Penalty: 2892.855713
	Iteration 0F: 3 clusters Score -916405.4 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -918039.187500 Penalty: 2892.855713
	Iteration 1F: 3 clusters Score -918039.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -918306.562500 Penalty: 2892.855713
	Iteration 2F: 3 clusters Score -918306.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -918505.500000 Penalty: 2892.855713
	Iteration 3F: 3 clusters Score -918505.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -918709.937500 Penalty: 2892.855713
	Iteration 4Q: 3 clusters Score -918709.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -918919.562500 Penalty: 2892.855713
	Iteration 5Q: 3 clusters Score -918919.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -919118.937500 Penalty: 2892.855713
	Iteration 6Q: 3 clusters Score -919118.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -919310.750000 Penalty: 2892.855713
	Iteration 7Q: 3 clusters Score -919310.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -919491.437500 Penalty: 2892.855713
	Iteration 8Q: 3 clusters Score -919491.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -919663.875000 Penalty: 2892.855713
	Iteration 9Q: 3 clusters Score -919663.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -919828.375000 Penalty: 2892.855713
	Iteration 10Q: 3 clusters Score -919828.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -919944.250000 Penalty: 2892.855713
	Iteration 11Q: 3 clusters Score -919944.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -920035.812500 Penalty: 2892.855713
	Iteration 12Q: 3 clusters Score -920035.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -920118.125000 Penalty: 2892.855713
	Iteration 13Q: 3 clusters Score -920118.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -920182.125000 Penalty: 2892.855713
	Iteration 14Q: 3 clusters Score -920182.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -920236.500000 Penalty: 2892.855713
	Iteration 15Q: 3 clusters Score -920236.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -920283.500000 Penalty: 2892.855713
	Iteration 16Q: 3 clusters Score -920283.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -920317.500000 Penalty: 2892.855713
	Iteration 17Q: 3 clusters Score -920317.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -920352.250000 Penalty: 2892.855713
	Iteration 18Q: 3 clusters Score -920352.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -920386.812500 Penalty: 2892.855713
	Iteration 19Q: 3 clusters Score -920386.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -920413.937500 Penalty: 2892.855713
	Iteration 20F: 3 clusters Score -920413.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -920438.187500 Penalty: 2892.855713
	Iteration 21Q: 3 clusters Score -920438.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -920455.125000 Penalty: 2892.855713
	Iteration 22Q: 3 clusters Score -920455.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -920475.687500 Penalty: 2892.855713
	Iteration 23Q: 3 clusters Score -920475.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -920496.937500 Penalty: 2892.855713
	Iteration 24Q: 3 clusters Score -920496.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -920516.375000 Penalty: 2892.855713
	Iteration 25Q: 3 clusters Score -920516.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -920528.562500 Penalty: 2892.855713
	Iteration 26Q: 3 clusters Score -920528.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -920538.125000 Penalty: 2892.855713
	Iteration 27Q: 3 clusters Score -920538.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -920550.625000 Penalty: 2892.855713
	Iteration 28Q: 3 clusters Score -920550.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -920564.687500 Penalty: 2892.855713
	Iteration 29Q: 3 clusters Score -920564.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -920570.562500 Penalty: 2892.855713
	Iteration 30Q: 3 clusters Score -920570.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -920576.875000 Penalty: 2892.855713
	Iteration 31Q: 3 clusters Score -920576.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -920584.562500 Penalty: 2892.855713
	Iteration 32Q: 3 clusters Score -920584.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -920593.312500 Penalty: 2892.855713
	Iteration 33Q: 3 clusters Score -920593.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -920596.125000 Penalty: 2892.855713
	Iteration 34Q: 3 clusters Score -920596.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -920603.187500 Penalty: 2892.855713
	Iteration 35Q: 3 clusters Score -920603.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -920607.062500 Penalty: 2892.855713
	Iteration 36Q: 3 clusters Score -920607.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -920615.937500 Penalty: 2892.855713
	Iteration 37Q: 3 clusters Score -920615.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -920625.125000 Penalty: 2892.855713
	Iteration 38Q: 3 clusters Score -920625.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -920635.250000 Penalty: 2892.855713
	Iteration 39Q: 3 clusters Score -920635.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -920645.062500 Penalty: 2892.855713
	Iteration 40F: 3 clusters Score -920645.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -920656.500000 Penalty: 2892.855713
	Iteration 41Q: 3 clusters Score -920656.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -920664.687500 Penalty: 2892.855713
	Iteration 42Q: 3 clusters Score -920664.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -920669.000000 Penalty: 2892.855713
	Iteration 43Q: 3 clusters Score -920669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -920673.062500 Penalty: 2892.855713
	Iteration 44Q: 3 clusters Score -920673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -920679.187500 Penalty: 2892.855713
	Iteration 45Q: 3 clusters Score -920679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -920685.437500 Penalty: 2892.855713
	Iteration 46Q: 3 clusters Score -920685.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -920687.062500 Penalty: 2892.855713
	Iteration 47Q: 3 clusters Score -920687.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -920693.625000 Penalty: 2892.855713
	Iteration 48Q: 3 clusters Score -920693.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -920698.000000 Penalty: 2892.855713
	Iteration 49Q: 3 clusters Score -920698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -920700.500000 Penalty: 2892.855713
	Iteration 50Q: 3 clusters Score -920700.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -920702.625000 Penalty: 2892.855713
	Iteration 51Q: 3 clusters Score -920702.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -920706.437500 Penalty: 2892.855713
	Iteration 52Q: 3 clusters Score -920706.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -920710.750000 Penalty: 2892.855713
	Iteration 53Q: 3 clusters Score -920710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -920714.812500 Penalty: 2892.855713
	Iteration 54Q: 3 clusters Score -920714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -920715.875000 Penalty: 2892.855713
	Iteration 55Q: 3 clusters Score -920715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -920717.812500 Penalty: 2892.855713
	Iteration 56Q: 3 clusters Score -920717.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -920718.187500 Penalty: 2892.855713
	Iteration 57Q: 3 clusters Score -920718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -920719.187500 Penalty: 2892.855713
	Iteration 58Q: 3 clusters Score -920719.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -920718.875000 Penalty: 2892.855713
	Iteration 59Q: 3 clusters Score -920718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -920721.062500 Penalty: 2892.855713
	Iteration 60F: 3 clusters Score -920721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -920723.375000 Penalty: 2892.855713
	Iteration 61Q: 3 clusters Score -920723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -920722.750000 Penalty: 2892.855713
	Iteration 62Q: 3 clusters Score -920722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -920722.375000 Penalty: 2892.855713
	Iteration 63Q: 3 clusters Score -920722.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -920723.687500 Penalty: 2892.855713
	Iteration 64Q: 3 clusters Score -920723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -920725.875000 Penalty: 2892.855713
	Iteration 65Q: 3 clusters Score -920725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -920728.625000 Penalty: 2892.855713
	Iteration 66Q: 3 clusters Score -920728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -920728.875000 Penalty: 2892.855713
	Iteration 67Q: 3 clusters Score -920728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -920731.187500 Penalty: 2892.855713
	Iteration 68Q: 3 clusters Score -920731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -920732.375000 Penalty: 2892.855713
	Iteration 69Q: 3 clusters Score -920732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -920733.437500 Penalty: 2892.855713
	Iteration 70Q: 3 clusters Score -920733.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -920734.250000 Penalty: 2892.855713
	Iteration 71Q: 3 clusters Score -920734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -920734.500000 Penalty: 2892.855713
	Iteration 72Q: 3 clusters Score -920734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -920734.750000 Penalty: 2892.855713
	Iteration 73Q: 3 clusters Score -920734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -920736.625000 Penalty: 2892.855713
	Iteration 74Q: 3 clusters Score -920736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -920736.250000 Penalty: 2892.855713
	Iteration 75Q: 3 clusters Score -920736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -920737.625000 Penalty: 2892.855713
	Iteration 76Q: 3 clusters Score -920737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -920737.625000 Penalty: 2892.855713
	Iteration 77F: 3 clusters Score -920737.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Entering Unmasked Estep 
Score: -4372310.000000 Penalty: 1698.273682
	Iteration 0F: 2 clusters Score -4372310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -4348979.500000 Penalty: 3396.547363
	Iteration 0F: 3 clusters Score -4348980 nChanged 16054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4358294.000000 Penalty: 3396.547363
	Iteration 1F: 3 clusters Score -4358294 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -4359179.500000 Penalty: 3396.547363
	Iteration 2F: 3 clusters Score -4359180 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4360523.500000 Penalty: 3396.547363
	Iteration 3F: 3 clusters Score -4360524 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4362275.000000 Penalty: 3396.547363
	Iteration 4F: 3 clusters Score -4362275 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4364428.000000 Penalty: 3396.547363
	Iteration 5F: 3 clusters Score -4364428 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4366659.000000 Penalty: 3396.547363
	Iteration 6F: 3 clusters Score -4366659 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -4368340.000000 Penalty: 3396.547363
	Iteration 7F: 3 clusters Score -4368340 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4369424.500000 Penalty: 3396.547363
	Iteration 8Q: 3 clusters Score -4369424 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4370091.000000 Penalty: 3396.547363
	Iteration 9Q: 3 clusters Score -4370091 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4370464.000000 Penalty: 3396.547363
	Iteration 10Q: 3 clusters Score -4370464 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4370646.500000 Penalty: 3396.547363
	Iteration 11Q: 3 clusters Score -4370646 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4370769.000000 Penalty: 3396.547363
	Iteration 12Q: 3 clusters Score -4370769 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4370844.000000 Penalty: 3396.547363
	Iteration 13Q: 3 clusters Score -4370844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4370932.500000 Penalty: 3396.547363
	Iteration 14Q: 3 clusters Score -4370932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4370990.000000 Penalty: 3396.547363
	Iteration 15Q: 3 clusters Score -4370990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4371028.500000 Penalty: 3396.547363
	Iteration 16Q: 3 clusters Score -4371028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4371053.000000 Penalty: 3396.547363
	Iteration 17Q: 3 clusters Score -4371053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4371068.500000 Penalty: 3396.547363
	Iteration 18Q: 3 clusters Score -4371068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4371095.500000 Penalty: 3396.547363
	Iteration 19Q: 3 clusters Score -4371096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4371103.000000 Penalty: 3396.547363
	Iteration 20F: 3 clusters Score -4371103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4371104.000000 Penalty: 3396.547363
	Iteration 21Q: 3 clusters Score -4371104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4371112.000000 Penalty: 3396.547363
	Iteration 22Q: 3 clusters Score -4371112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4371114.500000 Penalty: 3396.547363
	Iteration 23Q: 3 clusters Score -4371114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4371125.500000 Penalty: 3396.547363
	Iteration 24Q: 3 clusters Score -4371126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4371128.500000 Penalty: 3396.547363
	Iteration 25Q: 3 clusters Score -4371128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4371140.500000 Penalty: 3396.547363
	Iteration 26Q: 3 clusters Score -4371140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4371144.000000 Penalty: 3396.547363
	Iteration 27Q: 3 clusters Score -4371144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4371142.500000 Penalty: 3396.547363
	Iteration 28Q: 3 clusters Score -4371142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4371150.500000 Penalty: 3396.547363
	Iteration 29Q: 3 clusters Score -4371150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4371155.500000 Penalty: 3396.547363
	Iteration 30Q: 3 clusters Score -4371156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4371154.000000 Penalty: 3396.547363
	Iteration 31Q: 3 clusters Score -4371154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4371154.000000 Penalty: 3396.547363
	Iteration 32Q: 3 clusters Score -4371154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4371159.000000 Penalty: 3396.547363
	Iteration 33Q: 3 clusters Score -4371159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4371157.500000 Penalty: 3396.547363
	Iteration 34Q: 3 clusters Score -4371158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4371156.500000 Penalty: 3396.547363
	Iteration 35Q: 3 clusters Score -4371156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4371155.000000 Penalty: 3396.547363
	Iteration 36Q: 3 clusters Score -4371155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4371155.500000 Penalty: 3396.547363
	Iteration 37Q: 3 clusters Score -4371156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4371155.000000 Penalty: 3396.547363
	Iteration 38Q: 3 clusters Score -4371155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4371155.000000 Penalty: 3396.547363
	Iteration 39F: 3 clusters Score -4371155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -140526.234375 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -140526.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -138933.140625 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -138933.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139233.062500 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -139233.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139340.625000 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -139340.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139399.187500 Penalty: 2311.506348
	Iteration 3Q: 3 clusters Score -139399.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -139442.781250 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -139442.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139467.453125 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -139467.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -139486.218750 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -139486.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -139507.390625 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -139507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139519.062500 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -139519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139535.187500 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -139535.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -139547.265625 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -139547.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139550.640625 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -139550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139552.500000 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -139552.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -139552.500000 Penalty: 2311.506348
	Iteration 13F: 3 clusters Score -139552.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Entering Unmasked Estep 
Score: -1297539.750000 Penalty: 1502.959961
	Iteration 0F: 2 clusters Score -1297540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1290231.125000 Penalty: 3005.919922
	Iteration 0F: 3 clusters Score -1290231 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1292746.250000 Penalty: 3005.919922
	Iteration 1F: 3 clusters Score -1292746 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1293258.750000 Penalty: 3005.919922
	Iteration 2F: 3 clusters Score -1293259 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1293737.125000 Penalty: 3005.919922
	Iteration 3F: 3 clusters Score -1293737 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1294199.750000 Penalty: 3005.919922
	Iteration 4F: 3 clusters Score -1294200 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1294681.125000 Penalty: 3005.919922
	Iteration 5F: 3 clusters Score -1294681 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1295135.500000 Penalty: 3005.919922
	Iteration 6F: 3 clusters Score -1295136 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1295520.875000 Penalty: 3005.919922
	Iteration 7F: 3 clusters Score -1295521 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1295860.000000 Penalty: 3005.919922
	Iteration 8Q: 3 clusters Score -1295860 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1296125.000000 Penalty: 3005.919922
	Iteration 9Q: 3 clusters Score -1296125 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1296312.875000 Penalty: 3005.919922
	Iteration 10Q: 3 clusters Score -1296313 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1296432.875000 Penalty: 3005.919922
	Iteration 11Q: 3 clusters Score -1296433 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1296512.875000 Penalty: 3005.919922
	Iteration 12Q: 3 clusters Score -1296513 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1296562.250000 Penalty: 3005.919922
	Iteration 13Q: 3 clusters Score -1296562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1296596.375000 Penalty: 3005.919922
	Iteration 14Q: 3 clusters Score -1296596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1296618.125000 Penalty: 3005.919922
	Iteration 15Q: 3 clusters Score -1296618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1296639.375000 Penalty: 3005.919922
	Iteration 16Q: 3 clusters Score -1296639 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1296654.750000 Penalty: 3005.919922
	Iteration 17Q: 3 clusters Score -1296655 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1296671.625000 Penalty: 3005.919922
	Iteration 18Q: 3 clusters Score -1296672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1296692.625000 Penalty: 3005.919922
	Iteration 19Q: 3 clusters Score -1296693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1296717.250000 Penalty: 3005.919922
	Iteration 20F: 3 clusters Score -1296717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1296737.875000 Penalty: 3005.919922
	Iteration 21Q: 3 clusters Score -1296738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1296751.875000 Penalty: 3005.919922
	Iteration 22Q: 3 clusters Score -1296752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1296764.875000 Penalty: 3005.919922
	Iteration 23Q: 3 clusters Score -1296765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1296776.000000 Penalty: 3005.919922
	Iteration 24Q: 3 clusters Score -1296776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1296788.000000 Penalty: 3005.919922
	Iteration 25Q: 3 clusters Score -1296788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1296796.875000 Penalty: 3005.919922
	Iteration 26Q: 3 clusters Score -1296797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1296800.875000 Penalty: 3005.919922
	Iteration 27Q: 3 clusters Score -1296801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1296807.375000 Penalty: 3005.919922
	Iteration 28Q: 3 clusters Score -1296807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1296813.750000 Penalty: 3005.919922
	Iteration 29Q: 3 clusters Score -1296814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1296817.750000 Penalty: 3005.919922
	Iteration 30Q: 3 clusters Score -1296818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1296822.375000 Penalty: 3005.919922
	Iteration 31Q: 3 clusters Score -1296822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1296825.625000 Penalty: 3005.919922
	Iteration 32Q: 3 clusters Score -1296826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1296834.375000 Penalty: 3005.919922
	Iteration 33Q: 3 clusters Score -1296834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1296836.000000 Penalty: 3005.919922
	Iteration 34Q: 3 clusters Score -1296836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1296840.500000 Penalty: 3005.919922
	Iteration 35Q: 3 clusters Score -1296840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1296843.000000 Penalty: 3005.919922
	Iteration 36Q: 3 clusters Score -1296843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1296846.500000 Penalty: 3005.919922
	Iteration 37Q: 3 clusters Score -1296846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1296846.250000 Penalty: 3005.919922
	Iteration 38Q: 3 clusters Score -1296846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1296849.125000 Penalty: 3005.919922
	Iteration 39Q: 3 clusters Score -1296849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1296850.875000 Penalty: 3005.919922
	Iteration 40F: 3 clusters Score -1296851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1296851.625000 Penalty: 3005.919922
	Iteration 41Q: 3 clusters Score -1296852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1296852.625000 Penalty: 3005.919922
	Iteration 42Q: 3 clusters Score -1296853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1296851.000000 Penalty: 3005.919922
	Iteration 43Q: 3 clusters Score -1296851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1296853.625000 Penalty: 3005.919922
	Iteration 44Q: 3 clusters Score -1296854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1296851.750000 Penalty: 3005.919922
	Iteration 45Q: 3 clusters Score -1296852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1296854.250000 Penalty: 3005.919922
	Iteration 46Q: 3 clusters Score -1296854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1296855.875000 Penalty: 3005.919922
	Iteration 47Q: 3 clusters Score -1296856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1296857.750000 Penalty: 3005.919922
	Iteration 48Q: 3 clusters Score -1296858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1296860.125000 Penalty: 3005.919922
	Iteration 49Q: 3 clusters Score -1296860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1296864.000000 Penalty: 3005.919922
	Iteration 50Q: 3 clusters Score -1296864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1296867.500000 Penalty: 3005.919922
	Iteration 51Q: 3 clusters Score -1296868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1296868.375000 Penalty: 3005.919922
	Iteration 52Q: 3 clusters Score -1296868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1296871.250000 Penalty: 3005.919922
	Iteration 53Q: 3 clusters Score -1296871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1296873.500000 Penalty: 3005.919922
	Iteration 54Q: 3 clusters Score -1296874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1296881.750000 Penalty: 3005.919922
	Iteration 55Q: 3 clusters Score -1296882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1296883.500000 Penalty: 3005.919922
	Iteration 56Q: 3 clusters Score -1296884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1296889.375000 Penalty: 3005.919922
	Iteration 57Q: 3 clusters Score -1296889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1296893.875000 Penalty: 3005.919922
	Iteration 58Q: 3 clusters Score -1296894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1296900.875000 Penalty: 3005.919922
	Iteration 59Q: 3 clusters Score -1296901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1296909.500000 Penalty: 3005.919922
	Iteration 60F: 3 clusters Score -1296910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1296923.375000 Penalty: 3005.919922
	Iteration 61Q: 3 clusters Score -1296923 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1296939.000000 Penalty: 3005.919922
	Iteration 62Q: 3 clusters Score -1296939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1296958.875000 Penalty: 3005.919922
	Iteration 63Q: 3 clusters Score -1296959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1296995.375000 Penalty: 3005.919922
	Iteration 64Q: 3 clusters Score -1296995 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1297039.875000 Penalty: 3005.919922
	Iteration 65Q: 3 clusters Score -1297040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1297081.875000 Penalty: 3005.919922
	Iteration 66Q: 3 clusters Score -1297082 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1297126.875000 Penalty: 3005.919922
	Iteration 67Q: 3 clusters Score -1297127 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1297157.000000 Penalty: 3005.919922
	Iteration 68Q: 3 clusters Score -1297157 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1297182.875000 Penalty: 3005.919922
	Iteration 69Q: 3 clusters Score -1297183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1297197.375000 Penalty: 3005.919922
	Iteration 70Q: 3 clusters Score -1297197 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1297215.000000 Penalty: 3005.919922
	Iteration 71Q: 3 clusters Score -1297215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1297226.500000 Penalty: 3005.919922
	Iteration 72Q: 3 clusters Score -1297226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1297239.375000 Penalty: 3005.919922
	Iteration 73Q: 3 clusters Score -1297239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1297242.375000 Penalty: 3005.919922
	Iteration 74Q: 3 clusters Score -1297242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1297243.375000 Penalty: 3005.919922
	Iteration 75Q: 3 clusters Score -1297243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1297249.875000 Penalty: 3005.919922
	Iteration 76Q: 3 clusters Score -1297250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1297259.125000 Penalty: 3005.919922
	Iteration 77Q: 3 clusters Score -1297259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1297261.250000 Penalty: 3005.919922
	Iteration 78Q: 3 clusters Score -1297261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1297265.750000 Penalty: 3005.919922
	Iteration 79Q: 3 clusters Score -1297266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1297267.500000 Penalty: 3005.919922
	Iteration 80F: 3 clusters Score -1297268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1297266.875000 Penalty: 3005.919922
	Iteration 81Q: 3 clusters Score -1297267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1297267.625000 Penalty: 3005.919922
	Iteration 82Q: 3 clusters Score -1297268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1297268.875000 Penalty: 3005.919922
	Iteration 83Q: 3 clusters Score -1297269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1297268.250000 Penalty: 3005.919922
	Iteration 84Q: 3 clusters Score -1297268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1297267.250000 Penalty: 3005.919922
	Iteration 85Q: 3 clusters Score -1297267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1297267.250000 Penalty: 3005.919922
	Iteration 86Q: 3 clusters Score -1297267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1297267.250000 Penalty: 3005.919922
	Iteration 87F: 3 clusters Score -1297267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -137475.343750 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -137475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135949.687500 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -135949.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -136225.093750 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -136225.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -136328.781250 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -136328.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -136384.125000 Penalty: 2278.937500
	Iteration 3Q: 3 clusters Score -136384.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -136440.734375 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -136440.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136481.625000 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -136481.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -136513.093750 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -136513.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136550.062500 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -136550.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136589.765625 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -136589.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -136613.921875 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -136613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -136631.718750 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -136631.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -136643.437500 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -136643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -136653.437500 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -136653.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -136664.203125 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -136664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136668.984375 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -136669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -136672.328125 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -136672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136673.015625 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -136673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -136673.562500 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -136673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136674.453125 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -136674.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -136674.453125 Penalty: 2278.937500
	Iteration 19F: 3 clusters Score -136674.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -1541448.000000 Penalty: 1529.179932
	Iteration 0F: 2 clusters Score -1541448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1532903.000000 Penalty: 3058.359863
	Iteration 0F: 3 clusters Score -1532903 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1535876.500000 Penalty: 3058.359863
	Iteration 1F: 3 clusters Score -1535876 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1536269.875000 Penalty: 3058.359863
	Iteration 2F: 3 clusters Score -1536270 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1536636.750000 Penalty: 3058.359863
	Iteration 3F: 3 clusters Score -1536637 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1537020.250000 Penalty: 3058.359863
	Iteration 4F: 3 clusters Score -1537020 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1537408.625000 Penalty: 3058.359863
	Iteration 5F: 3 clusters Score -1537409 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1537855.750000 Penalty: 3058.359863
	Iteration 6F: 3 clusters Score -1537856 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1538366.125000 Penalty: 3058.359863
	Iteration 7F: 3 clusters Score -1538366 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1538938.500000 Penalty: 3058.359863
	Iteration 8F: 3 clusters Score -1538938 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1539460.250000 Penalty: 3058.359863
	Iteration 9F: 3 clusters Score -1539460 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1539823.000000 Penalty: 3058.359863
	Iteration 10Q: 3 clusters Score -1539823 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1540094.000000 Penalty: 3058.359863
	Iteration 11Q: 3 clusters Score -1540094 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1540249.500000 Penalty: 3058.359863
	Iteration 12Q: 3 clusters Score -1540250 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1540359.125000 Penalty: 3058.359863
	Iteration 13Q: 3 clusters Score -1540359 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1540433.625000 Penalty: 3058.359863
	Iteration 14Q: 3 clusters Score -1540434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1540486.875000 Penalty: 3058.359863
	Iteration 15Q: 3 clusters Score -1540487 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1540534.625000 Penalty: 3058.359863
	Iteration 16Q: 3 clusters Score -1540535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1540559.500000 Penalty: 3058.359863
	Iteration 17Q: 3 clusters Score -1540560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1540579.375000 Penalty: 3058.359863
	Iteration 18Q: 3 clusters Score -1540579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -1540598.625000 Penalty: 3058.359863
	Iteration 19Q: 3 clusters Score -1540599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1540610.375000 Penalty: 3058.359863
	Iteration 20F: 3 clusters Score -1540610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1540623.500000 Penalty: 3058.359863
	Iteration 21Q: 3 clusters Score -1540624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1540634.625000 Penalty: 3058.359863
	Iteration 22Q: 3 clusters Score -1540635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1540647.250000 Penalty: 3058.359863
	Iteration 23Q: 3 clusters Score -1540647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1540657.750000 Penalty: 3058.359863
	Iteration 24Q: 3 clusters Score -1540658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1540661.375000 Penalty: 3058.359863
	Iteration 25Q: 3 clusters Score -1540661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1540666.750000 Penalty: 3058.359863
	Iteration 26Q: 3 clusters Score -1540667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1540678.750000 Penalty: 3058.359863
	Iteration 27Q: 3 clusters Score -1540679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1540683.500000 Penalty: 3058.359863
	Iteration 28Q: 3 clusters Score -1540684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1540686.375000 Penalty: 3058.359863
	Iteration 29Q: 3 clusters Score -1540686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1540690.625000 Penalty: 3058.359863
	Iteration 30Q: 3 clusters Score -1540691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1540697.500000 Penalty: 3058.359863
	Iteration 31Q: 3 clusters Score -1540698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1540697.375000 Penalty: 3058.359863
	Iteration 32Q: 3 clusters Score -1540697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1540699.125000 Penalty: 3058.359863
	Iteration 33Q: 3 clusters Score -1540699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1540702.125000 Penalty: 3058.359863
	Iteration 34Q: 3 clusters Score -1540702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1540703.375000 Penalty: 3058.359863
	Iteration 35Q: 3 clusters Score -1540703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1540701.875000 Penalty: 3058.359863
	Iteration 36Q: 3 clusters Score -1540702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1540701.250000 Penalty: 3058.359863
	Iteration 37Q: 3 clusters Score -1540701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1540705.625000 Penalty: 3058.359863
	Iteration 38Q: 3 clusters Score -1540706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1540707.875000 Penalty: 3058.359863
	Iteration 39Q: 3 clusters Score -1540708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1540707.375000 Penalty: 3058.359863
	Iteration 40F: 3 clusters Score -1540707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1540706.375000 Penalty: 3058.359863
	Iteration 41Q: 3 clusters Score -1540706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1540705.875000 Penalty: 3058.359863
	Iteration 42Q: 3 clusters Score -1540706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1540710.750000 Penalty: 3058.359863
	Iteration 43Q: 3 clusters Score -1540711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1540715.250000 Penalty: 3058.359863
	Iteration 44Q: 3 clusters Score -1540715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1540713.250000 Penalty: 3058.359863
	Iteration 45Q: 3 clusters Score -1540713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1540713.375000 Penalty: 3058.359863
	Iteration 46Q: 3 clusters Score -1540713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1540713.375000 Penalty: 3058.359863
	Iteration 47F: 3 clusters Score -1540713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -238462.093750 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -238462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -236384.515625 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -236384.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -236788.328125 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -236788.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -236870.734375 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -236870.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -236929.609375 Penalty: 2471.590820
	Iteration 3Q: 3 clusters Score -236929.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -236968.234375 Penalty: 2471.590820
	Iteration 4Q: 3 clusters Score -236968.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -236985.000000 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -236985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -236996.671875 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -236996.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -237006.875000 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -237006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -237018.843750 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -237018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -237028.531250 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -237028.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -237038.765625 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -237038.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -237046.906250 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -237046.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -237051.609375 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -237051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237060.015625 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -237060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237071.562500 Penalty: 2471.590820
	Iteration 14Q: 3 clusters Score -237071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237082.078125 Penalty: 2471.590820
	Iteration 15Q: 3 clusters Score -237082.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -237096.359375 Penalty: 2471.590820
	Iteration 16Q: 3 clusters Score -237096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237107.562500 Penalty: 2471.590820
	Iteration 17Q: 3 clusters Score -237107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -237116.562500 Penalty: 2471.590820
	Iteration 18Q: 3 clusters Score -237116.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -237124.109375 Penalty: 2471.590820
	Iteration 19Q: 3 clusters Score -237124.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -237129.703125 Penalty: 2471.590820
	Iteration 20F: 3 clusters Score -237129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -237135.921875 Penalty: 2471.590820
	Iteration 21Q: 3 clusters Score -237135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -237140.593750 Penalty: 2471.590820
	Iteration 22Q: 3 clusters Score -237140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -237144.609375 Penalty: 2471.590820
	Iteration 23Q: 3 clusters Score -237144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237149.593750 Penalty: 2471.590820
	Iteration 24Q: 3 clusters Score -237149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -237152.390625 Penalty: 2471.590820
	Iteration 25Q: 3 clusters Score -237152.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -237158.078125 Penalty: 2471.590820
	Iteration 26Q: 3 clusters Score -237158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237162.625000 Penalty: 2471.590820
	Iteration 27Q: 3 clusters Score -237162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -237168.328125 Penalty: 2471.590820
	Iteration 28Q: 3 clusters Score -237168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -237173.296875 Penalty: 2471.590820
	Iteration 29Q: 3 clusters Score -237173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237177.718750 Penalty: 2471.590820
	Iteration 30Q: 3 clusters Score -237177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -237178.656250 Penalty: 2471.590820
	Iteration 31Q: 3 clusters Score -237178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -237179.640625 Penalty: 2471.590820
	Iteration 32Q: 3 clusters Score -237179.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237182.031250 Penalty: 2471.590820
	Iteration 33Q: 3 clusters Score -237182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -237183.390625 Penalty: 2471.590820
	Iteration 34Q: 3 clusters Score -237183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -237186.515625 Penalty: 2471.590820
	Iteration 35Q: 3 clusters Score -237186.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -237188.328125 Penalty: 2471.590820
	Iteration 36Q: 3 clusters Score -237188.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -237189.734375 Penalty: 2471.590820
	Iteration 37Q: 3 clusters Score -237189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -237189.937500 Penalty: 2471.590820
	Iteration 38Q: 3 clusters Score -237189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -237190.125000 Penalty: 2471.590820
	Iteration 39Q: 3 clusters Score -237190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -237191.328125 Penalty: 2471.590820
	Iteration 40F: 3 clusters Score -237191.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -237193.546875 Penalty: 2471.590820
	Iteration 41Q: 3 clusters Score -237193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -237195.562500 Penalty: 2471.590820
	Iteration 42Q: 3 clusters Score -237195.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -237197.593750 Penalty: 2471.590820
	Iteration 43Q: 3 clusters Score -237197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -237198.609375 Penalty: 2471.590820
	Iteration 44Q: 3 clusters Score -237198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -237199.468750 Penalty: 2471.590820
	Iteration 45Q: 3 clusters Score -237199.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -237201.125000 Penalty: 2471.590820
	Iteration 46Q: 3 clusters Score -237201.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -237202.718750 Penalty: 2471.590820
	Iteration 47Q: 3 clusters Score -237202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -237203.187500 Penalty: 2471.590820
	Iteration 48Q: 3 clusters Score -237203.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -237203.812500 Penalty: 2471.590820
	Iteration 49Q: 3 clusters Score -237203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -237204.718750 Penalty: 2471.590820
	Iteration 50Q: 3 clusters Score -237204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -237204.718750 Penalty: 2471.590820
	Iteration 51F: 3 clusters Score -237204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Entering Unmasked Estep 
Score: -2331432.500000 Penalty: 1591.960693
	Iteration 0F: 2 clusters Score -2331432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -2319077.500000 Penalty: 3183.921387
	Iteration 0F: 3 clusters Score -2319078 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2323517.250000 Penalty: 3183.921387
	Iteration 1F: 3 clusters Score -2323517 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2323918.750000 Penalty: 3183.921387
	Iteration 2F: 3 clusters Score -2323919 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2324275.000000 Penalty: 3183.921387
	Iteration 3Q: 3 clusters Score -2324275 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2324717.250000 Penalty: 3183.921387
	Iteration 4Q: 3 clusters Score -2324717 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2325299.250000 Penalty: 3183.921387
	Iteration 5F: 3 clusters Score -2325299 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2325969.500000 Penalty: 3183.921387
	Iteration 6F: 3 clusters Score -2325970 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2326711.250000 Penalty: 3183.921387
	Iteration 7F: 3 clusters Score -2326711 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2327483.750000 Penalty: 3183.921387
	Iteration 8F: 3 clusters Score -2327484 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2328219.000000 Penalty: 3183.921387
	Iteration 9Q: 3 clusters Score -2328219 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2328817.500000 Penalty: 3183.921387
	Iteration 10Q: 3 clusters Score -2328818 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2329181.750000 Penalty: 3183.921387
	Iteration 11Q: 3 clusters Score -2329182 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2329409.500000 Penalty: 3183.921387
	Iteration 12Q: 3 clusters Score -2329410 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2329543.750000 Penalty: 3183.921387
	Iteration 13Q: 3 clusters Score -2329544 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2329629.250000 Penalty: 3183.921387
	Iteration 14Q: 3 clusters Score -2329629 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2329720.500000 Penalty: 3183.921387
	Iteration 15Q: 3 clusters Score -2329720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2329781.750000 Penalty: 3183.921387
	Iteration 16Q: 3 clusters Score -2329782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2329828.250000 Penalty: 3183.921387
	Iteration 17Q: 3 clusters Score -2329828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2329859.750000 Penalty: 3183.921387
	Iteration 18Q: 3 clusters Score -2329860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2329886.250000 Penalty: 3183.921387
	Iteration 19Q: 3 clusters Score -2329886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2329920.000000 Penalty: 3183.921387
	Iteration 20F: 3 clusters Score -2329920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2329941.000000 Penalty: 3183.921387
	Iteration 21Q: 3 clusters Score -2329941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2329950.250000 Penalty: 3183.921387
	Iteration 22Q: 3 clusters Score -2329950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2329958.500000 Penalty: 3183.921387
	Iteration 23Q: 3 clusters Score -2329958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2329970.500000 Penalty: 3183.921387
	Iteration 24Q: 3 clusters Score -2329970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2329984.250000 Penalty: 3183.921387
	Iteration 25Q: 3 clusters Score -2329984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2329993.500000 Penalty: 3183.921387
	Iteration 26Q: 3 clusters Score -2329994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2330001.250000 Penalty: 3183.921387
	Iteration 27Q: 3 clusters Score -2330001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2330006.750000 Penalty: 3183.921387
	Iteration 28Q: 3 clusters Score -2330007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2330013.000000 Penalty: 3183.921387
	Iteration 29Q: 3 clusters Score -2330013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2330013.750000 Penalty: 3183.921387
	Iteration 30Q: 3 clusters Score -2330014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2330015.250000 Penalty: 3183.921387
	Iteration 31Q: 3 clusters Score -2330015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2330019.500000 Penalty: 3183.921387
	Iteration 32Q: 3 clusters Score -2330020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2330024.000000 Penalty: 3183.921387
	Iteration 33Q: 3 clusters Score -2330024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2330029.000000 Penalty: 3183.921387
	Iteration 34Q: 3 clusters Score -2330029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2330031.250000 Penalty: 3183.921387
	Iteration 35Q: 3 clusters Score -2330031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2330030.500000 Penalty: 3183.921387
	Iteration 36Q: 3 clusters Score -2330030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2330032.500000 Penalty: 3183.921387
	Iteration 37Q: 3 clusters Score -2330032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2330033.000000 Penalty: 3183.921387
	Iteration 38Q: 3 clusters Score -2330033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2330033.000000 Penalty: 3183.921387
	Iteration 39F: 3 clusters Score -2330033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83231 members 
Entering Unmasked Estep 
Score: -10675658.000000 Penalty: 1841.023438
	Iteration 0F: 2 clusters Score -1.067566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -10620206.000000 Penalty: 3682.046875
	Iteration 0F: 3 clusters Score -1.062021e+07 nChanged 39671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -10642822.000000 Penalty: 3682.046875
	Iteration 1F: 3 clusters Score -1.064282e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -10643626.000000 Penalty: 3682.046875
	Iteration 2Q: 3 clusters Score -1.064363e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -10644632.000000 Penalty: 3682.046875
	Iteration 3Q: 3 clusters Score -1.064463e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -10645984.000000 Penalty: 3682.046875
	Iteration 4Q: 3 clusters Score -1.064598e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -10647635.000000 Penalty: 3682.046875
	Iteration 5Q: 3 clusters Score -1.064764e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -10649704.000000 Penalty: 3682.046875
	Iteration 6F: 3 clusters Score -1.06497e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -10652133.000000 Penalty: 3682.046875
	Iteration 7F: 3 clusters Score -1.065213e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -10655001.000000 Penalty: 3682.046875
	Iteration 8F: 3 clusters Score -1.0655e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -10658347.000000 Penalty: 3682.046875
	Iteration 9F: 3 clusters Score -1.065835e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -10662337.000000 Penalty: 3682.046875
	Iteration 10F: 3 clusters Score -1.066234e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 74107 members 
Entering Unmasked Estep 
Score: -10666365.000000 Penalty: 3682.046875
	Iteration 11F: 3 clusters Score -1.066636e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -10669794.000000 Penalty: 3682.046875
	Iteration 12Q: 3 clusters Score -1.066979e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -10671975.000000 Penalty: 3682.046875
	Iteration 13Q: 3 clusters Score -1.067198e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 81957 members 
Entering Unmasked Estep 
Score: -10673102.000000 Penalty: 3682.046875
	Iteration 14Q: 3 clusters Score -1.06731e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -10673585.000000 Penalty: 3682.046875
	Iteration 15Q: 3 clusters Score -1.067358e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -10673799.000000 Penalty: 3682.046875
	Iteration 16Q: 3 clusters Score -1.06738e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -10673878.000000 Penalty: 3682.046875
	Iteration 17Q: 3 clusters Score -1.067388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -10673937.000000 Penalty: 3682.046875
	Iteration 18Q: 3 clusters Score -1.067394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -10673988.000000 Penalty: 3682.046875
	Iteration 19Q: 3 clusters Score -1.067399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
Score: -10674008.000000 Penalty: 3682.046875
	Iteration 20F: 3 clusters Score -1.067401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 82989 members 
Entering Unmasked Estep 
Score: -10674014.000000 Penalty: 3682.046875
	Iteration 21Q: 3 clusters Score -1.067401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -10674031.000000 Penalty: 3682.046875
	Iteration 22Q: 3 clusters Score -1.067403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -10674042.000000 Penalty: 3682.046875
	Iteration 23Q: 3 clusters Score -1.067404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -10674051.000000 Penalty: 3682.046875
	Iteration 24Q: 3 clusters Score -1.067405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -10674056.000000 Penalty: 3682.046875
	Iteration 25Q: 3 clusters Score -1.067406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -10674060.000000 Penalty: 3682.046875
	Iteration 26Q: 3 clusters Score -1.067406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -10674071.000000 Penalty: 3682.046875
	Iteration 27Q: 3 clusters Score -1.067407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -10674075.000000 Penalty: 3682.046875
	Iteration 28Q: 3 clusters Score -1.067408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 83007 members 
Entering Unmasked Estep 
Score: -10674077.000000 Penalty: 3682.046875
	Iteration 29Q: 3 clusters Score -1.067408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -10674078.000000 Penalty: 3682.046875
	Iteration 30Q: 3 clusters Score -1.067408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -10674078.000000 Penalty: 3682.046875
	Iteration 31F: 3 clusters Score -1.067408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Entering Unmasked Estep 
Score: -2753490.000000 Penalty: 1627.369507
	Iteration 0F: 2 clusters Score -2753490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2738226.000000 Penalty: 3254.739014
	Iteration 0F: 3 clusters Score -2738226 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2743891.250000 Penalty: 3254.739014
	Iteration 1F: 3 clusters Score -2743891 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2744239.000000 Penalty: 3254.739014
	Iteration 2Q: 3 clusters Score -2744239 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2744576.250000 Penalty: 3254.739014
	Iteration 3Q: 3 clusters Score -2744576 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2744917.750000 Penalty: 3254.739014
	Iteration 4Q: 3 clusters Score -2744918 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2745357.000000 Penalty: 3254.739014
	Iteration 5Q: 3 clusters Score -2745357 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2745900.250000 Penalty: 3254.739014
	Iteration 6Q: 3 clusters Score -2745900 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2746523.250000 Penalty: 3254.739014
	Iteration 7Q: 3 clusters Score -2746523 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2747209.750000 Penalty: 3254.739014
	Iteration 8F: 3 clusters Score -2747210 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -2747955.000000 Penalty: 3254.739014
	Iteration 9F: 3 clusters Score -2747955 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2748632.750000 Penalty: 3254.739014
	Iteration 10Q: 3 clusters Score -2748633 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2749243.250000 Penalty: 3254.739014
	Iteration 11Q: 3 clusters Score -2749243 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2749723.500000 Penalty: 3254.739014
	Iteration 12Q: 3 clusters Score -2749724 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2750039.500000 Penalty: 3254.739014
	Iteration 13Q: 3 clusters Score -2750040 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2750283.500000 Penalty: 3254.739014
	Iteration 14Q: 3 clusters Score -2750284 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2750467.750000 Penalty: 3254.739014
	Iteration 15Q: 3 clusters Score -2750468 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2750607.750000 Penalty: 3254.739014
	Iteration 16Q: 3 clusters Score -2750608 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2750732.500000 Penalty: 3254.739014
	Iteration 17Q: 3 clusters Score -2750732 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2750840.000000 Penalty: 3254.739014
	Iteration 18Q: 3 clusters Score -2750840 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2750951.000000 Penalty: 3254.739014
	Iteration 19Q: 3 clusters Score -2750951 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -2751057.750000 Penalty: 3254.739014
	Iteration 20F: 3 clusters Score -2751058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2751156.500000 Penalty: 3254.739014
	Iteration 21Q: 3 clusters Score -2751156 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2751233.500000 Penalty: 3254.739014
	Iteration 22Q: 3 clusters Score -2751234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2751314.750000 Penalty: 3254.739014
	Iteration 23Q: 3 clusters Score -2751315 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2751363.750000 Penalty: 3254.739014
	Iteration 24Q: 3 clusters Score -2751364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2751412.000000 Penalty: 3254.739014
	Iteration 25Q: 3 clusters Score -2751412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2751460.000000 Penalty: 3254.739014
	Iteration 26Q: 3 clusters Score -2751460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2751513.000000 Penalty: 3254.739014
	Iteration 27Q: 3 clusters Score -2751513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2751559.000000 Penalty: 3254.739014
	Iteration 28Q: 3 clusters Score -2751559 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2751590.250000 Penalty: 3254.739014
	Iteration 29Q: 3 clusters Score -2751590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2751625.000000 Penalty: 3254.739014
	Iteration 30Q: 3 clusters Score -2751625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2751652.500000 Penalty: 3254.739014
	Iteration 31Q: 3 clusters Score -2751652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2751678.500000 Penalty: 3254.739014
	Iteration 32Q: 3 clusters Score -2751678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2751696.000000 Penalty: 3254.739014
	Iteration 33Q: 3 clusters Score -2751696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2751715.500000 Penalty: 3254.739014
	Iteration 34Q: 3 clusters Score -2751716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2751735.750000 Penalty: 3254.739014
	Iteration 35Q: 3 clusters Score -2751736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2751749.750000 Penalty: 3254.739014
	Iteration 36Q: 3 clusters Score -2751750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -2751767.250000 Penalty: 3254.739014
	Iteration 37Q: 3 clusters Score -2751767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2751787.750000 Penalty: 3254.739014
	Iteration 38Q: 3 clusters Score -2751788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2751799.500000 Penalty: 3254.739014
	Iteration 39Q: 3 clusters Score -2751800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2751810.500000 Penalty: 3254.739014
	Iteration 40F: 3 clusters Score -2751810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2751827.250000 Penalty: 3254.739014
	Iteration 41Q: 3 clusters Score -2751827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2751855.000000 Penalty: 3254.739014
	Iteration 42Q: 3 clusters Score -2751855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -2751870.250000 Penalty: 3254.739014
	Iteration 43Q: 3 clusters Score -2751870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2751888.750000 Penalty: 3254.739014
	Iteration 44Q: 3 clusters Score -2751889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2751907.500000 Penalty: 3254.739014
	Iteration 45Q: 3 clusters Score -2751908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2751936.500000 Penalty: 3254.739014
	Iteration 46Q: 3 clusters Score -2751936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2751947.000000 Penalty: 3254.739014
	Iteration 47Q: 3 clusters Score -2751947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2751970.000000 Penalty: 3254.739014
	Iteration 48Q: 3 clusters Score -2751970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2751996.000000 Penalty: 3254.739014
	Iteration 49Q: 3 clusters Score -2751996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2752011.750000 Penalty: 3254.739014
	Iteration 50Q: 3 clusters Score -2752012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2752030.750000 Penalty: 3254.739014
	Iteration 51Q: 3 clusters Score -2752031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2752046.250000 Penalty: 3254.739014
	Iteration 52Q: 3 clusters Score -2752046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2752060.500000 Penalty: 3254.739014
	Iteration 53Q: 3 clusters Score -2752060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2752065.000000 Penalty: 3254.739014
	Iteration 54Q: 3 clusters Score -2752065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2752067.250000 Penalty: 3254.739014
	Iteration 55Q: 3 clusters Score -2752067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2752078.750000 Penalty: 3254.739014
	Iteration 56Q: 3 clusters Score -2752079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2752082.000000 Penalty: 3254.739014
	Iteration 57Q: 3 clusters Score -2752082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2752088.500000 Penalty: 3254.739014
	Iteration 58Q: 3 clusters Score -2752088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2752086.750000 Penalty: 3254.739014
	Iteration 59Q: 3 clusters Score -2752087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2752094.250000 Penalty: 3254.739014
	Iteration 60F: 3 clusters Score -2752094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2752102.500000 Penalty: 3254.739014
	Iteration 61Q: 3 clusters Score -2752102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2752104.500000 Penalty: 3254.739014
	Iteration 62Q: 3 clusters Score -2752104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2752115.250000 Penalty: 3254.739014
	Iteration 63Q: 3 clusters Score -2752115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2752115.750000 Penalty: 3254.739014
	Iteration 64Q: 3 clusters Score -2752116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2752122.750000 Penalty: 3254.739014
	Iteration 65Q: 3 clusters Score -2752123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -2752120.500000 Penalty: 3254.739014
	Iteration 66Q: 3 clusters Score -2752120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2752121.750000 Penalty: 3254.739014
	Iteration 67Q: 3 clusters Score -2752122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2752121.250000 Penalty: 3254.739014
	Iteration 68Q: 3 clusters Score -2752121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2752122.250000 Penalty: 3254.739014
	Iteration 69Q: 3 clusters Score -2752122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2752123.500000 Penalty: 3254.739014
	Iteration 70Q: 3 clusters Score -2752124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2752126.250000 Penalty: 3254.739014
	Iteration 71Q: 3 clusters Score -2752126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2752126.000000 Penalty: 3254.739014
	Iteration 72Q: 3 clusters Score -2752126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2752126.000000 Penalty: 3254.739014
	Iteration 73F: 3 clusters Score -2752126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -880902.750000 Penalty: 1441.459961
	Iteration 0F: 2 clusters Score -880902.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -875647.875000 Penalty: 2882.919922
	Iteration 0F: 3 clusters Score -875647.9 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -877227.000000 Penalty: 2882.919922
	Iteration 1F: 3 clusters Score -877227 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -877499.062500 Penalty: 2882.919922
	Iteration 2F: 3 clusters Score -877499.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -877727.437500 Penalty: 2882.919922
	Iteration 3F: 3 clusters Score -877727.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -877931.062500 Penalty: 2882.919922
	Iteration 4F: 3 clusters Score -877931.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -878115.000000 Penalty: 2882.919922
	Iteration 5Q: 3 clusters Score -878115 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -878288.750000 Penalty: 2882.919922
	Iteration 6Q: 3 clusters Score -878288.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -878459.812500 Penalty: 2882.919922
	Iteration 7Q: 3 clusters Score -878459.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -878656.125000 Penalty: 2882.919922
	Iteration 8Q: 3 clusters Score -878656.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -878866.125000 Penalty: 2882.919922
	Iteration 9Q: 3 clusters Score -878866.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -879135.250000 Penalty: 2882.919922
	Iteration 10Q: 3 clusters Score -879135.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -879447.187500 Penalty: 2882.919922
	Iteration 11Q: 3 clusters Score -879447.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -879717.562500 Penalty: 2882.919922
	Iteration 12Q: 3 clusters Score -879717.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -879907.312500 Penalty: 2882.919922
	Iteration 13Q: 3 clusters Score -879907.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -880019.625000 Penalty: 2882.919922
	Iteration 14Q: 3 clusters Score -880019.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -880091.250000 Penalty: 2882.919922
	Iteration 15Q: 3 clusters Score -880091.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -880131.750000 Penalty: 2882.919922
	Iteration 16Q: 3 clusters Score -880131.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -880155.812500 Penalty: 2882.919922
	Iteration 17Q: 3 clusters Score -880155.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -880170.250000 Penalty: 2882.919922
	Iteration 18Q: 3 clusters Score -880170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -880180.375000 Penalty: 2882.919922
	Iteration 19Q: 3 clusters Score -880180.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -880188.187500 Penalty: 2882.919922
	Iteration 20F: 3 clusters Score -880188.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -880194.625000 Penalty: 2882.919922
	Iteration 21Q: 3 clusters Score -880194.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -880197.937500 Penalty: 2882.919922
	Iteration 22Q: 3 clusters Score -880197.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -880200.687500 Penalty: 2882.919922
	Iteration 23Q: 3 clusters Score -880200.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -880202.812500 Penalty: 2882.919922
	Iteration 24Q: 3 clusters Score -880202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -880205.187500 Penalty: 2882.919922
	Iteration 25Q: 3 clusters Score -880205.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -880207.875000 Penalty: 2882.919922
	Iteration 26Q: 3 clusters Score -880207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -880209.937500 Penalty: 2882.919922
	Iteration 27Q: 3 clusters Score -880209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -880215.062500 Penalty: 2882.919922
	Iteration 28Q: 3 clusters Score -880215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -880216.625000 Penalty: 2882.919922
	Iteration 29Q: 3 clusters Score -880216.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -880218.562500 Penalty: 2882.919922
	Iteration 30Q: 3 clusters Score -880218.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -880217.687500 Penalty: 2882.919922
	Iteration 31Q: 3 clusters Score -880217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -880219.562500 Penalty: 2882.919922
	Iteration 32Q: 3 clusters Score -880219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -880220.937500 Penalty: 2882.919922
	Iteration 33Q: 3 clusters Score -880220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -880221.312500 Penalty: 2882.919922
	Iteration 34Q: 3 clusters Score -880221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -880223.187500 Penalty: 2882.919922
	Iteration 35Q: 3 clusters Score -880223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -880221.125000 Penalty: 2882.919922
	Iteration 36Q: 3 clusters Score -880221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -880220.937500 Penalty: 2882.919922
	Iteration 37Q: 3 clusters Score -880220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -880220.937500 Penalty: 2882.919922
	Iteration 38F: 3 clusters Score -880220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -30625.248047 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -30625.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29798.087891 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -29798.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29857.875000 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -29857.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29874.060547 Penalty: 1798.351562
	Iteration 2Q: 3 clusters Score -29874.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29877.531250 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -29877.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29878.464844 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -29878.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29878.464844 Penalty: 1798.351562
	Iteration 5F: 3 clusters Score -29878.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14380.418945 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -14380.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -13706.097656 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -13706.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14004.915039 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -14004.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -14099.423828 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -14099.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14188.540039 Penalty: 1803.449707
	Iteration 3F: 3 clusters Score -14188.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14319.070312 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -14319.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14441.324219 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -14441.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14581.277344 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -14581.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14671.552734 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -14671.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14707.404297 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -14707.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14732.059570 Penalty: 1803.449707
	Iteration 9Q: 3 clusters Score -14732.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14742.010742 Penalty: 1803.449707
	Iteration 10F: 3 clusters Score -14742.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14827.386719 Penalty: 1803.449707
	Iteration 11Q: 3 clusters Score -14827.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14864.782227 Penalty: 1803.449707
	Iteration 12Q: 3 clusters Score -14864.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14920.435547 Penalty: 1803.449707
	Iteration 13Q: 3 clusters Score -14920.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14940.115234 Penalty: 1803.449707
	Iteration 14Q: 3 clusters Score -14940.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14956.670898 Penalty: 1803.449707
	Iteration 15Q: 3 clusters Score -14956.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14962.076172 Penalty: 1803.449707
	Iteration 16Q: 3 clusters Score -14962.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14968.855469 Penalty: 1803.449707
	Iteration 17F: 3 clusters Score -14968.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -14982.311523 Penalty: 1803.449707
	Iteration 18Q: 3 clusters Score -14982.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14987.268555 Penalty: 1803.449707
	Iteration 19Q: 3 clusters Score -14987.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14987.268555 Penalty: 1803.449707
	Iteration 20F: 3 clusters Score -14987.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 114694 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 83231 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 117 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60311 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49333 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 140 members 
Entering Unmasked Estep 
Score: -59778800.000000 Penalty: 59499.636719
Splitting cluster 19 changes total score from -59779396.000000 to -59778800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -303494.187500 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -303494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301121.343750 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -301121.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -301836.656250 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -301836.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -302057.875000 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -302057.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -302211.812500 Penalty: 2550.649658
	Iteration 3F: 3 clusters Score -302211.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -302317.000000 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -302317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -302394.906250 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -302394.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -302456.375000 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -302456.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -302485.562500 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -302485.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302507.968750 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -302508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -302527.843750 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -302527.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -302540.718750 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -302540.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -302547.312500 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -302547.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302553.125000 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -302553.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -302559.187500 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -302559.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -302565.468750 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -302565.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -302571.937500 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -302571.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -302577.812500 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -302577.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -302585.312500 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -302585.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -302590.187500 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -302590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -302591.968750 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -302592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -302594.625000 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -302594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -302596.312500 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -302596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -302596.843750 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -302596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302598.156250 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -302598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -302598.312500 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -302598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -302599.093750 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -302599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -302599.093750 Penalty: 2550.649658
	Iteration 26F: 3 clusters Score -302599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -861887.375000 Penalty: 1434.701782
	Iteration 0F: 2 clusters Score -861887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -856735.000000 Penalty: 2869.403564
	Iteration 0F: 3 clusters Score -856735 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -858264.500000 Penalty: 2869.403564
	Iteration 1F: 3 clusters Score -858264.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -858475.250000 Penalty: 2869.403564
	Iteration 2F: 3 clusters Score -858475.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -858649.312500 Penalty: 2869.403564
	Iteration 3F: 3 clusters Score -858649.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -858783.625000 Penalty: 2869.403564
	Iteration 4Q: 3 clusters Score -858783.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -858895.875000 Penalty: 2869.403564
	Iteration 5Q: 3 clusters Score -858895.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -858985.750000 Penalty: 2869.403564
	Iteration 6Q: 3 clusters Score -858985.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -859081.937500 Penalty: 2869.403564
	Iteration 7Q: 3 clusters Score -859081.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -859198.187500 Penalty: 2869.403564
	Iteration 8Q: 3 clusters Score -859198.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -859360.187500 Penalty: 2869.403564
	Iteration 9Q: 3 clusters Score -859360.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -859524.375000 Penalty: 2869.403564
	Iteration 10Q: 3 clusters Score -859524.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -859728.187500 Penalty: 2869.403564
	Iteration 11Q: 3 clusters Score -859728.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -859932.437500 Penalty: 2869.403564
	Iteration 12Q: 3 clusters Score -859932.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -860110.437500 Penalty: 2869.403564
	Iteration 13Q: 3 clusters Score -860110.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -860244.500000 Penalty: 2869.403564
	Iteration 14Q: 3 clusters Score -860244.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -860349.562500 Penalty: 2869.403564
	Iteration 15Q: 3 clusters Score -860349.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -860441.000000 Penalty: 2869.403564
	Iteration 16Q: 3 clusters Score -860441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -860504.875000 Penalty: 2869.403564
	Iteration 17Q: 3 clusters Score -860504.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -860539.687500 Penalty: 2869.403564
	Iteration 18Q: 3 clusters Score -860539.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -860562.875000 Penalty: 2869.403564
	Iteration 19Q: 3 clusters Score -860562.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -860581.500000 Penalty: 2869.403564
	Iteration 20F: 3 clusters Score -860581.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -860597.000000 Penalty: 2869.403564
	Iteration 21Q: 3 clusters Score -860597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -860610.562500 Penalty: 2869.403564
	Iteration 22Q: 3 clusters Score -860610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -860616.562500 Penalty: 2869.403564
	Iteration 23Q: 3 clusters Score -860616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -860620.500000 Penalty: 2869.403564
	Iteration 24Q: 3 clusters Score -860620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -860623.062500 Penalty: 2869.403564
	Iteration 25Q: 3 clusters Score -860623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -860629.875000 Penalty: 2869.403564
	Iteration 26Q: 3 clusters Score -860629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -860631.937500 Penalty: 2869.403564
	Iteration 27Q: 3 clusters Score -860631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -860633.750000 Penalty: 2869.403564
	Iteration 28Q: 3 clusters Score -860633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -860635.875000 Penalty: 2869.403564
	Iteration 29Q: 3 clusters Score -860635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -860639.125000 Penalty: 2869.403564
	Iteration 30Q: 3 clusters Score -860639.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -860640.312500 Penalty: 2869.403564
	Iteration 31Q: 3 clusters Score -860640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -860640.375000 Penalty: 2869.403564
	Iteration 32Q: 3 clusters Score -860640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -860641.375000 Penalty: 2869.403564
	Iteration 33Q: 3 clusters Score -860641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -860641.375000 Penalty: 2869.403564
	Iteration 34F: 3 clusters Score -860641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -304466.125000 Penalty: 1263.891235
	Iteration 0F: 2 clusters Score -304466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -302159.531250 Penalty: 2527.782471
	Iteration 0F: 3 clusters Score -302159.5 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -302634.687500 Penalty: 2527.782471
	Iteration 1F: 3 clusters Score -302634.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -302748.718750 Penalty: 2527.782471
	Iteration 2F: 3 clusters Score -302748.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -302819.718750 Penalty: 2527.782471
	Iteration 3F: 3 clusters Score -302819.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -302866.781250 Penalty: 2527.782471
	Iteration 4Q: 3 clusters Score -302866.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -302909.875000 Penalty: 2527.782471
	Iteration 5Q: 3 clusters Score -302909.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -302936.562500 Penalty: 2527.782471
	Iteration 6Q: 3 clusters Score -302936.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -302964.437500 Penalty: 2527.782471
	Iteration 7Q: 3 clusters Score -302964.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -302985.218750 Penalty: 2527.782471
	Iteration 8Q: 3 clusters Score -302985.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303001.218750 Penalty: 2527.782471
	Iteration 9Q: 3 clusters Score -303001.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -303026.968750 Penalty: 2527.782471
	Iteration 10Q: 3 clusters Score -303027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -303048.062500 Penalty: 2527.782471
	Iteration 11Q: 3 clusters Score -303048.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303062.718750 Penalty: 2527.782471
	Iteration 12Q: 3 clusters Score -303062.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -303073.875000 Penalty: 2527.782471
	Iteration 13Q: 3 clusters Score -303073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -303083.500000 Penalty: 2527.782471
	Iteration 14Q: 3 clusters Score -303083.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -303091.875000 Penalty: 2527.782471
	Iteration 15Q: 3 clusters Score -303091.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -303097.968750 Penalty: 2527.782471
	Iteration 16Q: 3 clusters Score -303098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -303104.375000 Penalty: 2527.782471
	Iteration 17Q: 3 clusters Score -303104.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -303113.250000 Penalty: 2527.782471
	Iteration 18Q: 3 clusters Score -303113.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -303121.531250 Penalty: 2527.782471
	Iteration 19Q: 3 clusters Score -303121.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -303130.781250 Penalty: 2527.782471
	Iteration 20F: 3 clusters Score -303130.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -303142.187500 Penalty: 2527.782471
	Iteration 21Q: 3 clusters Score -303142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -303153.250000 Penalty: 2527.782471
	Iteration 22Q: 3 clusters Score -303153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -303163.875000 Penalty: 2527.782471
	Iteration 23Q: 3 clusters Score -303163.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -303174.656250 Penalty: 2527.782471
	Iteration 24Q: 3 clusters Score -303174.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -303184.468750 Penalty: 2527.782471
	Iteration 25Q: 3 clusters Score -303184.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -303198.375000 Penalty: 2527.782471
	Iteration 26Q: 3 clusters Score -303198.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -303212.218750 Penalty: 2527.782471
	Iteration 27Q: 3 clusters Score -303212.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -303224.875000 Penalty: 2527.782471
	Iteration 28Q: 3 clusters Score -303224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -303232.156250 Penalty: 2527.782471
	Iteration 29Q: 3 clusters Score -303232.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -303240.281250 Penalty: 2527.782471
	Iteration 30Q: 3 clusters Score -303240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -303243.562500 Penalty: 2527.782471
	Iteration 31Q: 3 clusters Score -303243.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -303246.718750 Penalty: 2527.782471
	Iteration 32Q: 3 clusters Score -303246.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -303253.031250 Penalty: 2527.782471
	Iteration 33Q: 3 clusters Score -303253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -303261.218750 Penalty: 2527.782471
	Iteration 34Q: 3 clusters Score -303261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -303265.468750 Penalty: 2527.782471
	Iteration 35Q: 3 clusters Score -303265.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -303271.843750 Penalty: 2527.782471
	Iteration 36Q: 3 clusters Score -303271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -303276.937500 Penalty: 2527.782471
	Iteration 37Q: 3 clusters Score -303276.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -303278.562500 Penalty: 2527.782471
	Iteration 38Q: 3 clusters Score -303278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -303280.250000 Penalty: 2527.782471
	Iteration 39Q: 3 clusters Score -303280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -303284.375000 Penalty: 2527.782471
	Iteration 40F: 3 clusters Score -303284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -303288.187500 Penalty: 2527.782471
	Iteration 41Q: 3 clusters Score -303288.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -303290.843750 Penalty: 2527.782471
	Iteration 42Q: 3 clusters Score -303290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -303291.281250 Penalty: 2527.782471
	Iteration 43Q: 3 clusters Score -303291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -303291.375000 Penalty: 2527.782471
	Iteration 44Q: 3 clusters Score -303291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -303291.375000 Penalty: 2527.782471
	Iteration 45F: 3 clusters Score -303291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60311 members 
Entering Unmasked Estep 
Score: -7768387.500000 Penalty: 1788.681396
	Iteration 0F: 2 clusters Score -7768388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -7728028.500000 Penalty: 3577.362793
	Iteration 0F: 3 clusters Score -7728028 nChanged 28621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -7745089.000000 Penalty: 3577.362793
	Iteration 1F: 3 clusters Score -7745089 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -7746101.500000 Penalty: 3577.362793
	Iteration 2Q: 3 clusters Score -7746102 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -7747589.000000 Penalty: 3577.362793
	Iteration 3F: 3 clusters Score -7747589 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -7749857.500000 Penalty: 3577.362793
	Iteration 4F: 3 clusters Score -7749858 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -7753047.500000 Penalty: 3577.362793
	Iteration 5F: 3 clusters Score -7753048 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -7756953.000000 Penalty: 3577.362793
	Iteration 6F: 3 clusters Score -7756953 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -7760690.000000 Penalty: 3577.362793
	Iteration 7F: 3 clusters Score -7760690 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7763646.000000 Penalty: 3577.362793
	Iteration 8F: 3 clusters Score -7763646 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -7765498.000000 Penalty: 3577.362793
	Iteration 9Q: 3 clusters Score -7765498 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -7766268.500000 Penalty: 3577.362793
	Iteration 10Q: 3 clusters Score -7766268 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -7766545.000000 Penalty: 3577.362793
	Iteration 11Q: 3 clusters Score -7766545 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 60093 members 
Entering Unmasked Estep 
Score: -7766675.000000 Penalty: 3577.362793
	Iteration 12Q: 3 clusters Score -7766675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -7766721.000000 Penalty: 3577.362793
	Iteration 13Q: 3 clusters Score -7766721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -7766761.000000 Penalty: 3577.362793
	Iteration 14Q: 3 clusters Score -7766761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -7766789.000000 Penalty: 3577.362793
	Iteration 15Q: 3 clusters Score -7766789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -7766800.500000 Penalty: 3577.362793
	Iteration 16Q: 3 clusters Score -7766800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -7766813.000000 Penalty: 3577.362793
	Iteration 17Q: 3 clusters Score -7766813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 60148 members 
Entering Unmasked Estep 
Score: -7766813.000000 Penalty: 3577.362793
	Iteration 18F: 3 clusters Score -7766813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -809366.812500 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -809366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -804141.812500 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -804141.8 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -805855.187500 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -805855.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -806151.562500 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -806151.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -806397.437500 Penalty: 2871.254150
	Iteration 3F: 3 clusters Score -806397.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -806601.812500 Penalty: 2871.254150
	Iteration 4F: 3 clusters Score -806601.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -806781.187500 Penalty: 2871.254150
	Iteration 5Q: 3 clusters Score -806781.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -806946.500000 Penalty: 2871.254150
	Iteration 6Q: 3 clusters Score -806946.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -807122.000000 Penalty: 2871.254150
	Iteration 7Q: 3 clusters Score -807122 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -807337.687500 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -807337.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -807553.562500 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -807553.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -807759.312500 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -807759.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -807914.750000 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -807914.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -808046.812500 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -808046.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -808163.062500 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -808163.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -808258.250000 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -808258.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -808304.375000 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -808304.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -808337.437500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -808337.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -808364.125000 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -808364.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -808385.312500 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -808385.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -808398.125000 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -808398.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -808407.187500 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -808407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -808414.250000 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -808414.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -808415.312500 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -808415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -808417.875000 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -808417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -808418.625000 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -808418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -808419.812500 Penalty: 2871.254150
	Iteration 25Q: 3 clusters Score -808419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -808419.812500 Penalty: 2871.254150
	Iteration 26F: 3 clusters Score -808419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -25822.236328 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -25822.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25146.810547 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -25146.81 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25389.611328 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -25389.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25483.863281 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -25483.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -25534.687500 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -25534.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -25588.910156 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -25588.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -25607.630859 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -25607.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -25622.267578 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -25622.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -25622.267578 Penalty: 1808.469116
	Iteration 7F: 3 clusters Score -25622.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Entering Unmasked Estep 
Score: -6380800.500000 Penalty: 1756.031738
	Iteration 0F: 2 clusters Score -6380800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6347765.500000 Penalty: 3512.063477
	Iteration 0F: 3 clusters Score -6347766 nChanged 23130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -6361037.000000 Penalty: 3512.063477
	Iteration 1F: 3 clusters Score -6361037 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -6361735.500000 Penalty: 3512.063477
	Iteration 2Q: 3 clusters Score -6361736 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -6362625.500000 Penalty: 3512.063477
	Iteration 3Q: 3 clusters Score -6362626 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -6363839.000000 Penalty: 3512.063477
	Iteration 4F: 3 clusters Score -6363839 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -6365624.500000 Penalty: 3512.063477
	Iteration 5F: 3 clusters Score -6365624 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -6368149.500000 Penalty: 3512.063477
	Iteration 6F: 3 clusters Score -6368150 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -6371354.000000 Penalty: 3512.063477
	Iteration 7F: 3 clusters Score -6371354 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6374650.000000 Penalty: 3512.063477
	Iteration 8F: 3 clusters Score -6374650 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -6377152.000000 Penalty: 3512.063477
	Iteration 9F: 3 clusters Score -6377152 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -6378385.500000 Penalty: 3512.063477
	Iteration 10Q: 3 clusters Score -6378386 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6378887.500000 Penalty: 3512.063477
	Iteration 11Q: 3 clusters Score -6378888 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -6379061.500000 Penalty: 3512.063477
	Iteration 12Q: 3 clusters Score -6379062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6379171.500000 Penalty: 3512.063477
	Iteration 13Q: 3 clusters Score -6379172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6379217.000000 Penalty: 3512.063477
	Iteration 14Q: 3 clusters Score -6379217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -6379246.500000 Penalty: 3512.063477
	Iteration 15Q: 3 clusters Score -6379246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6379259.500000 Penalty: 3512.063477
	Iteration 16Q: 3 clusters Score -6379260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -6379270.500000 Penalty: 3512.063477
	Iteration 17Q: 3 clusters Score -6379270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6379268.500000 Penalty: 3512.063477
	Iteration 18Q: 3 clusters Score -6379268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -6379266.000000 Penalty: 3512.063477
	Iteration 19Q: 3 clusters Score -6379266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -6379266.500000 Penalty: 3512.063477
	Iteration 20F: 3 clusters Score -6379266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6379276.000000 Penalty: 3512.063477
	Iteration 21Q: 3 clusters Score -6379276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -6379286.500000 Penalty: 3512.063477
	Iteration 22Q: 3 clusters Score -6379286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6379286.000000 Penalty: 3512.063477
	Iteration 23Q: 3 clusters Score -6379286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6379286.000000 Penalty: 3512.063477
	Iteration 24F: 3 clusters Score -6379286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -25605.273438 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -25605.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24890.113281 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -24890.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25020.902344 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -25020.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25039.546875 Penalty: 1817.070801
	Iteration 2Q: 3 clusters Score -25039.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25052.285156 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -25052.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25077.490234 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -25077.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25100.203125 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -25100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25130.628906 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -25130.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25144.746094 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -25144.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25152.171875 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -25152.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25155.251953 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -25155.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25155.251953 Penalty: 1817.070801
	Iteration 10F: 3 clusters Score -25155.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 114694 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17974 members 
Mstep: Class 15 contains 83231 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60311 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49333 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779368.000000 Penalty: 57374.648438
Iteration 199Q: 28 clusters Score -5.977937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 114696 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17979 members 
Mstep: Class 15 contains 83235 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60311 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49322 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779368.000000 Penalty: 57374.648438
Iteration 200F: 28 clusters Score -5.977937e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 114697 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10394 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17985 members 
Mstep: Class 15 contains 83237 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60310 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49313 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779384.000000 Penalty: 57374.648438
Iteration 201Q: 28 clusters Score -5.977938e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 114697 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17987 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17991 members 
Mstep: Class 15 contains 83238 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60310 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49305 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779404.000000 Penalty: 57374.648438
Iteration 202Q: 28 clusters Score -5.97794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 114700 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 17996 members 
Mstep: Class 15 contains 83239 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49296 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779392.000000 Penalty: 57374.648438
Iteration 203Q: 28 clusters Score -5.977939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 114703 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18000 members 
Mstep: Class 15 contains 83239 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49289 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779416.000000 Penalty: 57374.648438
Iteration 204Q: 28 clusters Score -5.977942e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 114704 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18006 members 
Mstep: Class 15 contains 83239 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60310 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49282 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779424.000000 Penalty: 57374.648438
Iteration 205Q: 28 clusters Score -5.977942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 114708 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 83237 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49279 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779420.000000 Penalty: 57374.648438
Iteration 206Q: 28 clusters Score -5.977942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 114709 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 83238 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49274 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 207Q: 28 clusters Score -5.977943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 114714 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18007 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 22349 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60310 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779420.000000 Penalty: 57374.648438
Iteration 208Q: 28 clusters Score -5.977942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 114714 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34576 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18009 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 22347 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60310 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49263 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 209Q: 28 clusters Score -5.977943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 114710 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18013 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49259 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779428.000000 Penalty: 57374.648438
Iteration 210Q: 28 clusters Score -5.977943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 114711 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18014 members 
Mstep: Class 15 contains 83240 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60308 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49254 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779456.000000 Penalty: 57374.648438
Iteration 211Q: 28 clusters Score -5.977946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 114712 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83242 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49249 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779472.000000 Penalty: 57374.648438
Iteration 212Q: 28 clusters Score -5.977947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 114712 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779472.000000 Penalty: 57374.648438
Iteration 213Q: 28 clusters Score -5.977947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 114712 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779472.000000 Penalty: 57374.648438
Iteration 214F: 28 clusters Score -5.977947e+07 nChanged 0
Entering ConstructFrom: 
Score: -59779472.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (12776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Entering Unmasked Estep 
Score: -1664488.375000 Penalty: 1536.490234
	Iteration 0F: 2 clusters Score -1664488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1655533.375000 Penalty: 3072.980469
	Iteration 0F: 3 clusters Score -1655533 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1658634.875000 Penalty: 3072.980469
	Iteration 1F: 3 clusters Score -1658635 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1659030.750000 Penalty: 3072.980469
	Iteration 2F: 3 clusters Score -1659031 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1659442.875000 Penalty: 3072.980469
	Iteration 3F: 3 clusters Score -1659443 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1659837.750000 Penalty: 3072.980469
	Iteration 4F: 3 clusters Score -1659838 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1660237.000000 Penalty: 3072.980469
	Iteration 5F: 3 clusters Score -1660237 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1660648.375000 Penalty: 3072.980469
	Iteration 6F: 3 clusters Score -1660648 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1661091.125000 Penalty: 3072.980469
	Iteration 7F: 3 clusters Score -1661091 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1661508.375000 Penalty: 3072.980469
	Iteration 8Q: 3 clusters Score -1661508 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1661851.000000 Penalty: 3072.980469
	Iteration 9Q: 3 clusters Score -1661851 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1662122.875000 Penalty: 3072.980469
	Iteration 10Q: 3 clusters Score -1662123 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1662288.000000 Penalty: 3072.980469
	Iteration 11Q: 3 clusters Score -1662288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1662364.750000 Penalty: 3072.980469
	Iteration 12Q: 3 clusters Score -1662365 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1662409.875000 Penalty: 3072.980469
	Iteration 13Q: 3 clusters Score -1662410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1662437.625000 Penalty: 3072.980469
	Iteration 14Q: 3 clusters Score -1662438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1662457.250000 Penalty: 3072.980469
	Iteration 15Q: 3 clusters Score -1662457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1662459.625000 Penalty: 3072.980469
	Iteration 16Q: 3 clusters Score -1662460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1662470.000000 Penalty: 3072.980469
	Iteration 17Q: 3 clusters Score -1662470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1662481.000000 Penalty: 3072.980469
	Iteration 18Q: 3 clusters Score -1662481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1662491.250000 Penalty: 3072.980469
	Iteration 19Q: 3 clusters Score -1662491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1662497.500000 Penalty: 3072.980469
	Iteration 20F: 3 clusters Score -1662498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1662499.500000 Penalty: 3072.980469
	Iteration 21Q: 3 clusters Score -1662500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1662500.625000 Penalty: 3072.980469
	Iteration 22Q: 3 clusters Score -1662501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1662508.375000 Penalty: 3072.980469
	Iteration 23Q: 3 clusters Score -1662508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1662510.000000 Penalty: 3072.980469
	Iteration 24Q: 3 clusters Score -1662510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1662510.875000 Penalty: 3072.980469
	Iteration 25Q: 3 clusters Score -1662511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1662514.875000 Penalty: 3072.980469
	Iteration 26Q: 3 clusters Score -1662515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1662517.625000 Penalty: 3072.980469
	Iteration 27Q: 3 clusters Score -1662518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1662515.875000 Penalty: 3072.980469
	Iteration 28Q: 3 clusters Score -1662516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1662519.000000 Penalty: 3072.980469
	Iteration 29Q: 3 clusters Score -1662519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1662522.750000 Penalty: 3072.980469
	Iteration 30Q: 3 clusters Score -1662523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1662517.875000 Penalty: 3072.980469
	Iteration 31Q: 3 clusters Score -1662518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1662521.250000 Penalty: 3072.980469
	Iteration 32Q: 3 clusters Score -1662521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1662526.750000 Penalty: 3072.980469
	Iteration 33Q: 3 clusters Score -1662527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1662532.625000 Penalty: 3072.980469
	Iteration 34Q: 3 clusters Score -1662533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1662537.375000 Penalty: 3072.980469
	Iteration 35Q: 3 clusters Score -1662537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1662538.125000 Penalty: 3072.980469
	Iteration 36Q: 3 clusters Score -1662538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1662547.375000 Penalty: 3072.980469
	Iteration 37Q: 3 clusters Score -1662547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1662542.750000 Penalty: 3072.980469
	Iteration 38Q: 3 clusters Score -1662543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1662549.750000 Penalty: 3072.980469
	Iteration 39Q: 3 clusters Score -1662550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1662550.500000 Penalty: 3072.980469
	Iteration 40F: 3 clusters Score -1662550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1662554.000000 Penalty: 3072.980469
	Iteration 41Q: 3 clusters Score -1662554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1662553.875000 Penalty: 3072.980469
	Iteration 42Q: 3 clusters Score -1662554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1662564.250000 Penalty: 3072.980469
	Iteration 43Q: 3 clusters Score -1662564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1662566.500000 Penalty: 3072.980469
	Iteration 44Q: 3 clusters Score -1662566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1662562.500000 Penalty: 3072.980469
	Iteration 45Q: 3 clusters Score -1662562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1662568.500000 Penalty: 3072.980469
	Iteration 46Q: 3 clusters Score -1662568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1662575.750000 Penalty: 3072.980469
	Iteration 47Q: 3 clusters Score -1662576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1662581.000000 Penalty: 3072.980469
	Iteration 48Q: 3 clusters Score -1662581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1662582.875000 Penalty: 3072.980469
	Iteration 49Q: 3 clusters Score -1662583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1662585.000000 Penalty: 3072.980469
	Iteration 50Q: 3 clusters Score -1662585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1662587.875000 Penalty: 3072.980469
	Iteration 51Q: 3 clusters Score -1662588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1662592.250000 Penalty: 3072.980469
	Iteration 52Q: 3 clusters Score -1662592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1662592.625000 Penalty: 3072.980469
	Iteration 53Q: 3 clusters Score -1662593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1662594.000000 Penalty: 3072.980469
	Iteration 54Q: 3 clusters Score -1662594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1662602.125000 Penalty: 3072.980469
	Iteration 55Q: 3 clusters Score -1662602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1662602.500000 Penalty: 3072.980469
	Iteration 56Q: 3 clusters Score -1662602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1662605.125000 Penalty: 3072.980469
	Iteration 57Q: 3 clusters Score -1662605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1662605.625000 Penalty: 3072.980469
	Iteration 58Q: 3 clusters Score -1662606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1662607.625000 Penalty: 3072.980469
	Iteration 59Q: 3 clusters Score -1662608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1662614.125000 Penalty: 3072.980469
	Iteration 60F: 3 clusters Score -1662614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1662615.625000 Penalty: 3072.980469
	Iteration 61Q: 3 clusters Score -1662616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1662618.625000 Penalty: 3072.980469
	Iteration 62Q: 3 clusters Score -1662619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1662617.875000 Penalty: 3072.980469
	Iteration 63Q: 3 clusters Score -1662618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1662621.750000 Penalty: 3072.980469
	Iteration 64Q: 3 clusters Score -1662622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1662623.875000 Penalty: 3072.980469
	Iteration 65Q: 3 clusters Score -1662624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1662625.750000 Penalty: 3072.980469
	Iteration 66Q: 3 clusters Score -1662626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1662628.250000 Penalty: 3072.980469
	Iteration 67Q: 3 clusters Score -1662628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1662629.000000 Penalty: 3072.980469
	Iteration 68Q: 3 clusters Score -1662629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1662630.000000 Penalty: 3072.980469
	Iteration 69Q: 3 clusters Score -1662630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1662633.375000 Penalty: 3072.980469
	Iteration 70Q: 3 clusters Score -1662633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1662639.250000 Penalty: 3072.980469
	Iteration 71Q: 3 clusters Score -1662639 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1662635.500000 Penalty: 3072.980469
	Iteration 72Q: 3 clusters Score -1662636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1662636.000000 Penalty: 3072.980469
	Iteration 73Q: 3 clusters Score -1662636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1662644.875000 Penalty: 3072.980469
	Iteration 74Q: 3 clusters Score -1662645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1662646.750000 Penalty: 3072.980469
	Iteration 75Q: 3 clusters Score -1662647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1662649.750000 Penalty: 3072.980469
	Iteration 76Q: 3 clusters Score -1662650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1662653.000000 Penalty: 3072.980469
	Iteration 77Q: 3 clusters Score -1662653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1662656.125000 Penalty: 3072.980469
	Iteration 78Q: 3 clusters Score -1662656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1662659.875000 Penalty: 3072.980469
	Iteration 79Q: 3 clusters Score -1662660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1662660.000000 Penalty: 3072.980469
	Iteration 80F: 3 clusters Score -1662660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1662661.625000 Penalty: 3072.980469
	Iteration 81Q: 3 clusters Score -1662662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1662665.875000 Penalty: 3072.980469
	Iteration 82Q: 3 clusters Score -1662666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1662668.250000 Penalty: 3072.980469
	Iteration 83Q: 3 clusters Score -1662668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1662667.500000 Penalty: 3072.980469
	Iteration 84Q: 3 clusters Score -1662668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1662667.000000 Penalty: 3072.980469
	Iteration 85Q: 3 clusters Score -1662667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1662670.125000 Penalty: 3072.980469
	Iteration 86Q: 3 clusters Score -1662670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1662671.000000 Penalty: 3072.980469
	Iteration 87Q: 3 clusters Score -1662671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1662672.125000 Penalty: 3072.980469
	Iteration 88Q: 3 clusters Score -1662672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1662672.750000 Penalty: 3072.980469
	Iteration 89Q: 3 clusters Score -1662673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1662672.250000 Penalty: 3072.980469
	Iteration 90Q: 3 clusters Score -1662672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1662673.750000 Penalty: 3072.980469
	Iteration 91Q: 3 clusters Score -1662674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1662673.625000 Penalty: 3072.980469
	Iteration 92Q: 3 clusters Score -1662674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1662675.000000 Penalty: 3072.980469
	Iteration 93Q: 3 clusters Score -1662675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1662678.375000 Penalty: 3072.980469
	Iteration 94Q: 3 clusters Score -1662678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1662677.875000 Penalty: 3072.980469
	Iteration 95Q: 3 clusters Score -1662678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1662679.250000 Penalty: 3072.980469
	Iteration 96Q: 3 clusters Score -1662679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1662679.250000 Penalty: 3072.980469
	Iteration 97Q: 3 clusters Score -1662679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1662681.125000 Penalty: 3072.980469
	Iteration 98Q: 3 clusters Score -1662681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1662683.875000 Penalty: 3072.980469
	Iteration 99Q: 3 clusters Score -1662684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1662683.000000 Penalty: 3072.980469
	Iteration 100F: 3 clusters Score -1662683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1662684.250000 Penalty: 3072.980469
	Iteration 101Q: 3 clusters Score -1662684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1662685.375000 Penalty: 3072.980469
	Iteration 102Q: 3 clusters Score -1662685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1662685.375000 Penalty: 3072.980469
	Iteration 103F: 3 clusters Score -1662685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (114712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114712 members 
Entering Unmasked Estep 
Score: -14836492.000000 Penalty: 1893.154175
	Iteration 0F: 2 clusters Score -1.483649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -14765436.000000 Penalty: 3786.308350
	Iteration 0F: 3 clusters Score -1.476544e+07 nChanged 55090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -14797548.000000 Penalty: 3786.308350
	Iteration 1F: 3 clusters Score -1.479755e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -14798327.000000 Penalty: 3786.308350
	Iteration 2Q: 3 clusters Score -1.479833e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 59298 members 
Entering Unmasked Estep 
Score: -14799216.000000 Penalty: 3786.308350
	Iteration 3Q: 3 clusters Score -1.479922e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -14800331.000000 Penalty: 3786.308350
	Iteration 4Q: 3 clusters Score -1.480033e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -14801947.000000 Penalty: 3786.308350
	Iteration 5Q: 3 clusters Score -1.480195e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52530 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -14804049.000000 Penalty: 3786.308350
	Iteration 6Q: 3 clusters Score -1.480405e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -14807104.000000 Penalty: 3786.308350
	Iteration 7Q: 3 clusters Score -1.48071e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -14811250.000000 Penalty: 3786.308350
	Iteration 8F: 3 clusters Score -1.481125e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -14816024.000000 Penalty: 3786.308350
	Iteration 9F: 3 clusters Score -1.481602e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -14819313.000000 Penalty: 3786.308350
	Iteration 10F: 3 clusters Score -1.481931e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -14820488.000000 Penalty: 3786.308350
	Iteration 11Q: 3 clusters Score -1.482049e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 66286 members 
Entering Unmasked Estep 
Score: -14820899.000000 Penalty: 3786.308350
	Iteration 12Q: 3 clusters Score -1.48209e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 66492 members 
Entering Unmasked Estep 
Score: -14821137.000000 Penalty: 3786.308350
	Iteration 13Q: 3 clusters Score -1.482114e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -14821411.000000 Penalty: 3786.308350
	Iteration 14Q: 3 clusters Score -1.482141e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -14821716.000000 Penalty: 3786.308350
	Iteration 15Q: 3 clusters Score -1.482172e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -14821932.000000 Penalty: 3786.308350
	Iteration 16Q: 3 clusters Score -1.482193e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -14822320.000000 Penalty: 3786.308350
	Iteration 17Q: 3 clusters Score -1.482232e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -14822735.000000 Penalty: 3786.308350
	Iteration 18Q: 3 clusters Score -1.482274e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 67949 members 
Entering Unmasked Estep 
Score: -14823235.000000 Penalty: 3786.308350
	Iteration 19Q: 3 clusters Score -1.482324e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -14823685.000000 Penalty: 3786.308350
	Iteration 20F: 3 clusters Score -1.482368e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -14824377.000000 Penalty: 3786.308350
	Iteration 21Q: 3 clusters Score -1.482438e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 68967 members 
Entering Unmasked Estep 
Score: -14825219.000000 Penalty: 3786.308350
	Iteration 22Q: 3 clusters Score -1.482522e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -14826392.000000 Penalty: 3786.308350
	Iteration 23Q: 3 clusters Score -1.482639e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -14827774.000000 Penalty: 3786.308350
	Iteration 24Q: 3 clusters Score -1.482777e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -14829438.000000 Penalty: 3786.308350
	Iteration 25Q: 3 clusters Score -1.482944e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -14831743.000000 Penalty: 3786.308350
	Iteration 26Q: 3 clusters Score -1.483174e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -14834168.000000 Penalty: 3786.308350
	Iteration 27Q: 3 clusters Score -1.483417e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -14836664.000000 Penalty: 3786.308350
	Iteration 28Q: 3 clusters Score -1.483666e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -14838428.000000 Penalty: 3786.308350
	Iteration 29Q: 3 clusters Score -1.483843e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -14839297.000000 Penalty: 3786.308350
	Iteration 30Q: 3 clusters Score -1.48393e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -14839840.000000 Penalty: 3786.308350
	Iteration 31Q: 3 clusters Score -1.483984e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -14840055.000000 Penalty: 3786.308350
	Iteration 32Q: 3 clusters Score -1.484006e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -14840230.000000 Penalty: 3786.308350
	Iteration 33Q: 3 clusters Score -1.484023e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -14840308.000000 Penalty: 3786.308350
	Iteration 34Q: 3 clusters Score -1.484031e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -14840361.000000 Penalty: 3786.308350
	Iteration 35Q: 3 clusters Score -1.484036e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -14840353.000000 Penalty: 3786.308350
	Iteration 36Q: 3 clusters Score -1.484035e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -14840393.000000 Penalty: 3786.308350
	Iteration 37Q: 3 clusters Score -1.484039e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -14840376.000000 Penalty: 3786.308350
	Iteration 38Q: 3 clusters Score -1.484038e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 72884 members 
Entering Unmasked Estep 
Score: -14840367.000000 Penalty: 3786.308350
	Iteration 39Q: 3 clusters Score -1.484037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -14840492.000000 Penalty: 3786.308350
	Iteration 40F: 3 clusters Score -1.484049e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -14840575.000000 Penalty: 3786.308350
	Iteration 41Q: 3 clusters Score -1.484058e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -14840566.000000 Penalty: 3786.308350
	Iteration 42Q: 3 clusters Score -1.484057e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 72730 members 
Entering Unmasked Estep 
Score: -14840583.000000 Penalty: 3786.308350
	Iteration 43Q: 3 clusters Score -1.484058e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
Score: -14840593.000000 Penalty: 3786.308350
	Iteration 44Q: 3 clusters Score -1.484059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -14840614.000000 Penalty: 3786.308350
	Iteration 45Q: 3 clusters Score -1.484061e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -14840616.000000 Penalty: 3786.308350
	Iteration 46Q: 3 clusters Score -1.484062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -14840629.000000 Penalty: 3786.308350
	Iteration 47Q: 3 clusters Score -1.484063e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 72522 members 
Entering Unmasked Estep 
Score: -14840609.000000 Penalty: 3786.308350
	Iteration 48Q: 3 clusters Score -1.484061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -14840602.000000 Penalty: 3786.308350
	Iteration 49Q: 3 clusters Score -1.48406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -14840611.000000 Penalty: 3786.308350
	Iteration 50Q: 3 clusters Score -1.484061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -14840603.000000 Penalty: 3786.308350
	Iteration 51Q: 3 clusters Score -1.48406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -14840604.000000 Penalty: 3786.308350
	Iteration 52Q: 3 clusters Score -1.48406e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -14840616.000000 Penalty: 3786.308350
	Iteration 53Q: 3 clusters Score -1.484062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 72336 members 
Entering Unmasked Estep 
Score: -14840616.000000 Penalty: 3786.308350
	Iteration 54Q: 3 clusters Score -1.484062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -14840621.000000 Penalty: 3786.308350
	Iteration 55Q: 3 clusters Score -1.484062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 72288 members 
Entering Unmasked Estep 
Score: -14840606.000000 Penalty: 3786.308350
	Iteration 56Q: 3 clusters Score -1.484061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -14840607.000000 Penalty: 3786.308350
	Iteration 57Q: 3 clusters Score -1.484061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -14840623.000000 Penalty: 3786.308350
	Iteration 58Q: 3 clusters Score -1.484062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -14840630.000000 Penalty: 3786.308350
	Iteration 59Q: 3 clusters Score -1.484063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -14840645.000000 Penalty: 3786.308350
	Iteration 60F: 3 clusters Score -1.484064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -14840656.000000 Penalty: 3786.308350
	Iteration 61Q: 3 clusters Score -1.484066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -14840650.000000 Penalty: 3786.308350
	Iteration 62Q: 3 clusters Score -1.484065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -14840640.000000 Penalty: 3786.308350
	Iteration 63Q: 3 clusters Score -1.484064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 72121 members 
Entering Unmasked Estep 
Score: -14840645.000000 Penalty: 3786.308350
	Iteration 64Q: 3 clusters Score -1.484064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -14840655.000000 Penalty: 3786.308350
	Iteration 65Q: 3 clusters Score -1.484066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -14840653.000000 Penalty: 3786.308350
	Iteration 66Q: 3 clusters Score -1.484065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -14840651.000000 Penalty: 3786.308350
	Iteration 67Q: 3 clusters Score -1.484065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -14840644.000000 Penalty: 3786.308350
	Iteration 68Q: 3 clusters Score -1.484064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -14840652.000000 Penalty: 3786.308350
	Iteration 69Q: 3 clusters Score -1.484065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -14840642.000000 Penalty: 3786.308350
	Iteration 70Q: 3 clusters Score -1.484064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 71995 members 
Entering Unmasked Estep 
Score: -14840653.000000 Penalty: 3786.308350
	Iteration 71Q: 3 clusters Score -1.484065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -14840643.000000 Penalty: 3786.308350
	Iteration 72Q: 3 clusters Score -1.484064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -14840642.000000 Penalty: 3786.308350
	Iteration 73Q: 3 clusters Score -1.484064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -14840655.000000 Penalty: 3786.308350
	Iteration 74Q: 3 clusters Score -1.484066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -14840640.000000 Penalty: 3786.308350
	Iteration 75Q: 3 clusters Score -1.484064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -14840646.000000 Penalty: 3786.308350
	Iteration 76Q: 3 clusters Score -1.484065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 71922 members 
Entering Unmasked Estep 
Score: -14840645.000000 Penalty: 3786.308350
	Iteration 77Q: 3 clusters Score -1.484064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 71912 members 
Entering Unmasked Estep 
Score: -14840648.000000 Penalty: 3786.308350
	Iteration 78Q: 3 clusters Score -1.484065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -14840643.000000 Penalty: 3786.308350
	Iteration 79Q: 3 clusters Score -1.484064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -14840641.000000 Penalty: 3786.308350
	Iteration 80F: 3 clusters Score -1.484064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -14840630.000000 Penalty: 3786.308350
	Iteration 81Q: 3 clusters Score -1.484063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -14840632.000000 Penalty: 3786.308350
	Iteration 82Q: 3 clusters Score -1.484063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -14840637.000000 Penalty: 3786.308350
	Iteration 83Q: 3 clusters Score -1.484064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -14840640.000000 Penalty: 3786.308350
	Iteration 84Q: 3 clusters Score -1.484064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -14840629.000000 Penalty: 3786.308350
	Iteration 85Q: 3 clusters Score -1.484063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -14840616.000000 Penalty: 3786.308350
	Iteration 86Q: 3 clusters Score -1.484062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -14840639.000000 Penalty: 3786.308350
	Iteration 87Q: 3 clusters Score -1.484064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -14840643.000000 Penalty: 3786.308350
	Iteration 88Q: 3 clusters Score -1.484064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -14840644.000000 Penalty: 3786.308350
	Iteration 89Q: 3 clusters Score -1.484064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 71814 members 
Entering Unmasked Estep 
Score: -14840640.000000 Penalty: 3786.308350
	Iteration 90Q: 3 clusters Score -1.484064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -14840642.000000 Penalty: 3786.308350
	Iteration 91Q: 3 clusters Score -1.484064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -14840642.000000 Penalty: 3786.308350
	Iteration 92F: 3 clusters Score -1.484064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 712 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 71812 members 
Entering Unmasked Estep 
Score: -59782984.000000 Penalty: 59499.636719
Splitting cluster 2 changes total score from -59779472.000000 to -59782984.000000
So it's getting split into cluster 28.
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: -45460.179688 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -45460.18 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: -44484.027344 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -44484.03 nChanged 105
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: -44633.128906 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -44633.13 nChanged 24
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: -44689.527344 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -44689.53 nChanged 9
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: -44710.035156 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -44710.04 nChanged 5
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: -44715.085938 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -44715.09 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: -44719.675781 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -44719.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44724.191406 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -44724.19 nChanged 3
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: -44725.824219 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -44725.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44726.085938 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -44726.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44726.632812 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -44726.63 nChanged 2
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: -44736.242188 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -44736.24 nChanged 1
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: -44737.343750 Penalty: 1969.214966
	Iteration 11Q: 3 clusters Score -44737.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44739.503906 Penalty: 1969.214966
	Iteration 12Q: 3 clusters Score -44739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44740.503906 Penalty: 1969.214966
	Iteration 13Q: 3 clusters Score -44740.5 nChanged 1
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: -44740.996094 Penalty: 1969.214966
	Iteration 14Q: 3 clusters Score -44741 nChanged 3
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: -44742.003906 Penalty: 1969.214966
	Iteration 15Q: 3 clusters Score -44742 nChanged 1
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: -44746.250000 Penalty: 1969.214966
	Iteration 16Q: 3 clusters Score -44746.25 nChanged 5
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: -44770.328125 Penalty: 1969.214966
	Iteration 17Q: 3 clusters Score -44770.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44785.218750 Penalty: 1969.214966
	Iteration 18Q: 3 clusters Score -44785.22 nChanged 8
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: -44793.394531 Penalty: 1969.214966
	Iteration 19Q: 3 clusters Score -44793.39 nChanged 5
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: -44798.437500 Penalty: 1969.214966
	Iteration 20F: 3 clusters Score -44798.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44811.917969 Penalty: 1969.214966
	Iteration 21Q: 3 clusters Score -44811.92 nChanged 9
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: -44821.214844 Penalty: 1969.214966
	Iteration 22Q: 3 clusters Score -44821.21 nChanged 10
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: -44832.925781 Penalty: 1969.214966
	Iteration 23Q: 3 clusters Score -44832.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44842.296875 Penalty: 1969.214966
	Iteration 24Q: 3 clusters Score -44842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44853.218750 Penalty: 1969.214966
	Iteration 25Q: 3 clusters Score -44853.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44882.566406 Penalty: 1969.214966
	Iteration 26Q: 3 clusters Score -44882.57 nChanged 6
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: -44892.292969 Penalty: 1969.214966
	Iteration 27Q: 3 clusters Score -44892.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44899.339844 Penalty: 1969.214966
	Iteration 28Q: 3 clusters Score -44899.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44903.929688 Penalty: 1969.214966
	Iteration 29Q: 3 clusters Score -44903.93 nChanged 4
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: -44911.113281 Penalty: 1969.214966
	Iteration 30Q: 3 clusters Score -44911.11 nChanged 4
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: -44916.214844 Penalty: 1969.214966
	Iteration 31Q: 3 clusters Score -44916.21 nChanged 2
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: -44928.691406 Penalty: 1969.214966
	Iteration 32Q: 3 clusters Score -44928.69 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: -44930.070312 Penalty: 1969.214966
	Iteration 33Q: 3 clusters Score -44930.07 nChanged 1
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: -44932.710938 Penalty: 1969.214966
	Iteration 34Q: 3 clusters Score -44932.71 nChanged 1
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: -44933.929688 Penalty: 1969.214966
	Iteration 35Q: 3 clusters Score -44933.93 nChanged 0
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: -44933.929688 Penalty: 1969.214966
	Iteration 36F: 3 clusters Score -44933.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -271416.343750 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -271416.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -269163.656250 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -269163.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -269616.187500 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -269616.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -269732.843750 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -269732.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -269805.437500 Penalty: 2506.253418
	Iteration 3F: 3 clusters Score -269805.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -269841.625000 Penalty: 2506.253418
	Iteration 4Q: 3 clusters Score -269841.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -269867.062500 Penalty: 2506.253418
	Iteration 5Q: 3 clusters Score -269867.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -269884.593750 Penalty: 2506.253418
	Iteration 6Q: 3 clusters Score -269884.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269902.093750 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -269902.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269915.468750 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -269915.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -269925.718750 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -269925.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -269935.218750 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -269935.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -269947.531250 Penalty: 2506.253418
	Iteration 11Q: 3 clusters Score -269947.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -269953.812500 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -269953.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -269959.062500 Penalty: 2506.253418
	Iteration 13Q: 3 clusters Score -269959.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -269963.781250 Penalty: 2506.253418
	Iteration 14Q: 3 clusters Score -269963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -269967.406250 Penalty: 2506.253418
	Iteration 15Q: 3 clusters Score -269967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -269974.937500 Penalty: 2506.253418
	Iteration 16Q: 3 clusters Score -269974.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -269981.375000 Penalty: 2506.253418
	Iteration 17Q: 3 clusters Score -269981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -269989.625000 Penalty: 2506.253418
	Iteration 18Q: 3 clusters Score -269989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -269993.250000 Penalty: 2506.253418
	Iteration 19Q: 3 clusters Score -269993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -269995.968750 Penalty: 2506.253418
	Iteration 20F: 3 clusters Score -269996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -269999.468750 Penalty: 2506.253418
	Iteration 21Q: 3 clusters Score -269999.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -270002.968750 Penalty: 2506.253418
	Iteration 22Q: 3 clusters Score -270003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -270004.843750 Penalty: 2506.253418
	Iteration 23Q: 3 clusters Score -270004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -270005.375000 Penalty: 2506.253418
	Iteration 24Q: 3 clusters Score -270005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -270006.375000 Penalty: 2506.253418
	Iteration 25Q: 3 clusters Score -270006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -270007.562500 Penalty: 2506.253418
	Iteration 26Q: 3 clusters Score -270007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -270008.750000 Penalty: 2506.253418
	Iteration 27Q: 3 clusters Score -270008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -270009.375000 Penalty: 2506.253418
	Iteration 28Q: 3 clusters Score -270009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -270011.437500 Penalty: 2506.253418
	Iteration 29Q: 3 clusters Score -270011.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -270016.500000 Penalty: 2506.253418
	Iteration 30Q: 3 clusters Score -270016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270019.156250 Penalty: 2506.253418
	Iteration 31Q: 3 clusters Score -270019.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270020.437500 Penalty: 2506.253418
	Iteration 32Q: 3 clusters Score -270020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -270020.468750 Penalty: 2506.253418
	Iteration 33Q: 3 clusters Score -270020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -270020.468750 Penalty: 2506.253418
	Iteration 34F: 3 clusters Score -270020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Entering Unmasked Estep 
Score: -2247833.500000 Penalty: 1592.087280
	Iteration 0F: 2 clusters Score -2247834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2235553.250000 Penalty: 3184.174561
	Iteration 0F: 3 clusters Score -2235553 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2239941.750000 Penalty: 3184.174561
	Iteration 1F: 3 clusters Score -2239942 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2240300.500000 Penalty: 3184.174561
	Iteration 2Q: 3 clusters Score -2240300 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2240696.500000 Penalty: 3184.174561
	Iteration 3Q: 3 clusters Score -2240696 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2241231.000000 Penalty: 3184.174561
	Iteration 4F: 3 clusters Score -2241231 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2241931.250000 Penalty: 3184.174561
	Iteration 5F: 3 clusters Score -2241931 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2242821.250000 Penalty: 3184.174561
	Iteration 6F: 3 clusters Score -2242821 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2243783.750000 Penalty: 3184.174561
	Iteration 7F: 3 clusters Score -2243784 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2244550.500000 Penalty: 3184.174561
	Iteration 8F: 3 clusters Score -2244550 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2245094.000000 Penalty: 3184.174561
	Iteration 9Q: 3 clusters Score -2245094 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2245492.000000 Penalty: 3184.174561
	Iteration 10Q: 3 clusters Score -2245492 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2245780.000000 Penalty: 3184.174561
	Iteration 11Q: 3 clusters Score -2245780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2245999.500000 Penalty: 3184.174561
	Iteration 12Q: 3 clusters Score -2246000 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2246151.000000 Penalty: 3184.174561
	Iteration 13Q: 3 clusters Score -2246151 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2246268.000000 Penalty: 3184.174561
	Iteration 14Q: 3 clusters Score -2246268 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2246321.000000 Penalty: 3184.174561
	Iteration 15Q: 3 clusters Score -2246321 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2246364.000000 Penalty: 3184.174561
	Iteration 16Q: 3 clusters Score -2246364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2246409.750000 Penalty: 3184.174561
	Iteration 17Q: 3 clusters Score -2246410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2246452.500000 Penalty: 3184.174561
	Iteration 18Q: 3 clusters Score -2246452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2246493.000000 Penalty: 3184.174561
	Iteration 19Q: 3 clusters Score -2246493 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2246517.250000 Penalty: 3184.174561
	Iteration 20F: 3 clusters Score -2246517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2246530.250000 Penalty: 3184.174561
	Iteration 21Q: 3 clusters Score -2246530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2246546.750000 Penalty: 3184.174561
	Iteration 22Q: 3 clusters Score -2246547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2246562.000000 Penalty: 3184.174561
	Iteration 23Q: 3 clusters Score -2246562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2246564.500000 Penalty: 3184.174561
	Iteration 24Q: 3 clusters Score -2246564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2246567.750000 Penalty: 3184.174561
	Iteration 25Q: 3 clusters Score -2246568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2246571.000000 Penalty: 3184.174561
	Iteration 26Q: 3 clusters Score -2246571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2246575.500000 Penalty: 3184.174561
	Iteration 27Q: 3 clusters Score -2246576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2246578.000000 Penalty: 3184.174561
	Iteration 28Q: 3 clusters Score -2246578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2246588.250000 Penalty: 3184.174561
	Iteration 29Q: 3 clusters Score -2246588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2246597.750000 Penalty: 3184.174561
	Iteration 30Q: 3 clusters Score -2246598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2246602.250000 Penalty: 3184.174561
	Iteration 31Q: 3 clusters Score -2246602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2246603.250000 Penalty: 3184.174561
	Iteration 32Q: 3 clusters Score -2246603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2246605.250000 Penalty: 3184.174561
	Iteration 33Q: 3 clusters Score -2246605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2246607.000000 Penalty: 3184.174561
	Iteration 34Q: 3 clusters Score -2246607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2246607.250000 Penalty: 3184.174561
	Iteration 35Q: 3 clusters Score -2246607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2246608.750000 Penalty: 3184.174561
	Iteration 36Q: 3 clusters Score -2246609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2246613.500000 Penalty: 3184.174561
	Iteration 37Q: 3 clusters Score -2246614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2246614.500000 Penalty: 3184.174561
	Iteration 38Q: 3 clusters Score -2246614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2246614.500000 Penalty: 3184.174561
	Iteration 39Q: 3 clusters Score -2246614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2246615.750000 Penalty: 3184.174561
	Iteration 40F: 3 clusters Score -2246616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2246614.500000 Penalty: 3184.174561
	Iteration 41Q: 3 clusters Score -2246614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2246616.000000 Penalty: 3184.174561
	Iteration 42Q: 3 clusters Score -2246616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2246618.000000 Penalty: 3184.174561
	Iteration 43Q: 3 clusters Score -2246618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2246617.750000 Penalty: 3184.174561
	Iteration 44Q: 3 clusters Score -2246618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2246617.750000 Penalty: 3184.174561
	Iteration 45F: 3 clusters Score -2246618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Entering Unmasked Estep 
Score: -73750.476562 Penalty: 1067.312622
	Iteration 0F: 2 clusters Score -73750.48 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 335 members 
Entering Unmasked Estep 
Score: -72562.648438 Penalty: 2134.625244
	Iteration 0F: 3 clusters Score -72562.65 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -72952.031250 Penalty: 2134.625244
	Iteration 1F: 3 clusters Score -72952.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -73111.781250 Penalty: 2134.625244
	Iteration 2F: 3 clusters Score -73111.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73260.031250 Penalty: 2134.625244
	Iteration 3F: 3 clusters Score -73260.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73345.039062 Penalty: 2134.625244
	Iteration 4F: 3 clusters Score -73345.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73411.164062 Penalty: 2134.625244
	Iteration 5Q: 3 clusters Score -73411.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73439.132812 Penalty: 2134.625244
	Iteration 6Q: 3 clusters Score -73439.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73465.117188 Penalty: 2134.625244
	Iteration 7Q: 3 clusters Score -73465.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73509.195312 Penalty: 2134.625244
	Iteration 8Q: 3 clusters Score -73509.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73537.226562 Penalty: 2134.625244
	Iteration 9Q: 3 clusters Score -73537.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73561.710938 Penalty: 2134.625244
	Iteration 10Q: 3 clusters Score -73561.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73608.328125 Penalty: 2134.625244
	Iteration 11Q: 3 clusters Score -73608.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73671.171875 Penalty: 2134.625244
	Iteration 12Q: 3 clusters Score -73671.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73689.343750 Penalty: 2134.625244
	Iteration 13Q: 3 clusters Score -73689.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73696.960938 Penalty: 2134.625244
	Iteration 14Q: 3 clusters Score -73696.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -73698.187500 Penalty: 2134.625244
	Iteration 15Q: 3 clusters Score -73698.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73698.976562 Penalty: 2134.625244
	Iteration 16Q: 3 clusters Score -73698.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -73701.382812 Penalty: 2134.625244
	Iteration 17Q: 3 clusters Score -73701.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73709.601562 Penalty: 2134.625244
	Iteration 18Q: 3 clusters Score -73709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73713.687500 Penalty: 2134.625244
	Iteration 19Q: 3 clusters Score -73713.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -73717.984375 Penalty: 2134.625244
	Iteration 20F: 3 clusters Score -73717.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73738.375000 Penalty: 2134.625244
	Iteration 21Q: 3 clusters Score -73738.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73775.304688 Penalty: 2134.625244
	Iteration 22Q: 3 clusters Score -73775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73791.054688 Penalty: 2134.625244
	Iteration 23Q: 3 clusters Score -73791.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73796.914062 Penalty: 2134.625244
	Iteration 24Q: 3 clusters Score -73796.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -73814.460938 Penalty: 2134.625244
	Iteration 25Q: 3 clusters Score -73814.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -73830.625000 Penalty: 2134.625244
	Iteration 26Q: 3 clusters Score -73830.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -73842.718750 Penalty: 2134.625244
	Iteration 27Q: 3 clusters Score -73842.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73857.218750 Penalty: 2134.625244
	Iteration 28Q: 3 clusters Score -73857.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -73857.218750 Penalty: 2134.625244
	Iteration 29F: 3 clusters Score -73857.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 261 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 71812 members 
Mstep: Class 29 contains 384 members 
Entering Unmasked Estep 
Score: -59782024.000000 Penalty: 61624.625000
Splitting cluster 6 changes total score from -59779472.000000 to -59782024.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 7 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -921889.375000 Penalty: 1446.427856
	Iteration 0F: 2 clusters Score -921889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -916376.312500 Penalty: 2892.855713
	Iteration 0F: 3 clusters Score -916376.3 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -918077.625000 Penalty: 2892.855713
	Iteration 1F: 3 clusters Score -918077.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -918378.312500 Penalty: 2892.855713
	Iteration 2F: 3 clusters Score -918378.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -918616.500000 Penalty: 2892.855713
	Iteration 3F: 3 clusters Score -918616.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -918855.562500 Penalty: 2892.855713
	Iteration 4F: 3 clusters Score -918855.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -919096.375000 Penalty: 2892.855713
	Iteration 5F: 3 clusters Score -919096.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -919300.250000 Penalty: 2892.855713
	Iteration 6Q: 3 clusters Score -919300.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -919505.812500 Penalty: 2892.855713
	Iteration 7Q: 3 clusters Score -919505.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -919717.812500 Penalty: 2892.855713
	Iteration 8Q: 3 clusters Score -919717.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -919928.562500 Penalty: 2892.855713
	Iteration 9Q: 3 clusters Score -919928.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -920068.562500 Penalty: 2892.855713
	Iteration 10Q: 3 clusters Score -920068.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -920158.187500 Penalty: 2892.855713
	Iteration 11Q: 3 clusters Score -920158.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -920214.625000 Penalty: 2892.855713
	Iteration 12Q: 3 clusters Score -920214.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -920259.625000 Penalty: 2892.855713
	Iteration 13Q: 3 clusters Score -920259.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -920290.187500 Penalty: 2892.855713
	Iteration 14Q: 3 clusters Score -920290.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -920310.937500 Penalty: 2892.855713
	Iteration 15Q: 3 clusters Score -920310.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -920331.250000 Penalty: 2892.855713
	Iteration 16Q: 3 clusters Score -920331.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -920348.000000 Penalty: 2892.855713
	Iteration 17Q: 3 clusters Score -920348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -920358.687500 Penalty: 2892.855713
	Iteration 18Q: 3 clusters Score -920358.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -920368.000000 Penalty: 2892.855713
	Iteration 19Q: 3 clusters Score -920368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -920379.312500 Penalty: 2892.855713
	Iteration 20F: 3 clusters Score -920379.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -920389.187500 Penalty: 2892.855713
	Iteration 21Q: 3 clusters Score -920389.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -920398.125000 Penalty: 2892.855713
	Iteration 22Q: 3 clusters Score -920398.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -920403.312500 Penalty: 2892.855713
	Iteration 23Q: 3 clusters Score -920403.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -920409.875000 Penalty: 2892.855713
	Iteration 24Q: 3 clusters Score -920409.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -920412.312500 Penalty: 2892.855713
	Iteration 25Q: 3 clusters Score -920412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -920417.937500 Penalty: 2892.855713
	Iteration 26Q: 3 clusters Score -920417.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -920421.562500 Penalty: 2892.855713
	Iteration 27Q: 3 clusters Score -920421.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -920422.875000 Penalty: 2892.855713
	Iteration 28Q: 3 clusters Score -920422.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -920425.062500 Penalty: 2892.855713
	Iteration 29Q: 3 clusters Score -920425.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -920427.812500 Penalty: 2892.855713
	Iteration 30Q: 3 clusters Score -920427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -920427.062500 Penalty: 2892.855713
	Iteration 31Q: 3 clusters Score -920427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -920428.625000 Penalty: 2892.855713
	Iteration 32Q: 3 clusters Score -920428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -920431.062500 Penalty: 2892.855713
	Iteration 33Q: 3 clusters Score -920431.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -920432.562500 Penalty: 2892.855713
	Iteration 34Q: 3 clusters Score -920432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -920433.375000 Penalty: 2892.855713
	Iteration 35Q: 3 clusters Score -920433.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -920435.500000 Penalty: 2892.855713
	Iteration 36Q: 3 clusters Score -920435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -920438.500000 Penalty: 2892.855713
	Iteration 37Q: 3 clusters Score -920438.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -920436.500000 Penalty: 2892.855713
	Iteration 38Q: 3 clusters Score -920436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -920435.750000 Penalty: 2892.855713
	Iteration 39Q: 3 clusters Score -920435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -920437.687500 Penalty: 2892.855713
	Iteration 40F: 3 clusters Score -920437.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Entering Unmasked Estep 
Score: -4372436.000000 Penalty: 1698.278442
	Iteration 0F: 2 clusters Score -4372436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4349192.500000 Penalty: 3396.556885
	Iteration 0F: 3 clusters Score -4349192 nChanged 16068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -4358334.500000 Penalty: 3396.556885
	Iteration 1F: 3 clusters Score -4358334 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4358844.000000 Penalty: 3396.556885
	Iteration 2Q: 3 clusters Score -4358844 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4359402.500000 Penalty: 3396.556885
	Iteration 3Q: 3 clusters Score -4359402 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4360105.000000 Penalty: 3396.556885
	Iteration 4Q: 3 clusters Score -4360105 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4360915.000000 Penalty: 3396.556885
	Iteration 5F: 3 clusters Score -4360915 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4361834.500000 Penalty: 3396.556885
	Iteration 6F: 3 clusters Score -4361834 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4362808.000000 Penalty: 3396.556885
	Iteration 7F: 3 clusters Score -4362808 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -4363791.500000 Penalty: 3396.556885
	Iteration 8F: 3 clusters Score -4363792 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -4364809.000000 Penalty: 3396.556885
	Iteration 9Q: 3 clusters Score -4364809 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4365841.000000 Penalty: 3396.556885
	Iteration 10Q: 3 clusters Score -4365841 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4366923.000000 Penalty: 3396.556885
	Iteration 11Q: 3 clusters Score -4366923 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4367864.500000 Penalty: 3396.556885
	Iteration 12Q: 3 clusters Score -4367864 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -4368477.500000 Penalty: 3396.556885
	Iteration 13Q: 3 clusters Score -4368478 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -4368855.000000 Penalty: 3396.556885
	Iteration 14Q: 3 clusters Score -4368855 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -4369128.500000 Penalty: 3396.556885
	Iteration 15Q: 3 clusters Score -4369128 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -4369327.000000 Penalty: 3396.556885
	Iteration 16Q: 3 clusters Score -4369327 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4369525.500000 Penalty: 3396.556885
	Iteration 17Q: 3 clusters Score -4369526 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4369682.500000 Penalty: 3396.556885
	Iteration 18Q: 3 clusters Score -4369682 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4369805.000000 Penalty: 3396.556885
	Iteration 19Q: 3 clusters Score -4369805 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -4369895.000000 Penalty: 3396.556885
	Iteration 20F: 3 clusters Score -4369895 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4370016.500000 Penalty: 3396.556885
	Iteration 21Q: 3 clusters Score -4370016 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -4370094.500000 Penalty: 3396.556885
	Iteration 22Q: 3 clusters Score -4370094 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4370187.500000 Penalty: 3396.556885
	Iteration 23Q: 3 clusters Score -4370188 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4370265.000000 Penalty: 3396.556885
	Iteration 24Q: 3 clusters Score -4370265 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4370368.500000 Penalty: 3396.556885
	Iteration 25Q: 3 clusters Score -4370368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4370440.500000 Penalty: 3396.556885
	Iteration 26Q: 3 clusters Score -4370440 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4370526.500000 Penalty: 3396.556885
	Iteration 27Q: 3 clusters Score -4370526 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4370589.500000 Penalty: 3396.556885
	Iteration 28Q: 3 clusters Score -4370590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4370657.000000 Penalty: 3396.556885
	Iteration 29Q: 3 clusters Score -4370657 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4370719.000000 Penalty: 3396.556885
	Iteration 30Q: 3 clusters Score -4370719 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4370767.000000 Penalty: 3396.556885
	Iteration 31Q: 3 clusters Score -4370767 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4370826.000000 Penalty: 3396.556885
	Iteration 32Q: 3 clusters Score -4370826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4370861.000000 Penalty: 3396.556885
	Iteration 33Q: 3 clusters Score -4370861 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4370915.000000 Penalty: 3396.556885
	Iteration 34Q: 3 clusters Score -4370915 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4370931.500000 Penalty: 3396.556885
	Iteration 35Q: 3 clusters Score -4370932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4370975.500000 Penalty: 3396.556885
	Iteration 36Q: 3 clusters Score -4370976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4371017.500000 Penalty: 3396.556885
	Iteration 37Q: 3 clusters Score -4371018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4371037.500000 Penalty: 3396.556885
	Iteration 38Q: 3 clusters Score -4371038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4371075.000000 Penalty: 3396.556885
	Iteration 39Q: 3 clusters Score -4371075 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4371090.000000 Penalty: 3396.556885
	Iteration 40F: 3 clusters Score -4371090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4371117.500000 Penalty: 3396.556885
	Iteration 41Q: 3 clusters Score -4371118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4371127.000000 Penalty: 3396.556885
	Iteration 42Q: 3 clusters Score -4371127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4371148.500000 Penalty: 3396.556885
	Iteration 43Q: 3 clusters Score -4371148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4371159.000000 Penalty: 3396.556885
	Iteration 44Q: 3 clusters Score -4371159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4371168.500000 Penalty: 3396.556885
	Iteration 45Q: 3 clusters Score -4371168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4371183.000000 Penalty: 3396.556885
	Iteration 46Q: 3 clusters Score -4371183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4371194.000000 Penalty: 3396.556885
	Iteration 47Q: 3 clusters Score -4371194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4371183.000000 Penalty: 3396.556885
	Iteration 48Q: 3 clusters Score -4371183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4371187.000000 Penalty: 3396.556885
	Iteration 49Q: 3 clusters Score -4371187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4371188.500000 Penalty: 3396.556885
	Iteration 50Q: 3 clusters Score -4371188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4371189.000000 Penalty: 3396.556885
	Iteration 51Q: 3 clusters Score -4371189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4371186.500000 Penalty: 3396.556885
	Iteration 52Q: 3 clusters Score -4371186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4371189.500000 Penalty: 3396.556885
	Iteration 53Q: 3 clusters Score -4371190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4371190.500000 Penalty: 3396.556885
	Iteration 54Q: 3 clusters Score -4371190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4371197.000000 Penalty: 3396.556885
	Iteration 55Q: 3 clusters Score -4371197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4371207.500000 Penalty: 3396.556885
	Iteration 56Q: 3 clusters Score -4371208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4371209.500000 Penalty: 3396.556885
	Iteration 57Q: 3 clusters Score -4371210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4371208.000000 Penalty: 3396.556885
	Iteration 58Q: 3 clusters Score -4371208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4371208.500000 Penalty: 3396.556885
	Iteration 59Q: 3 clusters Score -4371208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4371218.500000 Penalty: 3396.556885
	Iteration 60F: 3 clusters Score -4371218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4371221.500000 Penalty: 3396.556885
	Iteration 61Q: 3 clusters Score -4371222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4371217.000000 Penalty: 3396.556885
	Iteration 62Q: 3 clusters Score -4371217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4371209.000000 Penalty: 3396.556885
	Iteration 63Q: 3 clusters Score -4371209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4371216.000000 Penalty: 3396.556885
	Iteration 64Q: 3 clusters Score -4371216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4371211.500000 Penalty: 3396.556885
	Iteration 65Q: 3 clusters Score -4371212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4371212.500000 Penalty: 3396.556885
	Iteration 66Q: 3 clusters Score -4371212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4371216.500000 Penalty: 3396.556885
	Iteration 67Q: 3 clusters Score -4371216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4371216.500000 Penalty: 3396.556885
	Iteration 68F: 3 clusters Score -4371216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -140289.640625 Penalty: 1155.488159
	Iteration 0F: 2 clusters Score -140289.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138673.265625 Penalty: 2310.976318
	Iteration 0F: 3 clusters Score -138673.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139005.546875 Penalty: 2310.976318
	Iteration 1F: 3 clusters Score -139005.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139116.343750 Penalty: 2310.976318
	Iteration 2F: 3 clusters Score -139116.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139172.703125 Penalty: 2310.976318
	Iteration 3Q: 3 clusters Score -139172.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139212.968750 Penalty: 2310.976318
	Iteration 4Q: 3 clusters Score -139213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -139247.468750 Penalty: 2310.976318
	Iteration 5Q: 3 clusters Score -139247.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -139262.640625 Penalty: 2310.976318
	Iteration 6Q: 3 clusters Score -139262.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139267.671875 Penalty: 2310.976318
	Iteration 7Q: 3 clusters Score -139267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -139269.328125 Penalty: 2310.976318
	Iteration 8Q: 3 clusters Score -139269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139271.250000 Penalty: 2310.976318
	Iteration 9Q: 3 clusters Score -139271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -139273.593750 Penalty: 2310.976318
	Iteration 10Q: 3 clusters Score -139273.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -139274.765625 Penalty: 2310.976318
	Iteration 11Q: 3 clusters Score -139274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -139276.828125 Penalty: 2310.976318
	Iteration 12Q: 3 clusters Score -139276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139278.609375 Penalty: 2310.976318
	Iteration 13Q: 3 clusters Score -139278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139278.609375 Penalty: 2310.976318
	Iteration 14F: 3 clusters Score -139278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -1297417.750000 Penalty: 1502.944336
	Iteration 0F: 2 clusters Score -1297418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1290060.000000 Penalty: 3005.888672
	Iteration 0F: 3 clusters Score -1290060 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1292470.000000 Penalty: 3005.888672
	Iteration 1F: 3 clusters Score -1292470 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1292740.000000 Penalty: 3005.888672
	Iteration 2F: 3 clusters Score -1292740 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1292936.500000 Penalty: 3005.888672
	Iteration 3Q: 3 clusters Score -1292936 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1293107.875000 Penalty: 3005.888672
	Iteration 4Q: 3 clusters Score -1293108 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1293280.000000 Penalty: 3005.888672
	Iteration 5Q: 3 clusters Score -1293280 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1293483.625000 Penalty: 3005.888672
	Iteration 6Q: 3 clusters Score -1293484 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1293775.000000 Penalty: 3005.888672
	Iteration 7Q: 3 clusters Score -1293775 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1294115.625000 Penalty: 3005.888672
	Iteration 8Q: 3 clusters Score -1294116 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1294512.375000 Penalty: 3005.888672
	Iteration 9F: 3 clusters Score -1294512 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1294855.500000 Penalty: 3005.888672
	Iteration 10Q: 3 clusters Score -1294856 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1295105.750000 Penalty: 3005.888672
	Iteration 11Q: 3 clusters Score -1295106 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1295240.500000 Penalty: 3005.888672
	Iteration 12Q: 3 clusters Score -1295240 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1295328.625000 Penalty: 3005.888672
	Iteration 13Q: 3 clusters Score -1295329 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1295398.500000 Penalty: 3005.888672
	Iteration 14Q: 3 clusters Score -1295398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1295452.375000 Penalty: 3005.888672
	Iteration 15Q: 3 clusters Score -1295452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1295491.375000 Penalty: 3005.888672
	Iteration 16Q: 3 clusters Score -1295491 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1295524.625000 Penalty: 3005.888672
	Iteration 17Q: 3 clusters Score -1295525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1295547.125000 Penalty: 3005.888672
	Iteration 18Q: 3 clusters Score -1295547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1295564.875000 Penalty: 3005.888672
	Iteration 19Q: 3 clusters Score -1295565 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1295581.250000 Penalty: 3005.888672
	Iteration 20F: 3 clusters Score -1295581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1295598.250000 Penalty: 3005.888672
	Iteration 21Q: 3 clusters Score -1295598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1295610.625000 Penalty: 3005.888672
	Iteration 22Q: 3 clusters Score -1295611 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1295628.500000 Penalty: 3005.888672
	Iteration 23Q: 3 clusters Score -1295628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1295649.500000 Penalty: 3005.888672
	Iteration 24Q: 3 clusters Score -1295650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1295671.000000 Penalty: 3005.888672
	Iteration 25Q: 3 clusters Score -1295671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1295691.625000 Penalty: 3005.888672
	Iteration 26Q: 3 clusters Score -1295692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1295712.625000 Penalty: 3005.888672
	Iteration 27Q: 3 clusters Score -1295713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1295735.750000 Penalty: 3005.888672
	Iteration 28Q: 3 clusters Score -1295736 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1295762.375000 Penalty: 3005.888672
	Iteration 29Q: 3 clusters Score -1295762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1295792.125000 Penalty: 3005.888672
	Iteration 30Q: 3 clusters Score -1295792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1295824.625000 Penalty: 3005.888672
	Iteration 31Q: 3 clusters Score -1295825 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1295873.750000 Penalty: 3005.888672
	Iteration 32Q: 3 clusters Score -1295874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1295954.125000 Penalty: 3005.888672
	Iteration 33Q: 3 clusters Score -1295954 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1296027.375000 Penalty: 3005.888672
	Iteration 34Q: 3 clusters Score -1296027 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1296105.000000 Penalty: 3005.888672
	Iteration 35Q: 3 clusters Score -1296105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1296180.375000 Penalty: 3005.888672
	Iteration 36Q: 3 clusters Score -1296180 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1296250.500000 Penalty: 3005.888672
	Iteration 37Q: 3 clusters Score -1296250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1296310.875000 Penalty: 3005.888672
	Iteration 38Q: 3 clusters Score -1296311 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1296365.625000 Penalty: 3005.888672
	Iteration 39Q: 3 clusters Score -1296366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1296439.250000 Penalty: 3005.888672
	Iteration 40F: 3 clusters Score -1296439 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1296530.375000 Penalty: 3005.888672
	Iteration 41Q: 3 clusters Score -1296530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1296604.750000 Penalty: 3005.888672
	Iteration 42Q: 3 clusters Score -1296605 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1296685.375000 Penalty: 3005.888672
	Iteration 43Q: 3 clusters Score -1296685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1296781.000000 Penalty: 3005.888672
	Iteration 44Q: 3 clusters Score -1296781 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1296890.875000 Penalty: 3005.888672
	Iteration 45Q: 3 clusters Score -1296891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1297001.250000 Penalty: 3005.888672
	Iteration 46Q: 3 clusters Score -1297001 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1297058.625000 Penalty: 3005.888672
	Iteration 47Q: 3 clusters Score -1297059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1297100.750000 Penalty: 3005.888672
	Iteration 48Q: 3 clusters Score -1297101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1297134.500000 Penalty: 3005.888672
	Iteration 49Q: 3 clusters Score -1297134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1297147.875000 Penalty: 3005.888672
	Iteration 50Q: 3 clusters Score -1297148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1297150.875000 Penalty: 3005.888672
	Iteration 51Q: 3 clusters Score -1297151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1297152.000000 Penalty: 3005.888672
	Iteration 52Q: 3 clusters Score -1297152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1297155.250000 Penalty: 3005.888672
	Iteration 53Q: 3 clusters Score -1297155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1297158.875000 Penalty: 3005.888672
	Iteration 54Q: 3 clusters Score -1297159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1297162.375000 Penalty: 3005.888672
	Iteration 55Q: 3 clusters Score -1297162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1297160.625000 Penalty: 3005.888672
	Iteration 56Q: 3 clusters Score -1297161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1297160.625000 Penalty: 3005.888672
	Iteration 57Q: 3 clusters Score -1297161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1297163.875000 Penalty: 3005.888672
	Iteration 58Q: 3 clusters Score -1297164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1297165.000000 Penalty: 3005.888672
	Iteration 59Q: 3 clusters Score -1297165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1297166.375000 Penalty: 3005.888672
	Iteration 60F: 3 clusters Score -1297166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1297164.750000 Penalty: 3005.888672
	Iteration 61Q: 3 clusters Score -1297165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1297164.750000 Penalty: 3005.888672
	Iteration 62Q: 3 clusters Score -1297165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1297164.750000 Penalty: 3005.888672
	Iteration 63F: 3 clusters Score -1297165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -137475.343750 Penalty: 1139.468750
	Iteration 0F: 2 clusters Score -137475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135976.250000 Penalty: 2278.937500
	Iteration 0F: 3 clusters Score -135976.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136270.578125 Penalty: 2278.937500
	Iteration 1F: 3 clusters Score -136270.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136380.406250 Penalty: 2278.937500
	Iteration 2F: 3 clusters Score -136380.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136449.421875 Penalty: 2278.937500
	Iteration 3F: 3 clusters Score -136449.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -136498.375000 Penalty: 2278.937500
	Iteration 4Q: 3 clusters Score -136498.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136534.515625 Penalty: 2278.937500
	Iteration 5Q: 3 clusters Score -136534.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -136552.984375 Penalty: 2278.937500
	Iteration 6Q: 3 clusters Score -136553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -136563.625000 Penalty: 2278.937500
	Iteration 7Q: 3 clusters Score -136563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136577.281250 Penalty: 2278.937500
	Iteration 8Q: 3 clusters Score -136577.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136588.968750 Penalty: 2278.937500
	Iteration 9Q: 3 clusters Score -136589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -136603.375000 Penalty: 2278.937500
	Iteration 10Q: 3 clusters Score -136603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -136614.234375 Penalty: 2278.937500
	Iteration 11Q: 3 clusters Score -136614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136630.406250 Penalty: 2278.937500
	Iteration 12Q: 3 clusters Score -136630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136641.812500 Penalty: 2278.937500
	Iteration 13Q: 3 clusters Score -136641.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136654.296875 Penalty: 2278.937500
	Iteration 14Q: 3 clusters Score -136654.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136662.843750 Penalty: 2278.937500
	Iteration 15Q: 3 clusters Score -136662.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136666.468750 Penalty: 2278.937500
	Iteration 16Q: 3 clusters Score -136666.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136669.312500 Penalty: 2278.937500
	Iteration 17Q: 3 clusters Score -136669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136673.562500 Penalty: 2278.937500
	Iteration 18Q: 3 clusters Score -136673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136683.031250 Penalty: 2278.937500
	Iteration 19Q: 3 clusters Score -136683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136701.687500 Penalty: 2278.937500
	Iteration 20F: 3 clusters Score -136701.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -136715.562500 Penalty: 2278.937500
	Iteration 21Q: 3 clusters Score -136715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -136721.515625 Penalty: 2278.937500
	Iteration 22Q: 3 clusters Score -136721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136723.734375 Penalty: 2278.937500
	Iteration 23Q: 3 clusters Score -136723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136725.796875 Penalty: 2278.937500
	Iteration 24Q: 3 clusters Score -136725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -136727.406250 Penalty: 2278.937500
	Iteration 25Q: 3 clusters Score -136727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -136728.640625 Penalty: 2278.937500
	Iteration 26Q: 3 clusters Score -136728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136732.984375 Penalty: 2278.937500
	Iteration 27Q: 3 clusters Score -136733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136737.312500 Penalty: 2278.937500
	Iteration 28Q: 3 clusters Score -136737.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136737.968750 Penalty: 2278.937500
	Iteration 29Q: 3 clusters Score -136738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136737.968750 Penalty: 2278.937500
	Iteration 30F: 3 clusters Score -136738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -1541448.000000 Penalty: 1529.179932
	Iteration 0F: 2 clusters Score -1541448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1532920.125000 Penalty: 3058.359863
	Iteration 0F: 3 clusters Score -1532920 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1536010.625000 Penalty: 3058.359863
	Iteration 1F: 3 clusters Score -1536011 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1536423.375000 Penalty: 3058.359863
	Iteration 2F: 3 clusters Score -1536423 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1536833.250000 Penalty: 3058.359863
	Iteration 3F: 3 clusters Score -1536833 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1537332.750000 Penalty: 3058.359863
	Iteration 4F: 3 clusters Score -1537333 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1537881.750000 Penalty: 3058.359863
	Iteration 5F: 3 clusters Score -1537882 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1538444.375000 Penalty: 3058.359863
	Iteration 6F: 3 clusters Score -1538444 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1539030.625000 Penalty: 3058.359863
	Iteration 7F: 3 clusters Score -1539031 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1539515.375000 Penalty: 3058.359863
	Iteration 8Q: 3 clusters Score -1539515 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1539897.250000 Penalty: 3058.359863
	Iteration 9Q: 3 clusters Score -1539897 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1540163.500000 Penalty: 3058.359863
	Iteration 10Q: 3 clusters Score -1540164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1540311.375000 Penalty: 3058.359863
	Iteration 11Q: 3 clusters Score -1540311 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1540419.375000 Penalty: 3058.359863
	Iteration 12Q: 3 clusters Score -1540419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1540489.625000 Penalty: 3058.359863
	Iteration 13Q: 3 clusters Score -1540490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1540557.375000 Penalty: 3058.359863
	Iteration 14Q: 3 clusters Score -1540557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1540599.125000 Penalty: 3058.359863
	Iteration 15Q: 3 clusters Score -1540599 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1540640.125000 Penalty: 3058.359863
	Iteration 16Q: 3 clusters Score -1540640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1540664.500000 Penalty: 3058.359863
	Iteration 17Q: 3 clusters Score -1540664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1540673.125000 Penalty: 3058.359863
	Iteration 18Q: 3 clusters Score -1540673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1540681.250000 Penalty: 3058.359863
	Iteration 19Q: 3 clusters Score -1540681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1540690.250000 Penalty: 3058.359863
	Iteration 20F: 3 clusters Score -1540690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1540695.625000 Penalty: 3058.359863
	Iteration 21Q: 3 clusters Score -1540696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1540701.250000 Penalty: 3058.359863
	Iteration 22Q: 3 clusters Score -1540701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1540703.375000 Penalty: 3058.359863
	Iteration 23Q: 3 clusters Score -1540703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1540703.375000 Penalty: 3058.359863
	Iteration 24Q: 3 clusters Score -1540703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1540706.000000 Penalty: 3058.359863
	Iteration 25Q: 3 clusters Score -1540706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1540707.000000 Penalty: 3058.359863
	Iteration 26Q: 3 clusters Score -1540707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1540714.875000 Penalty: 3058.359863
	Iteration 27Q: 3 clusters Score -1540715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1540716.500000 Penalty: 3058.359863
	Iteration 28Q: 3 clusters Score -1540716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1540716.000000 Penalty: 3058.359863
	Iteration 29Q: 3 clusters Score -1540716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1540716.500000 Penalty: 3058.359863
	Iteration 30Q: 3 clusters Score -1540716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1540716.500000 Penalty: 3058.359863
	Iteration 31Q: 3 clusters Score -1540716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1540716.625000 Penalty: 3058.359863
	Iteration 32Q: 3 clusters Score -1540717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1540717.125000 Penalty: 3058.359863
	Iteration 33Q: 3 clusters Score -1540717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1540717.125000 Penalty: 3058.359863
	Iteration 34Q: 3 clusters Score -1540717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1540717.250000 Penalty: 3058.359863
	Iteration 35Q: 3 clusters Score -1540717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1540717.625000 Penalty: 3058.359863
	Iteration 36Q: 3 clusters Score -1540718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1540717.625000 Penalty: 3058.359863
	Iteration 37F: 3 clusters Score -1540718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -238462.093750 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -238462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -236358.250000 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -236358.2 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -236827.906250 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -236827.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -236982.171875 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -236982.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -237088.953125 Penalty: 2471.590820
	Iteration 3F: 3 clusters Score -237089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -237168.093750 Penalty: 2471.590820
	Iteration 4Q: 3 clusters Score -237168.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237226.406250 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -237226.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -237290.734375 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -237290.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237331.531250 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -237331.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -237358.234375 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -237358.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -237373.796875 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -237373.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -237393.187500 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -237393.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -237405.656250 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -237405.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -237416.171875 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -237416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -237427.500000 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -237427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -237435.656250 Penalty: 2471.590820
	Iteration 14Q: 3 clusters Score -237435.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -237440.406250 Penalty: 2471.590820
	Iteration 15Q: 3 clusters Score -237440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -237442.500000 Penalty: 2471.590820
	Iteration 16Q: 3 clusters Score -237442.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -237444.109375 Penalty: 2471.590820
	Iteration 17Q: 3 clusters Score -237444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -237445.328125 Penalty: 2471.590820
	Iteration 18Q: 3 clusters Score -237445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -237446.953125 Penalty: 2471.590820
	Iteration 19Q: 3 clusters Score -237447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -237449.859375 Penalty: 2471.590820
	Iteration 20F: 3 clusters Score -237449.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -237450.937500 Penalty: 2471.590820
	Iteration 21Q: 3 clusters Score -237450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -237454.421875 Penalty: 2471.590820
	Iteration 22Q: 3 clusters Score -237454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -237458.796875 Penalty: 2471.590820
	Iteration 23Q: 3 clusters Score -237458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -237461.531250 Penalty: 2471.590820
	Iteration 24Q: 3 clusters Score -237461.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -237463.250000 Penalty: 2471.590820
	Iteration 25Q: 3 clusters Score -237463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237465.046875 Penalty: 2471.590820
	Iteration 26Q: 3 clusters Score -237465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237466.218750 Penalty: 2471.590820
	Iteration 27Q: 3 clusters Score -237466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237466.890625 Penalty: 2471.590820
	Iteration 28Q: 3 clusters Score -237466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237466.890625 Penalty: 2471.590820
	Iteration 29F: 3 clusters Score -237466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Entering Unmasked Estep 
Score: -2336743.250000 Penalty: 1592.330933
	Iteration 0F: 2 clusters Score -2336743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2324325.000000 Penalty: 3184.661865
	Iteration 0F: 3 clusters Score -2324325 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2328683.750000 Penalty: 3184.661865
	Iteration 1F: 3 clusters Score -2328684 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2329017.250000 Penalty: 3184.661865
	Iteration 2F: 3 clusters Score -2329017 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2329336.000000 Penalty: 3184.661865
	Iteration 3Q: 3 clusters Score -2329336 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2329688.500000 Penalty: 3184.661865
	Iteration 4Q: 3 clusters Score -2329688 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2330040.500000 Penalty: 3184.661865
	Iteration 5Q: 3 clusters Score -2330040 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2330421.500000 Penalty: 3184.661865
	Iteration 6Q: 3 clusters Score -2330422 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -2330881.000000 Penalty: 3184.661865
	Iteration 7Q: 3 clusters Score -2330881 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2331367.750000 Penalty: 3184.661865
	Iteration 8Q: 3 clusters Score -2331368 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2331931.500000 Penalty: 3184.661865
	Iteration 9Q: 3 clusters Score -2331932 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2332484.500000 Penalty: 3184.661865
	Iteration 10Q: 3 clusters Score -2332484 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2332989.500000 Penalty: 3184.661865
	Iteration 11Q: 3 clusters Score -2332990 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2333418.250000 Penalty: 3184.661865
	Iteration 12Q: 3 clusters Score -2333418 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2333818.750000 Penalty: 3184.661865
	Iteration 13Q: 3 clusters Score -2333819 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2334131.500000 Penalty: 3184.661865
	Iteration 14Q: 3 clusters Score -2334132 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2334413.750000 Penalty: 3184.661865
	Iteration 15Q: 3 clusters Score -2334414 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2334622.750000 Penalty: 3184.661865
	Iteration 16Q: 3 clusters Score -2334623 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2334782.000000 Penalty: 3184.661865
	Iteration 17Q: 3 clusters Score -2334782 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2334915.000000 Penalty: 3184.661865
	Iteration 18Q: 3 clusters Score -2334915 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2335047.250000 Penalty: 3184.661865
	Iteration 19Q: 3 clusters Score -2335047 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2335154.500000 Penalty: 3184.661865
	Iteration 20F: 3 clusters Score -2335154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2335239.500000 Penalty: 3184.661865
	Iteration 21Q: 3 clusters Score -2335240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2335300.750000 Penalty: 3184.661865
	Iteration 22Q: 3 clusters Score -2335301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2335345.500000 Penalty: 3184.661865
	Iteration 23Q: 3 clusters Score -2335346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2335376.750000 Penalty: 3184.661865
	Iteration 24Q: 3 clusters Score -2335377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2335389.750000 Penalty: 3184.661865
	Iteration 25Q: 3 clusters Score -2335390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2335403.000000 Penalty: 3184.661865
	Iteration 26Q: 3 clusters Score -2335403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2335416.750000 Penalty: 3184.661865
	Iteration 27Q: 3 clusters Score -2335417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2335430.500000 Penalty: 3184.661865
	Iteration 28Q: 3 clusters Score -2335430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2335438.000000 Penalty: 3184.661865
	Iteration 29Q: 3 clusters Score -2335438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2335446.000000 Penalty: 3184.661865
	Iteration 30Q: 3 clusters Score -2335446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2335453.000000 Penalty: 3184.661865
	Iteration 31Q: 3 clusters Score -2335453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2335457.750000 Penalty: 3184.661865
	Iteration 32Q: 3 clusters Score -2335458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2335461.000000 Penalty: 3184.661865
	Iteration 33Q: 3 clusters Score -2335461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2335465.750000 Penalty: 3184.661865
	Iteration 34Q: 3 clusters Score -2335466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2335475.250000 Penalty: 3184.661865
	Iteration 35Q: 3 clusters Score -2335475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2335490.250000 Penalty: 3184.661865
	Iteration 36Q: 3 clusters Score -2335490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2335494.000000 Penalty: 3184.661865
	Iteration 37Q: 3 clusters Score -2335494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2335501.000000 Penalty: 3184.661865
	Iteration 38Q: 3 clusters Score -2335501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2335508.000000 Penalty: 3184.661865
	Iteration 39Q: 3 clusters Score -2335508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2335509.500000 Penalty: 3184.661865
	Iteration 40F: 3 clusters Score -2335510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2335515.000000 Penalty: 3184.661865
	Iteration 41Q: 3 clusters Score -2335515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2335517.750000 Penalty: 3184.661865
	Iteration 42Q: 3 clusters Score -2335518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2335519.750000 Penalty: 3184.661865
	Iteration 43Q: 3 clusters Score -2335520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2335519.000000 Penalty: 3184.661865
	Iteration 44Q: 3 clusters Score -2335519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2335519.000000 Penalty: 3184.661865
	Iteration 45F: 3 clusters Score -2335519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (83243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Entering Unmasked Estep 
Score: -10677200.000000 Penalty: 1841.046875
	Iteration 0F: 2 clusters Score -1.06772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10621903.000000 Penalty: 3682.093750
	Iteration 0F: 3 clusters Score -1.06219e+07 nChanged 39740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -10644872.000000 Penalty: 3682.093750
	Iteration 1F: 3 clusters Score -1.064487e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -10645913.000000 Penalty: 3682.093750
	Iteration 2Q: 3 clusters Score -1.064591e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -10647651.000000 Penalty: 3682.093750
	Iteration 3Q: 3 clusters Score -1.064765e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -10650478.000000 Penalty: 3682.093750
	Iteration 4F: 3 clusters Score -1.065048e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -10655238.000000 Penalty: 3682.093750
	Iteration 5F: 3 clusters Score -1.065524e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -10661616.000000 Penalty: 3682.093750
	Iteration 6F: 3 clusters Score -1.066162e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -10668058.000000 Penalty: 3682.093750
	Iteration 7F: 3 clusters Score -1.066806e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -10672350.000000 Penalty: 3682.093750
	Iteration 8F: 3 clusters Score -1.067235e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10674346.000000 Penalty: 3682.093750
	Iteration 9Q: 3 clusters Score -1.067435e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10675075.000000 Penalty: 3682.093750
	Iteration 10Q: 3 clusters Score -1.067508e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10675349.000000 Penalty: 3682.093750
	Iteration 11Q: 3 clusters Score -1.067535e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10675495.000000 Penalty: 3682.093750
	Iteration 12Q: 3 clusters Score -1.06755e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10675557.000000 Penalty: 3682.093750
	Iteration 13Q: 3 clusters Score -1.067556e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82807 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -10675591.000000 Penalty: 3682.093750
	Iteration 14Q: 3 clusters Score -1.067559e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10675606.000000 Penalty: 3682.093750
	Iteration 15Q: 3 clusters Score -1.067561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10675632.000000 Penalty: 3682.093750
	Iteration 16Q: 3 clusters Score -1.067563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -10675642.000000 Penalty: 3682.093750
	Iteration 17Q: 3 clusters Score -1.067564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10675662.000000 Penalty: 3682.093750
	Iteration 18Q: 3 clusters Score -1.067566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10675671.000000 Penalty: 3682.093750
	Iteration 19Q: 3 clusters Score -1.067567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10675674.000000 Penalty: 3682.093750
	Iteration 20F: 3 clusters Score -1.067567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10675675.000000 Penalty: 3682.093750
	Iteration 21Q: 3 clusters Score -1.067568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10675684.000000 Penalty: 3682.093750
	Iteration 22Q: 3 clusters Score -1.067568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10675686.000000 Penalty: 3682.093750
	Iteration 23Q: 3 clusters Score -1.067569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10675689.000000 Penalty: 3682.093750
	Iteration 24Q: 3 clusters Score -1.067569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10675688.000000 Penalty: 3682.093750
	Iteration 25Q: 3 clusters Score -1.067569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10675688.000000 Penalty: 3682.093750
	Iteration 26F: 3 clusters Score -1.067569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Entering Unmasked Estep 
Score: -2753252.250000 Penalty: 1627.354980
	Iteration 0F: 2 clusters Score -2753252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2738056.250000 Penalty: 3254.709961
	Iteration 0F: 3 clusters Score -2738056 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2743886.000000 Penalty: 3254.709961
	Iteration 1F: 3 clusters Score -2743886 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2744395.250000 Penalty: 3254.709961
	Iteration 2F: 3 clusters Score -2744395 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2744980.000000 Penalty: 3254.709961
	Iteration 3F: 3 clusters Score -2744980 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2745783.750000 Penalty: 3254.709961
	Iteration 4F: 3 clusters Score -2745784 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2746817.750000 Penalty: 3254.709961
	Iteration 5F: 3 clusters Score -2746818 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2748040.750000 Penalty: 3254.709961
	Iteration 6F: 3 clusters Score -2748041 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2749224.750000 Penalty: 3254.709961
	Iteration 7F: 3 clusters Score -2749225 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2750178.500000 Penalty: 3254.709961
	Iteration 8Q: 3 clusters Score -2750178 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2750826.500000 Penalty: 3254.709961
	Iteration 9Q: 3 clusters Score -2750826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2751186.500000 Penalty: 3254.709961
	Iteration 10Q: 3 clusters Score -2751186 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2751403.500000 Penalty: 3254.709961
	Iteration 11Q: 3 clusters Score -2751404 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2751529.500000 Penalty: 3254.709961
	Iteration 12Q: 3 clusters Score -2751530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2751620.500000 Penalty: 3254.709961
	Iteration 13Q: 3 clusters Score -2751620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2751691.250000 Penalty: 3254.709961
	Iteration 14Q: 3 clusters Score -2751691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2751729.000000 Penalty: 3254.709961
	Iteration 15Q: 3 clusters Score -2751729 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2751759.500000 Penalty: 3254.709961
	Iteration 16Q: 3 clusters Score -2751760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2751800.500000 Penalty: 3254.709961
	Iteration 17Q: 3 clusters Score -2751800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2751809.500000 Penalty: 3254.709961
	Iteration 18Q: 3 clusters Score -2751810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2751818.500000 Penalty: 3254.709961
	Iteration 19Q: 3 clusters Score -2751818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2751822.000000 Penalty: 3254.709961
	Iteration 20F: 3 clusters Score -2751822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2751824.750000 Penalty: 3254.709961
	Iteration 21Q: 3 clusters Score -2751825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2751834.000000 Penalty: 3254.709961
	Iteration 22Q: 3 clusters Score -2751834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2751840.750000 Penalty: 3254.709961
	Iteration 23Q: 3 clusters Score -2751841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2751850.500000 Penalty: 3254.709961
	Iteration 24Q: 3 clusters Score -2751850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2751858.000000 Penalty: 3254.709961
	Iteration 25Q: 3 clusters Score -2751858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2751866.750000 Penalty: 3254.709961
	Iteration 26Q: 3 clusters Score -2751867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2751868.250000 Penalty: 3254.709961
	Iteration 27Q: 3 clusters Score -2751868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2751876.750000 Penalty: 3254.709961
	Iteration 28Q: 3 clusters Score -2751877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2751880.500000 Penalty: 3254.709961
	Iteration 29Q: 3 clusters Score -2751880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2751877.000000 Penalty: 3254.709961
	Iteration 30Q: 3 clusters Score -2751877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2751880.250000 Penalty: 3254.709961
	Iteration 31Q: 3 clusters Score -2751880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2751881.500000 Penalty: 3254.709961
	Iteration 32Q: 3 clusters Score -2751882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2751881.500000 Penalty: 3254.709961
	Iteration 33F: 3 clusters Score -2751882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Entering Unmasked Estep 
Score: -880903.500000 Penalty: 1441.459961
	Iteration 0F: 2 clusters Score -880903.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -875617.812500 Penalty: 2882.919922
	Iteration 0F: 3 clusters Score -875617.8 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -877207.062500 Penalty: 2882.919922
	Iteration 1F: 3 clusters Score -877207.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -877417.375000 Penalty: 2882.919922
	Iteration 2F: 3 clusters Score -877417.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -877584.625000 Penalty: 2882.919922
	Iteration 3F: 3 clusters Score -877584.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -877723.312500 Penalty: 2882.919922
	Iteration 4Q: 3 clusters Score -877723.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -877851.500000 Penalty: 2882.919922
	Iteration 5Q: 3 clusters Score -877851.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -878007.125000 Penalty: 2882.919922
	Iteration 6Q: 3 clusters Score -878007.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -878181.500000 Penalty: 2882.919922
	Iteration 7Q: 3 clusters Score -878181.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -878362.875000 Penalty: 2882.919922
	Iteration 8Q: 3 clusters Score -878362.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -878586.687500 Penalty: 2882.919922
	Iteration 9Q: 3 clusters Score -878586.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -878830.312500 Penalty: 2882.919922
	Iteration 10Q: 3 clusters Score -878830.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -879101.312500 Penalty: 2882.919922
	Iteration 11Q: 3 clusters Score -879101.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -879365.562500 Penalty: 2882.919922
	Iteration 12Q: 3 clusters Score -879365.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -879592.187500 Penalty: 2882.919922
	Iteration 13Q: 3 clusters Score -879592.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -879702.937500 Penalty: 2882.919922
	Iteration 14Q: 3 clusters Score -879702.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -879778.312500 Penalty: 2882.919922
	Iteration 15Q: 3 clusters Score -879778.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -879826.562500 Penalty: 2882.919922
	Iteration 16Q: 3 clusters Score -879826.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -879861.062500 Penalty: 2882.919922
	Iteration 17Q: 3 clusters Score -879861.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -879889.000000 Penalty: 2882.919922
	Iteration 18Q: 3 clusters Score -879889 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -879909.750000 Penalty: 2882.919922
	Iteration 19Q: 3 clusters Score -879909.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -879926.750000 Penalty: 2882.919922
	Iteration 20F: 3 clusters Score -879926.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -879940.875000 Penalty: 2882.919922
	Iteration 21Q: 3 clusters Score -879940.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -879951.062500 Penalty: 2882.919922
	Iteration 22Q: 3 clusters Score -879951.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -879959.250000 Penalty: 2882.919922
	Iteration 23Q: 3 clusters Score -879959.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -879965.937500 Penalty: 2882.919922
	Iteration 24Q: 3 clusters Score -879965.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -879969.000000 Penalty: 2882.919922
	Iteration 25Q: 3 clusters Score -879969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -879972.437500 Penalty: 2882.919922
	Iteration 26Q: 3 clusters Score -879972.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -879974.625000 Penalty: 2882.919922
	Iteration 27Q: 3 clusters Score -879974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -879979.125000 Penalty: 2882.919922
	Iteration 28Q: 3 clusters Score -879979.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -879983.250000 Penalty: 2882.919922
	Iteration 29Q: 3 clusters Score -879983.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -879985.562500 Penalty: 2882.919922
	Iteration 30Q: 3 clusters Score -879985.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -879996.500000 Penalty: 2882.919922
	Iteration 31Q: 3 clusters Score -879996.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -880001.937500 Penalty: 2882.919922
	Iteration 32Q: 3 clusters Score -880001.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -880006.312500 Penalty: 2882.919922
	Iteration 33Q: 3 clusters Score -880006.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -880012.375000 Penalty: 2882.919922
	Iteration 34Q: 3 clusters Score -880012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -880016.875000 Penalty: 2882.919922
	Iteration 35Q: 3 clusters Score -880016.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -880028.437500 Penalty: 2882.919922
	Iteration 36Q: 3 clusters Score -880028.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -880038.562500 Penalty: 2882.919922
	Iteration 37Q: 3 clusters Score -880038.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -880060.250000 Penalty: 2882.919922
	Iteration 38Q: 3 clusters Score -880060.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -880080.125000 Penalty: 2882.919922
	Iteration 39Q: 3 clusters Score -880080.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -880101.625000 Penalty: 2882.919922
	Iteration 40F: 3 clusters Score -880101.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -880120.062500 Penalty: 2882.919922
	Iteration 41Q: 3 clusters Score -880120.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -880133.812500 Penalty: 2882.919922
	Iteration 42Q: 3 clusters Score -880133.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -880147.250000 Penalty: 2882.919922
	Iteration 43Q: 3 clusters Score -880147.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -880157.437500 Penalty: 2882.919922
	Iteration 44Q: 3 clusters Score -880157.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -880163.812500 Penalty: 2882.919922
	Iteration 45Q: 3 clusters Score -880163.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -880172.750000 Penalty: 2882.919922
	Iteration 46Q: 3 clusters Score -880172.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -880176.875000 Penalty: 2882.919922
	Iteration 47Q: 3 clusters Score -880176.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -880183.250000 Penalty: 2882.919922
	Iteration 48Q: 3 clusters Score -880183.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -880186.000000 Penalty: 2882.919922
	Iteration 49Q: 3 clusters Score -880186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -880185.812500 Penalty: 2882.919922
	Iteration 50Q: 3 clusters Score -880185.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -880184.000000 Penalty: 2882.919922
	Iteration 51Q: 3 clusters Score -880184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -880187.250000 Penalty: 2882.919922
	Iteration 52Q: 3 clusters Score -880187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -880188.062500 Penalty: 2882.919922
	Iteration 53Q: 3 clusters Score -880188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -880191.375000 Penalty: 2882.919922
	Iteration 54Q: 3 clusters Score -880191.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -880192.375000 Penalty: 2882.919922
	Iteration 55Q: 3 clusters Score -880192.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -880191.062500 Penalty: 2882.919922
	Iteration 56Q: 3 clusters Score -880191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -880192.062500 Penalty: 2882.919922
	Iteration 57Q: 3 clusters Score -880192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -880191.062500 Penalty: 2882.919922
	Iteration 58Q: 3 clusters Score -880191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -880192.125000 Penalty: 2882.919922
	Iteration 59Q: 3 clusters Score -880192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -880191.875000 Penalty: 2882.919922
	Iteration 60F: 3 clusters Score -880191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -30625.248047 Penalty: 899.175781
	Iteration 0F: 2 clusters Score -30625.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29761.810547 Penalty: 1798.351562
	Iteration 0F: 3 clusters Score -29761.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29847.199219 Penalty: 1798.351562
	Iteration 1F: 3 clusters Score -29847.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29878.769531 Penalty: 1798.351562
	Iteration 2F: 3 clusters Score -29878.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29893.859375 Penalty: 1798.351562
	Iteration 3Q: 3 clusters Score -29893.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29903.728516 Penalty: 1798.351562
	Iteration 4Q: 3 clusters Score -29903.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29903.728516 Penalty: 1798.351562
	Iteration 5F: 3 clusters Score -29903.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -14380.418945 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -14380.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13700.114258 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -13700.11 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13985.552734 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -13985.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14135.406250 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -14135.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14229.466797 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -14229.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14245.480469 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -14245.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -14269.658203 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -14269.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14319.061523 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -14319.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14323.159180 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -14323.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14324.833008 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -14324.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14324.833008 Penalty: 1803.449707
	Iteration 9F: 3 clusters Score -14324.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -303494.187500 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -303494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -301068.468750 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -301068.5 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -301710.218750 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -301710.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -301937.125000 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -301937.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302140.406250 Penalty: 2550.649658
	Iteration 3F: 3 clusters Score -302140.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -302271.468750 Penalty: 2550.649658
	Iteration 4F: 3 clusters Score -302271.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -302367.375000 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -302367.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -302459.937500 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -302459.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -302550.375000 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -302550.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -302616.156250 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -302616.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -302661.812500 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -302661.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -302696.937500 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -302696.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -302721.812500 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -302721.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -302748.468750 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -302748.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -302772.281250 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -302772.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -302784.218750 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -302784.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -302793.937500 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -302793.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -302800.906250 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -302800.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -302807.250000 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -302807.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -302812.156250 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -302812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -302817.093750 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -302817.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -302820.812500 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -302820.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -302825.906250 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -302825.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -302835.812500 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -302835.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -302839.093750 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -302839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -302840.937500 Penalty: 2550.649658
	Iteration 24Q: 3 clusters Score -302840.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -302843.906250 Penalty: 2550.649658
	Iteration 25Q: 3 clusters Score -302843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -302845.000000 Penalty: 2550.649658
	Iteration 26Q: 3 clusters Score -302845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -302846.656250 Penalty: 2550.649658
	Iteration 27Q: 3 clusters Score -302846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -302847.781250 Penalty: 2550.649658
	Iteration 28Q: 3 clusters Score -302847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -302849.562500 Penalty: 2550.649658
	Iteration 29Q: 3 clusters Score -302849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -302849.562500 Penalty: 2550.649658
	Iteration 30Q: 3 clusters Score -302849.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -302850.718750 Penalty: 2550.649658
	Iteration 31Q: 3 clusters Score -302850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -302851.187500 Penalty: 2550.649658
	Iteration 32Q: 3 clusters Score -302851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -302851.812500 Penalty: 2550.649658
	Iteration 33Q: 3 clusters Score -302851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -302851.812500 Penalty: 2550.649658
	Iteration 34F: 3 clusters Score -302851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Entering Unmasked Estep 
Score: -861887.375000 Penalty: 1434.701782
	Iteration 0F: 2 clusters Score -861887.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -856807.125000 Penalty: 2869.403564
	Iteration 0F: 3 clusters Score -856807.1 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -858385.500000 Penalty: 2869.403564
	Iteration 1F: 3 clusters Score -858385.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -858616.500000 Penalty: 2869.403564
	Iteration 2F: 3 clusters Score -858616.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -858803.562500 Penalty: 2869.403564
	Iteration 3F: 3 clusters Score -858803.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -858951.250000 Penalty: 2869.403564
	Iteration 4Q: 3 clusters Score -858951.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -859079.250000 Penalty: 2869.403564
	Iteration 5Q: 3 clusters Score -859079.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -859215.687500 Penalty: 2869.403564
	Iteration 6Q: 3 clusters Score -859215.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -859351.000000 Penalty: 2869.403564
	Iteration 7Q: 3 clusters Score -859351 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -859487.875000 Penalty: 2869.403564
	Iteration 8Q: 3 clusters Score -859487.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -859602.750000 Penalty: 2869.403564
	Iteration 9Q: 3 clusters Score -859602.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -859714.062500 Penalty: 2869.403564
	Iteration 10Q: 3 clusters Score -859714.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -859836.812500 Penalty: 2869.403564
	Iteration 11Q: 3 clusters Score -859836.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -859946.812500 Penalty: 2869.403564
	Iteration 12Q: 3 clusters Score -859946.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -860026.625000 Penalty: 2869.403564
	Iteration 13Q: 3 clusters Score -860026.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -860082.750000 Penalty: 2869.403564
	Iteration 14Q: 3 clusters Score -860082.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -860120.187500 Penalty: 2869.403564
	Iteration 15Q: 3 clusters Score -860120.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -860149.375000 Penalty: 2869.403564
	Iteration 16Q: 3 clusters Score -860149.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -860166.250000 Penalty: 2869.403564
	Iteration 17Q: 3 clusters Score -860166.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -860178.187500 Penalty: 2869.403564
	Iteration 18Q: 3 clusters Score -860178.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -860191.875000 Penalty: 2869.403564
	Iteration 19Q: 3 clusters Score -860191.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -860202.562500 Penalty: 2869.403564
	Iteration 20F: 3 clusters Score -860202.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -860214.187500 Penalty: 2869.403564
	Iteration 21Q: 3 clusters Score -860214.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -860228.125000 Penalty: 2869.403564
	Iteration 22Q: 3 clusters Score -860228.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -860244.375000 Penalty: 2869.403564
	Iteration 23Q: 3 clusters Score -860244.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -860258.562500 Penalty: 2869.403564
	Iteration 24Q: 3 clusters Score -860258.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -860273.250000 Penalty: 2869.403564
	Iteration 25Q: 3 clusters Score -860273.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -860285.500000 Penalty: 2869.403564
	Iteration 26Q: 3 clusters Score -860285.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -860295.687500 Penalty: 2869.403564
	Iteration 27Q: 3 clusters Score -860295.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -860308.937500 Penalty: 2869.403564
	Iteration 28Q: 3 clusters Score -860308.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -860322.500000 Penalty: 2869.403564
	Iteration 29Q: 3 clusters Score -860322.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -860334.062500 Penalty: 2869.403564
	Iteration 30Q: 3 clusters Score -860334.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -860342.750000 Penalty: 2869.403564
	Iteration 31Q: 3 clusters Score -860342.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -860347.687500 Penalty: 2869.403564
	Iteration 32Q: 3 clusters Score -860347.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -860355.812500 Penalty: 2869.403564
	Iteration 33Q: 3 clusters Score -860355.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -860365.625000 Penalty: 2869.403564
	Iteration 34Q: 3 clusters Score -860365.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -860368.937500 Penalty: 2869.403564
	Iteration 35Q: 3 clusters Score -860368.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -860374.687500 Penalty: 2869.403564
	Iteration 36Q: 3 clusters Score -860374.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -860376.812500 Penalty: 2869.403564
	Iteration 37Q: 3 clusters Score -860376.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -860381.250000 Penalty: 2869.403564
	Iteration 38Q: 3 clusters Score -860381.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -860386.062500 Penalty: 2869.403564
	Iteration 39Q: 3 clusters Score -860386.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -860388.687500 Penalty: 2869.403564
	Iteration 40F: 3 clusters Score -860388.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -860391.812500 Penalty: 2869.403564
	Iteration 41Q: 3 clusters Score -860391.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -860397.250000 Penalty: 2869.403564
	Iteration 42Q: 3 clusters Score -860397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -860399.625000 Penalty: 2869.403564
	Iteration 43Q: 3 clusters Score -860399.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -860402.062500 Penalty: 2869.403564
	Iteration 44Q: 3 clusters Score -860402.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -860404.062500 Penalty: 2869.403564
	Iteration 45Q: 3 clusters Score -860404.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -860408.312500 Penalty: 2869.403564
	Iteration 46Q: 3 clusters Score -860408.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -860410.937500 Penalty: 2869.403564
	Iteration 47Q: 3 clusters Score -860410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -860412.875000 Penalty: 2869.403564
	Iteration 48Q: 3 clusters Score -860412.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -860414.312500 Penalty: 2869.403564
	Iteration 49Q: 3 clusters Score -860414.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -860417.250000 Penalty: 2869.403564
	Iteration 50Q: 3 clusters Score -860417.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -860420.375000 Penalty: 2869.403564
	Iteration 51Q: 3 clusters Score -860420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -860421.562500 Penalty: 2869.403564
	Iteration 52Q: 3 clusters Score -860421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -860423.750000 Penalty: 2869.403564
	Iteration 53Q: 3 clusters Score -860423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -860428.250000 Penalty: 2869.403564
	Iteration 54Q: 3 clusters Score -860428.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -860432.312500 Penalty: 2869.403564
	Iteration 55Q: 3 clusters Score -860432.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -860432.375000 Penalty: 2869.403564
	Iteration 56Q: 3 clusters Score -860432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -860436.187500 Penalty: 2869.403564
	Iteration 57Q: 3 clusters Score -860436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -860438.375000 Penalty: 2869.403564
	Iteration 58Q: 3 clusters Score -860438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -860441.937500 Penalty: 2869.403564
	Iteration 59Q: 3 clusters Score -860441.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -860444.625000 Penalty: 2869.403564
	Iteration 60F: 3 clusters Score -860444.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -860448.187500 Penalty: 2869.403564
	Iteration 61Q: 3 clusters Score -860448.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -860452.437500 Penalty: 2869.403564
	Iteration 62Q: 3 clusters Score -860452.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -860458.187500 Penalty: 2869.403564
	Iteration 63Q: 3 clusters Score -860458.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -860466.750000 Penalty: 2869.403564
	Iteration 64Q: 3 clusters Score -860466.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -860473.187500 Penalty: 2869.403564
	Iteration 65Q: 3 clusters Score -860473.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -860479.187500 Penalty: 2869.403564
	Iteration 66Q: 3 clusters Score -860479.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -860482.375000 Penalty: 2869.403564
	Iteration 67Q: 3 clusters Score -860482.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -860486.062500 Penalty: 2869.403564
	Iteration 68Q: 3 clusters Score -860486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -860493.437500 Penalty: 2869.403564
	Iteration 69Q: 3 clusters Score -860493.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -860503.250000 Penalty: 2869.403564
	Iteration 70Q: 3 clusters Score -860503.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -860512.625000 Penalty: 2869.403564
	Iteration 71Q: 3 clusters Score -860512.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -860526.875000 Penalty: 2869.403564
	Iteration 72Q: 3 clusters Score -860526.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -860540.062500 Penalty: 2869.403564
	Iteration 73Q: 3 clusters Score -860540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -860553.312500 Penalty: 2869.403564
	Iteration 74Q: 3 clusters Score -860553.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -860569.437500 Penalty: 2869.403564
	Iteration 75Q: 3 clusters Score -860569.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -860577.375000 Penalty: 2869.403564
	Iteration 76Q: 3 clusters Score -860577.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -860579.812500 Penalty: 2869.403564
	Iteration 77Q: 3 clusters Score -860579.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -860586.375000 Penalty: 2869.403564
	Iteration 78Q: 3 clusters Score -860586.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -860591.500000 Penalty: 2869.403564
	Iteration 79Q: 3 clusters Score -860591.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -860595.500000 Penalty: 2869.403564
	Iteration 80F: 3 clusters Score -860595.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -860598.062500 Penalty: 2869.403564
	Iteration 81Q: 3 clusters Score -860598.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -860600.625000 Penalty: 2869.403564
	Iteration 82Q: 3 clusters Score -860600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -860603.375000 Penalty: 2869.403564
	Iteration 83Q: 3 clusters Score -860603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -860608.312500 Penalty: 2869.403564
	Iteration 84Q: 3 clusters Score -860608.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -860608.750000 Penalty: 2869.403564
	Iteration 85Q: 3 clusters Score -860608.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -860615.375000 Penalty: 2869.403564
	Iteration 86Q: 3 clusters Score -860615.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -860619.937500 Penalty: 2869.403564
	Iteration 87Q: 3 clusters Score -860619.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -860624.312500 Penalty: 2869.403564
	Iteration 88Q: 3 clusters Score -860624.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -860630.812500 Penalty: 2869.403564
	Iteration 89Q: 3 clusters Score -860630.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -860637.625000 Penalty: 2869.403564
	Iteration 90Q: 3 clusters Score -860637.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -860649.875000 Penalty: 2869.403564
	Iteration 91Q: 3 clusters Score -860649.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -860659.625000 Penalty: 2869.403564
	Iteration 92Q: 3 clusters Score -860659.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -860674.312500 Penalty: 2869.403564
	Iteration 93Q: 3 clusters Score -860674.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -860689.562500 Penalty: 2869.403564
	Iteration 94Q: 3 clusters Score -860689.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -860706.750000 Penalty: 2869.403564
	Iteration 95Q: 3 clusters Score -860706.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -860720.750000 Penalty: 2869.403564
	Iteration 96Q: 3 clusters Score -860720.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -860730.562500 Penalty: 2869.403564
	Iteration 97Q: 3 clusters Score -860730.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -860735.500000 Penalty: 2869.403564
	Iteration 98Q: 3 clusters Score -860735.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -860739.750000 Penalty: 2869.403564
	Iteration 99Q: 3 clusters Score -860739.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -860744.562500 Penalty: 2869.403564
	Iteration 100F: 3 clusters Score -860744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -860749.750000 Penalty: 2869.403564
	Iteration 101Q: 3 clusters Score -860749.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -860749.750000 Penalty: 2869.403564
	Iteration 102Q: 3 clusters Score -860749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -860753.062500 Penalty: 2869.403564
	Iteration 103Q: 3 clusters Score -860753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -860756.562500 Penalty: 2869.403564
	Iteration 104Q: 3 clusters Score -860756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -860756.812500 Penalty: 2869.403564
	Iteration 105Q: 3 clusters Score -860756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -860758.375000 Penalty: 2869.403564
	Iteration 106Q: 3 clusters Score -860758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -860760.437500 Penalty: 2869.403564
	Iteration 107Q: 3 clusters Score -860760.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -860759.812500 Penalty: 2869.403564
	Iteration 108Q: 3 clusters Score -860759.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -860760.687500 Penalty: 2869.403564
	Iteration 109Q: 3 clusters Score -860760.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -860760.687500 Penalty: 2869.403564
	Iteration 110F: 3 clusters Score -860760.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -304466.125000 Penalty: 1263.891235
	Iteration 0F: 2 clusters Score -304466.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -302093.312500 Penalty: 2527.782471
	Iteration 0F: 3 clusters Score -302093.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -302641.875000 Penalty: 2527.782471
	Iteration 1F: 3 clusters Score -302641.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -302777.843750 Penalty: 2527.782471
	Iteration 2F: 3 clusters Score -302777.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -302840.031250 Penalty: 2527.782471
	Iteration 3Q: 3 clusters Score -302840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -302891.125000 Penalty: 2527.782471
	Iteration 4Q: 3 clusters Score -302891.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302935.375000 Penalty: 2527.782471
	Iteration 5Q: 3 clusters Score -302935.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -302984.718750 Penalty: 2527.782471
	Iteration 6Q: 3 clusters Score -302984.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -303035.875000 Penalty: 2527.782471
	Iteration 7Q: 3 clusters Score -303035.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -303080.468750 Penalty: 2527.782471
	Iteration 8Q: 3 clusters Score -303080.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -303112.750000 Penalty: 2527.782471
	Iteration 9Q: 3 clusters Score -303112.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -303136.781250 Penalty: 2527.782471
	Iteration 10Q: 3 clusters Score -303136.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -303155.937500 Penalty: 2527.782471
	Iteration 11Q: 3 clusters Score -303155.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -303169.625000 Penalty: 2527.782471
	Iteration 12Q: 3 clusters Score -303169.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -303182.125000 Penalty: 2527.782471
	Iteration 13Q: 3 clusters Score -303182.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -303191.406250 Penalty: 2527.782471
	Iteration 14Q: 3 clusters Score -303191.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -303198.000000 Penalty: 2527.782471
	Iteration 15Q: 3 clusters Score -303198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -303201.687500 Penalty: 2527.782471
	Iteration 16Q: 3 clusters Score -303201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -303205.250000 Penalty: 2527.782471
	Iteration 17Q: 3 clusters Score -303205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -303209.031250 Penalty: 2527.782471
	Iteration 18Q: 3 clusters Score -303209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -303211.781250 Penalty: 2527.782471
	Iteration 19Q: 3 clusters Score -303211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -303214.250000 Penalty: 2527.782471
	Iteration 20F: 3 clusters Score -303214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -303215.812500 Penalty: 2527.782471
	Iteration 21Q: 3 clusters Score -303215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -303217.468750 Penalty: 2527.782471
	Iteration 22Q: 3 clusters Score -303217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -303218.843750 Penalty: 2527.782471
	Iteration 23Q: 3 clusters Score -303218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -303219.437500 Penalty: 2527.782471
	Iteration 24Q: 3 clusters Score -303219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -303219.437500 Penalty: 2527.782471
	Iteration 25F: 3 clusters Score -303219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Entering Unmasked Estep 
Score: -7768133.500000 Penalty: 1788.675903
	Iteration 0F: 2 clusters Score -7768134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -7727895.500000 Penalty: 3577.351807
	Iteration 0F: 3 clusters Score -7727896 nChanged 28368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -7744549.500000 Penalty: 3577.351807
	Iteration 1F: 3 clusters Score -7744550 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7745639.000000 Penalty: 3577.351807
	Iteration 2Q: 3 clusters Score -7745639 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -7747261.500000 Penalty: 3577.351807
	Iteration 3F: 3 clusters Score -7747262 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7749925.000000 Penalty: 3577.351807
	Iteration 4F: 3 clusters Score -7749925 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -7753639.500000 Penalty: 3577.351807
	Iteration 5F: 3 clusters Score -7753640 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -7757664.500000 Penalty: 3577.351807
	Iteration 6F: 3 clusters Score -7757664 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -7761277.000000 Penalty: 3577.351807
	Iteration 7F: 3 clusters Score -7761277 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 53409 members 
Entering Unmasked Estep 
Score: -7763741.500000 Penalty: 3577.351807
	Iteration 8Q: 3 clusters Score -7763742 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -7765049.500000 Penalty: 3577.351807
	Iteration 9Q: 3 clusters Score -7765050 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -7765663.500000 Penalty: 3577.351807
	Iteration 10Q: 3 clusters Score -7765664 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7766060.500000 Penalty: 3577.351807
	Iteration 11Q: 3 clusters Score -7766060 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -7766236.500000 Penalty: 3577.351807
	Iteration 12Q: 3 clusters Score -7766236 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -7766368.000000 Penalty: 3577.351807
	Iteration 13Q: 3 clusters Score -7766368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -7766465.500000 Penalty: 3577.351807
	Iteration 14Q: 3 clusters Score -7766466 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -7766582.000000 Penalty: 3577.351807
	Iteration 15Q: 3 clusters Score -7766582 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -7766658.500000 Penalty: 3577.351807
	Iteration 16Q: 3 clusters Score -7766658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -7766710.000000 Penalty: 3577.351807
	Iteration 17Q: 3 clusters Score -7766710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -7766750.000000 Penalty: 3577.351807
	Iteration 18Q: 3 clusters Score -7766750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -7766792.500000 Penalty: 3577.351807
	Iteration 19Q: 3 clusters Score -7766792 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -7766837.000000 Penalty: 3577.351807
	Iteration 20F: 3 clusters Score -7766837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -7766867.000000 Penalty: 3577.351807
	Iteration 21Q: 3 clusters Score -7766867 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -7766876.500000 Penalty: 3577.351807
	Iteration 22Q: 3 clusters Score -7766876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -7766907.500000 Penalty: 3577.351807
	Iteration 23Q: 3 clusters Score -7766908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -7766932.000000 Penalty: 3577.351807
	Iteration 24Q: 3 clusters Score -7766932 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -7766947.000000 Penalty: 3577.351807
	Iteration 25Q: 3 clusters Score -7766947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -7766947.500000 Penalty: 3577.351807
	Iteration 26Q: 3 clusters Score -7766948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7766967.500000 Penalty: 3577.351807
	Iteration 27Q: 3 clusters Score -7766968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -7766980.500000 Penalty: 3577.351807
	Iteration 28Q: 3 clusters Score -7766980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -7766986.000000 Penalty: 3577.351807
	Iteration 29Q: 3 clusters Score -7766986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 57943 members 
Entering Unmasked Estep 
Score: -7766997.500000 Penalty: 3577.351807
	Iteration 30Q: 3 clusters Score -7766998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -7767013.500000 Penalty: 3577.351807
	Iteration 31Q: 3 clusters Score -7767014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 58021 members 
Entering Unmasked Estep 
Score: -7767012.500000 Penalty: 3577.351807
	Iteration 32Q: 3 clusters Score -7767012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -7767009.000000 Penalty: 3577.351807
	Iteration 33Q: 3 clusters Score -7767009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -7767013.000000 Penalty: 3577.351807
	Iteration 34Q: 3 clusters Score -7767013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -7767029.000000 Penalty: 3577.351807
	Iteration 35Q: 3 clusters Score -7767029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -7767023.500000 Penalty: 3577.351807
	Iteration 36Q: 3 clusters Score -7767024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -7767025.500000 Penalty: 3577.351807
	Iteration 37Q: 3 clusters Score -7767026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -7767033.000000 Penalty: 3577.351807
	Iteration 38Q: 3 clusters Score -7767033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 58143 members 
Entering Unmasked Estep 
Score: -7767044.000000 Penalty: 3577.351807
	Iteration 39Q: 3 clusters Score -7767044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -7767055.000000 Penalty: 3577.351807
	Iteration 40F: 3 clusters Score -7767055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 58162 members 
Entering Unmasked Estep 
Score: -7767062.500000 Penalty: 3577.351807
	Iteration 41Q: 3 clusters Score -7767062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -7767071.000000 Penalty: 3577.351807
	Iteration 42Q: 3 clusters Score -7767071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -7767061.000000 Penalty: 3577.351807
	Iteration 43Q: 3 clusters Score -7767061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -7767059.000000 Penalty: 3577.351807
	Iteration 44Q: 3 clusters Score -7767059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -7767055.500000 Penalty: 3577.351807
	Iteration 45Q: 3 clusters Score -7767056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -7767063.000000 Penalty: 3577.351807
	Iteration 46Q: 3 clusters Score -7767063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -7767058.000000 Penalty: 3577.351807
	Iteration 47Q: 3 clusters Score -7767058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -7767059.500000 Penalty: 3577.351807
	Iteration 48Q: 3 clusters Score -7767060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -7767056.000000 Penalty: 3577.351807
	Iteration 49Q: 3 clusters Score -7767056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -7767060.000000 Penalty: 3577.351807
	Iteration 50Q: 3 clusters Score -7767060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -7767060.000000 Penalty: 3577.351807
	Iteration 51F: 3 clusters Score -7767060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -809366.812500 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -809366.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -804253.625000 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -804253.6 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -805773.125000 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -805773.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -805997.750000 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -805997.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -806180.500000 Penalty: 2871.254150
	Iteration 3F: 3 clusters Score -806180.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -806316.937500 Penalty: 2871.254150
	Iteration 4Q: 3 clusters Score -806316.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -806445.125000 Penalty: 2871.254150
	Iteration 5Q: 3 clusters Score -806445.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -806550.437500 Penalty: 2871.254150
	Iteration 6Q: 3 clusters Score -806550.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -806635.000000 Penalty: 2871.254150
	Iteration 7Q: 3 clusters Score -806635 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -806719.187500 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -806719.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -806795.000000 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -806795 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -806875.812500 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -806875.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -806984.750000 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -806984.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -807107.125000 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -807107.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -807220.500000 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -807220.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -807342.375000 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -807342.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -807465.875000 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -807465.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -807592.062500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -807592.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -807705.000000 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -807705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -807807.250000 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -807807.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -807913.500000 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -807913.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -808027.812500 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -808027.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -808135.812500 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -808135.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -808203.812500 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -808203.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -808254.500000 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -808254.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -808299.500000 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -808299.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -808341.312500 Penalty: 2871.254150
	Iteration 25Q: 3 clusters Score -808341.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -808369.125000 Penalty: 2871.254150
	Iteration 26Q: 3 clusters Score -808369.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -808385.937500 Penalty: 2871.254150
	Iteration 27Q: 3 clusters Score -808385.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -808399.625000 Penalty: 2871.254150
	Iteration 28Q: 3 clusters Score -808399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -808407.875000 Penalty: 2871.254150
	Iteration 29Q: 3 clusters Score -808407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -808414.812500 Penalty: 2871.254150
	Iteration 30Q: 3 clusters Score -808414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -808419.062500 Penalty: 2871.254150
	Iteration 31Q: 3 clusters Score -808419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -808423.687500 Penalty: 2871.254150
	Iteration 32Q: 3 clusters Score -808423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -808428.687500 Penalty: 2871.254150
	Iteration 33Q: 3 clusters Score -808428.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -808433.687500 Penalty: 2871.254150
	Iteration 34Q: 3 clusters Score -808433.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -808439.062500 Penalty: 2871.254150
	Iteration 35Q: 3 clusters Score -808439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -808441.562500 Penalty: 2871.254150
	Iteration 36Q: 3 clusters Score -808441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -808449.437500 Penalty: 2871.254150
	Iteration 37Q: 3 clusters Score -808449.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -808459.312500 Penalty: 2871.254150
	Iteration 38Q: 3 clusters Score -808459.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -808465.125000 Penalty: 2871.254150
	Iteration 39Q: 3 clusters Score -808465.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -808471.625000 Penalty: 2871.254150
	Iteration 40F: 3 clusters Score -808471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -808475.500000 Penalty: 2871.254150
	Iteration 41Q: 3 clusters Score -808475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -808479.562500 Penalty: 2871.254150
	Iteration 42Q: 3 clusters Score -808479.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -808483.625000 Penalty: 2871.254150
	Iteration 43Q: 3 clusters Score -808483.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -808487.812500 Penalty: 2871.254150
	Iteration 44Q: 3 clusters Score -808487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -808491.312500 Penalty: 2871.254150
	Iteration 45Q: 3 clusters Score -808491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -808494.375000 Penalty: 2871.254150
	Iteration 46Q: 3 clusters Score -808494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -808495.000000 Penalty: 2871.254150
	Iteration 47Q: 3 clusters Score -808495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -808496.000000 Penalty: 2871.254150
	Iteration 48Q: 3 clusters Score -808496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -808497.375000 Penalty: 2871.254150
	Iteration 49Q: 3 clusters Score -808497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -808501.000000 Penalty: 2871.254150
	Iteration 50Q: 3 clusters Score -808501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -808502.500000 Penalty: 2871.254150
	Iteration 51Q: 3 clusters Score -808502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -808502.500000 Penalty: 2871.254150
	Iteration 52F: 3 clusters Score -808502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -25822.236328 Penalty: 904.234558
	Iteration 0F: 2 clusters Score -25822.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25096.042969 Penalty: 1808.469116
	Iteration 0F: 3 clusters Score -25096.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25378.837891 Penalty: 1808.469116
	Iteration 1F: 3 clusters Score -25378.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25510.333984 Penalty: 1808.469116
	Iteration 2F: 3 clusters Score -25510.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25595.203125 Penalty: 1808.469116
	Iteration 3Q: 3 clusters Score -25595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25667.650391 Penalty: 1808.469116
	Iteration 4Q: 3 clusters Score -25667.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25684.488281 Penalty: 1808.469116
	Iteration 5Q: 3 clusters Score -25684.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25718.369141 Penalty: 1808.469116
	Iteration 6Q: 3 clusters Score -25718.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25776.175781 Penalty: 1808.469116
	Iteration 7Q: 3 clusters Score -25776.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25802.203125 Penalty: 1808.469116
	Iteration 8Q: 3 clusters Score -25802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25808.718750 Penalty: 1808.469116
	Iteration 9Q: 3 clusters Score -25808.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25814.269531 Penalty: 1808.469116
	Iteration 10Q: 3 clusters Score -25814.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25822.470703 Penalty: 1808.469116
	Iteration 11Q: 3 clusters Score -25822.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25822.470703 Penalty: 1808.469116
	Iteration 12F: 3 clusters Score -25822.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 86 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 268 members 
Mstep: Class 28 contains 71812 members 
Mstep: Class 29 contains 384 members 
Mstep: Class 30 contains 175 members 
Entering Unmasked Estep 
Score: -59780824.000000 Penalty: 63749.609375
Splitting cluster 25 changes total score from -59779472.000000 to -59780824.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 26 (49248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Entering Unmasked Estep 
Score: -6369787.500000 Penalty: 1755.751343
	Iteration 0F: 2 clusters Score -6369788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -6336822.500000 Penalty: 3511.502686
	Iteration 0F: 3 clusters Score -6336822 nChanged 23151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -6349788.000000 Penalty: 3511.502686
	Iteration 1F: 3 clusters Score -6349788 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -6350463.000000 Penalty: 3511.502686
	Iteration 2Q: 3 clusters Score -6350463 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6351312.500000 Penalty: 3511.502686
	Iteration 3Q: 3 clusters Score -6351312 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -6352613.500000 Penalty: 3511.502686
	Iteration 4F: 3 clusters Score -6352614 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -6354566.000000 Penalty: 3511.502686
	Iteration 5F: 3 clusters Score -6354566 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -6357362.500000 Penalty: 3511.502686
	Iteration 6F: 3 clusters Score -6357362 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -6360487.000000 Penalty: 3511.502686
	Iteration 7F: 3 clusters Score -6360487 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -6363222.500000 Penalty: 3511.502686
	Iteration 8F: 3 clusters Score -6363222 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -6365159.500000 Penalty: 3511.502686
	Iteration 9Q: 3 clusters Score -6365160 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -6366327.000000 Penalty: 3511.502686
	Iteration 10Q: 3 clusters Score -6366327 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -6366977.000000 Penalty: 3511.502686
	Iteration 11Q: 3 clusters Score -6366977 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -6367488.000000 Penalty: 3511.502686
	Iteration 12Q: 3 clusters Score -6367488 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -6367846.500000 Penalty: 3511.502686
	Iteration 13Q: 3 clusters Score -6367846 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -6368048.500000 Penalty: 3511.502686
	Iteration 14Q: 3 clusters Score -6368048 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6368143.500000 Penalty: 3511.502686
	Iteration 15Q: 3 clusters Score -6368144 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -6368208.000000 Penalty: 3511.502686
	Iteration 16Q: 3 clusters Score -6368208 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6368242.000000 Penalty: 3511.502686
	Iteration 17Q: 3 clusters Score -6368242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6368275.000000 Penalty: 3511.502686
	Iteration 18Q: 3 clusters Score -6368275 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6368289.000000 Penalty: 3511.502686
	Iteration 19Q: 3 clusters Score -6368289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6368312.000000 Penalty: 3511.502686
	Iteration 20F: 3 clusters Score -6368312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -6368337.000000 Penalty: 3511.502686
	Iteration 21Q: 3 clusters Score -6368337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6368346.000000 Penalty: 3511.502686
	Iteration 22Q: 3 clusters Score -6368346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -6368354.500000 Penalty: 3511.502686
	Iteration 23Q: 3 clusters Score -6368354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -6368383.000000 Penalty: 3511.502686
	Iteration 24Q: 3 clusters Score -6368383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6368381.000000 Penalty: 3511.502686
	Iteration 25Q: 3 clusters Score -6368381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -6368377.500000 Penalty: 3511.502686
	Iteration 26Q: 3 clusters Score -6368378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -6368383.500000 Penalty: 3511.502686
	Iteration 27Q: 3 clusters Score -6368384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -6368377.500000 Penalty: 3511.502686
	Iteration 28Q: 3 clusters Score -6368378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -6368384.000000 Penalty: 3511.502686
	Iteration 29Q: 3 clusters Score -6368384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6368390.000000 Penalty: 3511.502686
	Iteration 30Q: 3 clusters Score -6368390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -6368392.500000 Penalty: 3511.502686
	Iteration 31Q: 3 clusters Score -6368392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6368391.000000 Penalty: 3511.502686
	Iteration 32Q: 3 clusters Score -6368391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6368398.000000 Penalty: 3511.502686
	Iteration 33Q: 3 clusters Score -6368398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -6368398.000000 Penalty: 3511.502686
	Iteration 34F: 3 clusters Score -6368398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -25605.273438 Penalty: 908.535400
	Iteration 0F: 2 clusters Score -25605.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24920.330078 Penalty: 1817.070801
	Iteration 0F: 3 clusters Score -24920.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25167.708984 Penalty: 1817.070801
	Iteration 1F: 3 clusters Score -25167.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25255.734375 Penalty: 1817.070801
	Iteration 2F: 3 clusters Score -25255.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25340.408203 Penalty: 1817.070801
	Iteration 3Q: 3 clusters Score -25340.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -25369.531250 Penalty: 1817.070801
	Iteration 4Q: 3 clusters Score -25369.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25412.513672 Penalty: 1817.070801
	Iteration 5Q: 3 clusters Score -25412.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25439.509766 Penalty: 1817.070801
	Iteration 6Q: 3 clusters Score -25439.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25442.103516 Penalty: 1817.070801
	Iteration 7Q: 3 clusters Score -25442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25445.230469 Penalty: 1817.070801
	Iteration 8Q: 3 clusters Score -25445.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25447.785156 Penalty: 1817.070801
	Iteration 9Q: 3 clusters Score -25447.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25468.917969 Penalty: 1817.070801
	Iteration 10Q: 3 clusters Score -25468.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -25502.869141 Penalty: 1817.070801
	Iteration 11Q: 3 clusters Score -25502.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25564.646484 Penalty: 1817.070801
	Iteration 12Q: 3 clusters Score -25564.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -25588.748047 Penalty: 1817.070801
	Iteration 13Q: 3 clusters Score -25588.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25594.390625 Penalty: 1817.070801
	Iteration 14Q: 3 clusters Score -25594.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25632.423828 Penalty: 1817.070801
	Iteration 15Q: 3 clusters Score -25632.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25641.195312 Penalty: 1817.070801
	Iteration 16Q: 3 clusters Score -25641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25645.871094 Penalty: 1817.070801
	Iteration 17Q: 3 clusters Score -25645.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25654.755859 Penalty: 1817.070801
	Iteration 18Q: 3 clusters Score -25654.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25662.412109 Penalty: 1817.070801
	Iteration 19F: 3 clusters Score -25662.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25702.652344 Penalty: 1817.070801
	Iteration 20F: 3 clusters Score -25702.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -25732.583984 Penalty: 1817.070801
	Iteration 21Q: 3 clusters Score -25732.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25763.236328 Penalty: 1817.070801
	Iteration 22Q: 3 clusters Score -25763.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25769.304688 Penalty: 1817.070801
	Iteration 23Q: 3 clusters Score -25769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -25769.304688 Penalty: 1817.070801
	Iteration 24F: 3 clusters Score -25769.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 86 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 194 members 
Mstep: Class 28 contains 71812 members 
Mstep: Class 29 contains 384 members 
Mstep: Class 30 contains 175 members 
Mstep: Class 31 contains 74 members 
Entering Unmasked Estep 
Score: -59779768.000000 Penalty: 65874.601562
Splitting cluster 27 changes total score from -59779472.000000 to -59779768.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 17988 members 
Mstep: Class 6 contains 328 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18015 members 
Mstep: Class 15 contains 83243 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 7119 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 257 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60309 members 
Mstep: Class 24 contains 6868 members 
Mstep: Class 25 contains 86 members 
Mstep: Class 26 contains 49248 members 
Mstep: Class 27 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 31. Lose 1517.945557 but Gain 2124.992188
Score: -59784812.000000 Penalty: 63749.609375
Iteration 215F: 31 clusters Score -5.978481e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 43940 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18002 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 7340 members 
Mstep: Class 8 contains 33767 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 10426 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12235 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 18044 members 
Mstep: Class 15 contains 83391 members 
Mstep: Class 16 contains 22419 members 
Mstep: Class 17 contains 7160 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 6829 members 
Mstep: Class 22 contains 2387 members 
Mstep: Class 23 contains 60762 members 
Mstep: Class 24 contains 6858 members 
Mstep: Class 25 contains 90 members 
Mstep: Class 26 contains 49187 members 
Mstep: Class 27 contains 229 members 
Mstep: Class 28 contains 71061 members 
Mstep: Class 29 contains 401 members 
Mstep: Class 30 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 1896.227295 but Gain 2124.984375
Score: -59787376.000000 Penalty: 61624.625000
Iteration 216Q: 30 clusters Score -5.978738e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 44805 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 18016 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 7331 members 
Mstep: Class 8 contains 33151 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 10441 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12231 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 83503 members 
Mstep: Class 16 contains 22445 members 
Mstep: Class 17 contains 7176 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 294 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 6825 members 
Mstep: Class 22 contains 2384 members 
Mstep: Class 23 contains 60986 members 
Mstep: Class 24 contains 6851 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 49163 members 
Mstep: Class 27 contains 240 members 
Mstep: Class 28 contains 70542 members 
Mstep: Class 29 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789264.000000 Penalty: 61624.625000
Iteration 217Q: 30 clusters Score -5.978926e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 45524 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 18032 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 7324 members 
Mstep: Class 8 contains 32657 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10455 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12235 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 18126 members 
Mstep: Class 15 contains 83608 members 
Mstep: Class 16 contains 22435 members 
Mstep: Class 17 contains 7158 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 6819 members 
Mstep: Class 22 contains 2383 members 
Mstep: Class 23 contains 61030 members 
Mstep: Class 24 contains 6848 members 
Mstep: Class 25 contains 250 members 
Mstep: Class 26 contains 49177 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 70196 members 
Mstep: Class 29 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790020.000000 Penalty: 61624.625000
Iteration 218Q: 30 clusters Score -5.979002e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 46149 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 18069 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 7316 members 
Mstep: Class 8 contains 32249 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10459 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12231 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 18174 members 
Mstep: Class 15 contains 83681 members 
Mstep: Class 16 contains 22400 members 
Mstep: Class 17 contains 7171 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 6813 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 61010 members 
Mstep: Class 24 contains 6826 members 
Mstep: Class 25 contains 252 members 
Mstep: Class 26 contains 49199 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69947 members 
Mstep: Class 29 contains 416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790596.000000 Penalty: 61624.625000
Iteration 219Q: 30 clusters Score -5.97906e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 46704 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 18124 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 31896 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 10461 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12235 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 18229 members 
Mstep: Class 15 contains 83729 members 
Mstep: Class 16 contains 22336 members 
Mstep: Class 17 contains 7168 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 6806 members 
Mstep: Class 22 contains 2392 members 
Mstep: Class 23 contains 60956 members 
Mstep: Class 24 contains 6812 members 
Mstep: Class 25 contains 253 members 
Mstep: Class 26 contains 49223 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69775 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790848.000000 Penalty: 61624.625000
Iteration 220F: 30 clusters Score -5.979085e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 47213 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18170 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 31581 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 10453 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18270 members 
Mstep: Class 15 contains 83785 members 
Mstep: Class 16 contains 22308 members 
Mstep: Class 17 contains 7142 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6801 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 60848 members 
Mstep: Class 24 contains 6800 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49270 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69622 members 
Mstep: Class 29 contains 422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791248.000000 Penalty: 61624.625000
Iteration 221Q: 30 clusters Score -5.979125e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 47669 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 18219 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 31320 members 
Mstep: Class 9 contains 1225 members 
Mstep: Class 10 contains 10441 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18286 members 
Mstep: Class 15 contains 83818 members 
Mstep: Class 16 contains 22295 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 2398 members 
Mstep: Class 23 contains 60739 members 
Mstep: Class 24 contains 6787 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49344 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69461 members 
Mstep: Class 29 contains 424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791312.000000 Penalty: 61624.625000
Iteration 222Q: 30 clusters Score -5.979131e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 48066 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 18271 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 31114 members 
Mstep: Class 9 contains 1227 members 
Mstep: Class 10 contains 10433 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12265 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 18291 members 
Mstep: Class 15 contains 83837 members 
Mstep: Class 16 contains 22272 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 6788 members 
Mstep: Class 22 contains 2401 members 
Mstep: Class 23 contains 60590 members 
Mstep: Class 24 contains 6781 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49371 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69380 members 
Mstep: Class 29 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791468.000000 Penalty: 61624.625000
Iteration 223Q: 30 clusters Score -5.979147e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 48430 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 18307 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7292 members 
Mstep: Class 8 contains 30948 members 
Mstep: Class 9 contains 1231 members 
Mstep: Class 10 contains 10427 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12270 members 
Mstep: Class 13 contains 2015 members 
Mstep: Class 14 contains 18302 members 
Mstep: Class 15 contains 83873 members 
Mstep: Class 16 contains 22238 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 2399 members 
Mstep: Class 23 contains 60422 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49410 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69308 members 
Mstep: Class 29 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791584.000000 Penalty: 61624.625000
Iteration 224Q: 30 clusters Score -5.979158e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 48761 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 18348 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7291 members 
Mstep: Class 8 contains 30800 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10417 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12290 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 18320 members 
Mstep: Class 15 contains 83907 members 
Mstep: Class 16 contains 22212 members 
Mstep: Class 17 contains 7068 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 6778 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 60235 members 
Mstep: Class 24 contains 6774 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49440 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69252 members 
Mstep: Class 29 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791612.000000 Penalty: 61624.625000
Iteration 225Q: 30 clusters Score -5.979161e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 49067 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 18391 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7289 members 
Mstep: Class 8 contains 30668 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10398 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12311 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 18330 members 
Mstep: Class 15 contains 83926 members 
Mstep: Class 16 contains 22196 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 6773 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 60054 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49478 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69200 members 
Mstep: Class 29 contains 426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791592.000000 Penalty: 61624.625000
Iteration 226Q: 30 clusters Score -5.979159e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 18438 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7296 members 
Mstep: Class 8 contains 30532 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 18341 members 
Mstep: Class 15 contains 83938 members 
Mstep: Class 16 contains 22171 members 
Mstep: Class 17 contains 7044 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 59888 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49503 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69149 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791736.000000 Penalty: 61624.625000
Iteration 227Q: 30 clusters Score -5.979174e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 49629 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2229 members 
Mstep: Class 5 contains 18492 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 30408 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10372 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 12 contains 12342 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 18348 members 
Mstep: Class 15 contains 83961 members 
Mstep: Class 16 contains 22145 members 
Mstep: Class 17 contains 7035 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 6771 members 
Mstep: Class 22 contains 2382 members 
Mstep: Class 23 contains 59723 members 
Mstep: Class 24 contains 6774 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49521 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69120 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791684.000000 Penalty: 61624.625000
Iteration 228Q: 30 clusters Score -5.979168e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 49875 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 18552 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7300 members 
Mstep: Class 8 contains 30271 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10355 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 18351 members 
Mstep: Class 15 contains 84003 members 
Mstep: Class 16 contains 22122 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 59545 members 
Mstep: Class 24 contains 6773 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49536 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69102 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791600.000000 Penalty: 61624.625000
Iteration 229Q: 30 clusters Score -5.97916e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 50080 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18599 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 30170 members 
Mstep: Class 9 contains 1230 members 
Mstep: Class 10 contains 10340 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12379 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 18349 members 
Mstep: Class 15 contains 84011 members 
Mstep: Class 16 contains 22113 members 
Mstep: Class 17 contains 7015 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 59408 members 
Mstep: Class 24 contains 6763 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49559 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69094 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791640.000000 Penalty: 61624.625000
Iteration 230Q: 30 clusters Score -5.979164e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 50248 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18651 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7306 members 
Mstep: Class 8 contains 30086 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12393 members 
Mstep: Class 13 contains 2018 members 
Mstep: Class 14 contains 18355 members 
Mstep: Class 15 contains 84025 members 
Mstep: Class 16 contains 22105 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 59281 members 
Mstep: Class 24 contains 6754 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49579 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69071 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791624.000000 Penalty: 61624.625000
Iteration 231Q: 30 clusters Score -5.979162e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 50398 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18709 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 30004 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10312 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12404 members 
Mstep: Class 13 contains 2017 members 
Mstep: Class 14 contains 18358 members 
Mstep: Class 15 contains 84034 members 
Mstep: Class 16 contains 22094 members 
Mstep: Class 17 contains 6999 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 59182 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49602 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69058 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791636.000000 Penalty: 61624.625000
Iteration 232Q: 30 clusters Score -5.979164e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 50523 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18749 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7304 members 
Mstep: Class 8 contains 29932 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10302 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12415 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 18361 members 
Mstep: Class 15 contains 84049 members 
Mstep: Class 16 contains 22083 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6768 members 
Mstep: Class 22 contains 2365 members 
Mstep: Class 23 contains 59084 members 
Mstep: Class 24 contains 6733 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69046 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 61624.625000
Iteration 233Q: 30 clusters Score -5.979153e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 50626 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18768 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 29899 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10283 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12418 members 
Mstep: Class 13 contains 2015 members 
Mstep: Class 14 contains 18366 members 
Mstep: Class 15 contains 84062 members 
Mstep: Class 16 contains 22073 members 
Mstep: Class 17 contains 6990 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 2366 members 
Mstep: Class 23 contains 58993 members 
Mstep: Class 24 contains 6736 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49629 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69048 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791492.000000 Penalty: 61624.625000
Iteration 234Q: 30 clusters Score -5.979149e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 50725 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18798 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7297 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10268 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 18365 members 
Mstep: Class 15 contains 84069 members 
Mstep: Class 16 contains 22066 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6766 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 58901 members 
Mstep: Class 24 contains 6738 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49640 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69055 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791540.000000 Penalty: 61624.625000
Iteration 235Q: 30 clusters Score -5.979154e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 50794 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 18820 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 29826 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10249 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12437 members 
Mstep: Class 13 contains 2013 members 
Mstep: Class 14 contains 18368 members 
Mstep: Class 15 contains 84079 members 
Mstep: Class 16 contains 22060 members 
Mstep: Class 17 contains 6981 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6766 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 58830 members 
Mstep: Class 24 contains 6734 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49654 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69057 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791552.000000 Penalty: 61624.625000
Iteration 236Q: 30 clusters Score -5.979155e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 50860 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18839 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 29794 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10238 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12451 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18374 members 
Mstep: Class 15 contains 84093 members 
Mstep: Class 16 contains 22054 members 
Mstep: Class 17 contains 6975 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6764 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 58769 members 
Mstep: Class 24 contains 6731 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49661 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69058 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791476.000000 Penalty: 61624.625000
Iteration 237Q: 30 clusters Score -5.979148e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 50909 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18861 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7294 members 
Mstep: Class 8 contains 29757 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12457 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 18374 members 
Mstep: Class 15 contains 84107 members 
Mstep: Class 16 contains 22051 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6763 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 58721 members 
Mstep: Class 24 contains 6729 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49664 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69068 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791456.000000 Penalty: 61624.625000
Iteration 238Q: 30 clusters Score -5.979146e+07 nChanged 164
Entering ConstructFrom: 
Score: -59791456.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (12036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Entering Unmasked Estep 
Score: -1567760.500000 Penalty: 1526.794312
	Iteration 0F: 2 clusters Score -1567760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1559303.125000 Penalty: 3053.588623
	Iteration 0F: 3 clusters Score -1559303 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1562121.250000 Penalty: 3053.588623
	Iteration 1F: 3 clusters Score -1562121 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1562349.375000 Penalty: 3053.588623
	Iteration 2F: 3 clusters Score -1562349 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1562561.750000 Penalty: 3053.588623
	Iteration 3Q: 3 clusters Score -1562562 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1562725.000000 Penalty: 3053.588623
	Iteration 4Q: 3 clusters Score -1562725 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1562866.500000 Penalty: 3053.588623
	Iteration 5Q: 3 clusters Score -1562866 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1563021.500000 Penalty: 3053.588623
	Iteration 6Q: 3 clusters Score -1563022 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1563209.750000 Penalty: 3053.588623
	Iteration 7Q: 3 clusters Score -1563210 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1563467.000000 Penalty: 3053.588623
	Iteration 8Q: 3 clusters Score -1563467 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1563777.625000 Penalty: 3053.588623
	Iteration 9Q: 3 clusters Score -1563778 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1564172.250000 Penalty: 3053.588623
	Iteration 10F: 3 clusters Score -1564172 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1564607.250000 Penalty: 3053.588623
	Iteration 11Q: 3 clusters Score -1564607 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1565059.000000 Penalty: 3053.588623
	Iteration 12Q: 3 clusters Score -1565059 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1565445.875000 Penalty: 3053.588623
	Iteration 13Q: 3 clusters Score -1565446 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1565656.625000 Penalty: 3053.588623
	Iteration 14Q: 3 clusters Score -1565657 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1565768.625000 Penalty: 3053.588623
	Iteration 15Q: 3 clusters Score -1565769 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1565831.875000 Penalty: 3053.588623
	Iteration 16Q: 3 clusters Score -1565832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1565874.125000 Penalty: 3053.588623
	Iteration 17Q: 3 clusters Score -1565874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1565904.875000 Penalty: 3053.588623
	Iteration 18Q: 3 clusters Score -1565905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1565927.625000 Penalty: 3053.588623
	Iteration 19Q: 3 clusters Score -1565928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1565940.250000 Penalty: 3053.588623
	Iteration 20F: 3 clusters Score -1565940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1565963.125000 Penalty: 3053.588623
	Iteration 21Q: 3 clusters Score -1565963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1565975.500000 Penalty: 3053.588623
	Iteration 22Q: 3 clusters Score -1565976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1565979.875000 Penalty: 3053.588623
	Iteration 23Q: 3 clusters Score -1565980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1565987.750000 Penalty: 3053.588623
	Iteration 24Q: 3 clusters Score -1565988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1566000.125000 Penalty: 3053.588623
	Iteration 25Q: 3 clusters Score -1566000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1566020.250000 Penalty: 3053.588623
	Iteration 26Q: 3 clusters Score -1566020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1566031.500000 Penalty: 3053.588623
	Iteration 27Q: 3 clusters Score -1566032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1566049.250000 Penalty: 3053.588623
	Iteration 28Q: 3 clusters Score -1566049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1566053.375000 Penalty: 3053.588623
	Iteration 29Q: 3 clusters Score -1566053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1566062.500000 Penalty: 3053.588623
	Iteration 30Q: 3 clusters Score -1566062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1566069.500000 Penalty: 3053.588623
	Iteration 31Q: 3 clusters Score -1566070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1566074.750000 Penalty: 3053.588623
	Iteration 32Q: 3 clusters Score -1566075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1566084.375000 Penalty: 3053.588623
	Iteration 33Q: 3 clusters Score -1566084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1566095.375000 Penalty: 3053.588623
	Iteration 34Q: 3 clusters Score -1566095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1566098.500000 Penalty: 3053.588623
	Iteration 35Q: 3 clusters Score -1566098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1566103.500000 Penalty: 3053.588623
	Iteration 36Q: 3 clusters Score -1566104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1566103.000000 Penalty: 3053.588623
	Iteration 37Q: 3 clusters Score -1566103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1566104.375000 Penalty: 3053.588623
	Iteration 38Q: 3 clusters Score -1566104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1566102.500000 Penalty: 3053.588623
	Iteration 39Q: 3 clusters Score -1566102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1566104.250000 Penalty: 3053.588623
	Iteration 40F: 3 clusters Score -1566104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1566105.250000 Penalty: 3053.588623
	Iteration 41Q: 3 clusters Score -1566105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1566106.750000 Penalty: 3053.588623
	Iteration 42Q: 3 clusters Score -1566107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1566105.875000 Penalty: 3053.588623
	Iteration 43Q: 3 clusters Score -1566106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1566105.250000 Penalty: 3053.588623
	Iteration 44Q: 3 clusters Score -1566105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1566104.125000 Penalty: 3053.588623
	Iteration 45Q: 3 clusters Score -1566104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1566110.250000 Penalty: 3053.588623
	Iteration 46Q: 3 clusters Score -1566110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1566113.875000 Penalty: 3053.588623
	Iteration 47Q: 3 clusters Score -1566114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1566116.125000 Penalty: 3053.588623
	Iteration 48Q: 3 clusters Score -1566116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1566119.250000 Penalty: 3053.588623
	Iteration 49Q: 3 clusters Score -1566119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1566121.625000 Penalty: 3053.588623
	Iteration 50Q: 3 clusters Score -1566122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1566121.500000 Penalty: 3053.588623
	Iteration 51Q: 3 clusters Score -1566122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1566128.250000 Penalty: 3053.588623
	Iteration 52Q: 3 clusters Score -1566128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1566127.000000 Penalty: 3053.588623
	Iteration 53Q: 3 clusters Score -1566127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1566130.750000 Penalty: 3053.588623
	Iteration 54Q: 3 clusters Score -1566131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1566137.375000 Penalty: 3053.588623
	Iteration 55Q: 3 clusters Score -1566137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1566147.000000 Penalty: 3053.588623
	Iteration 56Q: 3 clusters Score -1566147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1566145.500000 Penalty: 3053.588623
	Iteration 57Q: 3 clusters Score -1566146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1566151.500000 Penalty: 3053.588623
	Iteration 58Q: 3 clusters Score -1566152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1566161.000000 Penalty: 3053.588623
	Iteration 59Q: 3 clusters Score -1566161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1566164.875000 Penalty: 3053.588623
	Iteration 60F: 3 clusters Score -1566165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1566170.250000 Penalty: 3053.588623
	Iteration 61Q: 3 clusters Score -1566170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1566177.125000 Penalty: 3053.588623
	Iteration 62Q: 3 clusters Score -1566177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1566181.250000 Penalty: 3053.588623
	Iteration 63Q: 3 clusters Score -1566181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1566185.375000 Penalty: 3053.588623
	Iteration 64Q: 3 clusters Score -1566185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1566190.750000 Penalty: 3053.588623
	Iteration 65Q: 3 clusters Score -1566191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1566199.125000 Penalty: 3053.588623
	Iteration 66Q: 3 clusters Score -1566199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1566199.500000 Penalty: 3053.588623
	Iteration 67Q: 3 clusters Score -1566200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1566207.375000 Penalty: 3053.588623
	Iteration 68Q: 3 clusters Score -1566207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1566211.000000 Penalty: 3053.588623
	Iteration 69Q: 3 clusters Score -1566211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1566212.250000 Penalty: 3053.588623
	Iteration 70Q: 3 clusters Score -1566212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1566220.125000 Penalty: 3053.588623
	Iteration 71Q: 3 clusters Score -1566220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1566225.750000 Penalty: 3053.588623
	Iteration 72Q: 3 clusters Score -1566226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1566228.125000 Penalty: 3053.588623
	Iteration 73Q: 3 clusters Score -1566228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1566231.000000 Penalty: 3053.588623
	Iteration 74Q: 3 clusters Score -1566231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1566234.500000 Penalty: 3053.588623
	Iteration 75Q: 3 clusters Score -1566234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1566239.500000 Penalty: 3053.588623
	Iteration 76Q: 3 clusters Score -1566240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1566250.375000 Penalty: 3053.588623
	Iteration 77Q: 3 clusters Score -1566250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1566257.500000 Penalty: 3053.588623
	Iteration 78Q: 3 clusters Score -1566258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1566267.125000 Penalty: 3053.588623
	Iteration 79Q: 3 clusters Score -1566267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1566275.250000 Penalty: 3053.588623
	Iteration 80F: 3 clusters Score -1566275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1566281.625000 Penalty: 3053.588623
	Iteration 81Q: 3 clusters Score -1566282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1566298.000000 Penalty: 3053.588623
	Iteration 82Q: 3 clusters Score -1566298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1566312.750000 Penalty: 3053.588623
	Iteration 83Q: 3 clusters Score -1566313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1566319.750000 Penalty: 3053.588623
	Iteration 84Q: 3 clusters Score -1566320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1566332.875000 Penalty: 3053.588623
	Iteration 85Q: 3 clusters Score -1566333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1566340.000000 Penalty: 3053.588623
	Iteration 86Q: 3 clusters Score -1566340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1566345.125000 Penalty: 3053.588623
	Iteration 87Q: 3 clusters Score -1566345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1566354.625000 Penalty: 3053.588623
	Iteration 88Q: 3 clusters Score -1566355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1566362.625000 Penalty: 3053.588623
	Iteration 89Q: 3 clusters Score -1566363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1566374.000000 Penalty: 3053.588623
	Iteration 90Q: 3 clusters Score -1566374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1566386.750000 Penalty: 3053.588623
	Iteration 91Q: 3 clusters Score -1566387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1566398.750000 Penalty: 3053.588623
	Iteration 92Q: 3 clusters Score -1566399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1566409.375000 Penalty: 3053.588623
	Iteration 93Q: 3 clusters Score -1566409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1566418.500000 Penalty: 3053.588623
	Iteration 94Q: 3 clusters Score -1566418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1566423.625000 Penalty: 3053.588623
	Iteration 95Q: 3 clusters Score -1566424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1566426.875000 Penalty: 3053.588623
	Iteration 96Q: 3 clusters Score -1566427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1566431.125000 Penalty: 3053.588623
	Iteration 97Q: 3 clusters Score -1566431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1566433.125000 Penalty: 3053.588623
	Iteration 98Q: 3 clusters Score -1566433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1566434.250000 Penalty: 3053.588623
	Iteration 99Q: 3 clusters Score -1566434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1566435.625000 Penalty: 3053.588623
	Iteration 100F: 3 clusters Score -1566436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1566436.625000 Penalty: 3053.588623
	Iteration 101Q: 3 clusters Score -1566437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1566436.375000 Penalty: 3053.588623
	Iteration 102Q: 3 clusters Score -1566436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1566436.750000 Penalty: 3053.588623
	Iteration 103Q: 3 clusters Score -1566437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1566435.875000 Penalty: 3053.588623
	Iteration 104Q: 3 clusters Score -1566436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1566437.750000 Penalty: 3053.588623
	Iteration 105Q: 3 clusters Score -1566438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1566440.125000 Penalty: 3053.588623
	Iteration 106Q: 3 clusters Score -1566440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1566440.625000 Penalty: 3053.588623
	Iteration 107Q: 3 clusters Score -1566441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1566441.000000 Penalty: 3053.588623
	Iteration 108Q: 3 clusters Score -1566441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1566443.375000 Penalty: 3053.588623
	Iteration 109Q: 3 clusters Score -1566443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1566446.000000 Penalty: 3053.588623
	Iteration 110Q: 3 clusters Score -1566446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1566450.625000 Penalty: 3053.588623
	Iteration 111Q: 3 clusters Score -1566451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1566451.625000 Penalty: 3053.588623
	Iteration 112Q: 3 clusters Score -1566452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1566451.625000 Penalty: 3053.588623
	Iteration 113Q: 3 clusters Score -1566452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1566451.375000 Penalty: 3053.588623
	Iteration 114Q: 3 clusters Score -1566451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1566451.375000 Penalty: 3053.588623
	Iteration 115F: 3 clusters Score -1566451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Entering Unmasked Estep 
Score: -6591753.000000 Penalty: 1761.266113
	Iteration 0F: 2 clusters Score -6591753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -6557709.500000 Penalty: 3522.532227
	Iteration 0F: 3 clusters Score -6557710 nChanged 23910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6571251.000000 Penalty: 3522.532227
	Iteration 1F: 3 clusters Score -6571251 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6571831.000000 Penalty: 3522.532227
	Iteration 2Q: 3 clusters Score -6571831 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6572416.500000 Penalty: 3522.532227
	Iteration 3Q: 3 clusters Score -6572416 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6573116.000000 Penalty: 3522.532227
	Iteration 4Q: 3 clusters Score -6573116 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -6574154.500000 Penalty: 3522.532227
	Iteration 5Q: 3 clusters Score -6574154 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -6575606.000000 Penalty: 3522.532227
	Iteration 6F: 3 clusters Score -6575606 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -6577760.000000 Penalty: 3522.532227
	Iteration 7F: 3 clusters Score -6577760 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -6580637.500000 Penalty: 3522.532227
	Iteration 8F: 3 clusters Score -6580638 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -6583864.000000 Penalty: 3522.532227
	Iteration 9F: 3 clusters Score -6583864 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6586625.500000 Penalty: 3522.532227
	Iteration 10F: 3 clusters Score -6586626 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6588414.000000 Penalty: 3522.532227
	Iteration 11Q: 3 clusters Score -6588414 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6589386.000000 Penalty: 3522.532227
	Iteration 12Q: 3 clusters Score -6589386 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6589803.000000 Penalty: 3522.532227
	Iteration 13Q: 3 clusters Score -6589803 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6589999.500000 Penalty: 3522.532227
	Iteration 14Q: 3 clusters Score -6590000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6590102.500000 Penalty: 3522.532227
	Iteration 15Q: 3 clusters Score -6590102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6590135.500000 Penalty: 3522.532227
	Iteration 16Q: 3 clusters Score -6590136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6590165.000000 Penalty: 3522.532227
	Iteration 17Q: 3 clusters Score -6590165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6590192.000000 Penalty: 3522.532227
	Iteration 18Q: 3 clusters Score -6590192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6590197.000000 Penalty: 3522.532227
	Iteration 19Q: 3 clusters Score -6590197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6590214.500000 Penalty: 3522.532227
	Iteration 20F: 3 clusters Score -6590214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6590219.000000 Penalty: 3522.532227
	Iteration 21Q: 3 clusters Score -6590219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6590219.000000 Penalty: 3522.532227
	Iteration 22F: 3 clusters Score -6590219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -45677.437500 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -45677.44 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 216 members 
Entering Unmasked Estep 
Score: -44703.972656 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -44703.97 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44919.972656 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -44919.97 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44990.515625 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -44990.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45011.554688 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -45011.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45027.746094 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -45027.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45032.199219 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -45032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45036.699219 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -45036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45038.972656 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -45038.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45040.132812 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -45040.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45040.132812 Penalty: 1970.730103
	Iteration 9F: 3 clusters Score -45040.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -271213.125000 Penalty: 1253.053955
	Iteration 0F: 2 clusters Score -271213.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -268971.718750 Penalty: 2506.107910
	Iteration 0F: 3 clusters Score -268971.7 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -269477.250000 Penalty: 2506.107910
	Iteration 1F: 3 clusters Score -269477.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -269602.343750 Penalty: 2506.107910
	Iteration 2F: 3 clusters Score -269602.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -269676.125000 Penalty: 2506.107910
	Iteration 3F: 3 clusters Score -269676.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -269711.656250 Penalty: 2506.107910
	Iteration 4Q: 3 clusters Score -269711.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -269734.468750 Penalty: 2506.107910
	Iteration 5Q: 3 clusters Score -269734.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -269745.062500 Penalty: 2506.107910
	Iteration 6Q: 3 clusters Score -269745.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -269752.312500 Penalty: 2506.107910
	Iteration 7Q: 3 clusters Score -269752.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -269759.500000 Penalty: 2506.107910
	Iteration 8Q: 3 clusters Score -269759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269765.750000 Penalty: 2506.107910
	Iteration 9Q: 3 clusters Score -269765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -269769.750000 Penalty: 2506.107910
	Iteration 10Q: 3 clusters Score -269769.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -269772.781250 Penalty: 2506.107910
	Iteration 11Q: 3 clusters Score -269772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -269776.656250 Penalty: 2506.107910
	Iteration 12Q: 3 clusters Score -269776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -269778.843750 Penalty: 2506.107910
	Iteration 13Q: 3 clusters Score -269778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269779.062500 Penalty: 2506.107910
	Iteration 14Q: 3 clusters Score -269779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269780.500000 Penalty: 2506.107910
	Iteration 15Q: 3 clusters Score -269780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -269780.531250 Penalty: 2506.107910
	Iteration 16Q: 3 clusters Score -269780.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -269780.531250 Penalty: 2506.107910
	Iteration 17F: 3 clusters Score -269780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Entering Unmasked Estep 
Score: -2358423.000000 Penalty: 1599.934814
	Iteration 0F: 2 clusters Score -2358423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2345489.500000 Penalty: 3199.869629
	Iteration 0F: 3 clusters Score -2345490 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2350432.500000 Penalty: 3199.869629
	Iteration 1F: 3 clusters Score -2350432 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2350941.750000 Penalty: 3199.869629
	Iteration 2F: 3 clusters Score -2350942 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2351546.250000 Penalty: 3199.869629
	Iteration 3F: 3 clusters Score -2351546 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2352225.000000 Penalty: 3199.869629
	Iteration 4F: 3 clusters Score -2352225 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2352988.750000 Penalty: 3199.869629
	Iteration 5F: 3 clusters Score -2352989 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2353763.000000 Penalty: 3199.869629
	Iteration 6F: 3 clusters Score -2353763 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2354376.000000 Penalty: 3199.869629
	Iteration 7F: 3 clusters Score -2354376 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2354755.500000 Penalty: 3199.869629
	Iteration 8Q: 3 clusters Score -2354756 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2354969.750000 Penalty: 3199.869629
	Iteration 9Q: 3 clusters Score -2354970 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2355099.500000 Penalty: 3199.869629
	Iteration 10Q: 3 clusters Score -2355100 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2355195.250000 Penalty: 3199.869629
	Iteration 11Q: 3 clusters Score -2355195 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2355285.500000 Penalty: 3199.869629
	Iteration 12Q: 3 clusters Score -2355286 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2355363.000000 Penalty: 3199.869629
	Iteration 13Q: 3 clusters Score -2355363 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2355454.750000 Penalty: 3199.869629
	Iteration 14Q: 3 clusters Score -2355455 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2355543.000000 Penalty: 3199.869629
	Iteration 15Q: 3 clusters Score -2355543 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2355633.750000 Penalty: 3199.869629
	Iteration 16Q: 3 clusters Score -2355634 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2355717.500000 Penalty: 3199.869629
	Iteration 17Q: 3 clusters Score -2355718 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2355826.250000 Penalty: 3199.869629
	Iteration 18Q: 3 clusters Score -2355826 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2355929.250000 Penalty: 3199.869629
	Iteration 19Q: 3 clusters Score -2355929 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2356013.500000 Penalty: 3199.869629
	Iteration 20F: 3 clusters Score -2356014 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2356102.000000 Penalty: 3199.869629
	Iteration 21Q: 3 clusters Score -2356102 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2356170.000000 Penalty: 3199.869629
	Iteration 22Q: 3 clusters Score -2356170 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2356238.250000 Penalty: 3199.869629
	Iteration 23Q: 3 clusters Score -2356238 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2356326.500000 Penalty: 3199.869629
	Iteration 24Q: 3 clusters Score -2356326 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2356410.250000 Penalty: 3199.869629
	Iteration 25Q: 3 clusters Score -2356410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2356489.000000 Penalty: 3199.869629
	Iteration 26Q: 3 clusters Score -2356489 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2356550.750000 Penalty: 3199.869629
	Iteration 27Q: 3 clusters Score -2356551 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2356602.250000 Penalty: 3199.869629
	Iteration 28Q: 3 clusters Score -2356602 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2356656.500000 Penalty: 3199.869629
	Iteration 29Q: 3 clusters Score -2356656 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2356692.500000 Penalty: 3199.869629
	Iteration 30Q: 3 clusters Score -2356692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2356719.250000 Penalty: 3199.869629
	Iteration 31Q: 3 clusters Score -2356719 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2356759.500000 Penalty: 3199.869629
	Iteration 32Q: 3 clusters Score -2356760 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2356783.750000 Penalty: 3199.869629
	Iteration 33Q: 3 clusters Score -2356784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2356812.000000 Penalty: 3199.869629
	Iteration 34Q: 3 clusters Score -2356812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2356833.250000 Penalty: 3199.869629
	Iteration 35Q: 3 clusters Score -2356833 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2356852.500000 Penalty: 3199.869629
	Iteration 36Q: 3 clusters Score -2356852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2356884.250000 Penalty: 3199.869629
	Iteration 37Q: 3 clusters Score -2356884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2356910.000000 Penalty: 3199.869629
	Iteration 38Q: 3 clusters Score -2356910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2356942.750000 Penalty: 3199.869629
	Iteration 39Q: 3 clusters Score -2356943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2356964.000000 Penalty: 3199.869629
	Iteration 40F: 3 clusters Score -2356964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2356993.500000 Penalty: 3199.869629
	Iteration 41Q: 3 clusters Score -2356994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2357018.750000 Penalty: 3199.869629
	Iteration 42Q: 3 clusters Score -2357019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2357040.500000 Penalty: 3199.869629
	Iteration 43Q: 3 clusters Score -2357040 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2357058.000000 Penalty: 3199.869629
	Iteration 44Q: 3 clusters Score -2357058 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2357071.000000 Penalty: 3199.869629
	Iteration 45Q: 3 clusters Score -2357071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2357083.000000 Penalty: 3199.869629
	Iteration 46Q: 3 clusters Score -2357083 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2357099.500000 Penalty: 3199.869629
	Iteration 47Q: 3 clusters Score -2357100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2357109.500000 Penalty: 3199.869629
	Iteration 48Q: 3 clusters Score -2357110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2357124.500000 Penalty: 3199.869629
	Iteration 49Q: 3 clusters Score -2357124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2357137.250000 Penalty: 3199.869629
	Iteration 50Q: 3 clusters Score -2357137 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2357153.500000 Penalty: 3199.869629
	Iteration 51Q: 3 clusters Score -2357154 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2357165.250000 Penalty: 3199.869629
	Iteration 52Q: 3 clusters Score -2357165 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2357182.750000 Penalty: 3199.869629
	Iteration 53Q: 3 clusters Score -2357183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2357188.000000 Penalty: 3199.869629
	Iteration 54Q: 3 clusters Score -2357188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -2357204.500000 Penalty: 3199.869629
	Iteration 55Q: 3 clusters Score -2357204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2357208.500000 Penalty: 3199.869629
	Iteration 56Q: 3 clusters Score -2357208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2357221.500000 Penalty: 3199.869629
	Iteration 57Q: 3 clusters Score -2357222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2357238.000000 Penalty: 3199.869629
	Iteration 58Q: 3 clusters Score -2357238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2357245.000000 Penalty: 3199.869629
	Iteration 59Q: 3 clusters Score -2357245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2357248.500000 Penalty: 3199.869629
	Iteration 60F: 3 clusters Score -2357248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2357260.000000 Penalty: 3199.869629
	Iteration 61Q: 3 clusters Score -2357260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2357267.250000 Penalty: 3199.869629
	Iteration 62Q: 3 clusters Score -2357267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2357275.750000 Penalty: 3199.869629
	Iteration 63Q: 3 clusters Score -2357276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2357270.750000 Penalty: 3199.869629
	Iteration 64Q: 3 clusters Score -2357271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2357280.000000 Penalty: 3199.869629
	Iteration 65Q: 3 clusters Score -2357280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2357284.000000 Penalty: 3199.869629
	Iteration 66Q: 3 clusters Score -2357284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2357288.250000 Penalty: 3199.869629
	Iteration 67Q: 3 clusters Score -2357288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2357291.250000 Penalty: 3199.869629
	Iteration 68Q: 3 clusters Score -2357291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2357293.750000 Penalty: 3199.869629
	Iteration 69Q: 3 clusters Score -2357294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2357296.750000 Penalty: 3199.869629
	Iteration 70Q: 3 clusters Score -2357297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2357298.250000 Penalty: 3199.869629
	Iteration 71Q: 3 clusters Score -2357298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2357300.250000 Penalty: 3199.869629
	Iteration 72Q: 3 clusters Score -2357300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2357303.750000 Penalty: 3199.869629
	Iteration 73Q: 3 clusters Score -2357304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2357305.250000 Penalty: 3199.869629
	Iteration 74Q: 3 clusters Score -2357305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2357309.750000 Penalty: 3199.869629
	Iteration 75Q: 3 clusters Score -2357310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2357307.000000 Penalty: 3199.869629
	Iteration 76Q: 3 clusters Score -2357307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2357308.250000 Penalty: 3199.869629
	Iteration 77Q: 3 clusters Score -2357308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2357307.750000 Penalty: 3199.869629
	Iteration 78Q: 3 clusters Score -2357308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2357305.750000 Penalty: 3199.869629
	Iteration 79Q: 3 clusters Score -2357306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2357310.000000 Penalty: 3199.869629
	Iteration 80F: 3 clusters Score -2357310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2357309.500000 Penalty: 3199.869629
	Iteration 81Q: 3 clusters Score -2357310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2357309.000000 Penalty: 3199.869629
	Iteration 82Q: 3 clusters Score -2357309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -2357308.500000 Penalty: 3199.869629
	Iteration 83Q: 3 clusters Score -2357308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2357304.000000 Penalty: 3199.869629
	Iteration 84Q: 3 clusters Score -2357304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2357309.750000 Penalty: 3199.869629
	Iteration 85Q: 3 clusters Score -2357310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2357311.000000 Penalty: 3199.869629
	Iteration 86Q: 3 clusters Score -2357311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2357311.000000 Penalty: 3199.869629
	Iteration 87F: 3 clusters Score -2357311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -34922.824219 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -34922.82 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 153 members 
Entering Unmasked Estep 
Score: -34056.003906 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34237.664062 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -34237.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34294.984375 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -34294.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34306.187500 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -34306.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34307.628906 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -34307.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34307.628906 Penalty: 1888.620850
	Iteration 5F: 3 clusters Score -34307.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Entering Unmasked Estep 
Score: -915702.500000 Penalty: 1445.383911
	Iteration 0F: 2 clusters Score -915702.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -910258.625000 Penalty: 2890.767822
	Iteration 0F: 3 clusters Score -910258.6 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -911958.250000 Penalty: 2890.767822
	Iteration 1F: 3 clusters Score -911958.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -912290.000000 Penalty: 2890.767822
	Iteration 2F: 3 clusters Score -912290 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -912551.437500 Penalty: 2890.767822
	Iteration 3F: 3 clusters Score -912551.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -912747.125000 Penalty: 2890.767822
	Iteration 4F: 3 clusters Score -912747.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -912892.000000 Penalty: 2890.767822
	Iteration 5Q: 3 clusters Score -912892 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -913013.187500 Penalty: 2890.767822
	Iteration 6Q: 3 clusters Score -913013.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -913148.875000 Penalty: 2890.767822
	Iteration 7Q: 3 clusters Score -913148.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -913303.750000 Penalty: 2890.767822
	Iteration 8Q: 3 clusters Score -913303.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -913489.125000 Penalty: 2890.767822
	Iteration 9Q: 3 clusters Score -913489.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -913662.937500 Penalty: 2890.767822
	Iteration 10Q: 3 clusters Score -913662.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -913832.812500 Penalty: 2890.767822
	Iteration 11Q: 3 clusters Score -913832.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -914008.812500 Penalty: 2890.767822
	Iteration 12Q: 3 clusters Score -914008.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -914134.437500 Penalty: 2890.767822
	Iteration 13Q: 3 clusters Score -914134.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -914212.875000 Penalty: 2890.767822
	Iteration 14Q: 3 clusters Score -914212.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -914279.437500 Penalty: 2890.767822
	Iteration 15Q: 3 clusters Score -914279.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -914325.187500 Penalty: 2890.767822
	Iteration 16Q: 3 clusters Score -914325.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -914367.625000 Penalty: 2890.767822
	Iteration 17Q: 3 clusters Score -914367.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -914409.000000 Penalty: 2890.767822
	Iteration 18Q: 3 clusters Score -914409 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -914443.687500 Penalty: 2890.767822
	Iteration 19Q: 3 clusters Score -914443.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -914465.687500 Penalty: 2890.767822
	Iteration 20F: 3 clusters Score -914465.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -914484.750000 Penalty: 2890.767822
	Iteration 21Q: 3 clusters Score -914484.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -914496.875000 Penalty: 2890.767822
	Iteration 22Q: 3 clusters Score -914496.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -914509.562500 Penalty: 2890.767822
	Iteration 23Q: 3 clusters Score -914509.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -914527.875000 Penalty: 2890.767822
	Iteration 24Q: 3 clusters Score -914527.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -914550.750000 Penalty: 2890.767822
	Iteration 25Q: 3 clusters Score -914550.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -914569.437500 Penalty: 2890.767822
	Iteration 26Q: 3 clusters Score -914569.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -914594.937500 Penalty: 2890.767822
	Iteration 27Q: 3 clusters Score -914594.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -914632.312500 Penalty: 2890.767822
	Iteration 28Q: 3 clusters Score -914632.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -914685.812500 Penalty: 2890.767822
	Iteration 29Q: 3 clusters Score -914685.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -914746.812500 Penalty: 2890.767822
	Iteration 30Q: 3 clusters Score -914746.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -914828.375000 Penalty: 2890.767822
	Iteration 31Q: 3 clusters Score -914828.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -914899.250000 Penalty: 2890.767822
	Iteration 32Q: 3 clusters Score -914899.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -914963.875000 Penalty: 2890.767822
	Iteration 33Q: 3 clusters Score -914963.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -915016.250000 Penalty: 2890.767822
	Iteration 34Q: 3 clusters Score -915016.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -915068.875000 Penalty: 2890.767822
	Iteration 35Q: 3 clusters Score -915068.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -915132.125000 Penalty: 2890.767822
	Iteration 36Q: 3 clusters Score -915132.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -915177.000000 Penalty: 2890.767822
	Iteration 37Q: 3 clusters Score -915177 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -915214.875000 Penalty: 2890.767822
	Iteration 38Q: 3 clusters Score -915214.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -915237.125000 Penalty: 2890.767822
	Iteration 39Q: 3 clusters Score -915237.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -915254.687500 Penalty: 2890.767822
	Iteration 40F: 3 clusters Score -915254.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -915262.250000 Penalty: 2890.767822
	Iteration 41Q: 3 clusters Score -915262.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -915265.937500 Penalty: 2890.767822
	Iteration 42Q: 3 clusters Score -915265.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -915270.250000 Penalty: 2890.767822
	Iteration 43Q: 3 clusters Score -915270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -915278.500000 Penalty: 2890.767822
	Iteration 44Q: 3 clusters Score -915278.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -915280.375000 Penalty: 2890.767822
	Iteration 45Q: 3 clusters Score -915280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -915286.312500 Penalty: 2890.767822
	Iteration 46Q: 3 clusters Score -915286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -915287.750000 Penalty: 2890.767822
	Iteration 47Q: 3 clusters Score -915287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -915288.937500 Penalty: 2890.767822
	Iteration 48Q: 3 clusters Score -915288.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -915290.875000 Penalty: 2890.767822
	Iteration 49Q: 3 clusters Score -915290.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -915290.875000 Penalty: 2890.767822
	Iteration 50Q: 3 clusters Score -915290.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -915294.250000 Penalty: 2890.767822
	Iteration 51Q: 3 clusters Score -915294.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -915296.562500 Penalty: 2890.767822
	Iteration 52Q: 3 clusters Score -915296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -915298.187500 Penalty: 2890.767822
	Iteration 53Q: 3 clusters Score -915298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -915296.687500 Penalty: 2890.767822
	Iteration 54Q: 3 clusters Score -915296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -915299.687500 Penalty: 2890.767822
	Iteration 55Q: 3 clusters Score -915299.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -915300.187500 Penalty: 2890.767822
	Iteration 56Q: 3 clusters Score -915300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -915303.750000 Penalty: 2890.767822
	Iteration 57Q: 3 clusters Score -915303.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -915303.875000 Penalty: 2890.767822
	Iteration 58Q: 3 clusters Score -915303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -915306.500000 Penalty: 2890.767822
	Iteration 59Q: 3 clusters Score -915306.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -915309.875000 Penalty: 2890.767822
	Iteration 60F: 3 clusters Score -915309.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -915310.875000 Penalty: 2890.767822
	Iteration 61Q: 3 clusters Score -915310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -915314.625000 Penalty: 2890.767822
	Iteration 62Q: 3 clusters Score -915314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -915315.437500 Penalty: 2890.767822
	Iteration 63Q: 3 clusters Score -915315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -915314.062500 Penalty: 2890.767822
	Iteration 64Q: 3 clusters Score -915314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -915315.500000 Penalty: 2890.767822
	Iteration 65Q: 3 clusters Score -915315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -915317.875000 Penalty: 2890.767822
	Iteration 66Q: 3 clusters Score -915317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -915317.937500 Penalty: 2890.767822
	Iteration 67Q: 3 clusters Score -915317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -915318.125000 Penalty: 2890.767822
	Iteration 68Q: 3 clusters Score -915318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -915319.375000 Penalty: 2890.767822
	Iteration 69Q: 3 clusters Score -915319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -915320.687500 Penalty: 2890.767822
	Iteration 70Q: 3 clusters Score -915320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -915321.500000 Penalty: 2890.767822
	Iteration 71Q: 3 clusters Score -915321.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -915322.875000 Penalty: 2890.767822
	Iteration 72Q: 3 clusters Score -915322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -915325.312500 Penalty: 2890.767822
	Iteration 73Q: 3 clusters Score -915325.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -915325.062500 Penalty: 2890.767822
	Iteration 74Q: 3 clusters Score -915325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -915326.000000 Penalty: 2890.767822
	Iteration 75Q: 3 clusters Score -915326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -915325.062500 Penalty: 2890.767822
	Iteration 76Q: 3 clusters Score -915325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -915326.250000 Penalty: 2890.767822
	Iteration 77Q: 3 clusters Score -915326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -915326.250000 Penalty: 2890.767822
	Iteration 78Q: 3 clusters Score -915326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -915326.687500 Penalty: 2890.767822
	Iteration 79Q: 3 clusters Score -915326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -915329.375000 Penalty: 2890.767822
	Iteration 80F: 3 clusters Score -915329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -915328.750000 Penalty: 2890.767822
	Iteration 81Q: 3 clusters Score -915328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -915331.187500 Penalty: 2890.767822
	Iteration 82Q: 3 clusters Score -915331.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -915330.562500 Penalty: 2890.767822
	Iteration 83Q: 3 clusters Score -915330.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -915331.937500 Penalty: 2890.767822
	Iteration 84Q: 3 clusters Score -915331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -915331.937500 Penalty: 2890.767822
	Iteration 85F: 3 clusters Score -915331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Entering Unmasked Estep 
Score: -3759090.500000 Penalty: 1673.779419
	Iteration 0F: 2 clusters Score -3759090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3739027.500000 Penalty: 3347.558838
	Iteration 0F: 3 clusters Score -3739028 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3746685.750000 Penalty: 3347.558838
	Iteration 1F: 3 clusters Score -3746686 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3747210.250000 Penalty: 3347.558838
	Iteration 2Q: 3 clusters Score -3747210 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3747922.500000 Penalty: 3347.558838
	Iteration 3F: 3 clusters Score -3747922 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3748770.500000 Penalty: 3347.558838
	Iteration 4F: 3 clusters Score -3748770 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3749874.000000 Penalty: 3347.558838
	Iteration 5F: 3 clusters Score -3749874 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3751065.250000 Penalty: 3347.558838
	Iteration 6F: 3 clusters Score -3751065 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -3752173.000000 Penalty: 3347.558838
	Iteration 7F: 3 clusters Score -3752173 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3753164.000000 Penalty: 3347.558838
	Iteration 8F: 3 clusters Score -3753164 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -3754095.000000 Penalty: 3347.558838
	Iteration 9Q: 3 clusters Score -3754095 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3754998.500000 Penalty: 3347.558838
	Iteration 10Q: 3 clusters Score -3754998 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3755782.250000 Penalty: 3347.558838
	Iteration 11Q: 3 clusters Score -3755782 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3756372.000000 Penalty: 3347.558838
	Iteration 12Q: 3 clusters Score -3756372 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3756837.750000 Penalty: 3347.558838
	Iteration 13Q: 3 clusters Score -3756838 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3757149.500000 Penalty: 3347.558838
	Iteration 14Q: 3 clusters Score -3757150 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3757297.250000 Penalty: 3347.558838
	Iteration 15Q: 3 clusters Score -3757297 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3757396.250000 Penalty: 3347.558838
	Iteration 16Q: 3 clusters Score -3757396 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3757453.000000 Penalty: 3347.558838
	Iteration 17Q: 3 clusters Score -3757453 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3757495.000000 Penalty: 3347.558838
	Iteration 18Q: 3 clusters Score -3757495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3757523.750000 Penalty: 3347.558838
	Iteration 19Q: 3 clusters Score -3757524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3757544.250000 Penalty: 3347.558838
	Iteration 20F: 3 clusters Score -3757544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3757564.500000 Penalty: 3347.558838
	Iteration 21Q: 3 clusters Score -3757564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3757577.750000 Penalty: 3347.558838
	Iteration 22Q: 3 clusters Score -3757578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3757583.000000 Penalty: 3347.558838
	Iteration 23Q: 3 clusters Score -3757583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3757586.000000 Penalty: 3347.558838
	Iteration 24Q: 3 clusters Score -3757586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3757597.500000 Penalty: 3347.558838
	Iteration 25Q: 3 clusters Score -3757598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3757601.000000 Penalty: 3347.558838
	Iteration 26Q: 3 clusters Score -3757601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3757610.000000 Penalty: 3347.558838
	Iteration 27Q: 3 clusters Score -3757610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3757612.500000 Penalty: 3347.558838
	Iteration 28Q: 3 clusters Score -3757612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3757621.750000 Penalty: 3347.558838
	Iteration 29Q: 3 clusters Score -3757622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3757624.750000 Penalty: 3347.558838
	Iteration 30Q: 3 clusters Score -3757625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3757626.750000 Penalty: 3347.558838
	Iteration 31Q: 3 clusters Score -3757627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3757626.500000 Penalty: 3347.558838
	Iteration 32Q: 3 clusters Score -3757626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3757635.000000 Penalty: 3347.558838
	Iteration 33Q: 3 clusters Score -3757635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3757639.750000 Penalty: 3347.558838
	Iteration 34Q: 3 clusters Score -3757640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3757643.750000 Penalty: 3347.558838
	Iteration 35Q: 3 clusters Score -3757644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3757647.500000 Penalty: 3347.558838
	Iteration 36Q: 3 clusters Score -3757648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3757655.000000 Penalty: 3347.558838
	Iteration 37Q: 3 clusters Score -3757655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3757659.250000 Penalty: 3347.558838
	Iteration 38Q: 3 clusters Score -3757659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3757665.000000 Penalty: 3347.558838
	Iteration 39Q: 3 clusters Score -3757665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3757665.500000 Penalty: 3347.558838
	Iteration 40F: 3 clusters Score -3757666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3757667.500000 Penalty: 3347.558838
	Iteration 41Q: 3 clusters Score -3757668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3757669.500000 Penalty: 3347.558838
	Iteration 42Q: 3 clusters Score -3757670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3757669.500000 Penalty: 3347.558838
	Iteration 43F: 3 clusters Score -3757670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -141080.375000 Penalty: 1156.414062
	Iteration 0F: 2 clusters Score -141080.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -139489.875000 Penalty: 2312.828125
	Iteration 0F: 3 clusters Score -139489.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139865.843750 Penalty: 2312.828125
	Iteration 1F: 3 clusters Score -139865.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -139987.500000 Penalty: 2312.828125
	Iteration 2F: 3 clusters Score -139987.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140063.203125 Penalty: 2312.828125
	Iteration 3F: 3 clusters Score -140063.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -140112.375000 Penalty: 2312.828125
	Iteration 4Q: 3 clusters Score -140112.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140137.328125 Penalty: 2312.828125
	Iteration 5Q: 3 clusters Score -140137.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -140154.890625 Penalty: 2312.828125
	Iteration 6Q: 3 clusters Score -140154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -140170.062500 Penalty: 2312.828125
	Iteration 7Q: 3 clusters Score -140170.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140187.531250 Penalty: 2312.828125
	Iteration 8Q: 3 clusters Score -140187.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -140203.937500 Penalty: 2312.828125
	Iteration 9Q: 3 clusters Score -140203.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140213.000000 Penalty: 2312.828125
	Iteration 10Q: 3 clusters Score -140213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -140221.109375 Penalty: 2312.828125
	Iteration 11Q: 3 clusters Score -140221.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -140227.640625 Penalty: 2312.828125
	Iteration 12Q: 3 clusters Score -140227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -140230.843750 Penalty: 2312.828125
	Iteration 13Q: 3 clusters Score -140230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -140235.875000 Penalty: 2312.828125
	Iteration 14Q: 3 clusters Score -140235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -140243.437500 Penalty: 2312.828125
	Iteration 15Q: 3 clusters Score -140243.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -140248.765625 Penalty: 2312.828125
	Iteration 16Q: 3 clusters Score -140248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -140253.921875 Penalty: 2312.828125
	Iteration 17Q: 3 clusters Score -140253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -140258.984375 Penalty: 2312.828125
	Iteration 18Q: 3 clusters Score -140259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -140265.921875 Penalty: 2312.828125
	Iteration 19Q: 3 clusters Score -140265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -140269.875000 Penalty: 2312.828125
	Iteration 20F: 3 clusters Score -140269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -140270.390625 Penalty: 2312.828125
	Iteration 21Q: 3 clusters Score -140270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -140270.781250 Penalty: 2312.828125
	Iteration 22Q: 3 clusters Score -140270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140271.046875 Penalty: 2312.828125
	Iteration 23Q: 3 clusters Score -140271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -140271.046875 Penalty: 2312.828125
	Iteration 24F: 3 clusters Score -140271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Entering Unmasked Estep 
Score: -1276181.375000 Penalty: 1500.200684
	Iteration 0F: 2 clusters Score -1276181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1268879.375000 Penalty: 3000.401367
	Iteration 0F: 3 clusters Score -1268879 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1271434.000000 Penalty: 3000.401367
	Iteration 1F: 3 clusters Score -1271434 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1271801.500000 Penalty: 3000.401367
	Iteration 2F: 3 clusters Score -1271802 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1272128.125000 Penalty: 3000.401367
	Iteration 3F: 3 clusters Score -1272128 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1272385.875000 Penalty: 3000.401367
	Iteration 4F: 3 clusters Score -1272386 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1272615.000000 Penalty: 3000.401367
	Iteration 5Q: 3 clusters Score -1272615 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1272825.375000 Penalty: 3000.401367
	Iteration 6Q: 3 clusters Score -1272825 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1273066.750000 Penalty: 3000.401367
	Iteration 7Q: 3 clusters Score -1273067 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1273356.375000 Penalty: 3000.401367
	Iteration 8Q: 3 clusters Score -1273356 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1273672.125000 Penalty: 3000.401367
	Iteration 9Q: 3 clusters Score -1273672 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1273922.375000 Penalty: 3000.401367
	Iteration 10Q: 3 clusters Score -1273922 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1274077.125000 Penalty: 3000.401367
	Iteration 11Q: 3 clusters Score -1274077 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1274186.625000 Penalty: 3000.401367
	Iteration 12Q: 3 clusters Score -1274187 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1274257.125000 Penalty: 3000.401367
	Iteration 13Q: 3 clusters Score -1274257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1274321.875000 Penalty: 3000.401367
	Iteration 14Q: 3 clusters Score -1274322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1274373.875000 Penalty: 3000.401367
	Iteration 15Q: 3 clusters Score -1274374 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1274419.500000 Penalty: 3000.401367
	Iteration 16Q: 3 clusters Score -1274420 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1274457.875000 Penalty: 3000.401367
	Iteration 17Q: 3 clusters Score -1274458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1274497.500000 Penalty: 3000.401367
	Iteration 18Q: 3 clusters Score -1274498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1274538.375000 Penalty: 3000.401367
	Iteration 19Q: 3 clusters Score -1274538 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1274574.875000 Penalty: 3000.401367
	Iteration 20F: 3 clusters Score -1274575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1274609.625000 Penalty: 3000.401367
	Iteration 21Q: 3 clusters Score -1274610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1274638.125000 Penalty: 3000.401367
	Iteration 22Q: 3 clusters Score -1274638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1274675.000000 Penalty: 3000.401367
	Iteration 23Q: 3 clusters Score -1274675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1274706.250000 Penalty: 3000.401367
	Iteration 24Q: 3 clusters Score -1274706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1274734.000000 Penalty: 3000.401367
	Iteration 25Q: 3 clusters Score -1274734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1274761.750000 Penalty: 3000.401367
	Iteration 26Q: 3 clusters Score -1274762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1274786.000000 Penalty: 3000.401367
	Iteration 27Q: 3 clusters Score -1274786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1274808.375000 Penalty: 3000.401367
	Iteration 28Q: 3 clusters Score -1274808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1274835.375000 Penalty: 3000.401367
	Iteration 29Q: 3 clusters Score -1274835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1274859.625000 Penalty: 3000.401367
	Iteration 30Q: 3 clusters Score -1274860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1274877.625000 Penalty: 3000.401367
	Iteration 31Q: 3 clusters Score -1274878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1274894.250000 Penalty: 3000.401367
	Iteration 32Q: 3 clusters Score -1274894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1274914.375000 Penalty: 3000.401367
	Iteration 33Q: 3 clusters Score -1274914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1274930.625000 Penalty: 3000.401367
	Iteration 34Q: 3 clusters Score -1274931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1274936.625000 Penalty: 3000.401367
	Iteration 35Q: 3 clusters Score -1274937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1274943.875000 Penalty: 3000.401367
	Iteration 36Q: 3 clusters Score -1274944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1274948.875000 Penalty: 3000.401367
	Iteration 37Q: 3 clusters Score -1274949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1274956.625000 Penalty: 3000.401367
	Iteration 38Q: 3 clusters Score -1274957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1274961.875000 Penalty: 3000.401367
	Iteration 39Q: 3 clusters Score -1274962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1274965.375000 Penalty: 3000.401367
	Iteration 40F: 3 clusters Score -1274965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1274969.750000 Penalty: 3000.401367
	Iteration 41Q: 3 clusters Score -1274970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1274970.125000 Penalty: 3000.401367
	Iteration 42Q: 3 clusters Score -1274970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1274970.250000 Penalty: 3000.401367
	Iteration 43Q: 3 clusters Score -1274970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1274970.875000 Penalty: 3000.401367
	Iteration 44Q: 3 clusters Score -1274971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1274973.750000 Penalty: 3000.401367
	Iteration 45Q: 3 clusters Score -1274974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1274974.375000 Penalty: 3000.401367
	Iteration 46Q: 3 clusters Score -1274974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1274975.625000 Penalty: 3000.401367
	Iteration 47Q: 3 clusters Score -1274976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1274975.625000 Penalty: 3000.401367
	Iteration 48F: 3 clusters Score -1274976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -137353.218750 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -137353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135820.796875 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -135820.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136160.500000 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -136160.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136284.734375 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -136284.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136343.781250 Penalty: 2278.644531
	Iteration 3Q: 3 clusters Score -136343.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136401.625000 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -136401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -136455.750000 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -136455.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -136499.734375 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -136499.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136539.187500 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -136539.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136572.437500 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -136572.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136602.187500 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -136602.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136637.140625 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -136637.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136667.984375 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -136668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136705.343750 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -136705.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -136744.359375 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -136744.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136785.343750 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -136785.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -136819.171875 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -136819.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -136854.328125 Penalty: 2278.644531
	Iteration 16Q: 3 clusters Score -136854.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136884.656250 Penalty: 2278.644531
	Iteration 17Q: 3 clusters Score -136884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136909.468750 Penalty: 2278.644531
	Iteration 18Q: 3 clusters Score -136909.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136924.828125 Penalty: 2278.644531
	Iteration 19Q: 3 clusters Score -136924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136940.265625 Penalty: 2278.644531
	Iteration 20F: 3 clusters Score -136940.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -136951.750000 Penalty: 2278.644531
	Iteration 21Q: 3 clusters Score -136951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136960.921875 Penalty: 2278.644531
	Iteration 22Q: 3 clusters Score -136960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136971.937500 Penalty: 2278.644531
	Iteration 23Q: 3 clusters Score -136971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136976.921875 Penalty: 2278.644531
	Iteration 24Q: 3 clusters Score -136976.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136977.937500 Penalty: 2278.644531
	Iteration 25Q: 3 clusters Score -136977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -136980.375000 Penalty: 2278.644531
	Iteration 26Q: 3 clusters Score -136980.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136980.687500 Penalty: 2278.644531
	Iteration 27Q: 3 clusters Score -136980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136980.687500 Penalty: 2278.644531
	Iteration 28F: 3 clusters Score -136980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Entering Unmasked Estep 
Score: -1573038.000000 Penalty: 1532.485596
	Iteration 0F: 2 clusters Score -1573038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1564319.750000 Penalty: 3064.971191
	Iteration 0F: 3 clusters Score -1564320 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1567213.000000 Penalty: 3064.971191
	Iteration 1F: 3 clusters Score -1567213 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1567620.125000 Penalty: 3064.971191
	Iteration 2F: 3 clusters Score -1567620 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1568050.000000 Penalty: 3064.971191
	Iteration 3F: 3 clusters Score -1568050 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1568438.375000 Penalty: 3064.971191
	Iteration 4F: 3 clusters Score -1568438 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1568828.875000 Penalty: 3064.971191
	Iteration 5F: 3 clusters Score -1568829 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1569215.625000 Penalty: 3064.971191
	Iteration 6F: 3 clusters Score -1569216 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1569611.375000 Penalty: 3064.971191
	Iteration 7F: 3 clusters Score -1569611 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1569987.625000 Penalty: 3064.971191
	Iteration 8Q: 3 clusters Score -1569988 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1570340.250000 Penalty: 3064.971191
	Iteration 9Q: 3 clusters Score -1570340 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1570673.125000 Penalty: 3064.971191
	Iteration 10Q: 3 clusters Score -1570673 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1570974.250000 Penalty: 3064.971191
	Iteration 11Q: 3 clusters Score -1570974 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1571194.500000 Penalty: 3064.971191
	Iteration 12Q: 3 clusters Score -1571194 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1571345.500000 Penalty: 3064.971191
	Iteration 13Q: 3 clusters Score -1571346 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1571481.000000 Penalty: 3064.971191
	Iteration 14Q: 3 clusters Score -1571481 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1571582.750000 Penalty: 3064.971191
	Iteration 15Q: 3 clusters Score -1571583 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1571681.375000 Penalty: 3064.971191
	Iteration 16Q: 3 clusters Score -1571681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1571778.875000 Penalty: 3064.971191
	Iteration 17Q: 3 clusters Score -1571779 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1571842.375000 Penalty: 3064.971191
	Iteration 18Q: 3 clusters Score -1571842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1571907.250000 Penalty: 3064.971191
	Iteration 19Q: 3 clusters Score -1571907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1571951.125000 Penalty: 3064.971191
	Iteration 20F: 3 clusters Score -1571951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1571991.875000 Penalty: 3064.971191
	Iteration 21Q: 3 clusters Score -1571992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1572024.000000 Penalty: 3064.971191
	Iteration 22Q: 3 clusters Score -1572024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1572067.375000 Penalty: 3064.971191
	Iteration 23Q: 3 clusters Score -1572067 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1572093.875000 Penalty: 3064.971191
	Iteration 24Q: 3 clusters Score -1572094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1572119.875000 Penalty: 3064.971191
	Iteration 25Q: 3 clusters Score -1572120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1572158.625000 Penalty: 3064.971191
	Iteration 26Q: 3 clusters Score -1572159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1572182.000000 Penalty: 3064.971191
	Iteration 27Q: 3 clusters Score -1572182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1572201.750000 Penalty: 3064.971191
	Iteration 28Q: 3 clusters Score -1572202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1572223.750000 Penalty: 3064.971191
	Iteration 29Q: 3 clusters Score -1572224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1572231.875000 Penalty: 3064.971191
	Iteration 30Q: 3 clusters Score -1572232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1572236.250000 Penalty: 3064.971191
	Iteration 31Q: 3 clusters Score -1572236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1572245.750000 Penalty: 3064.971191
	Iteration 32Q: 3 clusters Score -1572246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1572247.875000 Penalty: 3064.971191
	Iteration 33Q: 3 clusters Score -1572248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1572250.375000 Penalty: 3064.971191
	Iteration 34Q: 3 clusters Score -1572250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1572251.750000 Penalty: 3064.971191
	Iteration 35Q: 3 clusters Score -1572252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1572259.125000 Penalty: 3064.971191
	Iteration 36Q: 3 clusters Score -1572259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1572259.250000 Penalty: 3064.971191
	Iteration 37Q: 3 clusters Score -1572259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1572265.250000 Penalty: 3064.971191
	Iteration 38Q: 3 clusters Score -1572265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1572268.750000 Penalty: 3064.971191
	Iteration 39Q: 3 clusters Score -1572269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1572267.375000 Penalty: 3064.971191
	Iteration 40F: 3 clusters Score -1572267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1572268.500000 Penalty: 3064.971191
	Iteration 41Q: 3 clusters Score -1572268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1572271.125000 Penalty: 3064.971191
	Iteration 42Q: 3 clusters Score -1572271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1572275.125000 Penalty: 3064.971191
	Iteration 43Q: 3 clusters Score -1572275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1572280.125000 Penalty: 3064.971191
	Iteration 44Q: 3 clusters Score -1572280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1572285.250000 Penalty: 3064.971191
	Iteration 45Q: 3 clusters Score -1572285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1572287.875000 Penalty: 3064.971191
	Iteration 46Q: 3 clusters Score -1572288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1572290.875000 Penalty: 3064.971191
	Iteration 47Q: 3 clusters Score -1572291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1572295.500000 Penalty: 3064.971191
	Iteration 48Q: 3 clusters Score -1572296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1572299.750000 Penalty: 3064.971191
	Iteration 49Q: 3 clusters Score -1572300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1572299.875000 Penalty: 3064.971191
	Iteration 50Q: 3 clusters Score -1572300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1572299.875000 Penalty: 3064.971191
	Iteration 51F: 3 clusters Score -1572300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -238417.328125 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -238417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -236320.140625 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -236320.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -236779.750000 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -236779.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -236909.609375 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -236909.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -236980.562500 Penalty: 2471.590820
	Iteration 3Q: 3 clusters Score -236980.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237033.265625 Penalty: 2471.590820
	Iteration 4Q: 3 clusters Score -237033.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -237070.156250 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -237070.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237092.078125 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -237092.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237109.625000 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -237109.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -237124.375000 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -237124.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -237144.140625 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -237144.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -237162.265625 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -237162.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -237179.015625 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -237179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -237198.125000 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -237198.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -237221.765625 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -237221.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237250.734375 Penalty: 2471.590820
	Iteration 14Q: 3 clusters Score -237250.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237274.312500 Penalty: 2471.590820
	Iteration 15Q: 3 clusters Score -237274.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -237288.375000 Penalty: 2471.590820
	Iteration 16Q: 3 clusters Score -237288.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -237301.031250 Penalty: 2471.590820
	Iteration 17Q: 3 clusters Score -237301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -237320.265625 Penalty: 2471.590820
	Iteration 18Q: 3 clusters Score -237320.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -237332.078125 Penalty: 2471.590820
	Iteration 19Q: 3 clusters Score -237332.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237345.484375 Penalty: 2471.590820
	Iteration 20F: 3 clusters Score -237345.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237362.281250 Penalty: 2471.590820
	Iteration 21Q: 3 clusters Score -237362.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -237376.578125 Penalty: 2471.590820
	Iteration 22Q: 3 clusters Score -237376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -237390.546875 Penalty: 2471.590820
	Iteration 23Q: 3 clusters Score -237390.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -237404.921875 Penalty: 2471.590820
	Iteration 24Q: 3 clusters Score -237404.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -237414.875000 Penalty: 2471.590820
	Iteration 25Q: 3 clusters Score -237414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -237423.109375 Penalty: 2471.590820
	Iteration 26Q: 3 clusters Score -237423.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -237433.218750 Penalty: 2471.590820
	Iteration 27Q: 3 clusters Score -237433.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -237446.687500 Penalty: 2471.590820
	Iteration 28Q: 3 clusters Score -237446.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -237456.437500 Penalty: 2471.590820
	Iteration 29Q: 3 clusters Score -237456.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -237463.796875 Penalty: 2471.590820
	Iteration 30Q: 3 clusters Score -237463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -237470.265625 Penalty: 2471.590820
	Iteration 31Q: 3 clusters Score -237470.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -237474.750000 Penalty: 2471.590820
	Iteration 32Q: 3 clusters Score -237474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -237480.140625 Penalty: 2471.590820
	Iteration 33Q: 3 clusters Score -237480.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -237489.390625 Penalty: 2471.590820
	Iteration 34Q: 3 clusters Score -237489.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -237495.156250 Penalty: 2471.590820
	Iteration 35Q: 3 clusters Score -237495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -237500.078125 Penalty: 2471.590820
	Iteration 36Q: 3 clusters Score -237500.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -237503.859375 Penalty: 2471.590820
	Iteration 37Q: 3 clusters Score -237503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -237506.156250 Penalty: 2471.590820
	Iteration 38Q: 3 clusters Score -237506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -237506.406250 Penalty: 2471.590820
	Iteration 39Q: 3 clusters Score -237506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -237507.156250 Penalty: 2471.590820
	Iteration 40F: 3 clusters Score -237507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -237507.218750 Penalty: 2471.590820
	Iteration 41Q: 3 clusters Score -237507.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -237507.218750 Penalty: 2471.590820
	Iteration 42F: 3 clusters Score -237507.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Entering Unmasked Estep 
Score: -2382502.750000 Penalty: 1595.555176
	Iteration 0F: 2 clusters Score -2382503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2369850.000000 Penalty: 3191.110352
	Iteration 0F: 3 clusters Score -2369850 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2374271.750000 Penalty: 3191.110352
	Iteration 1F: 3 clusters Score -2374272 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2374612.500000 Penalty: 3191.110352
	Iteration 2F: 3 clusters Score -2374612 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2374964.250000 Penalty: 3191.110352
	Iteration 3Q: 3 clusters Score -2374964 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2375402.750000 Penalty: 3191.110352
	Iteration 4F: 3 clusters Score -2375403 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2376031.250000 Penalty: 3191.110352
	Iteration 5F: 3 clusters Score -2376031 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2376923.250000 Penalty: 3191.110352
	Iteration 6F: 3 clusters Score -2376923 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2378125.500000 Penalty: 3191.110352
	Iteration 7F: 3 clusters Score -2378126 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2379345.500000 Penalty: 3191.110352
	Iteration 8F: 3 clusters Score -2379346 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2380193.750000 Penalty: 3191.110352
	Iteration 9Q: 3 clusters Score -2380194 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2380658.500000 Penalty: 3191.110352
	Iteration 10Q: 3 clusters Score -2380658 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2380876.500000 Penalty: 3191.110352
	Iteration 11Q: 3 clusters Score -2380876 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2380975.000000 Penalty: 3191.110352
	Iteration 12Q: 3 clusters Score -2380975 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2381030.750000 Penalty: 3191.110352
	Iteration 13Q: 3 clusters Score -2381031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2381046.000000 Penalty: 3191.110352
	Iteration 14Q: 3 clusters Score -2381046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2381050.500000 Penalty: 3191.110352
	Iteration 15Q: 3 clusters Score -2381050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -2381054.000000 Penalty: 3191.110352
	Iteration 16Q: 3 clusters Score -2381054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2381064.500000 Penalty: 3191.110352
	Iteration 17Q: 3 clusters Score -2381064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2381074.750000 Penalty: 3191.110352
	Iteration 18Q: 3 clusters Score -2381075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2381081.250000 Penalty: 3191.110352
	Iteration 19Q: 3 clusters Score -2381081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2381091.250000 Penalty: 3191.110352
	Iteration 20F: 3 clusters Score -2381091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2381094.250000 Penalty: 3191.110352
	Iteration 21Q: 3 clusters Score -2381094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2381098.000000 Penalty: 3191.110352
	Iteration 22Q: 3 clusters Score -2381098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2381099.250000 Penalty: 3191.110352
	Iteration 23Q: 3 clusters Score -2381099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2381099.250000 Penalty: 3191.110352
	Iteration 24F: 3 clusters Score -2381099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84119 members 
Entering Unmasked Estep 
Score: -10788028.000000 Penalty: 1842.748047
	Iteration 0F: 2 clusters Score -1.078803e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -10732331.000000 Penalty: 3685.496094
	Iteration 0F: 3 clusters Score -1.073233e+07 nChanged 40264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -10755591.000000 Penalty: 3685.496094
	Iteration 1F: 3 clusters Score -1.075559e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -10756331.000000 Penalty: 3685.496094
	Iteration 2Q: 3 clusters Score -1.075633e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -10757560.000000 Penalty: 3685.496094
	Iteration 3Q: 3 clusters Score -1.075756e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -10759161.000000 Penalty: 3685.496094
	Iteration 4Q: 3 clusters Score -1.075916e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -10761267.000000 Penalty: 3685.496094
	Iteration 5F: 3 clusters Score -1.076127e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -10763872.000000 Penalty: 3685.496094
	Iteration 6F: 3 clusters Score -1.076387e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -10767152.000000 Penalty: 3685.496094
	Iteration 7F: 3 clusters Score -1.076715e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -10770970.000000 Penalty: 3685.496094
	Iteration 8F: 3 clusters Score -1.077097e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -10775249.000000 Penalty: 3685.496094
	Iteration 9F: 3 clusters Score -1.077525e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -10778656.000000 Penalty: 3685.496094
	Iteration 10F: 3 clusters Score -1.077866e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -10780817.000000 Penalty: 3685.496094
	Iteration 11Q: 3 clusters Score -1.078082e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -10781888.000000 Penalty: 3685.496094
	Iteration 12Q: 3 clusters Score -1.078189e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -10782573.000000 Penalty: 3685.496094
	Iteration 13Q: 3 clusters Score -1.078257e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -10783030.000000 Penalty: 3685.496094
	Iteration 14Q: 3 clusters Score -1.078303e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -10783229.000000 Penalty: 3685.496094
	Iteration 15Q: 3 clusters Score -1.078323e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -10783325.000000 Penalty: 3685.496094
	Iteration 16Q: 3 clusters Score -1.078332e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -10783409.000000 Penalty: 3685.496094
	Iteration 17Q: 3 clusters Score -1.078341e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -10783470.000000 Penalty: 3685.496094
	Iteration 18Q: 3 clusters Score -1.078347e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -10783468.000000 Penalty: 3685.496094
	Iteration 19Q: 3 clusters Score -1.078347e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -10783473.000000 Penalty: 3685.496094
	Iteration 20F: 3 clusters Score -1.078347e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -10783491.000000 Penalty: 3685.496094
	Iteration 21Q: 3 clusters Score -1.078349e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -10783479.000000 Penalty: 3685.496094
	Iteration 22Q: 3 clusters Score -1.078348e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -10783464.000000 Penalty: 3685.496094
	Iteration 23Q: 3 clusters Score -1.078346e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -10783464.000000 Penalty: 3685.496094
	Iteration 24Q: 3 clusters Score -1.078346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -10783467.000000 Penalty: 3685.496094
	Iteration 25Q: 3 clusters Score -1.078347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -10783456.000000 Penalty: 3685.496094
	Iteration 26Q: 3 clusters Score -1.078346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -10783455.000000 Penalty: 3685.496094
	Iteration 27Q: 3 clusters Score -1.078346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -10783449.000000 Penalty: 3685.496094
	Iteration 28Q: 3 clusters Score -1.078345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -10783444.000000 Penalty: 3685.496094
	Iteration 29Q: 3 clusters Score -1.078344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -10783438.000000 Penalty: 3685.496094
	Iteration 30Q: 3 clusters Score -1.078344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -10783419.000000 Penalty: 3685.496094
	Iteration 31Q: 3 clusters Score -1.078342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -10783438.000000 Penalty: 3685.496094
	Iteration 32Q: 3 clusters Score -1.078344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -10783443.000000 Penalty: 3685.496094
	Iteration 33Q: 3 clusters Score -1.078344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -10783437.000000 Penalty: 3685.496094
	Iteration 34Q: 3 clusters Score -1.078344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -10783438.000000 Penalty: 3685.496094
	Iteration 35Q: 3 clusters Score -1.078344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -10783434.000000 Penalty: 3685.496094
	Iteration 36Q: 3 clusters Score -1.078343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -10783426.000000 Penalty: 3685.496094
	Iteration 37Q: 3 clusters Score -1.078343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -10783413.000000 Penalty: 3685.496094
	Iteration 38Q: 3 clusters Score -1.078341e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -10783420.000000 Penalty: 3685.496094
	Iteration 39Q: 3 clusters Score -1.078342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -10783436.000000 Penalty: 3685.496094
	Iteration 40F: 3 clusters Score -1.078344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -10783431.000000 Penalty: 3685.496094
	Iteration 41Q: 3 clusters Score -1.078343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -10783443.000000 Penalty: 3685.496094
	Iteration 42Q: 3 clusters Score -1.078344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -10783429.000000 Penalty: 3685.496094
	Iteration 43Q: 3 clusters Score -1.078343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -10783432.000000 Penalty: 3685.496094
	Iteration 44Q: 3 clusters Score -1.078343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -10783431.000000 Penalty: 3685.496094
	Iteration 45Q: 3 clusters Score -1.078343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -10783425.000000 Penalty: 3685.496094
	Iteration 46Q: 3 clusters Score -1.078342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -10783439.000000 Penalty: 3685.496094
	Iteration 47Q: 3 clusters Score -1.078344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -10783436.000000 Penalty: 3685.496094
	Iteration 48Q: 3 clusters Score -1.078344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -10783431.000000 Penalty: 3685.496094
	Iteration 49Q: 3 clusters Score -1.078343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -10783428.000000 Penalty: 3685.496094
	Iteration 50Q: 3 clusters Score -1.078343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -10783428.000000 Penalty: 3685.496094
	Iteration 51Q: 3 clusters Score -1.078343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -10783436.000000 Penalty: 3685.496094
	Iteration 52Q: 3 clusters Score -1.078344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -10783438.000000 Penalty: 3685.496094
	Iteration 53Q: 3 clusters Score -1.078344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -10783433.000000 Penalty: 3685.496094
	Iteration 54Q: 3 clusters Score -1.078343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -10783438.000000 Penalty: 3685.496094
	Iteration 55Q: 3 clusters Score -1.078344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -10783435.000000 Penalty: 3685.496094
	Iteration 56Q: 3 clusters Score -1.078344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -10783431.000000 Penalty: 3685.496094
	Iteration 57Q: 3 clusters Score -1.078343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -10783445.000000 Penalty: 3685.496094
	Iteration 58Q: 3 clusters Score -1.078344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 49447 members 
Entering Unmasked Estep 
Score: -10783440.000000 Penalty: 3685.496094
	Iteration 59Q: 3 clusters Score -1.078344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -10783441.000000 Penalty: 3685.496094
	Iteration 60F: 3 clusters Score -1.078344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -10783435.000000 Penalty: 3685.496094
	Iteration 61Q: 3 clusters Score -1.078344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -10783435.000000 Penalty: 3685.496094
	Iteration 62F: 3 clusters Score -1.078344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Entering Unmasked Estep 
Score: -2716658.750000 Penalty: 1625.129272
	Iteration 0F: 2 clusters Score -2716659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2701650.500000 Penalty: 3250.258545
	Iteration 0F: 3 clusters Score -2701650 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2706896.250000 Penalty: 3250.258545
	Iteration 1F: 3 clusters Score -2706896 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2707262.750000 Penalty: 3250.258545
	Iteration 2Q: 3 clusters Score -2707263 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2707618.500000 Penalty: 3250.258545
	Iteration 3Q: 3 clusters Score -2707618 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2707974.500000 Penalty: 3250.258545
	Iteration 4Q: 3 clusters Score -2707974 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2708327.250000 Penalty: 3250.258545
	Iteration 5Q: 3 clusters Score -2708327 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2708657.750000 Penalty: 3250.258545
	Iteration 6Q: 3 clusters Score -2708658 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2709007.000000 Penalty: 3250.258545
	Iteration 7Q: 3 clusters Score -2709007 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2709402.750000 Penalty: 3250.258545
	Iteration 8Q: 3 clusters Score -2709403 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2710000.750000 Penalty: 3250.258545
	Iteration 9Q: 3 clusters Score -2710001 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2710688.000000 Penalty: 3250.258545
	Iteration 10Q: 3 clusters Score -2710688 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2711438.750000 Penalty: 3250.258545
	Iteration 11Q: 3 clusters Score -2711439 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2711986.250000 Penalty: 3250.258545
	Iteration 12Q: 3 clusters Score -2711986 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2712348.750000 Penalty: 3250.258545
	Iteration 13Q: 3 clusters Score -2712349 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2712595 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2712775 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2712920.500000 Penalty: 3250.258545
	Iteration 16Q: 3 clusters Score -2712920 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2713063 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2713207.000000 Penalty: 3250.258545
	Iteration 18Q: 3 clusters Score -2713207 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2713362 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2713477 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2713578 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2713674 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2713757 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2713873 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2713981 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2714066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2714161 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2714238 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2714320 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2714387 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2714456 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2714527 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2714579 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2714642 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2714694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2714728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2714785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2714816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2714874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2714911.500000 Penalty: 3250.258545
	Iteration 40F: 3 clusters Score -2714912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2714951 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2714978 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2715001 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2715029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2715056 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2715072 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2715094.500000 Penalty: 3250.258545
	Iteration 47Q: 3 clusters Score -2715094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2715104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2715126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2715142.000000 Penalty: 3250.258545
	Iteration 50Q: 3 clusters Score -2715142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2715151.000000 Penalty: 3250.258545
	Iteration 51Q: 3 clusters Score -2715151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2715167.000000 Penalty: 3250.258545
	Iteration 52Q: 3 clusters Score -2715167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2715180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2715184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2715193.750000 Penalty: 3250.258545
	Iteration 55Q: 3 clusters Score -2715194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2715198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2715205.000000 Penalty: 3250.258545
	Iteration 57Q: 3 clusters Score -2715205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2715206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2715210.500000 Penalty: 3250.258545
	Iteration 59Q: 3 clusters Score -2715210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2715209.750000 Penalty: 3250.258545
	Iteration 60F: 3 clusters Score -2715210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2715211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2715209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2715213.750000 Penalty: 3250.258545
	Iteration 63Q: 3 clusters Score -2715214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2715215.750000 Penalty: 3250.258545
	Iteration 64Q: 3 clusters Score -2715216 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2715220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2715220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2715221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2715222.750000 Penalty: 3250.258545
	Iteration 68Q: 3 clusters Score -2715223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2715222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2715224.750000 Penalty: 3250.258545
	Iteration 70Q: 3 clusters Score -2715225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2715223.500000 Penalty: 3250.258545
	Iteration 71Q: 3 clusters Score -2715224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2715224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2715223.000000 Penalty: 3250.258545
	Iteration 73Q: 3 clusters Score -2715223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2715225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2715226.250000 Penalty: 3250.258545
	Iteration 75Q: 3 clusters Score -2715226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2715227.000000 Penalty: 3250.258545
	Iteration 76Q: 3 clusters Score -2715227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2715226.750000 Penalty: 3250.258545
	Iteration 77Q: 3 clusters Score -2715227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2715226.750000 Penalty: 3250.258545
	Iteration 78Q: 3 clusters Score -2715227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2715225.500000 Penalty: 3250.258545
	Iteration 79Q: 3 clusters Score -2715226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2715226.250000 Penalty: 3250.258545
	Iteration 80F: 3 clusters Score -2715226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2715227.750000 Penalty: 3250.258545
	Iteration 81Q: 3 clusters Score -2715228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2715231.500000 Penalty: 3250.258545
	Iteration 82Q: 3 clusters Score -2715232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2715231.000000 Penalty: 3250.258545
	Iteration 83Q: 3 clusters Score -2715231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2715241.500000 Penalty: 3250.258545
	Iteration 84Q: 3 clusters Score -2715242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2715244.750000 Penalty: 3250.258545
	Iteration 85Q: 3 clusters Score -2715245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2715255.250000 Penalty: 3250.258545
	Iteration 86Q: 3 clusters Score -2715255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2715256.000000 Penalty: 3250.258545
	Iteration 87Q: 3 clusters Score -2715256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2715262.250000 Penalty: 3250.258545
	Iteration 88Q: 3 clusters Score -2715262 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21222 members 
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Entering Unmasked Estep 
Score: -2715264.250000 Penalty: 3250.258545
	Iteration 89Q: 3 clusters Score -2715264 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2715265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2715267.500000 Penalty: 3250.258545
	Iteration 91Q: 3 clusters Score -2715268 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2715269.000000 Penalty: 3250.258545
	Iteration 92Q: 3 clusters Score -2715269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2715267.750000 Penalty: 3250.258545
	Iteration 93Q: 3 clusters Score -2715268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2715274.500000 Penalty: 3250.258545
	Iteration 94Q: 3 clusters Score -2715274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2715270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2715269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
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Entering Unmasked Estep 
Score: -2715271.500000 Penalty: 3250.258545
	Iteration 97Q: 3 clusters Score -2715272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2715272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2715276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2715277.000000 Penalty: 3250.258545
	Iteration 100F: 3 clusters Score -2715277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2715275.750000 Penalty: 3250.258545
	Iteration 101Q: 3 clusters Score -2715276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2715277.750000 Penalty: 3250.258545
	Iteration 102Q: 3 clusters Score -2715278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
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Entering Unmasked Estep 
Score: -2715281.750000 Penalty: 3250.258545
	Iteration 103Q: 3 clusters Score -2715282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2715283.250000 Penalty: 3250.258545
	Iteration 104Q: 3 clusters Score -2715283 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21277 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2715282 nChanged 2
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Entering Unmasked Estep 
Score: -2715283.000000 Penalty: 3250.258545
	Iteration 106Q: 3 clusters Score -2715283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2715284.000000 Penalty: 3250.258545
	Iteration 107Q: 3 clusters Score -2715284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2715282.250000 Penalty: 3250.258545
	Iteration 108Q: 3 clusters Score -2715282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2715283.750000 Penalty: 3250.258545
	Iteration 109Q: 3 clusters Score -2715284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2715287.750000 Penalty: 3250.258545
	Iteration 110Q: 3 clusters Score -2715288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2715286.000000 Penalty: 3250.258545
	Iteration 111Q: 3 clusters Score -2715286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2715288.000000 Penalty: 3250.258545
	Iteration 112Q: 3 clusters Score -2715288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2715288.000000 Penalty: 3250.258545
	Iteration 113F: 3 clusters Score -2715288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Entering Unmasked Estep 
Score: -862790.062500 Penalty: 1437.999390
	Iteration 0F: 2 clusters Score -862790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -857487.687500 Penalty: 2875.998779
	Iteration 0F: 3 clusters Score -857487.7 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -859194.937500 Penalty: 2875.998779
	Iteration 1F: 3 clusters Score -859194.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -859463.625000 Penalty: 2875.998779
	Iteration 2F: 3 clusters Score -859463.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -859682.687500 Penalty: 2875.998779
	Iteration 3F: 3 clusters Score -859682.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -859863.812500 Penalty: 2875.998779
	Iteration 4F: 3 clusters Score -859863.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -860023.562500 Penalty: 2875.998779
	Iteration 5Q: 3 clusters Score -860023.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -860177.875000 Penalty: 2875.998779
	Iteration 6Q: 3 clusters Score -860177.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -860312.937500 Penalty: 2875.998779
	Iteration 7Q: 3 clusters Score -860312.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -860456.187500 Penalty: 2875.998779
	Iteration 8Q: 3 clusters Score -860456.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -860573.812500 Penalty: 2875.998779
	Iteration 9Q: 3 clusters Score -860573.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -860675.250000 Penalty: 2875.998779
	Iteration 10Q: 3 clusters Score -860675.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -860744.875000 Penalty: 2875.998779
	Iteration 11Q: 3 clusters Score -860744.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -860809.375000 Penalty: 2875.998779
	Iteration 12Q: 3 clusters Score -860809.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -860868.125000 Penalty: 2875.998779
	Iteration 13Q: 3 clusters Score -860868.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -860912.500000 Penalty: 2875.998779
	Iteration 14Q: 3 clusters Score -860912.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -860954.937500 Penalty: 2875.998779
	Iteration 15Q: 3 clusters Score -860954.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -860986.125000 Penalty: 2875.998779
	Iteration 16Q: 3 clusters Score -860986.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -861012.625000 Penalty: 2875.998779
	Iteration 17Q: 3 clusters Score -861012.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -861030.375000 Penalty: 2875.998779
	Iteration 18Q: 3 clusters Score -861030.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -861050.312500 Penalty: 2875.998779
	Iteration 19Q: 3 clusters Score -861050.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -861065.125000 Penalty: 2875.998779
	Iteration 20F: 3 clusters Score -861065.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -861076.312500 Penalty: 2875.998779
	Iteration 21Q: 3 clusters Score -861076.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -861088.187500 Penalty: 2875.998779
	Iteration 22Q: 3 clusters Score -861088.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -861099.000000 Penalty: 2875.998779
	Iteration 23Q: 3 clusters Score -861099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -861107.625000 Penalty: 2875.998779
	Iteration 24Q: 3 clusters Score -861107.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -861116.500000 Penalty: 2875.998779
	Iteration 25Q: 3 clusters Score -861116.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -861128.562500 Penalty: 2875.998779
	Iteration 26Q: 3 clusters Score -861128.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -861139.437500 Penalty: 2875.998779
	Iteration 27Q: 3 clusters Score -861139.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -861156.937500 Penalty: 2875.998779
	Iteration 28Q: 3 clusters Score -861156.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -861170.437500 Penalty: 2875.998779
	Iteration 29Q: 3 clusters Score -861170.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -861182.625000 Penalty: 2875.998779
	Iteration 30Q: 3 clusters Score -861182.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -861203.437500 Penalty: 2875.998779
	Iteration 31Q: 3 clusters Score -861203.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -861229.062500 Penalty: 2875.998779
	Iteration 32Q: 3 clusters Score -861229.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -861258.312500 Penalty: 2875.998779
	Iteration 33Q: 3 clusters Score -861258.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -861289.750000 Penalty: 2875.998779
	Iteration 34Q: 3 clusters Score -861289.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -861320.687500 Penalty: 2875.998779
	Iteration 35Q: 3 clusters Score -861320.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -861356.187500 Penalty: 2875.998779
	Iteration 36Q: 3 clusters Score -861356.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -861394.312500 Penalty: 2875.998779
	Iteration 37Q: 3 clusters Score -861394.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -861427.000000 Penalty: 2875.998779
	Iteration 38Q: 3 clusters Score -861427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -861463.812500 Penalty: 2875.998779
	Iteration 39Q: 3 clusters Score -861463.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -861493.562500 Penalty: 2875.998779
	Iteration 40F: 3 clusters Score -861493.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -861527.062500 Penalty: 2875.998779
	Iteration 41Q: 3 clusters Score -861527.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -861550.312500 Penalty: 2875.998779
	Iteration 42Q: 3 clusters Score -861550.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -861567.687500 Penalty: 2875.998779
	Iteration 43Q: 3 clusters Score -861567.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -861578.187500 Penalty: 2875.998779
	Iteration 44Q: 3 clusters Score -861578.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -861591.625000 Penalty: 2875.998779
	Iteration 45Q: 3 clusters Score -861591.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -861602.937500 Penalty: 2875.998779
	Iteration 46Q: 3 clusters Score -861602.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -861617.812500 Penalty: 2875.998779
	Iteration 47Q: 3 clusters Score -861617.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -861629.625000 Penalty: 2875.998779
	Iteration 48Q: 3 clusters Score -861629.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -861640.875000 Penalty: 2875.998779
	Iteration 49Q: 3 clusters Score -861640.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -861648.062500 Penalty: 2875.998779
	Iteration 50Q: 3 clusters Score -861648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -861652.750000 Penalty: 2875.998779
	Iteration 51Q: 3 clusters Score -861652.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -861657.625000 Penalty: 2875.998779
	Iteration 52Q: 3 clusters Score -861657.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -861664.250000 Penalty: 2875.998779
	Iteration 53Q: 3 clusters Score -861664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -861669.687500 Penalty: 2875.998779
	Iteration 54Q: 3 clusters Score -861669.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -861674.500000 Penalty: 2875.998779
	Iteration 55Q: 3 clusters Score -861674.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -861682.312500 Penalty: 2875.998779
	Iteration 56Q: 3 clusters Score -861682.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -861689.500000 Penalty: 2875.998779
	Iteration 57Q: 3 clusters Score -861689.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -861693.625000 Penalty: 2875.998779
	Iteration 58Q: 3 clusters Score -861693.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -861695.687500 Penalty: 2875.998779
	Iteration 59Q: 3 clusters Score -861695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -861700.375000 Penalty: 2875.998779
	Iteration 60F: 3 clusters Score -861700.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -861705.187500 Penalty: 2875.998779
	Iteration 61Q: 3 clusters Score -861705.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -861709.812500 Penalty: 2875.998779
	Iteration 62Q: 3 clusters Score -861709.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -861712.375000 Penalty: 2875.998779
	Iteration 63Q: 3 clusters Score -861712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -861712.187500 Penalty: 2875.998779
	Iteration 64Q: 3 clusters Score -861712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -861712.250000 Penalty: 2875.998779
	Iteration 65Q: 3 clusters Score -861712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -861712.250000 Penalty: 2875.998779
	Iteration 66F: 3 clusters Score -861712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -30050.501953 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -30050.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29205.611328 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -29205.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29303.582031 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -29303.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29324.365234 Penalty: 1791.864380
	Iteration 2Q: 3 clusters Score -29324.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29331.277344 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -29331.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29339.410156 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -29339.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29341.929688 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -29341.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29348.046875 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -29348.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29357.171875 Penalty: 1791.864380
	Iteration 7Q: 3 clusters Score -29357.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29360.697266 Penalty: 1791.864380
	Iteration 8Q: 3 clusters Score -29360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29365.910156 Penalty: 1791.864380
	Iteration 9Q: 3 clusters Score -29365.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29365.910156 Penalty: 1791.864380
	Iteration 10F: 3 clusters Score -29365.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -16598.386719 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -16598.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -16097.607422 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -16097.61 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -16604.123047 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -16604.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -16799.761719 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -16799.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17022.310547 Penalty: 1841.588623
	Iteration 3F: 3 clusters Score -17022.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17212.470703 Penalty: 1841.588623
	Iteration 4F: 3 clusters Score -17212.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -17509.810547 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -17509.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -17572.062500 Penalty: 1841.588623
	Iteration 6Q: 3 clusters Score -17572.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17588.958984 Penalty: 1841.588623
	Iteration 7Q: 3 clusters Score -17588.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17588.958984 Penalty: 1841.588623
	Iteration 8F: 3 clusters Score -17588.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 50948 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18878 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 29738 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 84119 members 
Mstep: Class 16 contains 22044 members 
Mstep: Class 17 contains 6969 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 128 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 58681 members 
Mstep: Class 24 contains 6725 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49666 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69075 members 
Mstep: Class 29 contains 427 members 
Mstep: Class 30 contains 161 members 
Entering Unmasked Estep 
Score: -59791284.000000 Penalty: 63749.609375
Splitting cluster 19 changes total score from -59791456.000000 to -59791284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -299090.968750 Penalty: 1272.766724
	Iteration 0F: 2 clusters Score -299091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -296653.843750 Penalty: 2545.533447
	Iteration 0F: 3 clusters Score -296653.8 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -297310.843750 Penalty: 2545.533447
	Iteration 1F: 3 clusters Score -297310.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -297573.500000 Penalty: 2545.533447
	Iteration 2F: 3 clusters Score -297573.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297794.062500 Penalty: 2545.533447
	Iteration 3F: 3 clusters Score -297794.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -297986.125000 Penalty: 2545.533447
	Iteration 4F: 3 clusters Score -297986.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -298116.875000 Penalty: 2545.533447
	Iteration 5F: 3 clusters Score -298116.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -298192.187500 Penalty: 2545.533447
	Iteration 6Q: 3 clusters Score -298192.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298239.062500 Penalty: 2545.533447
	Iteration 7Q: 3 clusters Score -298239.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -298263.750000 Penalty: 2545.533447
	Iteration 8Q: 3 clusters Score -298263.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -298279.281250 Penalty: 2545.533447
	Iteration 9Q: 3 clusters Score -298279.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -298293.093750 Penalty: 2545.533447
	Iteration 10Q: 3 clusters Score -298293.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -298304.312500 Penalty: 2545.533447
	Iteration 11Q: 3 clusters Score -298304.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -298311.562500 Penalty: 2545.533447
	Iteration 12Q: 3 clusters Score -298311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -298314.562500 Penalty: 2545.533447
	Iteration 13Q: 3 clusters Score -298314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -298318.812500 Penalty: 2545.533447
	Iteration 14Q: 3 clusters Score -298318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298322.156250 Penalty: 2545.533447
	Iteration 15Q: 3 clusters Score -298322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298325.375000 Penalty: 2545.533447
	Iteration 16Q: 3 clusters Score -298325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -298325.625000 Penalty: 2545.533447
	Iteration 17Q: 3 clusters Score -298325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298326.843750 Penalty: 2545.533447
	Iteration 18Q: 3 clusters Score -298326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298327.156250 Penalty: 2545.533447
	Iteration 19Q: 3 clusters Score -298327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -298327.156250 Penalty: 2545.533447
	Iteration 20F: 3 clusters Score -298327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -853310.000000 Penalty: 1433.075439
	Iteration 0F: 2 clusters Score -853310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -848264.125000 Penalty: 2866.150879
	Iteration 0F: 3 clusters Score -848264.1 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -849779.500000 Penalty: 2866.150879
	Iteration 1F: 3 clusters Score -849779.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -850008.937500 Penalty: 2866.150879
	Iteration 2F: 3 clusters Score -850008.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -850213.062500 Penalty: 2866.150879
	Iteration 3F: 3 clusters Score -850213.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -850430.000000 Penalty: 2866.150879
	Iteration 4F: 3 clusters Score -850430 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -850638.937500 Penalty: 2866.150879
	Iteration 5Q: 3 clusters Score -850638.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -850824.312500 Penalty: 2866.150879
	Iteration 6Q: 3 clusters Score -850824.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -850997.562500 Penalty: 2866.150879
	Iteration 7Q: 3 clusters Score -850997.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -851185.687500 Penalty: 2866.150879
	Iteration 8Q: 3 clusters Score -851185.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -851362.875000 Penalty: 2866.150879
	Iteration 9Q: 3 clusters Score -851362.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -851518.875000 Penalty: 2866.150879
	Iteration 10Q: 3 clusters Score -851518.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -851653.812500 Penalty: 2866.150879
	Iteration 11Q: 3 clusters Score -851653.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -851757.375000 Penalty: 2866.150879
	Iteration 12Q: 3 clusters Score -851757.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -851835.750000 Penalty: 2866.150879
	Iteration 13Q: 3 clusters Score -851835.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -851906.937500 Penalty: 2866.150879
	Iteration 14Q: 3 clusters Score -851906.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -851969.312500 Penalty: 2866.150879
	Iteration 15Q: 3 clusters Score -851969.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -852015.750000 Penalty: 2866.150879
	Iteration 16Q: 3 clusters Score -852015.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -852044.000000 Penalty: 2866.150879
	Iteration 17Q: 3 clusters Score -852044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -852077.312500 Penalty: 2866.150879
	Iteration 18Q: 3 clusters Score -852077.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -852114.875000 Penalty: 2866.150879
	Iteration 19Q: 3 clusters Score -852114.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -852149.562500 Penalty: 2866.150879
	Iteration 20F: 3 clusters Score -852149.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -852186.437500 Penalty: 2866.150879
	Iteration 21Q: 3 clusters Score -852186.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -852214.750000 Penalty: 2866.150879
	Iteration 22Q: 3 clusters Score -852214.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -852244.312500 Penalty: 2866.150879
	Iteration 23Q: 3 clusters Score -852244.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -852275.437500 Penalty: 2866.150879
	Iteration 24Q: 3 clusters Score -852275.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -852305.687500 Penalty: 2866.150879
	Iteration 25Q: 3 clusters Score -852305.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -852324.062500 Penalty: 2866.150879
	Iteration 26Q: 3 clusters Score -852324.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -852332.750000 Penalty: 2866.150879
	Iteration 27Q: 3 clusters Score -852332.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -852335.750000 Penalty: 2866.150879
	Iteration 28Q: 3 clusters Score -852335.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -852336.562500 Penalty: 2866.150879
	Iteration 29Q: 3 clusters Score -852336.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -852340.000000 Penalty: 2866.150879
	Iteration 30Q: 3 clusters Score -852340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -852342.625000 Penalty: 2866.150879
	Iteration 31Q: 3 clusters Score -852342.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -852348.812500 Penalty: 2866.150879
	Iteration 32Q: 3 clusters Score -852348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -852351.625000 Penalty: 2866.150879
	Iteration 33Q: 3 clusters Score -852351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -852355.125000 Penalty: 2866.150879
	Iteration 34Q: 3 clusters Score -852355.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -852357.812500 Penalty: 2866.150879
	Iteration 35Q: 3 clusters Score -852357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -852357.500000 Penalty: 2866.150879
	Iteration 36Q: 3 clusters Score -852357.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -852358.312500 Penalty: 2866.150879
	Iteration 37Q: 3 clusters Score -852358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -852358.312500 Penalty: 2866.150879
	Iteration 38F: 3 clusters Score -852358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -302002.937500 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -302002.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -299688.500000 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -299688.5 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -300236.187500 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -300236.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -300334.156250 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -300334.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -300400.343750 Penalty: 2525.048096
	Iteration 3Q: 3 clusters Score -300400.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -300447.718750 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -300447.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -300474.000000 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -300474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -300496.468750 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -300496.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -300512.562500 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -300512.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -300530.343750 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -300530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -300539.531250 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -300539.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300548.843750 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -300548.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300558.343750 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -300558.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -300570.000000 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -300570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300576.812500 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -300576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -300581.687500 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -300581.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -300588.375000 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -300588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -300594.375000 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -300594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -300601.343750 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -300601.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -300607.437500 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -300607.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300615.187500 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -300615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -300618.437500 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -300618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -300620.125000 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -300620.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -300622.031250 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -300622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -300623.093750 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -300623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -300623.937500 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -300623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -300623.906250 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -300623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -300624.000000 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -300624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -300627.718750 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -300627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -300632.937500 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -300632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -300635.906250 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -300635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -300637.062500 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -300637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -300638.062500 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -300638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -300638.062500 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -300638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -300638.062500 Penalty: 2525.048096
	Iteration 33F: 3 clusters Score -300638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Entering Unmasked Estep 
Score: -7562515.500000 Penalty: 1784.229126
	Iteration 0F: 2 clusters Score -7562516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -7523337.000000 Penalty: 3568.458252
	Iteration 0F: 3 clusters Score -7523337 nChanged 27614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -7538869.500000 Penalty: 3568.458252
	Iteration 1F: 3 clusters Score -7538870 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -7539405.000000 Penalty: 3568.458252
	Iteration 2Q: 3 clusters Score -7539405 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7539962.500000 Penalty: 3568.458252
	Iteration 3Q: 3 clusters Score -7539962 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7540577.500000 Penalty: 3568.458252
	Iteration 4Q: 3 clusters Score -7540578 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -7541351.500000 Penalty: 3568.458252
	Iteration 5Q: 3 clusters Score -7541352 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -7542259.000000 Penalty: 3568.458252
	Iteration 6Q: 3 clusters Score -7542259 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -7543535.500000 Penalty: 3568.458252
	Iteration 7Q: 3 clusters Score -7543536 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7545271.000000 Penalty: 3568.458252
	Iteration 8F: 3 clusters Score -7545271 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -7547444.500000 Penalty: 3568.458252
	Iteration 9F: 3 clusters Score -7547444 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -7549766.000000 Penalty: 3568.458252
	Iteration 10F: 3 clusters Score -7549766 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -7551914.500000 Penalty: 3568.458252
	Iteration 11F: 3 clusters Score -7551914 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -7553596.500000 Penalty: 3568.458252
	Iteration 12Q: 3 clusters Score -7553596 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -7555093.500000 Penalty: 3568.458252
	Iteration 13Q: 3 clusters Score -7555094 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -7556290.500000 Penalty: 3568.458252
	Iteration 14Q: 3 clusters Score -7556290 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7557357.000000 Penalty: 3568.458252
	Iteration 15Q: 3 clusters Score -7557357 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7558248.000000 Penalty: 3568.458252
	Iteration 16Q: 3 clusters Score -7558248 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7558999.000000 Penalty: 3568.458252
	Iteration 17Q: 3 clusters Score -7558999 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7559550.000000 Penalty: 3568.458252
	Iteration 18Q: 3 clusters Score -7559550 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7559969.000000 Penalty: 3568.458252
	Iteration 19Q: 3 clusters Score -7559969 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7560294.500000 Penalty: 3568.458252
	Iteration 20F: 3 clusters Score -7560294 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7560571.000000 Penalty: 3568.458252
	Iteration 21Q: 3 clusters Score -7560571 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7560740.500000 Penalty: 3568.458252
	Iteration 22Q: 3 clusters Score -7560740 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7560850.000000 Penalty: 3568.458252
	Iteration 23Q: 3 clusters Score -7560850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7560907.500000 Penalty: 3568.458252
	Iteration 24Q: 3 clusters Score -7560908 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7560960.500000 Penalty: 3568.458252
	Iteration 25Q: 3 clusters Score -7560960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7560991.500000 Penalty: 3568.458252
	Iteration 26Q: 3 clusters Score -7560992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7561017.000000 Penalty: 3568.458252
	Iteration 27Q: 3 clusters Score -7561017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7561034.000000 Penalty: 3568.458252
	Iteration 28Q: 3 clusters Score -7561034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7561051.500000 Penalty: 3568.458252
	Iteration 29Q: 3 clusters Score -7561052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7561060.000000 Penalty: 3568.458252
	Iteration 30Q: 3 clusters Score -7561060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7561061.000000 Penalty: 3568.458252
	Iteration 31Q: 3 clusters Score -7561061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7561069.000000 Penalty: 3568.458252
	Iteration 32Q: 3 clusters Score -7561069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7561069.000000 Penalty: 3568.458252
	Iteration 33Q: 3 clusters Score -7561069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7561073.500000 Penalty: 3568.458252
	Iteration 34Q: 3 clusters Score -7561074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7561071.500000 Penalty: 3568.458252
	Iteration 35Q: 3 clusters Score -7561072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7561071.500000 Penalty: 3568.458252
	Iteration 36Q: 3 clusters Score -7561072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7561071.500000 Penalty: 3568.458252
	Iteration 37F: 3 clusters Score -7561072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -791908.875000 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -791908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -786869.062500 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -786869.1 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -788488.062500 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -788488.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -788735.312500 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -788735.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -788907.625000 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -788907.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -789069.937500 Penalty: 2864.415771
	Iteration 4Q: 3 clusters Score -789069.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -789253.375000 Penalty: 2864.415771
	Iteration 5Q: 3 clusters Score -789253.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -789458.000000 Penalty: 2864.415771
	Iteration 6Q: 3 clusters Score -789458 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -789637.000000 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -789637 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -789802.250000 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -789802.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -789967.375000 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -789967.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -790154.375000 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -790154.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -790324.375000 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -790324.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -790470.625000 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -790470.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -790574.500000 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -790574.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -790657.625000 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -790657.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -790723.875000 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -790723.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -790760.625000 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -790760.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -790784.937500 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -790784.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -790807.062500 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -790807.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -790820.312500 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -790820.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -790847.687500 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -790847.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -790860.687500 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -790860.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -790871.875000 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -790871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -790882.000000 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -790882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -790904.062500 Penalty: 2864.415771
	Iteration 24Q: 3 clusters Score -790904.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -790915.625000 Penalty: 2864.415771
	Iteration 25Q: 3 clusters Score -790915.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -790922.937500 Penalty: 2864.415771
	Iteration 26Q: 3 clusters Score -790922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -790927.937500 Penalty: 2864.415771
	Iteration 27Q: 3 clusters Score -790927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -790933.375000 Penalty: 2864.415771
	Iteration 28Q: 3 clusters Score -790933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -790934.562500 Penalty: 2864.415771
	Iteration 29Q: 3 clusters Score -790934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -790943.000000 Penalty: 2864.415771
	Iteration 30F: 3 clusters Score -790943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -790957.125000 Penalty: 2864.415771
	Iteration 31Q: 3 clusters Score -790957.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -790967.375000 Penalty: 2864.415771
	Iteration 32Q: 3 clusters Score -790967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -790973.125000 Penalty: 2864.415771
	Iteration 33Q: 3 clusters Score -790973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -790975.312500 Penalty: 2864.415771
	Iteration 34Q: 3 clusters Score -790975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -790976.750000 Penalty: 2864.415771
	Iteration 35Q: 3 clusters Score -790976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -790978.187500 Penalty: 2864.415771
	Iteration 36Q: 3 clusters Score -790978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -790980.687500 Penalty: 2864.415771
	Iteration 37Q: 3 clusters Score -790980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -790981.437500 Penalty: 2864.415771
	Iteration 38Q: 3 clusters Score -790981.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -790981.437500 Penalty: 2864.415771
	Iteration 39Q: 3 clusters Score -790981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -790981.437500 Penalty: 2864.415771
	Iteration 40F: 3 clusters Score -790981.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -24940.625000 Penalty: 899.816833
	Iteration 0F: 2 clusters Score -24940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24208.773438 Penalty: 1799.633667
	Iteration 0F: 3 clusters Score -24208.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24301.740234 Penalty: 1799.633667
	Iteration 1F: 3 clusters Score -24301.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24336.363281 Penalty: 1799.633667
	Iteration 2F: 3 clusters Score -24336.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24361.908203 Penalty: 1799.633667
	Iteration 3Q: 3 clusters Score -24361.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24398.158203 Penalty: 1799.633667
	Iteration 4Q: 3 clusters Score -24398.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -24430.107422 Penalty: 1799.633667
	Iteration 5Q: 3 clusters Score -24430.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -24440.384766 Penalty: 1799.633667
	Iteration 6Q: 3 clusters Score -24440.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24447.550781 Penalty: 1799.633667
	Iteration 7Q: 3 clusters Score -24447.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24450.537109 Penalty: 1799.633667
	Iteration 8Q: 3 clusters Score -24450.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24458.031250 Penalty: 1799.633667
	Iteration 9Q: 3 clusters Score -24458.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24463.169922 Penalty: 1799.633667
	Iteration 10Q: 3 clusters Score -24463.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24467.724609 Penalty: 1799.633667
	Iteration 11Q: 3 clusters Score -24467.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24467.724609 Penalty: 1799.633667
	Iteration 12F: 3 clusters Score -24467.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Entering Unmasked Estep 
Score: -6422734.500000 Penalty: 1757.124878
	Iteration 0F: 2 clusters Score -6422734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6389329.000000 Penalty: 3514.249756
	Iteration 0F: 3 clusters Score -6389329 nChanged 23413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -6403085.000000 Penalty: 3514.249756
	Iteration 1F: 3 clusters Score -6403085 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -6403968.500000 Penalty: 3514.249756
	Iteration 2Q: 3 clusters Score -6403968 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -6405111.500000 Penalty: 3514.249756
	Iteration 3F: 3 clusters Score -6405112 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6406877.500000 Penalty: 3514.249756
	Iteration 4F: 3 clusters Score -6406878 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -6409313.000000 Penalty: 3514.249756
	Iteration 5F: 3 clusters Score -6409313 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -6412370.500000 Penalty: 3514.249756
	Iteration 6F: 3 clusters Score -6412370 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -6415537.500000 Penalty: 3514.249756
	Iteration 7F: 3 clusters Score -6415538 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6418158.000000 Penalty: 3514.249756
	Iteration 8F: 3 clusters Score -6418158 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6419869.500000 Penalty: 3514.249756
	Iteration 9Q: 3 clusters Score -6419870 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6420684.500000 Penalty: 3514.249756
	Iteration 10Q: 3 clusters Score -6420684 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6420942.500000 Penalty: 3514.249756
	Iteration 11Q: 3 clusters Score -6420942 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6421047.500000 Penalty: 3514.249756
	Iteration 12Q: 3 clusters Score -6421048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6421095.500000 Penalty: 3514.249756
	Iteration 13Q: 3 clusters Score -6421096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6421141.000000 Penalty: 3514.249756
	Iteration 14Q: 3 clusters Score -6421141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6421184.000000 Penalty: 3514.249756
	Iteration 15Q: 3 clusters Score -6421184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6421205.000000 Penalty: 3514.249756
	Iteration 16Q: 3 clusters Score -6421205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6421233.000000 Penalty: 3514.249756
	Iteration 17Q: 3 clusters Score -6421233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6421248.000000 Penalty: 3514.249756
	Iteration 18Q: 3 clusters Score -6421248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6421248.000000 Penalty: 3514.249756
	Iteration 19Q: 3 clusters Score -6421248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6421253.000000 Penalty: 3514.249756
	Iteration 20F: 3 clusters Score -6421253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6421262.000000 Penalty: 3514.249756
	Iteration 21Q: 3 clusters Score -6421262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6421267.500000 Penalty: 3514.249756
	Iteration 22Q: 3 clusters Score -6421268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6421267.500000 Penalty: 3514.249756
	Iteration 23F: 3 clusters Score -6421268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -24020.695312 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -24020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -23233.316406 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -23233.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23298.806641 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -23298.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23306.246094 Penalty: 1778.487915
	Iteration 2Q: 3 clusters Score -23306.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23308.310547 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -23308.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23308.310547 Penalty: 1778.487915
	Iteration 4F: 3 clusters Score -23308.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69075 members 
Entering Unmasked Estep 
Score: -9007181.000000 Penalty: 1810.729126
	Iteration 0F: 2 clusters Score -9007181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -8961397.000000 Penalty: 3621.458252
	Iteration 0F: 3 clusters Score -8961397 nChanged 32802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -8980259.000000 Penalty: 3621.458252
	Iteration 1F: 3 clusters Score -8980259 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -8981124.000000 Penalty: 3621.458252
	Iteration 2Q: 3 clusters Score -8981124 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8982207.000000 Penalty: 3621.458252
	Iteration 3Q: 3 clusters Score -8982207 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8983986.000000 Penalty: 3621.458252
	Iteration 4Q: 3 clusters Score -8983986 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -8986871.000000 Penalty: 3621.458252
	Iteration 5F: 3 clusters Score -8986871 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -8991219.000000 Penalty: 3621.458252
	Iteration 6F: 3 clusters Score -8991219 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -8995991.000000 Penalty: 3621.458252
	Iteration 7F: 3 clusters Score -8995991 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -9000057.000000 Penalty: 3621.458252
	Iteration 8F: 3 clusters Score -9000057 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -9002687.000000 Penalty: 3621.458252
	Iteration 9Q: 3 clusters Score -9002687 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -9004179.000000 Penalty: 3621.458252
	Iteration 10Q: 3 clusters Score -9004179 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -9004894.000000 Penalty: 3621.458252
	Iteration 11Q: 3 clusters Score -9004894 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -9005214.000000 Penalty: 3621.458252
	Iteration 12Q: 3 clusters Score -9005214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -9005357.000000 Penalty: 3621.458252
	Iteration 13Q: 3 clusters Score -9005357 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -9005441.000000 Penalty: 3621.458252
	Iteration 14Q: 3 clusters Score -9005441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 68753 members 
Entering Unmasked Estep 
Score: -9005488.000000 Penalty: 3621.458252
	Iteration 15Q: 3 clusters Score -9005488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 68787 members 
Entering Unmasked Estep 
Score: -9005533.000000 Penalty: 3621.458252
	Iteration 16Q: 3 clusters Score -9005533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -9005569.000000 Penalty: 3621.458252
	Iteration 17Q: 3 clusters Score -9005569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -9005604.000000 Penalty: 3621.458252
	Iteration 18Q: 3 clusters Score -9005604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -9005617.000000 Penalty: 3621.458252
	Iteration 19Q: 3 clusters Score -9005617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -9005626.000000 Penalty: 3621.458252
	Iteration 20F: 3 clusters Score -9005626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -9005634.000000 Penalty: 3621.458252
	Iteration 21Q: 3 clusters Score -9005634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 68838 members 
Entering Unmasked Estep 
Score: -9005639.000000 Penalty: 3621.458252
	Iteration 22Q: 3 clusters Score -9005639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -9005643.000000 Penalty: 3621.458252
	Iteration 23Q: 3 clusters Score -9005643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -9005647.000000 Penalty: 3621.458252
	Iteration 24Q: 3 clusters Score -9005647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 68840 members 
Entering Unmasked Estep 
Score: -9005647.000000 Penalty: 3621.458252
	Iteration 25F: 3 clusters Score -9005647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -45108.843750 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -45108.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44140.437500 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -44140.44 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44324.351562 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -44324.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44357.835938 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -44357.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44378.195312 Penalty: 1968.454834
	Iteration 3Q: 3 clusters Score -44378.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44400.660156 Penalty: 1968.454834
	Iteration 4Q: 3 clusters Score -44400.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44408.484375 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -44408.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44411.664062 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -44411.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44412.179688 Penalty: 1968.454834
	Iteration 7Q: 3 clusters Score -44412.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44412.179688 Penalty: 1968.454834
	Iteration 8F: 3 clusters Score -44412.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 50948 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18878 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7293 members 
Mstep: Class 8 contains 29738 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10219 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12465 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 84119 members 
Mstep: Class 16 contains 22044 members 
Mstep: Class 17 contains 6969 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 58681 members 
Mstep: Class 24 contains 6725 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49666 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69075 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791536.000000 Penalty: 61624.625000
Iteration 239Q: 30 clusters Score -5.979154e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 50988 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18888 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7290 members 
Mstep: Class 8 contains 29726 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10210 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12472 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 84127 members 
Mstep: Class 16 contains 22039 members 
Mstep: Class 17 contains 6965 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6761 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 58645 members 
Mstep: Class 24 contains 6720 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49668 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69084 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791500.000000 Penalty: 61624.625000
Iteration 240F: 30 clusters Score -5.97915e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 51025 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18891 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7289 members 
Mstep: Class 8 contains 29714 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10204 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12480 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18378 members 
Mstep: Class 15 contains 84135 members 
Mstep: Class 16 contains 22040 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2360 members 
Mstep: Class 23 contains 58611 members 
Mstep: Class 24 contains 6717 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49663 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69093 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791568.000000 Penalty: 61624.625000
Iteration 241Q: 30 clusters Score -5.979157e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 51053 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18893 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 29709 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10201 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18379 members 
Mstep: Class 15 contains 84138 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 58585 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49664 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69091 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791508.000000 Penalty: 61624.625000
Iteration 242Q: 30 clusters Score -5.979151e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 51078 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18900 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 10198 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12489 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18378 members 
Mstep: Class 15 contains 84141 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6957 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2359 members 
Mstep: Class 23 contains 58561 members 
Mstep: Class 24 contains 6716 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49665 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69096 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791544.000000 Penalty: 61624.625000
Iteration 243Q: 30 clusters Score -5.979154e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 51099 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18906 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 29685 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10194 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12490 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18379 members 
Mstep: Class 15 contains 84138 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 58545 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49665 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69105 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 61624.625000
Iteration 244Q: 30 clusters Score -5.979153e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 51116 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18916 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 29678 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10192 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12494 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 18380 members 
Mstep: Class 15 contains 84134 members 
Mstep: Class 16 contains 22039 members 
Mstep: Class 17 contains 6953 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2354 members 
Mstep: Class 23 contains 58527 members 
Mstep: Class 24 contains 6711 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49661 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69117 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791548.000000 Penalty: 61624.625000
Iteration 245Q: 30 clusters Score -5.979155e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51140 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 18923 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 29669 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12497 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 18382 members 
Mstep: Class 15 contains 84134 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58507 members 
Mstep: Class 24 contains 6711 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49661 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69122 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791524.000000 Penalty: 61624.625000
Iteration 246Q: 30 clusters Score -5.979152e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 51157 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18927 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 29654 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10191 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12499 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 18384 members 
Mstep: Class 15 contains 84131 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 6951 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58493 members 
Mstep: Class 24 contains 6711 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49667 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69118 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791520.000000 Penalty: 61624.625000
Iteration 247Q: 30 clusters Score -5.979152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51166 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18929 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7286 members 
Mstep: Class 8 contains 29639 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10190 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 18385 members 
Mstep: Class 15 contains 84129 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58485 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49672 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69123 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791520.000000 Penalty: 61624.625000
Iteration 248Q: 30 clusters Score -5.979152e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 51173 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18933 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7282 members 
Mstep: Class 8 contains 29631 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10189 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 84124 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58478 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49674 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69130 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791532.000000 Penalty: 61624.625000
Iteration 249Q: 30 clusters Score -5.979153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51179 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18935 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7280 members 
Mstep: Class 8 contains 29629 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10188 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 84119 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58472 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49679 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69132 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791576.000000 Penalty: 61624.625000
Iteration 250Q: 30 clusters Score -5.979158e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51185 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18934 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10186 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18386 members 
Mstep: Class 15 contains 84115 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58467 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49684 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69134 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791584.000000 Penalty: 61624.625000
Iteration 251Q: 30 clusters Score -5.979158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51187 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18934 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 29630 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10185 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12512 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 84113 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58459 members 
Mstep: Class 24 contains 6711 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49685 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69138 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791544.000000 Penalty: 61624.625000
Iteration 252Q: 30 clusters Score -5.979154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51192 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18933 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 29635 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 84107 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58454 members 
Mstep: Class 24 contains 6711 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49685 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69143 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791540.000000 Penalty: 61624.625000
Iteration 253Q: 30 clusters Score -5.979154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51200 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18936 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7277 members 
Mstep: Class 8 contains 29635 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10184 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 84105 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6759 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58449 members 
Mstep: Class 24 contains 6709 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49684 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69143 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 61624.625000
Iteration 254Q: 30 clusters Score -5.979153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51208 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18939 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7275 members 
Mstep: Class 8 contains 29635 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 84106 members 
Mstep: Class 16 contains 22043 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58444 members 
Mstep: Class 24 contains 6709 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49684 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69145 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791524.000000 Penalty: 61624.625000
Iteration 255Q: 30 clusters Score -5.979152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51216 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18941 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29638 members 
Mstep: Class 9 contains 1233 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 84102 members 
Mstep: Class 16 contains 22044 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 2352 members 
Mstep: Class 23 contains 58437 members 
Mstep: Class 24 contains 6709 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49685 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69145 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 61624.625000
Iteration 256Q: 30 clusters Score -5.979153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51227 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18943 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29634 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12504 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 84099 members 
Mstep: Class 16 contains 22042 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6758 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58430 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49688 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69145 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 61624.625000
Iteration 257Q: 30 clusters Score -5.979153e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51241 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18946 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29628 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 84099 members 
Mstep: Class 16 contains 22041 members 
Mstep: Class 17 contains 6945 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58420 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49689 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69145 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791492.000000 Penalty: 61624.625000
Iteration 258Q: 30 clusters Score -5.979149e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51255 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18949 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29623 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12501 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 84097 members 
Mstep: Class 16 contains 22040 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58413 members 
Mstep: Class 24 contains 6707 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49691 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69142 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791512.000000 Penalty: 61624.625000
Iteration 259Q: 30 clusters Score -5.979151e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51269 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18952 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7272 members 
Mstep: Class 8 contains 29621 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10183 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12502 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 84095 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58403 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69142 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791512.000000 Penalty: 61624.625000
Iteration 260F: 30 clusters Score -5.979151e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 51278 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18953 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29615 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12504 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18389 members 
Mstep: Class 15 contains 84099 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58393 members 
Mstep: Class 24 contains 6707 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69143 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791480.000000 Penalty: 61624.625000
Iteration 261Q: 30 clusters Score -5.979148e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51291 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18954 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 29609 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10182 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18392 members 
Mstep: Class 15 contains 84098 members 
Mstep: Class 16 contains 22035 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58377 members 
Mstep: Class 24 contains 6707 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49694 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69144 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 61624.625000
Iteration 262Q: 30 clusters Score -5.979153e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51305 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18958 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 29601 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10181 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18393 members 
Mstep: Class 15 contains 84100 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6946 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58365 members 
Mstep: Class 24 contains 6707 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49692 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69146 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791532.000000 Penalty: 61624.625000
Iteration 263Q: 30 clusters Score -5.979153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51320 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18960 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 29594 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10180 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12504 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18392 members 
Mstep: Class 15 contains 84104 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6948 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58350 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69149 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791620.000000 Penalty: 61624.625000
Iteration 264Q: 30 clusters Score -5.979162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51325 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18962 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7274 members 
Mstep: Class 8 contains 29590 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10177 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12505 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18391 members 
Mstep: Class 15 contains 84111 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58340 members 
Mstep: Class 24 contains 6705 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49692 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69153 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791596.000000 Penalty: 61624.625000
Iteration 265Q: 30 clusters Score -5.97916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51332 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18964 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29585 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10175 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18394 members 
Mstep: Class 15 contains 84114 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58332 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49691 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69153 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791576.000000 Penalty: 61624.625000
Iteration 266Q: 30 clusters Score -5.979158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51340 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18965 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29582 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10174 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12506 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18394 members 
Mstep: Class 15 contains 84116 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58324 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49692 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69153 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791576.000000 Penalty: 61624.625000
Iteration 267Q: 30 clusters Score -5.979158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51343 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29581 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12507 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 84113 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58319 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69155 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791620.000000 Penalty: 61624.625000
Iteration 268Q: 30 clusters Score -5.979162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51345 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12509 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18397 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58316 members 
Mstep: Class 24 contains 6705 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49695 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69154 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791608.000000 Penalty: 61624.625000
Iteration 269Q: 30 clusters Score -5.979161e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51349 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10171 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58312 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49695 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69153 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791568.000000 Penalty: 61624.625000
Iteration 270Q: 30 clusters Score -5.979157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51352 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22034 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58308 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49695 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69152 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791556.000000 Penalty: 61624.625000
Iteration 271Q: 30 clusters Score -5.979156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51353 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22035 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58305 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49696 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69152 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791548.000000 Penalty: 61624.625000
Iteration 272Q: 30 clusters Score -5.979155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51353 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18399 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58304 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49695 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69152 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791544.000000 Penalty: 61624.625000
Iteration 273Q: 30 clusters Score -5.979154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51353 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18401 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58304 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49692 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69153 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791560.000000 Penalty: 61624.625000
Iteration 274Q: 30 clusters Score -5.979156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51353 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18401 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58304 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69152 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791552.000000 Penalty: 61624.625000
Iteration 275Q: 30 clusters Score -5.979155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51353 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18401 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 289 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58304 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69152 members 
Mstep: Class 29 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791552.000000 Penalty: 61624.625000
Iteration 276F: 30 clusters Score -5.979155e+07 nChanged 0
Entering ConstructFrom: 
Score: -59791552.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (12034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Entering Unmasked Estep 
Score: -1567492.875000 Penalty: 1526.767334
	Iteration 0F: 2 clusters Score -1567493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1558921.375000 Penalty: 3053.534668
	Iteration 0F: 3 clusters Score -1558921 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1561769.250000 Penalty: 3053.534668
	Iteration 1F: 3 clusters Score -1561769 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1562067.000000 Penalty: 3053.534668
	Iteration 2F: 3 clusters Score -1562067 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1562325.875000 Penalty: 3053.534668
	Iteration 3F: 3 clusters Score -1562326 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1562564.000000 Penalty: 3053.534668
	Iteration 4Q: 3 clusters Score -1562564 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1562770.875000 Penalty: 3053.534668
	Iteration 5Q: 3 clusters Score -1562771 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1563007.000000 Penalty: 3053.534668
	Iteration 6Q: 3 clusters Score -1563007 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1563265.375000 Penalty: 3053.534668
	Iteration 7Q: 3 clusters Score -1563265 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1563573.625000 Penalty: 3053.534668
	Iteration 8Q: 3 clusters Score -1563574 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1563917.250000 Penalty: 3053.534668
	Iteration 9Q: 3 clusters Score -1563917 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1564319.625000 Penalty: 3053.534668
	Iteration 10Q: 3 clusters Score -1564320 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1564789.375000 Penalty: 3053.534668
	Iteration 11Q: 3 clusters Score -1564789 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1565226.875000 Penalty: 3053.534668
	Iteration 12Q: 3 clusters Score -1565227 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1565539.125000 Penalty: 3053.534668
	Iteration 13Q: 3 clusters Score -1565539 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1565753.875000 Penalty: 3053.534668
	Iteration 14Q: 3 clusters Score -1565754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1565889.875000 Penalty: 3053.534668
	Iteration 15Q: 3 clusters Score -1565890 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1565972.875000 Penalty: 3053.534668
	Iteration 16Q: 3 clusters Score -1565973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1566036.500000 Penalty: 3053.534668
	Iteration 17Q: 3 clusters Score -1566036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1566076.000000 Penalty: 3053.534668
	Iteration 18Q: 3 clusters Score -1566076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1566098.375000 Penalty: 3053.534668
	Iteration 19Q: 3 clusters Score -1566098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1566113.250000 Penalty: 3053.534668
	Iteration 20F: 3 clusters Score -1566113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1566125.750000 Penalty: 3053.534668
	Iteration 21Q: 3 clusters Score -1566126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1566135.125000 Penalty: 3053.534668
	Iteration 22Q: 3 clusters Score -1566135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1566136.375000 Penalty: 3053.534668
	Iteration 23Q: 3 clusters Score -1566136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1566140.250000 Penalty: 3053.534668
	Iteration 24Q: 3 clusters Score -1566140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1566140.250000 Penalty: 3053.534668
	Iteration 25F: 3 clusters Score -1566140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Entering Unmasked Estep 
Score: -6642844.000000 Penalty: 1762.552734
	Iteration 0F: 2 clusters Score -6642844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6608595.500000 Penalty: 3525.105469
	Iteration 0F: 3 clusters Score -6608596 nChanged 24019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6622183.000000 Penalty: 3525.105469
	Iteration 1F: 3 clusters Score -6622183 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6622894.000000 Penalty: 3525.105469
	Iteration 2Q: 3 clusters Score -6622894 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -6623967.000000 Penalty: 3525.105469
	Iteration 3Q: 3 clusters Score -6623967 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -6625476.500000 Penalty: 3525.105469
	Iteration 4F: 3 clusters Score -6625476 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6627645.500000 Penalty: 3525.105469
	Iteration 5F: 3 clusters Score -6627646 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -6630632.500000 Penalty: 3525.105469
	Iteration 6F: 3 clusters Score -6630632 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -6633872.500000 Penalty: 3525.105469
	Iteration 7F: 3 clusters Score -6633872 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -6636839.000000 Penalty: 3525.105469
	Iteration 8F: 3 clusters Score -6636839 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6638920.000000 Penalty: 3525.105469
	Iteration 9Q: 3 clusters Score -6638920 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -6640110.000000 Penalty: 3525.105469
	Iteration 10Q: 3 clusters Score -6640110 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6640711.000000 Penalty: 3525.105469
	Iteration 11Q: 3 clusters Score -6640711 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -6640976.000000 Penalty: 3525.105469
	Iteration 12Q: 3 clusters Score -6640976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -6641122.000000 Penalty: 3525.105469
	Iteration 13Q: 3 clusters Score -6641122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -6641193.000000 Penalty: 3525.105469
	Iteration 14Q: 3 clusters Score -6641193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6641233.500000 Penalty: 3525.105469
	Iteration 15Q: 3 clusters Score -6641234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -6641258.500000 Penalty: 3525.105469
	Iteration 16Q: 3 clusters Score -6641258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -6641282.500000 Penalty: 3525.105469
	Iteration 17Q: 3 clusters Score -6641282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -6641287.000000 Penalty: 3525.105469
	Iteration 18Q: 3 clusters Score -6641287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -6641290.500000 Penalty: 3525.105469
	Iteration 19Q: 3 clusters Score -6641290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6641296.000000 Penalty: 3525.105469
	Iteration 20F: 3 clusters Score -6641296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6641300.500000 Penalty: 3525.105469
	Iteration 21Q: 3 clusters Score -6641300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -6641314.000000 Penalty: 3525.105469
	Iteration 22Q: 3 clusters Score -6641314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -6641314.000000 Penalty: 3525.105469
	Iteration 23F: 3 clusters Score -6641314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -45793.191406 Penalty: 985.742615
	Iteration 0F: 2 clusters Score -45793.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44819.945312 Penalty: 1971.485229
	Iteration 0F: 3 clusters Score -44819.95 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45010.753906 Penalty: 1971.485229
	Iteration 1F: 3 clusters Score -45010.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45055.187500 Penalty: 1971.485229
	Iteration 2F: 3 clusters Score -45055.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45073.289062 Penalty: 1971.485229
	Iteration 3Q: 3 clusters Score -45073.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45075.160156 Penalty: 1971.485229
	Iteration 4Q: 3 clusters Score -45075.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -45078.933594 Penalty: 1971.485229
	Iteration 5Q: 3 clusters Score -45078.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45079.171875 Penalty: 1971.485229
	Iteration 6Q: 3 clusters Score -45079.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45080.250000 Penalty: 1971.485229
	Iteration 7Q: 3 clusters Score -45080.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45082.941406 Penalty: 1971.485229
	Iteration 8Q: 3 clusters Score -45082.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45084.683594 Penalty: 1971.485229
	Iteration 9Q: 3 clusters Score -45084.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45085.503906 Penalty: 1971.485229
	Iteration 10Q: 3 clusters Score -45085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45087.980469 Penalty: 1971.485229
	Iteration 11Q: 3 clusters Score -45087.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45093.316406 Penalty: 1971.485229
	Iteration 12Q: 3 clusters Score -45093.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45096.929688 Penalty: 1971.485229
	Iteration 13Q: 3 clusters Score -45096.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45098.402344 Penalty: 1971.485229
	Iteration 14Q: 3 clusters Score -45098.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45099.484375 Penalty: 1971.485229
	Iteration 15Q: 3 clusters Score -45099.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45099.484375 Penalty: 1971.485229
	Iteration 16F: 3 clusters Score -45099.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -271087.843750 Penalty: 1252.981201
	Iteration 0F: 2 clusters Score -271087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -268848.468750 Penalty: 2505.962402
	Iteration 0F: 3 clusters Score -268848.5 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -269408.750000 Penalty: 2505.962402
	Iteration 1F: 3 clusters Score -269408.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -269525.031250 Penalty: 2505.962402
	Iteration 2F: 3 clusters Score -269525 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -269584.750000 Penalty: 2505.962402
	Iteration 3Q: 3 clusters Score -269584.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -269624.906250 Penalty: 2505.962402
	Iteration 4Q: 3 clusters Score -269624.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -269647.000000 Penalty: 2505.962402
	Iteration 5Q: 3 clusters Score -269647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269663.656250 Penalty: 2505.962402
	Iteration 6Q: 3 clusters Score -269663.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -269676.937500 Penalty: 2505.962402
	Iteration 7Q: 3 clusters Score -269676.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -269689.156250 Penalty: 2505.962402
	Iteration 8Q: 3 clusters Score -269689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -269696.406250 Penalty: 2505.962402
	Iteration 9Q: 3 clusters Score -269696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -269703.781250 Penalty: 2505.962402
	Iteration 10Q: 3 clusters Score -269703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -269709.593750 Penalty: 2505.962402
	Iteration 11Q: 3 clusters Score -269709.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -269720.343750 Penalty: 2505.962402
	Iteration 12Q: 3 clusters Score -269720.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -269728.187500 Penalty: 2505.962402
	Iteration 13Q: 3 clusters Score -269728.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -269732.843750 Penalty: 2505.962402
	Iteration 14Q: 3 clusters Score -269732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -269737.937500 Penalty: 2505.962402
	Iteration 15Q: 3 clusters Score -269737.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -269745.406250 Penalty: 2505.962402
	Iteration 16Q: 3 clusters Score -269745.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -269751.187500 Penalty: 2505.962402
	Iteration 17Q: 3 clusters Score -269751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -269756.406250 Penalty: 2505.962402
	Iteration 18Q: 3 clusters Score -269756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -269759.125000 Penalty: 2505.962402
	Iteration 19Q: 3 clusters Score -269759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -269761.906250 Penalty: 2505.962402
	Iteration 20F: 3 clusters Score -269761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -269762.125000 Penalty: 2505.962402
	Iteration 21Q: 3 clusters Score -269762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -269762.125000 Penalty: 2505.962402
	Iteration 22F: 3 clusters Score -269762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Entering Unmasked Estep 
Score: -2369519.500000 Penalty: 1600.699097
	Iteration 0F: 2 clusters Score -2369520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2356568.000000 Penalty: 3201.398193
	Iteration 0F: 3 clusters Score -2356568 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2361307.500000 Penalty: 3201.398193
	Iteration 1F: 3 clusters Score -2361308 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2361669.500000 Penalty: 3201.398193
	Iteration 2F: 3 clusters Score -2361670 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2361982.000000 Penalty: 3201.398193
	Iteration 3Q: 3 clusters Score -2361982 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2362293.250000 Penalty: 3201.398193
	Iteration 4Q: 3 clusters Score -2362293 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2362605.500000 Penalty: 3201.398193
	Iteration 5Q: 3 clusters Score -2362606 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2362914.250000 Penalty: 3201.398193
	Iteration 6Q: 3 clusters Score -2362914 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2363256.250000 Penalty: 3201.398193
	Iteration 7Q: 3 clusters Score -2363256 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2363638.500000 Penalty: 3201.398193
	Iteration 8Q: 3 clusters Score -2363638 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2364060.000000 Penalty: 3201.398193
	Iteration 9Q: 3 clusters Score -2364060 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2364510.000000 Penalty: 3201.398193
	Iteration 10Q: 3 clusters Score -2364510 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2364998.500000 Penalty: 3201.398193
	Iteration 11Q: 3 clusters Score -2364998 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2365420.750000 Penalty: 3201.398193
	Iteration 12Q: 3 clusters Score -2365421 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2365767.000000 Penalty: 3201.398193
	Iteration 13Q: 3 clusters Score -2365767 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2366000.750000 Penalty: 3201.398193
	Iteration 14Q: 3 clusters Score -2366001 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2366142.000000 Penalty: 3201.398193
	Iteration 15Q: 3 clusters Score -2366142 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2366232.000000 Penalty: 3201.398193
	Iteration 16Q: 3 clusters Score -2366232 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2366336.750000 Penalty: 3201.398193
	Iteration 17Q: 3 clusters Score -2366337 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -2366414.250000 Penalty: 3201.398193
	Iteration 18Q: 3 clusters Score -2366414 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2366498.250000 Penalty: 3201.398193
	Iteration 19Q: 3 clusters Score -2366498 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2366563 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2366636 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2366693 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2366750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2366796 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2366838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2366899 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2366955.000000 Penalty: 3201.398193
	Iteration 27Q: 3 clusters Score -2366955 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2367017.250000 Penalty: 3201.398193
	Iteration 28Q: 3 clusters Score -2367017 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2367090.750000 Penalty: 3201.398193
	Iteration 29Q: 3 clusters Score -2367091 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2367183.250000 Penalty: 3201.398193
	Iteration 30Q: 3 clusters Score -2367183 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2367288.500000 Penalty: 3201.398193
	Iteration 31Q: 3 clusters Score -2367288 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2367396.500000 Penalty: 3201.398193
	Iteration 32Q: 3 clusters Score -2367396 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2367491.000000 Penalty: 3201.398193
	Iteration 33Q: 3 clusters Score -2367491 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2367563.250000 Penalty: 3201.398193
	Iteration 34Q: 3 clusters Score -2367563 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2367640.000000 Penalty: 3201.398193
	Iteration 35Q: 3 clusters Score -2367640 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2367702.500000 Penalty: 3201.398193
	Iteration 36Q: 3 clusters Score -2367702 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2367735.500000 Penalty: 3201.398193
	Iteration 37Q: 3 clusters Score -2367736 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2367785.750000 Penalty: 3201.398193
	Iteration 38Q: 3 clusters Score -2367786 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2367821.250000 Penalty: 3201.398193
	Iteration 39Q: 3 clusters Score -2367821 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2367863.250000 Penalty: 3201.398193
	Iteration 40F: 3 clusters Score -2367863 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2367872.500000 Penalty: 3201.398193
	Iteration 41Q: 3 clusters Score -2367872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2367900.000000 Penalty: 3201.398193
	Iteration 42Q: 3 clusters Score -2367900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2367927.000000 Penalty: 3201.398193
	Iteration 43Q: 3 clusters Score -2367927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -2367959.000000 Penalty: 3201.398193
	Iteration 44Q: 3 clusters Score -2367959 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2367989.000000 Penalty: 3201.398193
	Iteration 45Q: 3 clusters Score -2367989 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2368018.500000 Penalty: 3201.398193
	Iteration 46Q: 3 clusters Score -2368018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2368050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2368072 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2368093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2368121.750000 Penalty: 3201.398193
	Iteration 50Q: 3 clusters Score -2368122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2368137.000000 Penalty: 3201.398193
	Iteration 51Q: 3 clusters Score -2368137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2368156.500000 Penalty: 3201.398193
	Iteration 52Q: 3 clusters Score -2368156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2368170.500000 Penalty: 3201.398193
	Iteration 53Q: 3 clusters Score -2368170 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2368186.750000 Penalty: 3201.398193
	Iteration 54Q: 3 clusters Score -2368187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2368200.250000 Penalty: 3201.398193
	Iteration 55Q: 3 clusters Score -2368200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2368216.250000 Penalty: 3201.398193
	Iteration 56Q: 3 clusters Score -2368216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2368234.250000 Penalty: 3201.398193
	Iteration 57Q: 3 clusters Score -2368234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2368253.000000 Penalty: 3201.398193
	Iteration 58Q: 3 clusters Score -2368253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2368265.500000 Penalty: 3201.398193
	Iteration 59Q: 3 clusters Score -2368266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2368271.250000 Penalty: 3201.398193
	Iteration 60F: 3 clusters Score -2368271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2368282.250000 Penalty: 3201.398193
	Iteration 61Q: 3 clusters Score -2368282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2368297.250000 Penalty: 3201.398193
	Iteration 62Q: 3 clusters Score -2368297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2368307.500000 Penalty: 3201.398193
	Iteration 63Q: 3 clusters Score -2368308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2368321.250000 Penalty: 3201.398193
	Iteration 64Q: 3 clusters Score -2368321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2368326.500000 Penalty: 3201.398193
	Iteration 65Q: 3 clusters Score -2368326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2368333.250000 Penalty: 3201.398193
	Iteration 66Q: 3 clusters Score -2368333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2368338.500000 Penalty: 3201.398193
	Iteration 67Q: 3 clusters Score -2368338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2368347.750000 Penalty: 3201.398193
	Iteration 68Q: 3 clusters Score -2368348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2368350.000000 Penalty: 3201.398193
	Iteration 69Q: 3 clusters Score -2368350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2368356.750000 Penalty: 3201.398193
	Iteration 70Q: 3 clusters Score -2368357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2368365.500000 Penalty: 3201.398193
	Iteration 71Q: 3 clusters Score -2368366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2368370.500000 Penalty: 3201.398193
	Iteration 72Q: 3 clusters Score -2368370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -2368375.500000 Penalty: 3201.398193
	Iteration 73Q: 3 clusters Score -2368376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2368382.250000 Penalty: 3201.398193
	Iteration 74Q: 3 clusters Score -2368382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2368383.250000 Penalty: 3201.398193
	Iteration 75Q: 3 clusters Score -2368383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2368384.750000 Penalty: 3201.398193
	Iteration 76Q: 3 clusters Score -2368385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2368388.500000 Penalty: 3201.398193
	Iteration 77Q: 3 clusters Score -2368388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2368381.000000 Penalty: 3201.398193
	Iteration 78Q: 3 clusters Score -2368381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2368381.750000 Penalty: 3201.398193
	Iteration 79Q: 3 clusters Score -2368382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2368381.750000 Penalty: 3201.398193
	Iteration 80F: 3 clusters Score -2368382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2368386.500000 Penalty: 3201.398193
	Iteration 81Q: 3 clusters Score -2368386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2368388.000000 Penalty: 3201.398193
	Iteration 82Q: 3 clusters Score -2368388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2368387.750000 Penalty: 3201.398193
	Iteration 83Q: 3 clusters Score -2368388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2368385.750000 Penalty: 3201.398193
	Iteration 84Q: 3 clusters Score -2368386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2368387.500000 Penalty: 3201.398193
	Iteration 85Q: 3 clusters Score -2368388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2368387.500000 Penalty: 3201.398193
	Iteration 86Q: 3 clusters Score -2368388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2368390.250000 Penalty: 3201.398193
	Iteration 87Q: 3 clusters Score -2368390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2368388.000000 Penalty: 3201.398193
	Iteration 88Q: 3 clusters Score -2368388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2368389.500000 Penalty: 3201.398193
	Iteration 89Q: 3 clusters Score -2368390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2368389.500000 Penalty: 3201.398193
	Iteration 90Q: 3 clusters Score -2368390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2368391.250000 Penalty: 3201.398193
	Iteration 91Q: 3 clusters Score -2368391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2368395.250000 Penalty: 3201.398193
	Iteration 92Q: 3 clusters Score -2368395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2368392.500000 Penalty: 3201.398193
	Iteration 93Q: 3 clusters Score -2368392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2368391.750000 Penalty: 3201.398193
	Iteration 94Q: 3 clusters Score -2368392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2368388.250000 Penalty: 3201.398193
	Iteration 95Q: 3 clusters Score -2368388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2368388.500000 Penalty: 3201.398193
	Iteration 96Q: 3 clusters Score -2368388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2368387.250000 Penalty: 3201.398193
	Iteration 97Q: 3 clusters Score -2368387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2368389.500000 Penalty: 3201.398193
	Iteration 98Q: 3 clusters Score -2368390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2368392.000000 Penalty: 3201.398193
	Iteration 99Q: 3 clusters Score -2368392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2368393.250000 Penalty: 3201.398193
	Iteration 100F: 3 clusters Score -2368393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2368395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2368394.750000 Penalty: 3201.398193
	Iteration 102F: 3 clusters Score -2368395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -34922.824219 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -34922.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34052.304688 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -34052.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34183.769531 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -34183.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34224.230469 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -34224.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34255.179688 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -34255.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34277.031250 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -34277.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34279.792969 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -34279.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34297.863281 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -34297.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34321.488281 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -34321.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34348.273438 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -34348.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34362.527344 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -34362.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34373.250000 Penalty: 1888.620850
	Iteration 10Q: 3 clusters Score -34373.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34373.250000 Penalty: 1888.620850
	Iteration 11F: 3 clusters Score -34373.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Entering Unmasked Estep 
Score: -913160.500000 Penalty: 1444.937622
	Iteration 0F: 2 clusters Score -913160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -907703.062500 Penalty: 2889.875244
	Iteration 0F: 3 clusters Score -907703.1 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -909385.500000 Penalty: 2889.875244
	Iteration 1F: 3 clusters Score -909385.5 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -909697.312500 Penalty: 2889.875244
	Iteration 2F: 3 clusters Score -909697.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -909994.687500 Penalty: 2889.875244
	Iteration 3F: 3 clusters Score -909994.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -910341.562500 Penalty: 2889.875244
	Iteration 4F: 3 clusters Score -910341.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -910658.187500 Penalty: 2889.875244
	Iteration 5F: 3 clusters Score -910658.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -910952.437500 Penalty: 2889.875244
	Iteration 6F: 3 clusters Score -910952.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -911221.250000 Penalty: 2889.875244
	Iteration 7Q: 3 clusters Score -911221.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -911459.750000 Penalty: 2889.875244
	Iteration 8Q: 3 clusters Score -911459.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -911638.250000 Penalty: 2889.875244
	Iteration 9Q: 3 clusters Score -911638.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -911802.562500 Penalty: 2889.875244
	Iteration 10Q: 3 clusters Score -911802.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -911933.000000 Penalty: 2889.875244
	Iteration 11Q: 3 clusters Score -911933 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -912009.812500 Penalty: 2889.875244
	Iteration 12Q: 3 clusters Score -912009.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -912072.437500 Penalty: 2889.875244
	Iteration 13Q: 3 clusters Score -912072.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -912124.250000 Penalty: 2889.875244
	Iteration 14Q: 3 clusters Score -912124.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -912165.187500 Penalty: 2889.875244
	Iteration 15Q: 3 clusters Score -912165.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -912194.687500 Penalty: 2889.875244
	Iteration 16Q: 3 clusters Score -912194.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -912204.312500 Penalty: 2889.875244
	Iteration 17Q: 3 clusters Score -912204.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -912216.437500 Penalty: 2889.875244
	Iteration 18Q: 3 clusters Score -912216.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -912221.312500 Penalty: 2889.875244
	Iteration 19Q: 3 clusters Score -912221.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -912222.000000 Penalty: 2889.875244
	Iteration 20F: 3 clusters Score -912222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -912226.375000 Penalty: 2889.875244
	Iteration 21Q: 3 clusters Score -912226.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -912227.000000 Penalty: 2889.875244
	Iteration 22Q: 3 clusters Score -912227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -912234.062500 Penalty: 2889.875244
	Iteration 23Q: 3 clusters Score -912234.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -912236.687500 Penalty: 2889.875244
	Iteration 24Q: 3 clusters Score -912236.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -912239.000000 Penalty: 2889.875244
	Iteration 25Q: 3 clusters Score -912239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -912241.375000 Penalty: 2889.875244
	Iteration 26Q: 3 clusters Score -912241.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -912242.375000 Penalty: 2889.875244
	Iteration 27Q: 3 clusters Score -912242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -912240.562500 Penalty: 2889.875244
	Iteration 28Q: 3 clusters Score -912240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -912241.625000 Penalty: 2889.875244
	Iteration 29Q: 3 clusters Score -912241.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -912242.625000 Penalty: 2889.875244
	Iteration 30Q: 3 clusters Score -912242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -912247.000000 Penalty: 2889.875244
	Iteration 31Q: 3 clusters Score -912247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -912251.750000 Penalty: 2889.875244
	Iteration 32Q: 3 clusters Score -912251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -912256.125000 Penalty: 2889.875244
	Iteration 33Q: 3 clusters Score -912256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -912259.500000 Penalty: 2889.875244
	Iteration 34Q: 3 clusters Score -912259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -912261.312500 Penalty: 2889.875244
	Iteration 35Q: 3 clusters Score -912261.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -912263.375000 Penalty: 2889.875244
	Iteration 36Q: 3 clusters Score -912263.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -912263.625000 Penalty: 2889.875244
	Iteration 37Q: 3 clusters Score -912263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -912266.625000 Penalty: 2889.875244
	Iteration 38Q: 3 clusters Score -912266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -912267.437500 Penalty: 2889.875244
	Iteration 39Q: 3 clusters Score -912267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -912269.187500 Penalty: 2889.875244
	Iteration 40F: 3 clusters Score -912269.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -912272.125000 Penalty: 2889.875244
	Iteration 41Q: 3 clusters Score -912272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -912275.125000 Penalty: 2889.875244
	Iteration 42Q: 3 clusters Score -912275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -912272.500000 Penalty: 2889.875244
	Iteration 43Q: 3 clusters Score -912272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -912274.250000 Penalty: 2889.875244
	Iteration 44Q: 3 clusters Score -912274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -912273.625000 Penalty: 2889.875244
	Iteration 45Q: 3 clusters Score -912273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -912275.687500 Penalty: 2889.875244
	Iteration 46Q: 3 clusters Score -912275.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -912276.687500 Penalty: 2889.875244
	Iteration 47Q: 3 clusters Score -912276.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -912275.500000 Penalty: 2889.875244
	Iteration 48Q: 3 clusters Score -912275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -912274.937500 Penalty: 2889.875244
	Iteration 49Q: 3 clusters Score -912274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -912275.625000 Penalty: 2889.875244
	Iteration 50Q: 3 clusters Score -912275.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -912275.625000 Penalty: 2889.875244
	Iteration 51F: 3 clusters Score -912275.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Entering Unmasked Estep 
Score: -3739032.750000 Penalty: 1672.913818
	Iteration 0F: 2 clusters Score -3739033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3719073.750000 Penalty: 3345.827637
	Iteration 0F: 3 clusters Score -3719074 nChanged 13644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3726787.250000 Penalty: 3345.827637
	Iteration 1F: 3 clusters Score -3726787 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3727361.500000 Penalty: 3345.827637
	Iteration 2Q: 3 clusters Score -3727362 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3727980.500000 Penalty: 3345.827637
	Iteration 3F: 3 clusters Score -3727980 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -3728740.750000 Penalty: 3345.827637
	Iteration 4F: 3 clusters Score -3728741 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3729766.750000 Penalty: 3345.827637
	Iteration 5F: 3 clusters Score -3729767 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3731055.750000 Penalty: 3345.827637
	Iteration 6F: 3 clusters Score -3731056 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3732640.250000 Penalty: 3345.827637
	Iteration 7F: 3 clusters Score -3732640 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3734237.750000 Penalty: 3345.827637
	Iteration 8F: 3 clusters Score -3734238 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3735585.000000 Penalty: 3345.827637
	Iteration 9F: 3 clusters Score -3735585 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3736500.750000 Penalty: 3345.827637
	Iteration 10Q: 3 clusters Score -3736501 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3737029.000000 Penalty: 3345.827637
	Iteration 11Q: 3 clusters Score -3737029 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3737301.750000 Penalty: 3345.827637
	Iteration 12Q: 3 clusters Score -3737302 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3737453.250000 Penalty: 3345.827637
	Iteration 13Q: 3 clusters Score -3737453 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3737549.500000 Penalty: 3345.827637
	Iteration 14Q: 3 clusters Score -3737550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3737619.000000 Penalty: 3345.827637
	Iteration 15Q: 3 clusters Score -3737619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3737660.500000 Penalty: 3345.827637
	Iteration 16Q: 3 clusters Score -3737660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3737680.500000 Penalty: 3345.827637
	Iteration 17Q: 3 clusters Score -3737680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3737706.000000 Penalty: 3345.827637
	Iteration 18Q: 3 clusters Score -3737706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3737715.750000 Penalty: 3345.827637
	Iteration 19Q: 3 clusters Score -3737716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3737726.500000 Penalty: 3345.827637
	Iteration 20F: 3 clusters Score -3737726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3737735.500000 Penalty: 3345.827637
	Iteration 21Q: 3 clusters Score -3737736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3737741.000000 Penalty: 3345.827637
	Iteration 22Q: 3 clusters Score -3737741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3737739.250000 Penalty: 3345.827637
	Iteration 23Q: 3 clusters Score -3737739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3737745.250000 Penalty: 3345.827637
	Iteration 24Q: 3 clusters Score -3737745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3737752.000000 Penalty: 3345.827637
	Iteration 25Q: 3 clusters Score -3737752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3737752.000000 Penalty: 3345.827637
	Iteration 26Q: 3 clusters Score -3737752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3737750.750000 Penalty: 3345.827637
	Iteration 27Q: 3 clusters Score -3737751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3737750.750000 Penalty: 3345.827637
	Iteration 28F: 3 clusters Score -3737751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -141324.875000 Penalty: 1156.677612
	Iteration 0F: 2 clusters Score -141324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139724.078125 Penalty: 2313.355225
	Iteration 0F: 3 clusters Score -139724.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140018.187500 Penalty: 2313.355225
	Iteration 1F: 3 clusters Score -140018.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -140105.984375 Penalty: 2313.355225
	Iteration 2F: 3 clusters Score -140106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -140139.531250 Penalty: 2313.355225
	Iteration 3Q: 3 clusters Score -140139.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140168.031250 Penalty: 2313.355225
	Iteration 4Q: 3 clusters Score -140168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -140181.234375 Penalty: 2313.355225
	Iteration 5Q: 3 clusters Score -140181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -140197.468750 Penalty: 2313.355225
	Iteration 6Q: 3 clusters Score -140197.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -140213.921875 Penalty: 2313.355225
	Iteration 7Q: 3 clusters Score -140213.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140232.484375 Penalty: 2313.355225
	Iteration 8Q: 3 clusters Score -140232.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -140246.765625 Penalty: 2313.355225
	Iteration 9Q: 3 clusters Score -140246.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140257.046875 Penalty: 2313.355225
	Iteration 10Q: 3 clusters Score -140257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140263.484375 Penalty: 2313.355225
	Iteration 11Q: 3 clusters Score -140263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140265.078125 Penalty: 2313.355225
	Iteration 12Q: 3 clusters Score -140265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140266.328125 Penalty: 2313.355225
	Iteration 13Q: 3 clusters Score -140266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -140267.875000 Penalty: 2313.355225
	Iteration 14Q: 3 clusters Score -140267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140269.765625 Penalty: 2313.355225
	Iteration 15Q: 3 clusters Score -140269.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140270.640625 Penalty: 2313.355225
	Iteration 16Q: 3 clusters Score -140270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -140270.640625 Penalty: 2313.355225
	Iteration 17F: 3 clusters Score -140270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1270335.000000 Penalty: 1499.451538
	Iteration 0F: 2 clusters Score -1270335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1263027.000000 Penalty: 2998.903076
	Iteration 0F: 3 clusters Score -1263027 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1265454.250000 Penalty: 2998.903076
	Iteration 1F: 3 clusters Score -1265454 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1265739.250000 Penalty: 2998.903076
	Iteration 2F: 3 clusters Score -1265739 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1266009.625000 Penalty: 2998.903076
	Iteration 3F: 3 clusters Score -1266010 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1266245.250000 Penalty: 2998.903076
	Iteration 4Q: 3 clusters Score -1266245 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1266497.500000 Penalty: 2998.903076
	Iteration 5Q: 3 clusters Score -1266498 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1266773.625000 Penalty: 2998.903076
	Iteration 6Q: 3 clusters Score -1266774 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1267066.375000 Penalty: 2998.903076
	Iteration 7Q: 3 clusters Score -1267066 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1267379.875000 Penalty: 2998.903076
	Iteration 8Q: 3 clusters Score -1267380 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1267731.125000 Penalty: 2998.903076
	Iteration 9Q: 3 clusters Score -1267731 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1268063.500000 Penalty: 2998.903076
	Iteration 10Q: 3 clusters Score -1268064 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1268342.375000 Penalty: 2998.903076
	Iteration 11Q: 3 clusters Score -1268342 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1268608.125000 Penalty: 2998.903076
	Iteration 12Q: 3 clusters Score -1268608 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1268853.250000 Penalty: 2998.903076
	Iteration 13Q: 3 clusters Score -1268853 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1269049.000000 Penalty: 2998.903076
	Iteration 14Q: 3 clusters Score -1269049 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1269228.000000 Penalty: 2998.903076
	Iteration 15Q: 3 clusters Score -1269228 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1269381.875000 Penalty: 2998.903076
	Iteration 16Q: 3 clusters Score -1269382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1269519.000000 Penalty: 2998.903076
	Iteration 17Q: 3 clusters Score -1269519 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1269647.500000 Penalty: 2998.903076
	Iteration 18Q: 3 clusters Score -1269648 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1269744.875000 Penalty: 2998.903076
	Iteration 19Q: 3 clusters Score -1269745 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1269809.125000 Penalty: 2998.903076
	Iteration 20F: 3 clusters Score -1269809 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1269851.750000 Penalty: 2998.903076
	Iteration 21Q: 3 clusters Score -1269852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1269887.375000 Penalty: 2998.903076
	Iteration 22Q: 3 clusters Score -1269887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1269907.750000 Penalty: 2998.903076
	Iteration 23Q: 3 clusters Score -1269908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1269924.750000 Penalty: 2998.903076
	Iteration 24Q: 3 clusters Score -1269925 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1269941.250000 Penalty: 2998.903076
	Iteration 25Q: 3 clusters Score -1269941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1269940.375000 Penalty: 2998.903076
	Iteration 26Q: 3 clusters Score -1269940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1269947.125000 Penalty: 2998.903076
	Iteration 27Q: 3 clusters Score -1269947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1269949.625000 Penalty: 2998.903076
	Iteration 28Q: 3 clusters Score -1269950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1269952.875000 Penalty: 2998.903076
	Iteration 29Q: 3 clusters Score -1269953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1269956.250000 Penalty: 2998.903076
	Iteration 30Q: 3 clusters Score -1269956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1269958.750000 Penalty: 2998.903076
	Iteration 31Q: 3 clusters Score -1269959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1269963.250000 Penalty: 2998.903076
	Iteration 32Q: 3 clusters Score -1269963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1269966.750000 Penalty: 2998.903076
	Iteration 33Q: 3 clusters Score -1269967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1269965.000000 Penalty: 2998.903076
	Iteration 34Q: 3 clusters Score -1269965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1269965.375000 Penalty: 2998.903076
	Iteration 35Q: 3 clusters Score -1269965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1269971.750000 Penalty: 2998.903076
	Iteration 36Q: 3 clusters Score -1269972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1269971.000000 Penalty: 2998.903076
	Iteration 37Q: 3 clusters Score -1269971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1269970.250000 Penalty: 2998.903076
	Iteration 38Q: 3 clusters Score -1269970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1269969.750000 Penalty: 2998.903076
	Iteration 39Q: 3 clusters Score -1269970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1269972.000000 Penalty: 2998.903076
	Iteration 40F: 3 clusters Score -1269972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -137353.218750 Penalty: 1139.322266
	Iteration 0F: 2 clusters Score -137353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135837.515625 Penalty: 2278.644531
	Iteration 0F: 3 clusters Score -135837.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -136148.515625 Penalty: 2278.644531
	Iteration 1F: 3 clusters Score -136148.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -136264.843750 Penalty: 2278.644531
	Iteration 2F: 3 clusters Score -136264.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -136334.375000 Penalty: 2278.644531
	Iteration 3F: 3 clusters Score -136334.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136374.218750 Penalty: 2278.644531
	Iteration 4Q: 3 clusters Score -136374.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136402.953125 Penalty: 2278.644531
	Iteration 5Q: 3 clusters Score -136403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136431.687500 Penalty: 2278.644531
	Iteration 6Q: 3 clusters Score -136431.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136450.203125 Penalty: 2278.644531
	Iteration 7Q: 3 clusters Score -136450.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -136461.031250 Penalty: 2278.644531
	Iteration 8Q: 3 clusters Score -136461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -136470.578125 Penalty: 2278.644531
	Iteration 9Q: 3 clusters Score -136470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -136478.937500 Penalty: 2278.644531
	Iteration 10Q: 3 clusters Score -136478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -136481.187500 Penalty: 2278.644531
	Iteration 11Q: 3 clusters Score -136481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -136486.109375 Penalty: 2278.644531
	Iteration 12Q: 3 clusters Score -136486.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -136493.593750 Penalty: 2278.644531
	Iteration 13Q: 3 clusters Score -136493.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -136502.156250 Penalty: 2278.644531
	Iteration 14Q: 3 clusters Score -136502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136504.171875 Penalty: 2278.644531
	Iteration 15Q: 3 clusters Score -136504.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136504.171875 Penalty: 2278.644531
	Iteration 16F: 3 clusters Score -136504.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Entering Unmasked Estep 
Score: -1578756.125000 Penalty: 1533.084106
	Iteration 0F: 2 clusters Score -1578756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1570049.125000 Penalty: 3066.168213
	Iteration 0F: 3 clusters Score -1570049 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1572925.125000 Penalty: 3066.168213
	Iteration 1F: 3 clusters Score -1572925 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1573269.500000 Penalty: 3066.168213
	Iteration 2F: 3 clusters Score -1573270 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1573606.125000 Penalty: 3066.168213
	Iteration 3F: 3 clusters Score -1573606 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1573948.875000 Penalty: 3066.168213
	Iteration 4F: 3 clusters Score -1573949 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1574264.625000 Penalty: 3066.168213
	Iteration 5Q: 3 clusters Score -1574265 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1574546.750000 Penalty: 3066.168213
	Iteration 6Q: 3 clusters Score -1574547 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1574834.000000 Penalty: 3066.168213
	Iteration 7Q: 3 clusters Score -1574834 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1575105.500000 Penalty: 3066.168213
	Iteration 8Q: 3 clusters Score -1575106 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1575373.875000 Penalty: 3066.168213
	Iteration 9Q: 3 clusters Score -1575374 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1575657.625000 Penalty: 3066.168213
	Iteration 10Q: 3 clusters Score -1575658 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1575938.000000 Penalty: 3066.168213
	Iteration 11Q: 3 clusters Score -1575938 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1576188.750000 Penalty: 3066.168213
	Iteration 12Q: 3 clusters Score -1576189 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1576367.125000 Penalty: 3066.168213
	Iteration 13Q: 3 clusters Score -1576367 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1576519.375000 Penalty: 3066.168213
	Iteration 14Q: 3 clusters Score -1576519 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1576673.125000 Penalty: 3066.168213
	Iteration 15Q: 3 clusters Score -1576673 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1576809.375000 Penalty: 3066.168213
	Iteration 16Q: 3 clusters Score -1576809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1576956.875000 Penalty: 3066.168213
	Iteration 17Q: 3 clusters Score -1576957 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1577063.750000 Penalty: 3066.168213
	Iteration 18Q: 3 clusters Score -1577064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1577151.250000 Penalty: 3066.168213
	Iteration 19Q: 3 clusters Score -1577151 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1577218.625000 Penalty: 3066.168213
	Iteration 20F: 3 clusters Score -1577219 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1577273.500000 Penalty: 3066.168213
	Iteration 21Q: 3 clusters Score -1577274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1577311.000000 Penalty: 3066.168213
	Iteration 22Q: 3 clusters Score -1577311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1577333.625000 Penalty: 3066.168213
	Iteration 23Q: 3 clusters Score -1577334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1577362.625000 Penalty: 3066.168213
	Iteration 24Q: 3 clusters Score -1577363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -1577387.875000 Penalty: 3066.168213
	Iteration 25Q: 3 clusters Score -1577388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1577401.125000 Penalty: 3066.168213
	Iteration 26Q: 3 clusters Score -1577401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1577413.500000 Penalty: 3066.168213
	Iteration 27Q: 3 clusters Score -1577414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1577427.500000 Penalty: 3066.168213
	Iteration 28Q: 3 clusters Score -1577428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1577439.375000 Penalty: 3066.168213
	Iteration 29Q: 3 clusters Score -1577439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1577446.875000 Penalty: 3066.168213
	Iteration 30Q: 3 clusters Score -1577447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1577450.750000 Penalty: 3066.168213
	Iteration 31Q: 3 clusters Score -1577451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1577457.750000 Penalty: 3066.168213
	Iteration 32Q: 3 clusters Score -1577458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1577463.875000 Penalty: 3066.168213
	Iteration 33Q: 3 clusters Score -1577464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1577470.125000 Penalty: 3066.168213
	Iteration 34Q: 3 clusters Score -1577470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1577470.500000 Penalty: 3066.168213
	Iteration 35Q: 3 clusters Score -1577470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1577473.000000 Penalty: 3066.168213
	Iteration 36Q: 3 clusters Score -1577473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1577474.625000 Penalty: 3066.168213
	Iteration 37Q: 3 clusters Score -1577475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1577478.875000 Penalty: 3066.168213
	Iteration 38Q: 3 clusters Score -1577479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1577477.375000 Penalty: 3066.168213
	Iteration 39Q: 3 clusters Score -1577477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1577477.500000 Penalty: 3066.168213
	Iteration 40F: 3 clusters Score -1577478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1577479.250000 Penalty: 3066.168213
	Iteration 41Q: 3 clusters Score -1577479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1577478.875000 Penalty: 3066.168213
	Iteration 42Q: 3 clusters Score -1577479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1577481.000000 Penalty: 3066.168213
	Iteration 43Q: 3 clusters Score -1577481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1577484.625000 Penalty: 3066.168213
	Iteration 44Q: 3 clusters Score -1577485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1577489.125000 Penalty: 3066.168213
	Iteration 45Q: 3 clusters Score -1577489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1577486.625000 Penalty: 3066.168213
	Iteration 46Q: 3 clusters Score -1577487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1577486.625000 Penalty: 3066.168213
	Iteration 47F: 3 clusters Score -1577487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -238888.593750 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -238888.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236801.625000 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -236801.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -237269.921875 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -237269.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -237359.906250 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -237359.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -237420.828125 Penalty: 2472.237549
	Iteration 3Q: 3 clusters Score -237420.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -237471.640625 Penalty: 2472.237549
	Iteration 4Q: 3 clusters Score -237471.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -237498.921875 Penalty: 2472.237549
	Iteration 5Q: 3 clusters Score -237498.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -237517.281250 Penalty: 2472.237549
	Iteration 6Q: 3 clusters Score -237517.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -237533.937500 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -237533.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -237547.015625 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -237547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -237559.906250 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -237559.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -237571.812500 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -237571.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237580.421875 Penalty: 2472.237549
	Iteration 11Q: 3 clusters Score -237580.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237589.312500 Penalty: 2472.237549
	Iteration 12Q: 3 clusters Score -237589.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -237602.640625 Penalty: 2472.237549
	Iteration 13Q: 3 clusters Score -237602.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -237614.046875 Penalty: 2472.237549
	Iteration 14Q: 3 clusters Score -237614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -237619.875000 Penalty: 2472.237549
	Iteration 15Q: 3 clusters Score -237619.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -237629.812500 Penalty: 2472.237549
	Iteration 16Q: 3 clusters Score -237629.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -237638.828125 Penalty: 2472.237549
	Iteration 17Q: 3 clusters Score -237638.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -237650.531250 Penalty: 2472.237549
	Iteration 18Q: 3 clusters Score -237650.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -237662.062500 Penalty: 2472.237549
	Iteration 19Q: 3 clusters Score -237662.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -237670.515625 Penalty: 2472.237549
	Iteration 20F: 3 clusters Score -237670.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -237679.437500 Penalty: 2472.237549
	Iteration 21Q: 3 clusters Score -237679.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -237695.750000 Penalty: 2472.237549
	Iteration 22Q: 3 clusters Score -237695.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -237722.765625 Penalty: 2472.237549
	Iteration 23Q: 3 clusters Score -237722.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237739.859375 Penalty: 2472.237549
	Iteration 24Q: 3 clusters Score -237739.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -237755.156250 Penalty: 2472.237549
	Iteration 25Q: 3 clusters Score -237755.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -237769.812500 Penalty: 2472.237549
	Iteration 26Q: 3 clusters Score -237769.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -237786.859375 Penalty: 2472.237549
	Iteration 27Q: 3 clusters Score -237786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -237802.671875 Penalty: 2472.237549
	Iteration 28Q: 3 clusters Score -237802.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -237819.828125 Penalty: 2472.237549
	Iteration 29Q: 3 clusters Score -237819.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -237841.937500 Penalty: 2472.237549
	Iteration 30Q: 3 clusters Score -237841.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -237858.921875 Penalty: 2472.237549
	Iteration 31Q: 3 clusters Score -237858.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -237882.546875 Penalty: 2472.237549
	Iteration 32Q: 3 clusters Score -237882.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -237902.453125 Penalty: 2472.237549
	Iteration 33Q: 3 clusters Score -237902.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -237916.484375 Penalty: 2472.237549
	Iteration 34Q: 3 clusters Score -237916.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -237922.546875 Penalty: 2472.237549
	Iteration 35Q: 3 clusters Score -237922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -237925.937500 Penalty: 2472.237549
	Iteration 36Q: 3 clusters Score -237925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -237929.218750 Penalty: 2472.237549
	Iteration 37Q: 3 clusters Score -237929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -237935.500000 Penalty: 2472.237549
	Iteration 38Q: 3 clusters Score -237935.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237947.187500 Penalty: 2472.237549
	Iteration 39Q: 3 clusters Score -237947.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -237959.281250 Penalty: 2472.237549
	Iteration 40F: 3 clusters Score -237959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -237966.750000 Penalty: 2472.237549
	Iteration 41Q: 3 clusters Score -237966.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -237974.859375 Penalty: 2472.237549
	Iteration 42Q: 3 clusters Score -237974.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -237982.859375 Penalty: 2472.237549
	Iteration 43Q: 3 clusters Score -237982.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -237989.234375 Penalty: 2472.237549
	Iteration 44Q: 3 clusters Score -237989.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -237997.953125 Penalty: 2472.237549
	Iteration 45Q: 3 clusters Score -237998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -238005.031250 Penalty: 2472.237549
	Iteration 46Q: 3 clusters Score -238005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -238014.171875 Penalty: 2472.237549
	Iteration 47Q: 3 clusters Score -238014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -238023.531250 Penalty: 2472.237549
	Iteration 48Q: 3 clusters Score -238023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -238030.343750 Penalty: 2472.237549
	Iteration 49Q: 3 clusters Score -238030.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -238044.140625 Penalty: 2472.237549
	Iteration 50Q: 3 clusters Score -238044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -238053.312500 Penalty: 2472.237549
	Iteration 51Q: 3 clusters Score -238053.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -238062.562500 Penalty: 2472.237549
	Iteration 52Q: 3 clusters Score -238062.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -238073.734375 Penalty: 2472.237549
	Iteration 53Q: 3 clusters Score -238073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -238077.250000 Penalty: 2472.237549
	Iteration 54Q: 3 clusters Score -238077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -238082.140625 Penalty: 2472.237549
	Iteration 55Q: 3 clusters Score -238082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -238084.250000 Penalty: 2472.237549
	Iteration 56Q: 3 clusters Score -238084.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -238086.968750 Penalty: 2472.237549
	Iteration 57Q: 3 clusters Score -238087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -238087.078125 Penalty: 2472.237549
	Iteration 58Q: 3 clusters Score -238087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -238087.078125 Penalty: 2472.237549
	Iteration 59F: 3 clusters Score -238087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Entering Unmasked Estep 
Score: -2385711.750000 Penalty: 1595.776001
	Iteration 0F: 2 clusters Score -2385712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2373048.250000 Penalty: 3191.552002
	Iteration 0F: 3 clusters Score -2373048 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2377552.750000 Penalty: 3191.552002
	Iteration 1F: 3 clusters Score -2377553 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2377925.000000 Penalty: 3191.552002
	Iteration 2F: 3 clusters Score -2377925 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2378221.750000 Penalty: 3191.552002
	Iteration 3Q: 3 clusters Score -2378222 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2378503.250000 Penalty: 3191.552002
	Iteration 4Q: 3 clusters Score -2378503 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2378801.250000 Penalty: 3191.552002
	Iteration 5Q: 3 clusters Score -2378801 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2379137.750000 Penalty: 3191.552002
	Iteration 6Q: 3 clusters Score -2379138 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2379526.000000 Penalty: 3191.552002
	Iteration 7Q: 3 clusters Score -2379526 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2380013.750000 Penalty: 3191.552002
	Iteration 8Q: 3 clusters Score -2380014 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2380509.750000 Penalty: 3191.552002
	Iteration 9Q: 3 clusters Score -2380510 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2380983.500000 Penalty: 3191.552002
	Iteration 10Q: 3 clusters Score -2380984 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2381352.500000 Penalty: 3191.552002
	Iteration 11Q: 3 clusters Score -2381352 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2381605.500000 Penalty: 3191.552002
	Iteration 12Q: 3 clusters Score -2381606 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2381759.750000 Penalty: 3191.552002
	Iteration 13Q: 3 clusters Score -2381760 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2381874.750000 Penalty: 3191.552002
	Iteration 14Q: 3 clusters Score -2381875 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2381973.500000 Penalty: 3191.552002
	Iteration 15Q: 3 clusters Score -2381974 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2382072.250000 Penalty: 3191.552002
	Iteration 16Q: 3 clusters Score -2382072 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2382173.500000 Penalty: 3191.552002
	Iteration 17Q: 3 clusters Score -2382174 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2382291.250000 Penalty: 3191.552002
	Iteration 18Q: 3 clusters Score -2382291 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2382413.000000 Penalty: 3191.552002
	Iteration 19Q: 3 clusters Score -2382413 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2382560.250000 Penalty: 3191.552002
	Iteration 20F: 3 clusters Score -2382560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2382708.250000 Penalty: 3191.552002
	Iteration 21Q: 3 clusters Score -2382708 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2382849.500000 Penalty: 3191.552002
	Iteration 22Q: 3 clusters Score -2382850 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2383000.000000 Penalty: 3191.552002
	Iteration 23Q: 3 clusters Score -2383000 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2383158.500000 Penalty: 3191.552002
	Iteration 24Q: 3 clusters Score -2383158 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2383299.750000 Penalty: 3191.552002
	Iteration 25Q: 3 clusters Score -2383300 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2383416.750000 Penalty: 3191.552002
	Iteration 26Q: 3 clusters Score -2383417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2383532.000000 Penalty: 3191.552002
	Iteration 27Q: 3 clusters Score -2383532 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2383661.500000 Penalty: 3191.552002
	Iteration 28Q: 3 clusters Score -2383662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2383795.500000 Penalty: 3191.552002
	Iteration 29Q: 3 clusters Score -2383796 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2383890.500000 Penalty: 3191.552002
	Iteration 30Q: 3 clusters Score -2383890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2383967.750000 Penalty: 3191.552002
	Iteration 31Q: 3 clusters Score -2383968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2384055.000000 Penalty: 3191.552002
	Iteration 32Q: 3 clusters Score -2384055 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2384128.000000 Penalty: 3191.552002
	Iteration 33Q: 3 clusters Score -2384128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2384171.750000 Penalty: 3191.552002
	Iteration 34Q: 3 clusters Score -2384172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2384199.500000 Penalty: 3191.552002
	Iteration 35Q: 3 clusters Score -2384200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2384227.250000 Penalty: 3191.552002
	Iteration 36Q: 3 clusters Score -2384227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2384255.500000 Penalty: 3191.552002
	Iteration 37Q: 3 clusters Score -2384256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2384263.750000 Penalty: 3191.552002
	Iteration 38Q: 3 clusters Score -2384264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2384278.250000 Penalty: 3191.552002
	Iteration 39Q: 3 clusters Score -2384278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2384289.000000 Penalty: 3191.552002
	Iteration 40F: 3 clusters Score -2384289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2384295.250000 Penalty: 3191.552002
	Iteration 41Q: 3 clusters Score -2384295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2384306.500000 Penalty: 3191.552002
	Iteration 42Q: 3 clusters Score -2384306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2384312.000000 Penalty: 3191.552002
	Iteration 43Q: 3 clusters Score -2384312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2384310.500000 Penalty: 3191.552002
	Iteration 44Q: 3 clusters Score -2384310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2384312.750000 Penalty: 3191.552002
	Iteration 45Q: 3 clusters Score -2384313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2384319.750000 Penalty: 3191.552002
	Iteration 46Q: 3 clusters Score -2384320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2384324.000000 Penalty: 3191.552002
	Iteration 47Q: 3 clusters Score -2384324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2384328.500000 Penalty: 3191.552002
	Iteration 48Q: 3 clusters Score -2384328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2384330.500000 Penalty: 3191.552002
	Iteration 49Q: 3 clusters Score -2384330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2384333.500000 Penalty: 3191.552002
	Iteration 50Q: 3 clusters Score -2384334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2384333.250000 Penalty: 3191.552002
	Iteration 51Q: 3 clusters Score -2384333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2384333.250000 Penalty: 3191.552002
	Iteration 52F: 3 clusters Score -2384333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Entering Unmasked Estep 
Score: -10787138.000000 Penalty: 1842.734497
	Iteration 0F: 2 clusters Score -1.078714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -10731166.000000 Penalty: 3685.468994
	Iteration 0F: 3 clusters Score -1.073117e+07 nChanged 40106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -10754215.000000 Penalty: 3685.468994
	Iteration 1F: 3 clusters Score -1.075422e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -10754873.000000 Penalty: 3685.468994
	Iteration 2Q: 3 clusters Score -1.075487e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -10755579.000000 Penalty: 3685.468994
	Iteration 3Q: 3 clusters Score -1.075558e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -10756549.000000 Penalty: 3685.468994
	Iteration 4Q: 3 clusters Score -1.075655e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -10757850.000000 Penalty: 3685.468994
	Iteration 5Q: 3 clusters Score -1.075785e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -10759761.000000 Penalty: 3685.468994
	Iteration 6Q: 3 clusters Score -1.075976e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -10762340.000000 Penalty: 3685.468994
	Iteration 7F: 3 clusters Score -1.076234e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -10765909.000000 Penalty: 3685.468994
	Iteration 8F: 3 clusters Score -1.076591e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -10770051.000000 Penalty: 3685.468994
	Iteration 9F: 3 clusters Score -1.077005e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -10773356.000000 Penalty: 3685.468994
	Iteration 10F: 3 clusters Score -1.077336e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -10775089.000000 Penalty: 3685.468994
	Iteration 11Q: 3 clusters Score -1.077509e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -10776234.000000 Penalty: 3685.468994
	Iteration 12Q: 3 clusters Score -1.077623e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -10777192.000000 Penalty: 3685.468994
	Iteration 13Q: 3 clusters Score -1.077719e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -10778139.000000 Penalty: 3685.468994
	Iteration 14Q: 3 clusters Score -1.077814e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -10778955.000000 Penalty: 3685.468994
	Iteration 15Q: 3 clusters Score -1.077896e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 60043 members 
Entering Unmasked Estep 
Score: -10779585.000000 Penalty: 3685.468994
	Iteration 16Q: 3 clusters Score -1.077958e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -10780113.000000 Penalty: 3685.468994
	Iteration 17Q: 3 clusters Score -1.078011e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -10780502.000000 Penalty: 3685.468994
	Iteration 18Q: 3 clusters Score -1.07805e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -10780924.000000 Penalty: 3685.468994
	Iteration 19Q: 3 clusters Score -1.078092e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -10781179.000000 Penalty: 3685.468994
	Iteration 20F: 3 clusters Score -1.078118e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -10781406.000000 Penalty: 3685.468994
	Iteration 21Q: 3 clusters Score -1.078141e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -10781517.000000 Penalty: 3685.468994
	Iteration 22Q: 3 clusters Score -1.078152e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -10781644.000000 Penalty: 3685.468994
	Iteration 23Q: 3 clusters Score -1.078164e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -10781697.000000 Penalty: 3685.468994
	Iteration 24Q: 3 clusters Score -1.07817e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -10781687.000000 Penalty: 3685.468994
	Iteration 25Q: 3 clusters Score -1.078169e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -10781742.000000 Penalty: 3685.468994
	Iteration 26Q: 3 clusters Score -1.078174e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -10781797.000000 Penalty: 3685.468994
	Iteration 27Q: 3 clusters Score -1.07818e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 59956 members 
Entering Unmasked Estep 
Score: -10781831.000000 Penalty: 3685.468994
	Iteration 28Q: 3 clusters Score -1.078183e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -10781814.000000 Penalty: 3685.468994
	Iteration 29Q: 3 clusters Score -1.078181e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -10781843.000000 Penalty: 3685.468994
	Iteration 30Q: 3 clusters Score -1.078184e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -10781854.000000 Penalty: 3685.468994
	Iteration 31Q: 3 clusters Score -1.078185e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -10781917.000000 Penalty: 3685.468994
	Iteration 32Q: 3 clusters Score -1.078192e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -10781927.000000 Penalty: 3685.468994
	Iteration 33Q: 3 clusters Score -1.078193e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -10781986.000000 Penalty: 3685.468994
	Iteration 34Q: 3 clusters Score -1.078199e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -10781996.000000 Penalty: 3685.468994
	Iteration 35Q: 3 clusters Score -1.0782e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -10782004.000000 Penalty: 3685.468994
	Iteration 36Q: 3 clusters Score -1.0782e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -10782011.000000 Penalty: 3685.468994
	Iteration 37Q: 3 clusters Score -1.078201e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -10781993.000000 Penalty: 3685.468994
	Iteration 38Q: 3 clusters Score -1.078199e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -10781988.000000 Penalty: 3685.468994
	Iteration 39Q: 3 clusters Score -1.078199e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -10782016.000000 Penalty: 3685.468994
	Iteration 40F: 3 clusters Score -1.078202e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -10782015.000000 Penalty: 3685.468994
	Iteration 41Q: 3 clusters Score -1.078202e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -10781991.000000 Penalty: 3685.468994
	Iteration 42Q: 3 clusters Score -1.078199e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -10782013.000000 Penalty: 3685.468994
	Iteration 43Q: 3 clusters Score -1.078201e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -10782005.000000 Penalty: 3685.468994
	Iteration 44Q: 3 clusters Score -1.0782e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -10782002.000000 Penalty: 3685.468994
	Iteration 45Q: 3 clusters Score -1.0782e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -10782023.000000 Penalty: 3685.468994
	Iteration 46Q: 3 clusters Score -1.078202e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -10782035.000000 Penalty: 3685.468994
	Iteration 47Q: 3 clusters Score -1.078204e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -10782048.000000 Penalty: 3685.468994
	Iteration 48Q: 3 clusters Score -1.078205e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -10782042.000000 Penalty: 3685.468994
	Iteration 49Q: 3 clusters Score -1.078204e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -10782065.000000 Penalty: 3685.468994
	Iteration 50Q: 3 clusters Score -1.078206e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -10782059.000000 Penalty: 3685.468994
	Iteration 51Q: 3 clusters Score -1.078206e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -10782062.000000 Penalty: 3685.468994
	Iteration 52Q: 3 clusters Score -1.078206e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -10782081.000000 Penalty: 3685.468994
	Iteration 53Q: 3 clusters Score -1.078208e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -10782085.000000 Penalty: 3685.468994
	Iteration 54Q: 3 clusters Score -1.078208e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -10782076.000000 Penalty: 3685.468994
	Iteration 55Q: 3 clusters Score -1.078208e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 55481 members 
Entering Unmasked Estep 
Score: -10782081.000000 Penalty: 3685.468994
	Iteration 56Q: 3 clusters Score -1.078208e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -10782105.000000 Penalty: 3685.468994
	Iteration 57Q: 3 clusters Score -1.07821e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -10782117.000000 Penalty: 3685.468994
	Iteration 58Q: 3 clusters Score -1.078212e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -10782171.000000 Penalty: 3685.468994
	Iteration 59Q: 3 clusters Score -1.078217e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -10782187.000000 Penalty: 3685.468994
	Iteration 60F: 3 clusters Score -1.078219e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -10782176.000000 Penalty: 3685.468994
	Iteration 61Q: 3 clusters Score -1.078218e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -10782209.000000 Penalty: 3685.468994
	Iteration 62Q: 3 clusters Score -1.078221e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 54177 members 
Entering Unmasked Estep 
Score: -10782230.000000 Penalty: 3685.468994
	Iteration 63Q: 3 clusters Score -1.078223e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -10782252.000000 Penalty: 3685.468994
	Iteration 64Q: 3 clusters Score -1.078225e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -10782262.000000 Penalty: 3685.468994
	Iteration 65Q: 3 clusters Score -1.078226e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -10782275.000000 Penalty: 3685.468994
	Iteration 66Q: 3 clusters Score -1.078228e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -10782311.000000 Penalty: 3685.468994
	Iteration 67Q: 3 clusters Score -1.078231e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -10782320.000000 Penalty: 3685.468994
	Iteration 68Q: 3 clusters Score -1.078232e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -10782329.000000 Penalty: 3685.468994
	Iteration 69Q: 3 clusters Score -1.078233e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -10782331.000000 Penalty: 3685.468994
	Iteration 70Q: 3 clusters Score -1.078233e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -10782352.000000 Penalty: 3685.468994
	Iteration 71Q: 3 clusters Score -1.078235e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -10782385.000000 Penalty: 3685.468994
	Iteration 72Q: 3 clusters Score -1.078238e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -10782385.000000 Penalty: 3685.468994
	Iteration 73Q: 3 clusters Score -1.078238e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -10782382.000000 Penalty: 3685.468994
	Iteration 74Q: 3 clusters Score -1.078238e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -10782419.000000 Penalty: 3685.468994
	Iteration 75Q: 3 clusters Score -1.078242e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -10782436.000000 Penalty: 3685.468994
	Iteration 76Q: 3 clusters Score -1.078244e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -10782448.000000 Penalty: 3685.468994
	Iteration 77Q: 3 clusters Score -1.078245e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -10782470.000000 Penalty: 3685.468994
	Iteration 78Q: 3 clusters Score -1.078247e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -10782529.000000 Penalty: 3685.468994
	Iteration 79Q: 3 clusters Score -1.078253e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -10782552.000000 Penalty: 3685.468994
	Iteration 80F: 3 clusters Score -1.078255e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -10782543.000000 Penalty: 3685.468994
	Iteration 81Q: 3 clusters Score -1.078254e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -10782559.000000 Penalty: 3685.468994
	Iteration 82Q: 3 clusters Score -1.078256e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -10782554.000000 Penalty: 3685.468994
	Iteration 83Q: 3 clusters Score -1.078255e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -10782542.000000 Penalty: 3685.468994
	Iteration 84Q: 3 clusters Score -1.078254e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -10782540.000000 Penalty: 3685.468994
	Iteration 85Q: 3 clusters Score -1.078254e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -10782545.000000 Penalty: 3685.468994
	Iteration 86Q: 3 clusters Score -1.078254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -10782552.000000 Penalty: 3685.468994
	Iteration 87Q: 3 clusters Score -1.078255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -10782550.000000 Penalty: 3685.468994
	Iteration 88Q: 3 clusters Score -1.078255e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -10782549.000000 Penalty: 3685.468994
	Iteration 89Q: 3 clusters Score -1.078255e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -10782570.000000 Penalty: 3685.468994
	Iteration 90Q: 3 clusters Score -1.078257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -10782558.000000 Penalty: 3685.468994
	Iteration 91Q: 3 clusters Score -1.078256e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -10782554.000000 Penalty: 3685.468994
	Iteration 92Q: 3 clusters Score -1.078255e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -10782561.000000 Penalty: 3685.468994
	Iteration 93Q: 3 clusters Score -1.078256e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -10782581.000000 Penalty: 3685.468994
	Iteration 94Q: 3 clusters Score -1.078258e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -10782575.000000 Penalty: 3685.468994
	Iteration 95Q: 3 clusters Score -1.078258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -10782569.000000 Penalty: 3685.468994
	Iteration 96Q: 3 clusters Score -1.078257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -10782564.000000 Penalty: 3685.468994
	Iteration 97Q: 3 clusters Score -1.078256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -10782582.000000 Penalty: 3685.468994
	Iteration 98Q: 3 clusters Score -1.078258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -10782588.000000 Penalty: 3685.468994
	Iteration 99Q: 3 clusters Score -1.078259e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -10782583.000000 Penalty: 3685.468994
	Iteration 100F: 3 clusters Score -1.078258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -10782583.000000 Penalty: 3685.468994
	Iteration 101Q: 3 clusters Score -1.078258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -10782577.000000 Penalty: 3685.468994
	Iteration 102Q: 3 clusters Score -1.078258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -10782581.000000 Penalty: 3685.468994
	Iteration 103Q: 3 clusters Score -1.078258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -10782577.000000 Penalty: 3685.468994
	Iteration 104Q: 3 clusters Score -1.078258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -10782582.000000 Penalty: 3685.468994
	Iteration 105Q: 3 clusters Score -1.078258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -10782592.000000 Penalty: 3685.468994
	Iteration 106Q: 3 clusters Score -1.078259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -10782576.000000 Penalty: 3685.468994
	Iteration 107Q: 3 clusters Score -1.078258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -10782573.000000 Penalty: 3685.468994
	Iteration 108Q: 3 clusters Score -1.078257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -10782573.000000 Penalty: 3685.468994
	Iteration 109Q: 3 clusters Score -1.078257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -10782571.000000 Penalty: 3685.468994
	Iteration 110Q: 3 clusters Score -1.078257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -10782577.000000 Penalty: 3685.468994
	Iteration 111Q: 3 clusters Score -1.078258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -10782571.000000 Penalty: 3685.468994
	Iteration 112Q: 3 clusters Score -1.078257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -10782574.000000 Penalty: 3685.468994
	Iteration 113Q: 3 clusters Score -1.078257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -10782574.000000 Penalty: 3685.468994
	Iteration 114F: 3 clusters Score -1.078257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Entering Unmasked Estep 
Score: -2715727.750000 Penalty: 1625.070312
	Iteration 0F: 2 clusters Score -2715728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2700768.500000 Penalty: 3250.140625
	Iteration 0F: 3 clusters Score -2700768 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2706325.500000 Penalty: 3250.140625
	Iteration 1F: 3 clusters Score -2706326 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2706673.500000 Penalty: 3250.140625
	Iteration 2Q: 3 clusters Score -2706674 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2707043.000000 Penalty: 3250.140625
	Iteration 3Q: 3 clusters Score -2707043 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2707388.500000 Penalty: 3250.140625
	Iteration 4Q: 3 clusters Score -2707388 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2707704.250000 Penalty: 3250.140625
	Iteration 5Q: 3 clusters Score -2707704 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2708070.000000 Penalty: 3250.140625
	Iteration 6Q: 3 clusters Score -2708070 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2708553.750000 Penalty: 3250.140625
	Iteration 7Q: 3 clusters Score -2708554 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2709185.500000 Penalty: 3250.140625
	Iteration 8Q: 3 clusters Score -2709186 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2710013.000000 Penalty: 3250.140625
	Iteration 9F: 3 clusters Score -2710013 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2711026.500000 Penalty: 3250.140625
	Iteration 10F: 3 clusters Score -2711026 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2712020.750000 Penalty: 3250.140625
	Iteration 11F: 3 clusters Score -2712021 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2712849.000000 Penalty: 3250.140625
	Iteration 12Q: 3 clusters Score -2712849 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2713420.000000 Penalty: 3250.140625
	Iteration 13Q: 3 clusters Score -2713420 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2713747.250000 Penalty: 3250.140625
	Iteration 14Q: 3 clusters Score -2713747 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2713932.500000 Penalty: 3250.140625
	Iteration 15Q: 3 clusters Score -2713932 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2714065.000000 Penalty: 3250.140625
	Iteration 16Q: 3 clusters Score -2714065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2714137.000000 Penalty: 3250.140625
	Iteration 17Q: 3 clusters Score -2714137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2714191.500000 Penalty: 3250.140625
	Iteration 18Q: 3 clusters Score -2714192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2714226.000000 Penalty: 3250.140625
	Iteration 19Q: 3 clusters Score -2714226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2714251.500000 Penalty: 3250.140625
	Iteration 20F: 3 clusters Score -2714252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2714266.000000 Penalty: 3250.140625
	Iteration 21Q: 3 clusters Score -2714266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2714287.250000 Penalty: 3250.140625
	Iteration 22Q: 3 clusters Score -2714287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2714304.000000 Penalty: 3250.140625
	Iteration 23Q: 3 clusters Score -2714304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2714318.000000 Penalty: 3250.140625
	Iteration 24Q: 3 clusters Score -2714318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2714323.750000 Penalty: 3250.140625
	Iteration 25Q: 3 clusters Score -2714324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2714324.750000 Penalty: 3250.140625
	Iteration 26Q: 3 clusters Score -2714325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2714325.500000 Penalty: 3250.140625
	Iteration 27Q: 3 clusters Score -2714326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2714332.250000 Penalty: 3250.140625
	Iteration 28Q: 3 clusters Score -2714332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2714332.500000 Penalty: 3250.140625
	Iteration 29Q: 3 clusters Score -2714332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2714335.250000 Penalty: 3250.140625
	Iteration 30Q: 3 clusters Score -2714335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2714338.250000 Penalty: 3250.140625
	Iteration 31Q: 3 clusters Score -2714338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2714343.500000 Penalty: 3250.140625
	Iteration 32Q: 3 clusters Score -2714344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2714347.750000 Penalty: 3250.140625
	Iteration 33Q: 3 clusters Score -2714348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2714347.750000 Penalty: 3250.140625
	Iteration 34Q: 3 clusters Score -2714348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2714350.250000 Penalty: 3250.140625
	Iteration 35Q: 3 clusters Score -2714350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2714351.250000 Penalty: 3250.140625
	Iteration 36Q: 3 clusters Score -2714351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2714351.250000 Penalty: 3250.140625
	Iteration 37F: 3 clusters Score -2714351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -860511.687500 Penalty: 1437.555664
	Iteration 0F: 2 clusters Score -860511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -855303.812500 Penalty: 2875.111328
	Iteration 0F: 3 clusters Score -855303.8 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -856863.750000 Penalty: 2875.111328
	Iteration 1F: 3 clusters Score -856863.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -857104.375000 Penalty: 2875.111328
	Iteration 2F: 3 clusters Score -857104.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -857260.500000 Penalty: 2875.111328
	Iteration 3F: 3 clusters Score -857260.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -857392.937500 Penalty: 2875.111328
	Iteration 4Q: 3 clusters Score -857392.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -857499.062500 Penalty: 2875.111328
	Iteration 5Q: 3 clusters Score -857499.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -857632.187500 Penalty: 2875.111328
	Iteration 6Q: 3 clusters Score -857632.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -857778.500000 Penalty: 2875.111328
	Iteration 7Q: 3 clusters Score -857778.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -857926.250000 Penalty: 2875.111328
	Iteration 8Q: 3 clusters Score -857926.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -858049.687500 Penalty: 2875.111328
	Iteration 9Q: 3 clusters Score -858049.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -858176.812500 Penalty: 2875.111328
	Iteration 10Q: 3 clusters Score -858176.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -858319.000000 Penalty: 2875.111328
	Iteration 11Q: 3 clusters Score -858319 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -858439.312500 Penalty: 2875.111328
	Iteration 12Q: 3 clusters Score -858439.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -858531.375000 Penalty: 2875.111328
	Iteration 13Q: 3 clusters Score -858531.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -858610.062500 Penalty: 2875.111328
	Iteration 14Q: 3 clusters Score -858610.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -858677.687500 Penalty: 2875.111328
	Iteration 15Q: 3 clusters Score -858677.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -858713.187500 Penalty: 2875.111328
	Iteration 16Q: 3 clusters Score -858713.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -858738.562500 Penalty: 2875.111328
	Iteration 17Q: 3 clusters Score -858738.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -858759.000000 Penalty: 2875.111328
	Iteration 18Q: 3 clusters Score -858759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -858771.062500 Penalty: 2875.111328
	Iteration 19Q: 3 clusters Score -858771.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -858793.062500 Penalty: 2875.111328
	Iteration 20F: 3 clusters Score -858793.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -858810.812500 Penalty: 2875.111328
	Iteration 21Q: 3 clusters Score -858810.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -858827.562500 Penalty: 2875.111328
	Iteration 22Q: 3 clusters Score -858827.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -858839.187500 Penalty: 2875.111328
	Iteration 23Q: 3 clusters Score -858839.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -858850.687500 Penalty: 2875.111328
	Iteration 24Q: 3 clusters Score -858850.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -858858.312500 Penalty: 2875.111328
	Iteration 25Q: 3 clusters Score -858858.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -858866.375000 Penalty: 2875.111328
	Iteration 26Q: 3 clusters Score -858866.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -858875.500000 Penalty: 2875.111328
	Iteration 27Q: 3 clusters Score -858875.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -858884.750000 Penalty: 2875.111328
	Iteration 28Q: 3 clusters Score -858884.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -858892.500000 Penalty: 2875.111328
	Iteration 29Q: 3 clusters Score -858892.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -858902.250000 Penalty: 2875.111328
	Iteration 30Q: 3 clusters Score -858902.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -858913.875000 Penalty: 2875.111328
	Iteration 31Q: 3 clusters Score -858913.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -858925.062500 Penalty: 2875.111328
	Iteration 32Q: 3 clusters Score -858925.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -858934.625000 Penalty: 2875.111328
	Iteration 33Q: 3 clusters Score -858934.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -858942.687500 Penalty: 2875.111328
	Iteration 34Q: 3 clusters Score -858942.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -858954.062500 Penalty: 2875.111328
	Iteration 35Q: 3 clusters Score -858954.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -858963.312500 Penalty: 2875.111328
	Iteration 36Q: 3 clusters Score -858963.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -858977.687500 Penalty: 2875.111328
	Iteration 37Q: 3 clusters Score -858977.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -858988.562500 Penalty: 2875.111328
	Iteration 38Q: 3 clusters Score -858988.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -859010.625000 Penalty: 2875.111328
	Iteration 39Q: 3 clusters Score -859010.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -859028.375000 Penalty: 2875.111328
	Iteration 40F: 3 clusters Score -859028.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -859049.062500 Penalty: 2875.111328
	Iteration 41Q: 3 clusters Score -859049.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -859068.875000 Penalty: 2875.111328
	Iteration 42Q: 3 clusters Score -859068.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -859096.812500 Penalty: 2875.111328
	Iteration 43Q: 3 clusters Score -859096.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -859118.062500 Penalty: 2875.111328
	Iteration 44Q: 3 clusters Score -859118.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -859140.500000 Penalty: 2875.111328
	Iteration 45Q: 3 clusters Score -859140.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -859165.625000 Penalty: 2875.111328
	Iteration 46Q: 3 clusters Score -859165.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -859191.625000 Penalty: 2875.111328
	Iteration 47Q: 3 clusters Score -859191.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -859219.875000 Penalty: 2875.111328
	Iteration 48Q: 3 clusters Score -859219.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -859245.875000 Penalty: 2875.111328
	Iteration 49Q: 3 clusters Score -859245.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -859266.187500 Penalty: 2875.111328
	Iteration 50Q: 3 clusters Score -859266.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -859283.750000 Penalty: 2875.111328
	Iteration 51Q: 3 clusters Score -859283.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -859298.500000 Penalty: 2875.111328
	Iteration 52Q: 3 clusters Score -859298.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -859312.750000 Penalty: 2875.111328
	Iteration 53Q: 3 clusters Score -859312.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -859325.500000 Penalty: 2875.111328
	Iteration 54Q: 3 clusters Score -859325.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -859337.812500 Penalty: 2875.111328
	Iteration 55Q: 3 clusters Score -859337.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -859345.500000 Penalty: 2875.111328
	Iteration 56Q: 3 clusters Score -859345.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -859356.625000 Penalty: 2875.111328
	Iteration 57Q: 3 clusters Score -859356.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -859363.750000 Penalty: 2875.111328
	Iteration 58Q: 3 clusters Score -859363.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -859371.125000 Penalty: 2875.111328
	Iteration 59Q: 3 clusters Score -859371.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -859381.250000 Penalty: 2875.111328
	Iteration 60F: 3 clusters Score -859381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -859387.500000 Penalty: 2875.111328
	Iteration 61Q: 3 clusters Score -859387.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -859395.625000 Penalty: 2875.111328
	Iteration 62Q: 3 clusters Score -859395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -859401.000000 Penalty: 2875.111328
	Iteration 63Q: 3 clusters Score -859401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -859405.437500 Penalty: 2875.111328
	Iteration 64Q: 3 clusters Score -859405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -859409.187500 Penalty: 2875.111328
	Iteration 65Q: 3 clusters Score -859409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -859412.437500 Penalty: 2875.111328
	Iteration 66Q: 3 clusters Score -859412.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -859416.375000 Penalty: 2875.111328
	Iteration 67Q: 3 clusters Score -859416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -859424.625000 Penalty: 2875.111328
	Iteration 68Q: 3 clusters Score -859424.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -859425.750000 Penalty: 2875.111328
	Iteration 69Q: 3 clusters Score -859425.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -859431.187500 Penalty: 2875.111328
	Iteration 70Q: 3 clusters Score -859431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -859431.375000 Penalty: 2875.111328
	Iteration 71Q: 3 clusters Score -859431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -859431.125000 Penalty: 2875.111328
	Iteration 72Q: 3 clusters Score -859431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -859432.562500 Penalty: 2875.111328
	Iteration 73Q: 3 clusters Score -859432.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -859434.812500 Penalty: 2875.111328
	Iteration 74Q: 3 clusters Score -859434.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -859436.750000 Penalty: 2875.111328
	Iteration 75Q: 3 clusters Score -859436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -859438.500000 Penalty: 2875.111328
	Iteration 76Q: 3 clusters Score -859438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -859439.375000 Penalty: 2875.111328
	Iteration 77Q: 3 clusters Score -859439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -859440.000000 Penalty: 2875.111328
	Iteration 78Q: 3 clusters Score -859440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -859440.500000 Penalty: 2875.111328
	Iteration 79Q: 3 clusters Score -859440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -859440.562500 Penalty: 2875.111328
	Iteration 80F: 3 clusters Score -859440.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -859441.062500 Penalty: 2875.111328
	Iteration 81Q: 3 clusters Score -859441.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -859441.000000 Penalty: 2875.111328
	Iteration 82Q: 3 clusters Score -859441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -859439.937500 Penalty: 2875.111328
	Iteration 83Q: 3 clusters Score -859439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -859441.500000 Penalty: 2875.111328
	Iteration 84Q: 3 clusters Score -859441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -859442.562500 Penalty: 2875.111328
	Iteration 85Q: 3 clusters Score -859442.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -859443.250000 Penalty: 2875.111328
	Iteration 86Q: 3 clusters Score -859443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -859446.312500 Penalty: 2875.111328
	Iteration 87Q: 3 clusters Score -859446.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -859447.750000 Penalty: 2875.111328
	Iteration 88Q: 3 clusters Score -859447.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -859450.750000 Penalty: 2875.111328
	Iteration 89Q: 3 clusters Score -859450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -859451.937500 Penalty: 2875.111328
	Iteration 90Q: 3 clusters Score -859451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -859452.625000 Penalty: 2875.111328
	Iteration 91Q: 3 clusters Score -859452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -859452.750000 Penalty: 2875.111328
	Iteration 92Q: 3 clusters Score -859452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -859452.750000 Penalty: 2875.111328
	Iteration 93F: 3 clusters Score -859452.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -30050.501953 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -30050.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29185.210938 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -29185.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29253.802734 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -29253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29276.533203 Penalty: 1791.864380
	Iteration 2Q: 3 clusters Score -29276.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29299.919922 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -29299.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29315.070312 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -29315.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29321.546875 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -29321.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29324.470703 Penalty: 1791.864380
	Iteration 6Q: 3 clusters Score -29324.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29324.470703 Penalty: 1791.864380
	Iteration 7F: 3 clusters Score -29324.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -16598.386719 Penalty: 920.794312
	Iteration 0F: 2 clusters Score -16598.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -16037.464844 Penalty: 1841.588623
	Iteration 0F: 3 clusters Score -16037.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16490.259766 Penalty: 1841.588623
	Iteration 1F: 3 clusters Score -16490.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16851.753906 Penalty: 1841.588623
	Iteration 2F: 3 clusters Score -16851.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17037.882812 Penalty: 1841.588623
	Iteration 3F: 3 clusters Score -17037.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17071.902344 Penalty: 1841.588623
	Iteration 4Q: 3 clusters Score -17071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17099.419922 Penalty: 1841.588623
	Iteration 5Q: 3 clusters Score -17099.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17117.935547 Penalty: 1841.588623
	Iteration 6Q: 3 clusters Score -17117.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17132.777344 Penalty: 1841.588623
	Iteration 7Q: 3 clusters Score -17132.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17141.263672 Penalty: 1841.588623
	Iteration 8Q: 3 clusters Score -17141.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17141.263672 Penalty: 1841.588623
	Iteration 9F: 3 clusters Score -17141.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 51353 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 18967 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 29580 members 
Mstep: Class 9 contains 1234 members 
Mstep: Class 10 contains 10172 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 12 contains 12511 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 18401 members 
Mstep: Class 15 contains 84112 members 
Mstep: Class 16 contains 22036 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 2353 members 
Mstep: Class 23 contains 58304 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 254 members 
Mstep: Class 26 contains 49693 members 
Mstep: Class 27 contains 238 members 
Mstep: Class 28 contains 69152 members 
Mstep: Class 29 contains 427 members 
Mstep: Class 30 contains 109 members 
Entering Unmasked Estep 
Score: -59790880.000000 Penalty: 63749.609375
Splitting cluster 19 changes total score from -59791552.000000 to -59790880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -299326.437500 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -299326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -296907.906250 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -296907.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -297570.937500 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -297570.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -297814.843750 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -297814.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -298044.156250 Penalty: 2545.791260
	Iteration 3F: 3 clusters Score -298044.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -298252.093750 Penalty: 2545.791260
	Iteration 4F: 3 clusters Score -298252.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -298381.343750 Penalty: 2545.791260
	Iteration 5F: 3 clusters Score -298381.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -298469.062500 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -298469.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -298531.781250 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -298531.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -298578.781250 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -298578.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -298613.156250 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -298613.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -298661.500000 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -298661.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -298697.281250 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -298697.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298715.750000 Penalty: 2545.791260
	Iteration 12Q: 3 clusters Score -298715.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -298722.781250 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -298722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -298731.906250 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -298731.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -298740.875000 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -298740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -298746.437500 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -298746.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -298750.343750 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -298750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -298751.593750 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -298751.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -298753.000000 Penalty: 2545.791260
	Iteration 19Q: 3 clusters Score -298753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298753.406250 Penalty: 2545.791260
	Iteration 20F: 3 clusters Score -298753.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -852814.375000 Penalty: 1432.979370
	Iteration 0F: 2 clusters Score -852814.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -847616.125000 Penalty: 2865.958740
	Iteration 0F: 3 clusters Score -847616.1 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -849130.937500 Penalty: 2865.958740
	Iteration 1F: 3 clusters Score -849130.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -849312.312500 Penalty: 2865.958740
	Iteration 2F: 3 clusters Score -849312.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -849457.937500 Penalty: 2865.958740
	Iteration 3Q: 3 clusters Score -849457.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -849582.312500 Penalty: 2865.958740
	Iteration 4Q: 3 clusters Score -849582.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -849700.312500 Penalty: 2865.958740
	Iteration 5Q: 3 clusters Score -849700.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -849839.062500 Penalty: 2865.958740
	Iteration 6Q: 3 clusters Score -849839.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -849999.000000 Penalty: 2865.958740
	Iteration 7Q: 3 clusters Score -849999 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -850204.187500 Penalty: 2865.958740
	Iteration 8Q: 3 clusters Score -850204.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -850430.187500 Penalty: 2865.958740
	Iteration 9Q: 3 clusters Score -850430.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -850660.187500 Penalty: 2865.958740
	Iteration 10Q: 3 clusters Score -850660.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -850876.000000 Penalty: 2865.958740
	Iteration 11Q: 3 clusters Score -850876 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -851063.562500 Penalty: 2865.958740
	Iteration 12Q: 3 clusters Score -851063.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -851194.250000 Penalty: 2865.958740
	Iteration 13Q: 3 clusters Score -851194.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -851300.062500 Penalty: 2865.958740
	Iteration 14Q: 3 clusters Score -851300.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -851374.062500 Penalty: 2865.958740
	Iteration 15Q: 3 clusters Score -851374.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -851427.062500 Penalty: 2865.958740
	Iteration 16Q: 3 clusters Score -851427.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -851477.125000 Penalty: 2865.958740
	Iteration 17Q: 3 clusters Score -851477.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -851514.625000 Penalty: 2865.958740
	Iteration 18Q: 3 clusters Score -851514.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -851534.875000 Penalty: 2865.958740
	Iteration 19Q: 3 clusters Score -851534.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -851553.062500 Penalty: 2865.958740
	Iteration 20F: 3 clusters Score -851553.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -851566.312500 Penalty: 2865.958740
	Iteration 21Q: 3 clusters Score -851566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -851572.562500 Penalty: 2865.958740
	Iteration 22Q: 3 clusters Score -851572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -851583.125000 Penalty: 2865.958740
	Iteration 23Q: 3 clusters Score -851583.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -851589.437500 Penalty: 2865.958740
	Iteration 24Q: 3 clusters Score -851589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -851595.937500 Penalty: 2865.958740
	Iteration 25Q: 3 clusters Score -851595.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -851597.250000 Penalty: 2865.958740
	Iteration 26Q: 3 clusters Score -851597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -851596.937500 Penalty: 2865.958740
	Iteration 27Q: 3 clusters Score -851596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -851596.937500 Penalty: 2865.958740
	Iteration 28F: 3 clusters Score -851596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -300274.500000 Penalty: 1261.560059
	Iteration 0F: 2 clusters Score -300274.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -297962.312500 Penalty: 2523.120117
	Iteration 0F: 3 clusters Score -297962.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -298510.593750 Penalty: 2523.120117
	Iteration 1F: 3 clusters Score -298510.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -298644.687500 Penalty: 2523.120117
	Iteration 2F: 3 clusters Score -298644.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -298745.281250 Penalty: 2523.120117
	Iteration 3F: 3 clusters Score -298745.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -298808.218750 Penalty: 2523.120117
	Iteration 4Q: 3 clusters Score -298808.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -298852.218750 Penalty: 2523.120117
	Iteration 5Q: 3 clusters Score -298852.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -298885.875000 Penalty: 2523.120117
	Iteration 6Q: 3 clusters Score -298885.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -298908.250000 Penalty: 2523.120117
	Iteration 7Q: 3 clusters Score -298908.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -298920.343750 Penalty: 2523.120117
	Iteration 8Q: 3 clusters Score -298920.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -298929.875000 Penalty: 2523.120117
	Iteration 9Q: 3 clusters Score -298929.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -298935.093750 Penalty: 2523.120117
	Iteration 10Q: 3 clusters Score -298935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -298941.906250 Penalty: 2523.120117
	Iteration 11Q: 3 clusters Score -298941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -298947.062500 Penalty: 2523.120117
	Iteration 12Q: 3 clusters Score -298947.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298953.687500 Penalty: 2523.120117
	Iteration 13Q: 3 clusters Score -298953.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -298961.937500 Penalty: 2523.120117
	Iteration 14Q: 3 clusters Score -298961.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -298969.937500 Penalty: 2523.120117
	Iteration 15Q: 3 clusters Score -298969.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -298976.812500 Penalty: 2523.120117
	Iteration 16Q: 3 clusters Score -298976.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -298986.031250 Penalty: 2523.120117
	Iteration 17Q: 3 clusters Score -298986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -298991.781250 Penalty: 2523.120117
	Iteration 18Q: 3 clusters Score -298991.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -298996.781250 Penalty: 2523.120117
	Iteration 19Q: 3 clusters Score -298996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -298998.625000 Penalty: 2523.120117
	Iteration 20F: 3 clusters Score -298998.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -299000.906250 Penalty: 2523.120117
	Iteration 21Q: 3 clusters Score -299000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -299003.312500 Penalty: 2523.120117
	Iteration 22Q: 3 clusters Score -299003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -299004.656250 Penalty: 2523.120117
	Iteration 23Q: 3 clusters Score -299004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -299005.312500 Penalty: 2523.120117
	Iteration 24Q: 3 clusters Score -299005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -299005.312500 Penalty: 2523.120117
	Iteration 25F: 3 clusters Score -299005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (58304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Entering Unmasked Estep 
Score: -7514591.000000 Penalty: 1783.181763
	Iteration 0F: 2 clusters Score -7514591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7475544.000000 Penalty: 3566.363525
	Iteration 0F: 3 clusters Score -7475544 nChanged 27454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -7491179.500000 Penalty: 3566.363525
	Iteration 1F: 3 clusters Score -7491180 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7491597.500000 Penalty: 3566.363525
	Iteration 2Q: 3 clusters Score -7491598 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -7492060.500000 Penalty: 3566.363525
	Iteration 3Q: 3 clusters Score -7492060 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -7492557.500000 Penalty: 3566.363525
	Iteration 4Q: 3 clusters Score -7492558 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -7493121.000000 Penalty: 3566.363525
	Iteration 5Q: 3 clusters Score -7493121 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -7493948.000000 Penalty: 3566.363525
	Iteration 6Q: 3 clusters Score -7493948 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7495276.500000 Penalty: 3566.363525
	Iteration 7Q: 3 clusters Score -7495276 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -7497352.500000 Penalty: 3566.363525
	Iteration 8F: 3 clusters Score -7497352 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7500029.000000 Penalty: 3566.363525
	Iteration 9F: 3 clusters Score -7500029 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -7502887.500000 Penalty: 3566.363525
	Iteration 10F: 3 clusters Score -7502888 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -7505036.500000 Penalty: 3566.363525
	Iteration 11F: 3 clusters Score -7505036 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -7506432.500000 Penalty: 3566.363525
	Iteration 12Q: 3 clusters Score -7506432 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -7507252.500000 Penalty: 3566.363525
	Iteration 13Q: 3 clusters Score -7507252 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7507883.000000 Penalty: 3566.363525
	Iteration 14Q: 3 clusters Score -7507883 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -7508489.000000 Penalty: 3566.363525
	Iteration 15Q: 3 clusters Score -7508489 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -7509085.000000 Penalty: 3566.363525
	Iteration 16Q: 3 clusters Score -7509085 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -7509682.500000 Penalty: 3566.363525
	Iteration 17Q: 3 clusters Score -7509682 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -7510305.000000 Penalty: 3566.363525
	Iteration 18Q: 3 clusters Score -7510305 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -7510827.500000 Penalty: 3566.363525
	Iteration 19Q: 3 clusters Score -7510828 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -7511268.000000 Penalty: 3566.363525
	Iteration 20F: 3 clusters Score -7511268 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -7511686.500000 Penalty: 3566.363525
	Iteration 21Q: 3 clusters Score -7511686 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -7512069.000000 Penalty: 3566.363525
	Iteration 22Q: 3 clusters Score -7512069 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -7512363.500000 Penalty: 3566.363525
	Iteration 23Q: 3 clusters Score -7512364 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -7512590.000000 Penalty: 3566.363525
	Iteration 24Q: 3 clusters Score -7512590 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -7512749.000000 Penalty: 3566.363525
	Iteration 25Q: 3 clusters Score -7512749 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -7512854.500000 Penalty: 3566.363525
	Iteration 26Q: 3 clusters Score -7512854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -7512898.000000 Penalty: 3566.363525
	Iteration 27Q: 3 clusters Score -7512898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -7512946.500000 Penalty: 3566.363525
	Iteration 28Q: 3 clusters Score -7512946 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7512990.500000 Penalty: 3566.363525
	Iteration 29Q: 3 clusters Score -7512990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -7513019.000000 Penalty: 3566.363525
	Iteration 30Q: 3 clusters Score -7513019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7513040.000000 Penalty: 3566.363525
	Iteration 31Q: 3 clusters Score -7513040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57855 members 
Entering Unmasked Estep 
Score: -7513057.500000 Penalty: 3566.363525
	Iteration 32Q: 3 clusters Score -7513058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -7513068.500000 Penalty: 3566.363525
	Iteration 33Q: 3 clusters Score -7513068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -7513075.500000 Penalty: 3566.363525
	Iteration 34Q: 3 clusters Score -7513076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7513088.500000 Penalty: 3566.363525
	Iteration 35Q: 3 clusters Score -7513088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -7513097.000000 Penalty: 3566.363525
	Iteration 36Q: 3 clusters Score -7513097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -7513103.500000 Penalty: 3566.363525
	Iteration 37Q: 3 clusters Score -7513104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -7513105.000000 Penalty: 3566.363525
	Iteration 38Q: 3 clusters Score -7513105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57901 members 
Entering Unmasked Estep 
Score: -7513108.000000 Penalty: 3566.363525
	Iteration 39Q: 3 clusters Score -7513108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -7513102.000000 Penalty: 3566.363525
	Iteration 40F: 3 clusters Score -7513102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -7513109.500000 Penalty: 3566.363525
	Iteration 41Q: 3 clusters Score -7513110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7513109.500000 Penalty: 3566.363525
	Iteration 42Q: 3 clusters Score -7513110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7513109.500000 Penalty: 3566.363525
	Iteration 43F: 3 clusters Score -7513110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Entering Unmasked Estep 
Score: -789388.437500 Penalty: 1431.699707
	Iteration 0F: 2 clusters Score -789388.4 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 3339 members 
Entering Unmasked Estep 
Score: -784267.312500 Penalty: 2863.399414
	Iteration 0F: 3 clusters Score -784267.3 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -785774.812500 Penalty: 2863.399414
	Iteration 1F: 3 clusters Score -785774.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -786072.812500 Penalty: 2863.399414
	Iteration 2F: 3 clusters Score -786072.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -786316.000000 Penalty: 2863.399414
	Iteration 3F: 3 clusters Score -786316 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -786490.125000 Penalty: 2863.399414
	Iteration 4Q: 3 clusters Score -786490.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -786661.437500 Penalty: 2863.399414
	Iteration 5Q: 3 clusters Score -786661.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -786847.937500 Penalty: 2863.399414
	Iteration 6Q: 3 clusters Score -786847.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -787070.500000 Penalty: 2863.399414
	Iteration 7Q: 3 clusters Score -787070.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -787302.250000 Penalty: 2863.399414
	Iteration 8Q: 3 clusters Score -787302.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -787554.750000 Penalty: 2863.399414
	Iteration 9Q: 3 clusters Score -787554.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -787783.562500 Penalty: 2863.399414
	Iteration 10Q: 3 clusters Score -787783.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -787963.937500 Penalty: 2863.399414
	Iteration 11Q: 3 clusters Score -787963.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -788103.187500 Penalty: 2863.399414
	Iteration 12Q: 3 clusters Score -788103.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -788198.812500 Penalty: 2863.399414
	Iteration 13Q: 3 clusters Score -788198.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -788258.562500 Penalty: 2863.399414
	Iteration 14Q: 3 clusters Score -788258.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -788298.500000 Penalty: 2863.399414
	Iteration 15Q: 3 clusters Score -788298.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -788331.875000 Penalty: 2863.399414
	Iteration 16Q: 3 clusters Score -788331.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -788356.500000 Penalty: 2863.399414
	Iteration 17Q: 3 clusters Score -788356.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -788384.000000 Penalty: 2863.399414
	Iteration 18Q: 3 clusters Score -788384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -788406.312500 Penalty: 2863.399414
	Iteration 19Q: 3 clusters Score -788406.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -788416.625000 Penalty: 2863.399414
	Iteration 20F: 3 clusters Score -788416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -788425.937500 Penalty: 2863.399414
	Iteration 21Q: 3 clusters Score -788425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -788428.312500 Penalty: 2863.399414
	Iteration 22Q: 3 clusters Score -788428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -788430.625000 Penalty: 2863.399414
	Iteration 23Q: 3 clusters Score -788430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -788431.875000 Penalty: 2863.399414
	Iteration 24Q: 3 clusters Score -788431.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -788434.312500 Penalty: 2863.399414
	Iteration 25Q: 3 clusters Score -788434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -788435.312500 Penalty: 2863.399414
	Iteration 26Q: 3 clusters Score -788435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -788435.437500 Penalty: 2863.399414
	Iteration 27Q: 3 clusters Score -788435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -788435.437500 Penalty: 2863.399414
	Iteration 28F: 3 clusters Score -788435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -24940.625000 Penalty: 899.816833
	Iteration 0F: 2 clusters Score -24940.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24161.306641 Penalty: 1799.633667
	Iteration 0F: 3 clusters Score -24161.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24349.689453 Penalty: 1799.633667
	Iteration 1F: 3 clusters Score -24349.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -24455.265625 Penalty: 1799.633667
	Iteration 2F: 3 clusters Score -24455.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24587.714844 Penalty: 1799.633667
	Iteration 3Q: 3 clusters Score -24587.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -24640.542969 Penalty: 1799.633667
	Iteration 4Q: 3 clusters Score -24640.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -24677.164062 Penalty: 1799.633667
	Iteration 5Q: 3 clusters Score -24677.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24679.859375 Penalty: 1799.633667
	Iteration 6Q: 3 clusters Score -24679.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -24679.859375 Penalty: 1799.633667
	Iteration 7F: 3 clusters Score -24679.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Entering Unmasked Estep 
Score: -6426178.000000 Penalty: 1757.213135
	Iteration 0F: 2 clusters Score -6426178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6393035.500000 Penalty: 3514.426270
	Iteration 0F: 3 clusters Score -6393036 nChanged 23270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -6406241.500000 Penalty: 3514.426270
	Iteration 1F: 3 clusters Score -6406242 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -6406759.500000 Penalty: 3514.426270
	Iteration 2Q: 3 clusters Score -6406760 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6407310.000000 Penalty: 3514.426270
	Iteration 3Q: 3 clusters Score -6407310 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -6407808.000000 Penalty: 3514.426270
	Iteration 4Q: 3 clusters Score -6407808 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -6408427.000000 Penalty: 3514.426270
	Iteration 5Q: 3 clusters Score -6408427 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -6409306.500000 Penalty: 3514.426270
	Iteration 6Q: 3 clusters Score -6409306 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -6410574.500000 Penalty: 3514.426270
	Iteration 7F: 3 clusters Score -6410574 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -6412486.000000 Penalty: 3514.426270
	Iteration 8F: 3 clusters Score -6412486 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -6414984.000000 Penalty: 3514.426270
	Iteration 9F: 3 clusters Score -6414984 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -6417789.500000 Penalty: 3514.426270
	Iteration 10F: 3 clusters Score -6417790 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -6420434.500000 Penalty: 3514.426270
	Iteration 11F: 3 clusters Score -6420434 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -6422252.000000 Penalty: 3514.426270
	Iteration 12Q: 3 clusters Score -6422252 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -6423334.500000 Penalty: 3514.426270
	Iteration 13Q: 3 clusters Score -6423334 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -6423932.500000 Penalty: 3514.426270
	Iteration 14Q: 3 clusters Score -6423932 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6424250.000000 Penalty: 3514.426270
	Iteration 15Q: 3 clusters Score -6424250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -6424454.000000 Penalty: 3514.426270
	Iteration 16Q: 3 clusters Score -6424454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -6424570.500000 Penalty: 3514.426270
	Iteration 17Q: 3 clusters Score -6424570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -6424661.500000 Penalty: 3514.426270
	Iteration 18Q: 3 clusters Score -6424662 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -6424700.000000 Penalty: 3514.426270
	Iteration 19Q: 3 clusters Score -6424700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -6424741.500000 Penalty: 3514.426270
	Iteration 20F: 3 clusters Score -6424742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -6424766.000000 Penalty: 3514.426270
	Iteration 21Q: 3 clusters Score -6424766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6424782.500000 Penalty: 3514.426270
	Iteration 22Q: 3 clusters Score -6424782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -6424798.500000 Penalty: 3514.426270
	Iteration 23Q: 3 clusters Score -6424798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -6424807.500000 Penalty: 3514.426270
	Iteration 24Q: 3 clusters Score -6424808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -6424816.000000 Penalty: 3514.426270
	Iteration 25Q: 3 clusters Score -6424816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -6424825.000000 Penalty: 3514.426270
	Iteration 26Q: 3 clusters Score -6424825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -6424828.500000 Penalty: 3514.426270
	Iteration 27Q: 3 clusters Score -6424828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -6424836.500000 Penalty: 3514.426270
	Iteration 28Q: 3 clusters Score -6424836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6424843.000000 Penalty: 3514.426270
	Iteration 29Q: 3 clusters Score -6424843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -6424847.500000 Penalty: 3514.426270
	Iteration 30Q: 3 clusters Score -6424848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -6424847.000000 Penalty: 3514.426270
	Iteration 31Q: 3 clusters Score -6424847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6424843.500000 Penalty: 3514.426270
	Iteration 32Q: 3 clusters Score -6424844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6424849.000000 Penalty: 3514.426270
	Iteration 33Q: 3 clusters Score -6424849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6424842.500000 Penalty: 3514.426270
	Iteration 34Q: 3 clusters Score -6424842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -6424842.500000 Penalty: 3514.426270
	Iteration 35F: 3 clusters Score -6424842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -24020.695312 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -24020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23284.478516 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -23284.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23386.841797 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -23386.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23407.367188 Penalty: 1778.487915
	Iteration 2Q: 3 clusters Score -23407.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23418.224609 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -23418.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23430.722656 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -23430.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23434.701172 Penalty: 1778.487915
	Iteration 5Q: 3 clusters Score -23434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23434.701172 Penalty: 1778.487915
	Iteration 6F: 3 clusters Score -23434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Entering Unmasked Estep 
Score: -9017115.000000 Penalty: 1810.910034
	Iteration 0F: 2 clusters Score -9017115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8971093.000000 Penalty: 3621.820068
	Iteration 0F: 3 clusters Score -8971093 nChanged 32918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -8990179.000000 Penalty: 3621.820068
	Iteration 1F: 3 clusters Score -8990179 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -8991025.000000 Penalty: 3621.820068
	Iteration 2Q: 3 clusters Score -8991025 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -8992183.000000 Penalty: 3621.820068
	Iteration 3Q: 3 clusters Score -8992183 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8994083.000000 Penalty: 3621.820068
	Iteration 4F: 3 clusters Score -8994083 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -8997026.000000 Penalty: 3621.820068
	Iteration 5F: 3 clusters Score -8997026 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -9001401.000000 Penalty: 3621.820068
	Iteration 6F: 3 clusters Score -9001401 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -9006501.000000 Penalty: 3621.820068
	Iteration 7F: 3 clusters Score -9006501 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -9010893.000000 Penalty: 3621.820068
	Iteration 8F: 3 clusters Score -9010893 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9013562.000000 Penalty: 3621.820068
	Iteration 9Q: 3 clusters Score -9013562 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9014686.000000 Penalty: 3621.820068
	Iteration 10Q: 3 clusters Score -9014686 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9015124.000000 Penalty: 3621.820068
	Iteration 11Q: 3 clusters Score -9015124 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9015280.000000 Penalty: 3621.820068
	Iteration 12Q: 3 clusters Score -9015280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9015338.000000 Penalty: 3621.820068
	Iteration 13Q: 3 clusters Score -9015338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9015404.000000 Penalty: 3621.820068
	Iteration 14Q: 3 clusters Score -9015404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68950 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9015436.000000 Penalty: 3621.820068
	Iteration 15Q: 3 clusters Score -9015436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9015454.000000 Penalty: 3621.820068
	Iteration 16Q: 3 clusters Score -9015454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68970 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9015474.000000 Penalty: 3621.820068
	Iteration 17Q: 3 clusters Score -9015474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9015496.000000 Penalty: 3621.820068
	Iteration 18Q: 3 clusters Score -9015496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9015500.000000 Penalty: 3621.820068
	Iteration 19Q: 3 clusters Score -9015500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9015499.000000 Penalty: 3621.820068
	Iteration 20F: 3 clusters Score -9015499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9015501.000000 Penalty: 3621.820068
	Iteration 21Q: 3 clusters Score -9015501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9015510.000000 Penalty: 3621.820068
	Iteration 22Q: 3 clusters Score -9015510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9015527.000000 Penalty: 3621.820068
	Iteration 23Q: 3 clusters Score -9015527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9015528.000000 Penalty: 3621.820068
	Iteration 24Q: 3 clusters Score -9015528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9015529.000000 Penalty: 3621.820068
	Iteration 25Q: 3 clusters Score -9015529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9015529.000000 Penalty: 3621.820068
	Iteration 26F: 3 clusters Score -9015529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -45108.843750 Penalty: 984.227417
	Iteration 0F: 2 clusters Score -45108.84 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 228 members 
Entering Unmasked Estep 
Score: -44139.636719 Penalty: 1968.454834
	Iteration 0F: 3 clusters Score -44139.64 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44306.859375 Penalty: 1968.454834
	Iteration 1F: 3 clusters Score -44306.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44365.550781 Penalty: 1968.454834
	Iteration 2F: 3 clusters Score -44365.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44387.820312 Penalty: 1968.454834
	Iteration 3Q: 3 clusters Score -44387.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44401.289062 Penalty: 1968.454834
	Iteration 4Q: 3 clusters Score -44401.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44413.656250 Penalty: 1968.454834
	Iteration 5Q: 3 clusters Score -44413.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44417.988281 Penalty: 1968.454834
	Iteration 6Q: 3 clusters Score -44417.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44417.988281 Penalty: 1968.454834
	Iteration 7F: 3 clusters Score -44417.99 nChanged 0
20->30 Clusters: Score -59791552.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 477750 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 23790 members 
Mstep: Class 3 contains 23940 members 
Mstep: Class 4 contains 23961 members 
Mstep: Class 5 contains 23922 members 
Mstep: Class 6 contains 23823 members 
Mstep: Class 7 contains 23770 members 
Mstep: Class 8 contains 23938 members 
Mstep: Class 9 contains 23674 members 
Mstep: Class 10 contains 23875 members 
Mstep: Class 11 contains 23762 members 
Mstep: Class 12 contains 24022 members 
Mstep: Class 13 contains 23871 members 
Mstep: Class 14 contains 24008 members 
Mstep: Class 15 contains 24187 members 
Mstep: Class 16 contains 23739 members 
Mstep: Class 17 contains 23934 members 
Mstep: Class 18 contains 23703 members 
Mstep: Class 19 contains 23830 members 
Mstep: Class 20 contains 24028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1819.121338 but Gain 2124.988281
Score: -57385364.000000 Penalty: 40374.753906
Iteration 0F: 20 clusters Score -5.738536e+07 nChanged 453585
Entering Unmasked Mstep 
Mstep: Class 0 contains 886 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 134238 members 
Mstep: Class 4 contains 3557 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 2905 members 
Mstep: Class 7 contains 20184 members 
Mstep: Class 8 contains 35305 members 
Mstep: Class 9 contains 11079 members 
Mstep: Class 11 contains 4757 members 
Mstep: Class 12 contains 35475 members 
Mstep: Class 13 contains 39033 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 14034 members 
Mstep: Class 16 contains 21595 members 
Mstep: Class 17 contains 2482 members 
Mstep: Class 18 contains 84758 members 
Mstep: Class 19 contains 49934 members 
Mstep: Class 20 contains 9069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58966148.000000 Penalty: 40374.753906
Iteration 1F: 20 clusters Score -5.896615e+07 nChanged 156498
Entering Unmasked Mstep 
Mstep: Class 0 contains 652 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 186935 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 15340 members 
Mstep: Class 8 contains 25512 members 
Mstep: Class 9 contains 18584 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 28706 members 
Mstep: Class 13 contains 25559 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 9042 members 
Mstep: Class 16 contains 12013 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 86328 members 
Mstep: Class 19 contains 39859 members 
Mstep: Class 20 contains 5654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59163748.000000 Penalty: 40374.753906
Iteration 2F: 20 clusters Score -5.916375e+07 nChanged 111288
Entering Unmasked Mstep 
Mstep: Class 0 contains 479 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 185043 members 
Mstep: Class 4 contains 1779 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 17320 members 
Mstep: Class 8 contains 22923 members 
Mstep: Class 9 contains 27907 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 27793 members 
Mstep: Class 13 contains 17187 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 7846 members 
Mstep: Class 16 contains 7958 members 
Mstep: Class 17 contains 1336 members 
Mstep: Class 18 contains 99910 members 
Mstep: Class 19 contains 32087 members 
Mstep: Class 20 contains 4836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59321108.000000 Penalty: 40374.753906
Iteration 3F: 20 clusters Score -5.932111e+07 nChanged 85939
Entering Unmasked Mstep 
Mstep: Class 0 contains 361 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 167549 members 
Mstep: Class 4 contains 1591 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 2438 members 
Mstep: Class 7 contains 19361 members 
Mstep: Class 8 contains 22246 members 
Mstep: Class 9 contains 33606 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 32879 members 
Mstep: Class 13 contains 11773 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 8070 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 116067 members 
Mstep: Class 19 contains 24681 members 
Mstep: Class 20 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59441860.000000 Penalty: 40374.753906
Iteration 4F: 20 clusters Score -5.944186e+07 nChanged 68726
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 603 members 
Mstep: Class 3 contains 148872 members 
Mstep: Class 4 contains 1913 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 2502 members 
Mstep: Class 7 contains 20719 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 36802 members 
Mstep: Class 11 contains 21865 members 
Mstep: Class 12 contains 39575 members 
Mstep: Class 13 contains 8085 members 
Mstep: Class 14 contains 478 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 16 contains 5115 members 
Mstep: Class 17 contains 1155 members 
Mstep: Class 18 contains 129221 members 
Mstep: Class 19 contains 19172 members 
Mstep: Class 20 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59528772.000000 Penalty: 40374.753906
Iteration 5F: 20 clusters Score -5.952877e+07 nChanged 55916
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 134812 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 6816 members 
Mstep: Class 6 contains 2576 members 
Mstep: Class 7 contains 21445 members 
Mstep: Class 8 contains 23137 members 
Mstep: Class 9 contains 38181 members 
Mstep: Class 11 contains 25338 members 
Mstep: Class 12 contains 44930 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 390 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 4921 members 
Mstep: Class 17 contains 1050 members 
Mstep: Class 18 contains 136998 members 
Mstep: Class 19 contains 16165 members 
Mstep: Class 20 contains 2596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59585728.000000 Penalty: 40374.753906
Iteration 6F: 20 clusters Score -5.958573e+07 nChanged 44963
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 127269 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 7162 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 21878 members 
Mstep: Class 8 contains 23802 members 
Mstep: Class 9 contains 38515 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 48425 members 
Mstep: Class 13 contains 4108 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 9718 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 996 members 
Mstep: Class 18 contains 138762 members 
Mstep: Class 19 contains 15038 members 
Mstep: Class 20 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59622856.000000 Penalty: 40374.753906
Iteration 7F: 20 clusters Score -5.962286e+07 nChanged 34493
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 125042 members 
Mstep: Class 4 contains 2488 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 22308 members 
Mstep: Class 8 contains 24284 members 
Mstep: Class 9 contains 38092 members 
Mstep: Class 11 contains 30021 members 
Mstep: Class 12 contains 50804 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 342 members 
Mstep: Class 15 contains 10098 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 135925 members 
Mstep: Class 19 contains 15241 members 
Mstep: Class 20 contains 1953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59644664.000000 Penalty: 40374.753906
Iteration 8F: 20 clusters Score -5.964466e+07 nChanged 25885
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 547 members 
Mstep: Class 3 contains 125358 members 
Mstep: Class 4 contains 2549 members 
Mstep: Class 5 contains 7613 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 22743 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 37336 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 52669 members 
Mstep: Class 13 contains 2497 members 
Mstep: Class 14 contains 332 members 
Mstep: Class 15 contains 10277 members 
Mstep: Class 16 contains 6164 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 131528 members 
Mstep: Class 19 contains 15883 members 
Mstep: Class 20 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59659932.000000 Penalty: 40374.753906
Iteration 9F: 20 clusters Score -5.965993e+07 nChanged 19871
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Mstep: Class 3 contains 126786 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 23055 members 
Mstep: Class 8 contains 24870 members 
Mstep: Class 9 contains 36437 members 
Mstep: Class 11 contains 32940 members 
Mstep: Class 12 contains 53994 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 6666 members 
Mstep: Class 17 contains 969 members 
Mstep: Class 18 contains 126689 members 
Mstep: Class 19 contains 16565 members 
Mstep: Class 20 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59669116.000000 Penalty: 40374.753906
Iteration 10Q: 20 clusters Score -5.966912e+07 nChanged 16217
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 518 members 
Mstep: Class 3 contains 128837 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 23223 members 
Mstep: Class 8 contains 25472 members 
Mstep: Class 9 contains 35436 members 
Mstep: Class 11 contains 34129 members 
Mstep: Class 12 contains 54903 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 323 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 7176 members 
Mstep: Class 17 contains 964 members 
Mstep: Class 18 contains 121835 members 
Mstep: Class 19 contains 17169 members 
Mstep: Class 20 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59677124.000000 Penalty: 40374.753906
Iteration 11Q: 20 clusters Score -5.967712e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 505 members 
Mstep: Class 3 contains 131030 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 7810 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 23326 members 
Mstep: Class 8 contains 26457 members 
Mstep: Class 9 contains 34411 members 
Mstep: Class 11 contains 35102 members 
Mstep: Class 12 contains 55377 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 314 members 
Mstep: Class 15 contains 10497 members 
Mstep: Class 16 contains 7692 members 
Mstep: Class 17 contains 960 members 
Mstep: Class 18 contains 117351 members 
Mstep: Class 19 contains 17554 members 
Mstep: Class 20 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59684628.000000 Penalty: 40374.753906
Iteration 12Q: 20 clusters Score -5.968463e+07 nChanged 13430
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 493 members 
Mstep: Class 3 contains 132964 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 2943 members 
Mstep: Class 7 contains 23348 members 
Mstep: Class 8 contains 27717 members 
Mstep: Class 9 contains 33372 members 
Mstep: Class 11 contains 35878 members 
Mstep: Class 12 contains 55657 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 308 members 
Mstep: Class 15 contains 10452 members 
Mstep: Class 16 contains 8195 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 113495 members 
Mstep: Class 19 contains 17819 members 
Mstep: Class 20 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59692088.000000 Penalty: 40374.753906
Iteration 13Q: 20 clusters Score -5.969209e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 487 members 
Mstep: Class 3 contains 133986 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 23341 members 
Mstep: Class 8 contains 29254 members 
Mstep: Class 9 contains 32298 members 
Mstep: Class 11 contains 36536 members 
Mstep: Class 12 contains 56124 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 302 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 110372 members 
Mstep: Class 19 contains 17961 members 
Mstep: Class 20 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59697384.000000 Penalty: 40374.753906
Iteration 14Q: 20 clusters Score -5.969738e+07 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 483 members 
Mstep: Class 3 contains 134200 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 23245 members 
Mstep: Class 8 contains 31197 members 
Mstep: Class 9 contains 31300 members 
Mstep: Class 11 contains 37054 members 
Mstep: Class 12 contains 56876 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 10291 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 929 members 
Mstep: Class 18 contains 107655 members 
Mstep: Class 19 contains 17982 members 
Mstep: Class 20 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59702460.000000 Penalty: 40374.753906
Iteration 15Q: 20 clusters Score -5.970246e+07 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 133710 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 23143 members 
Mstep: Class 8 contains 33358 members 
Mstep: Class 9 contains 30359 members 
Mstep: Class 11 contains 37497 members 
Mstep: Class 12 contains 57750 members 
Mstep: Class 13 contains 1323 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 10201 members 
Mstep: Class 16 contains 9490 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 105408 members 
Mstep: Class 19 contains 17944 members 
Mstep: Class 20 contains 1452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59707004.000000 Penalty: 40374.753906
Iteration 16Q: 20 clusters Score -5.9707e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 132677 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 23022 members 
Mstep: Class 8 contains 35743 members 
Mstep: Class 9 contains 29479 members 
Mstep: Class 11 contains 37892 members 
Mstep: Class 12 contains 58629 members 
Mstep: Class 13 contains 1324 members 
Mstep: Class 14 contains 279 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 9844 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 103508 members 
Mstep: Class 19 contains 17872 members 
Mstep: Class 20 contains 1426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59711140.000000 Penalty: 40374.753906
Iteration 17Q: 20 clusters Score -5.971114e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 131327 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 22874 members 
Mstep: Class 8 contains 38241 members 
Mstep: Class 9 contains 28640 members 
Mstep: Class 11 contains 38233 members 
Mstep: Class 12 contains 59546 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 10151 members 
Mstep: Class 16 contains 10126 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 101748 members 
Mstep: Class 19 contains 17866 members 
Mstep: Class 20 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59714768.000000 Penalty: 40374.753906
Iteration 18Q: 20 clusters Score -5.971477e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 129775 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 8261 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 22749 members 
Mstep: Class 8 contains 40773 members 
Mstep: Class 9 contains 27855 members 
Mstep: Class 11 contains 38606 members 
Mstep: Class 12 contains 60531 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 10142 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 912 members 
Mstep: Class 18 contains 100009 members 
Mstep: Class 19 contains 17871 members 
Mstep: Class 20 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59717740.000000 Penalty: 40374.753906
Iteration 19Q: 20 clusters Score -5.971774e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 482 members 
Mstep: Class 3 contains 128219 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 22623 members 
Mstep: Class 8 contains 43298 members 
Mstep: Class 9 contains 27132 members 
Mstep: Class 11 contains 38999 members 
Mstep: Class 12 contains 61622 members 
Mstep: Class 13 contains 1395 members 
Mstep: Class 14 contains 269 members 
Mstep: Class 15 contains 10188 members 
Mstep: Class 16 contains 10572 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 18 contains 98088 members 
Mstep: Class 19 contains 17857 members 
Mstep: Class 20 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59721956.000000 Penalty: 40374.753906
Iteration 20F: 20 clusters Score -5.972196e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 126336 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 3067 members 
Mstep: Class 7 contains 22488 members 
Mstep: Class 8 contains 46205 members 
Mstep: Class 9 contains 26129 members 
Mstep: Class 11 contains 39371 members 
Mstep: Class 12 contains 62831 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 10256 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 867 members 
Mstep: Class 18 contains 95926 members 
Mstep: Class 19 contains 17836 members 
Mstep: Class 20 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59726380.000000 Penalty: 40374.753906
Iteration 21Q: 20 clusters Score -5.972638e+07 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 124528 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 8425 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 22393 members 
Mstep: Class 8 contains 49156 members 
Mstep: Class 9 contains 25086 members 
Mstep: Class 11 contains 39712 members 
Mstep: Class 12 contains 64331 members 
Mstep: Class 13 contains 1592 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 10334 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 93401 members 
Mstep: Class 19 contains 17823 members 
Mstep: Class 20 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59730084.000000 Penalty: 40374.753906
Iteration 22Q: 20 clusters Score -5.973008e+07 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 466 members 
Mstep: Class 3 contains 122582 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 8479 members 
Mstep: Class 6 contains 3037 members 
Mstep: Class 7 contains 22301 members 
Mstep: Class 8 contains 52159 members 
Mstep: Class 9 contains 24106 members 
Mstep: Class 11 contains 40022 members 
Mstep: Class 12 contains 66126 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 12084 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 90616 members 
Mstep: Class 19 contains 17857 members 
Mstep: Class 20 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59734088.000000 Penalty: 40374.753906
Iteration 23Q: 20 clusters Score -5.973409e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 462 members 
Mstep: Class 3 contains 120753 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 22213 members 
Mstep: Class 8 contains 54901 members 
Mstep: Class 9 contains 23119 members 
Mstep: Class 11 contains 40335 members 
Mstep: Class 12 contains 68146 members 
Mstep: Class 13 contains 1723 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 10593 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 17 contains 829 members 
Mstep: Class 18 contains 87747 members 
Mstep: Class 19 contains 17907 members 
Mstep: Class 20 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59738200.000000 Penalty: 40374.753906
Iteration 24Q: 20 clusters Score -5.97382e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 119148 members 
Mstep: Class 4 contains 2654 members 
Mstep: Class 5 contains 8611 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 22097 members 
Mstep: Class 8 contains 57311 members 
Mstep: Class 9 contains 22176 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 70231 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 10778 members 
Mstep: Class 16 contains 12713 members 
Mstep: Class 17 contains 828 members 
Mstep: Class 18 contains 84986 members 
Mstep: Class 19 contains 17917 members 
Mstep: Class 20 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59741940.000000 Penalty: 40374.753906
Iteration 25Q: 20 clusters Score -5.974194e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 117671 members 
Mstep: Class 4 contains 2657 members 
Mstep: Class 5 contains 8694 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 21991 members 
Mstep: Class 8 contains 59465 members 
Mstep: Class 9 contains 21381 members 
Mstep: Class 11 contains 40946 members 
Mstep: Class 12 contains 72365 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 256 members 
Mstep: Class 15 contains 10976 members 
Mstep: Class 16 contains 12852 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 82285 members 
Mstep: Class 19 contains 17903 members 
Mstep: Class 20 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59744928.000000 Penalty: 40374.753906
Iteration 26Q: 20 clusters Score -5.974493e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 116487 members 
Mstep: Class 4 contains 2658 members 
Mstep: Class 5 contains 8778 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 21878 members 
Mstep: Class 8 contains 61269 members 
Mstep: Class 9 contains 20681 members 
Mstep: Class 11 contains 41195 members 
Mstep: Class 12 contains 74360 members 
Mstep: Class 13 contains 1841 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 15 contains 11210 members 
Mstep: Class 16 contains 12913 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 79772 members 
Mstep: Class 19 contains 17877 members 
Mstep: Class 20 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59747788.000000 Penalty: 40374.753906
Iteration 27Q: 20 clusters Score -5.974779e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 115441 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 8879 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 21775 members 
Mstep: Class 8 contains 62781 members 
Mstep: Class 9 contains 20065 members 
Mstep: Class 11 contains 41469 members 
Mstep: Class 12 contains 76183 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 254 members 
Mstep: Class 15 contains 11452 members 
Mstep: Class 16 contains 12920 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 77483 members 
Mstep: Class 19 contains 17862 members 
Mstep: Class 20 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59749412.000000 Penalty: 40374.753906
Iteration 28Q: 20 clusters Score -5.974941e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 114479 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 21686 members 
Mstep: Class 8 contains 64153 members 
Mstep: Class 9 contains 19555 members 
Mstep: Class 11 contains 41760 members 
Mstep: Class 12 contains 77691 members 
Mstep: Class 13 contains 1891 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 12834 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 75511 members 
Mstep: Class 19 contains 17843 members 
Mstep: Class 20 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59751036.000000 Penalty: 40374.753906
Iteration 29Q: 20 clusters Score -5.975104e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 113696 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 9124 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 21612 members 
Mstep: Class 8 contains 65341 members 
Mstep: Class 9 contains 19114 members 
Mstep: Class 11 contains 42078 members 
Mstep: Class 12 contains 78971 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 11895 members 
Mstep: Class 16 contains 12728 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 73767 members 
Mstep: Class 19 contains 17788 members 
Mstep: Class 20 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59752340.000000 Penalty: 40374.753906
Iteration 30Q: 20 clusters Score -5.975234e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 113043 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 9246 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 21552 members 
Mstep: Class 8 contains 66385 members 
Mstep: Class 9 contains 18665 members 
Mstep: Class 11 contains 42425 members 
Mstep: Class 12 contains 80107 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 12100 members 
Mstep: Class 16 contains 12646 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 72203 members 
Mstep: Class 19 contains 17722 members 
Mstep: Class 20 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59753348.000000 Penalty: 40374.753906
Iteration 31Q: 20 clusters Score -5.975335e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 112479 members 
Mstep: Class 4 contains 2669 members 
Mstep: Class 5 contains 9343 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 21492 members 
Mstep: Class 8 contains 67250 members 
Mstep: Class 9 contains 18256 members 
Mstep: Class 11 contains 42768 members 
Mstep: Class 12 contains 81071 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 12275 members 
Mstep: Class 16 contains 12578 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 70898 members 
Mstep: Class 19 contains 17659 members 
Mstep: Class 20 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59754368.000000 Penalty: 40374.753906
Iteration 32Q: 20 clusters Score -5.975437e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 112038 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 9436 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 21440 members 
Mstep: Class 8 contains 67998 members 
Mstep: Class 9 contains 17899 members 
Mstep: Class 11 contains 43064 members 
Mstep: Class 12 contains 81909 members 
Mstep: Class 13 contains 1938 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 12439 members 
Mstep: Class 16 contains 12502 members 
Mstep: Class 17 contains 825 members 
Mstep: Class 18 contains 69704 members 
Mstep: Class 19 contains 17641 members 
Mstep: Class 20 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59754568.000000 Penalty: 40374.753906
Iteration 33Q: 20 clusters Score -5.975457e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 111684 members 
Mstep: Class 4 contains 2666 members 
Mstep: Class 5 contains 9522 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 21432 members 
Mstep: Class 8 contains 68609 members 
Mstep: Class 9 contains 17589 members 
Mstep: Class 11 contains 43309 members 
Mstep: Class 12 contains 82596 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 12615 members 
Mstep: Class 16 contains 12435 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 68658 members 
Mstep: Class 19 contains 17624 members 
Mstep: Class 20 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59754804.000000 Penalty: 40374.753906
Iteration 34Q: 20 clusters Score -5.97548e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 111378 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 9604 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 21416 members 
Mstep: Class 8 contains 69093 members 
Mstep: Class 9 contains 17319 members 
Mstep: Class 11 contains 43543 members 
Mstep: Class 12 contains 83151 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 12761 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 67820 members 
Mstep: Class 19 contains 17623 members 
Mstep: Class 20 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59754976.000000 Penalty: 40374.753906
Iteration 35Q: 20 clusters Score -5.975498e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 111145 members 
Mstep: Class 4 contains 2667 members 
Mstep: Class 5 contains 9665 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 21398 members 
Mstep: Class 8 contains 69509 members 
Mstep: Class 9 contains 17101 members 
Mstep: Class 11 contains 43711 members 
Mstep: Class 12 contains 83619 members 
Mstep: Class 13 contains 1932 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 12927 members 
Mstep: Class 16 contains 12245 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 67110 members 
Mstep: Class 19 contains 17606 members 
Mstep: Class 20 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59755332.000000 Penalty: 40374.753906
Iteration 36Q: 20 clusters Score -5.975533e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 111018 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 9729 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 21375 members 
Mstep: Class 8 contains 69855 members 
Mstep: Class 9 contains 16912 members 
Mstep: Class 11 contains 43871 members 
Mstep: Class 12 contains 84051 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13075 members 
Mstep: Class 16 contains 12120 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 66424 members 
Mstep: Class 19 contains 17585 members 
Mstep: Class 20 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59755540.000000 Penalty: 40374.753906
Iteration 37Q: 20 clusters Score -5.975554e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110897 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 9782 members 
Mstep: Class 6 contains 2897 members 
Mstep: Class 7 contains 21369 members 
Mstep: Class 8 contains 70137 members 
Mstep: Class 9 contains 16770 members 
Mstep: Class 11 contains 43988 members 
Mstep: Class 12 contains 84393 members 
Mstep: Class 13 contains 1938 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13214 members 
Mstep: Class 16 contains 12010 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 65858 members 
Mstep: Class 19 contains 17578 members 
Mstep: Class 20 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59755580.000000 Penalty: 40374.753906
Iteration 38Q: 20 clusters Score -5.975558e+07 nChanged 1323
Entering ConstructFrom: 
Score: -59755580.000000 Penalty: 40374.753906
Entering ConstructFrom: 
Trying to split cluster 1 (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: -55212.015625 Penalty: 1017.492432
	Iteration 0F: 2 clusters Score -55212.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54247.011719 Penalty: 2034.984863
	Iteration 0F: 3 clusters Score -54247.01 nChanged 149
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: -54467.769531 Penalty: 2034.984863
	Iteration 1F: 3 clusters Score -54467.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54544.519531 Penalty: 2034.984863
	Iteration 2F: 3 clusters Score -54544.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54596.265625 Penalty: 2034.984863
	Iteration 3Q: 3 clusters Score -54596.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54627.523438 Penalty: 2034.984863
	Iteration 4Q: 3 clusters Score -54627.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -54656.816406 Penalty: 2034.984863
	Iteration 5Q: 3 clusters Score -54656.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54679.054688 Penalty: 2034.984863
	Iteration 6Q: 3 clusters Score -54679.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54698.062500 Penalty: 2034.984863
	Iteration 7Q: 3 clusters Score -54698.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -54706.628906 Penalty: 2034.984863
	Iteration 8Q: 3 clusters Score -54706.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -54712.492188 Penalty: 2034.984863
	Iteration 9Q: 3 clusters Score -54712.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -54714.871094 Penalty: 2034.984863
	Iteration 10Q: 3 clusters Score -54714.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -54723.453125 Penalty: 2034.984863
	Iteration 11Q: 3 clusters Score -54723.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54724.542969 Penalty: 2034.984863
	Iteration 12Q: 3 clusters Score -54724.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -54724.542969 Penalty: 2034.984863
	Iteration 13F: 3 clusters Score -54724.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -33125.460938 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -33125.46 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 238 members 
Entering Unmasked Estep 
Score: -32355.230469 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -32355.23 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33006.269531 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -33006.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -33287.710938 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -33287.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -33381.761719 Penalty: 1992.648682
	Iteration 3Q: 3 clusters Score -33381.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -33477.406250 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -33477.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -33578.660156 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -33578.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -33678.496094 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -33678.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -33710.035156 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -33710.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -33723.410156 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -33723.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33726.699219 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -33726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33733.218750 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -33733.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -33756.199219 Penalty: 1992.648682
	Iteration 11F: 3 clusters Score -33756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33836.074219 Penalty: 1992.648682
	Iteration 12Q: 3 clusters Score -33836.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33848.750000 Penalty: 1992.648682
	Iteration 13Q: 3 clusters Score -33848.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33852.800781 Penalty: 1992.648682
	Iteration 14Q: 3 clusters Score -33852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33852.800781 Penalty: 1992.648682
	Iteration 15F: 3 clusters Score -33852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 163 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 9827 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 16622 members 
Mstep: Class 10 contains 297 members 
Mstep: Class 11 contains 44128 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
Score: -59755152.000000 Penalty: 42499.742188
Splitting cluster 2 changes total score from -59755580.000000 to -59755152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (110828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Entering Unmasked Estep 
Score: -14328065.000000 Penalty: 1887.557007
	Iteration 0F: 2 clusters Score -1.432806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -14257854.000000 Penalty: 3775.114014
	Iteration 0F: 3 clusters Score -1.425785e+07 nChanged 53214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -14290197.000000 Penalty: 3775.114014
	Iteration 1F: 3 clusters Score -1.42902e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -14291920.000000 Penalty: 3775.114014
	Iteration 2Q: 3 clusters Score -1.429192e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -14294615.000000 Penalty: 3775.114014
	Iteration 3F: 3 clusters Score -1.429462e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -14298420.000000 Penalty: 3775.114014
	Iteration 4F: 3 clusters Score -1.429842e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -14303053.000000 Penalty: 3775.114014
	Iteration 5F: 3 clusters Score -1.430305e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74238 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -14307725.000000 Penalty: 3775.114014
	Iteration 6F: 3 clusters Score -1.430772e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -14312059.000000 Penalty: 3775.114014
	Iteration 7F: 3 clusters Score -1.431206e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80339 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -14315451.000000 Penalty: 3775.114014
	Iteration 8Q: 3 clusters Score -1.431545e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -14317657.000000 Penalty: 3775.114014
	Iteration 9Q: 3 clusters Score -1.431766e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -14318789.000000 Penalty: 3775.114014
	Iteration 10Q: 3 clusters Score -1.431879e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -14319567.000000 Penalty: 3775.114014
	Iteration 11Q: 3 clusters Score -1.431957e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -14320141.000000 Penalty: 3775.114014
	Iteration 12Q: 3 clusters Score -1.432014e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -14320735.000000 Penalty: 3775.114014
	Iteration 13Q: 3 clusters Score -1.432074e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -14321306.000000 Penalty: 3775.114014
	Iteration 14Q: 3 clusters Score -1.432131e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -14321927.000000 Penalty: 3775.114014
	Iteration 15Q: 3 clusters Score -1.432193e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -14322402.000000 Penalty: 3775.114014
	Iteration 16Q: 3 clusters Score -1.43224e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -14322975.000000 Penalty: 3775.114014
	Iteration 17Q: 3 clusters Score -1.432298e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -14323606.000000 Penalty: 3775.114014
	Iteration 18Q: 3 clusters Score -1.432361e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97380 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -14324148.000000 Penalty: 3775.114014
	Iteration 19Q: 3 clusters Score -1.432415e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -14324746.000000 Penalty: 3775.114014
	Iteration 20F: 3 clusters Score -1.432475e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -14325195.000000 Penalty: 3775.114014
	Iteration 21Q: 3 clusters Score -1.43252e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -14325458.000000 Penalty: 3775.114014
	Iteration 22Q: 3 clusters Score -1.432546e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99961 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -14325577.000000 Penalty: 3775.114014
	Iteration 23Q: 3 clusters Score -1.432558e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -14325670.000000 Penalty: 3775.114014
	Iteration 24Q: 3 clusters Score -1.432567e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100643 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -14325830.000000 Penalty: 3775.114014
	Iteration 25Q: 3 clusters Score -1.432583e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -14325882.000000 Penalty: 3775.114014
	Iteration 26Q: 3 clusters Score -1.432588e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -14325807.000000 Penalty: 3775.114014
	Iteration 27Q: 3 clusters Score -1.432581e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101439 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -14325846.000000 Penalty: 3775.114014
	Iteration 28Q: 3 clusters Score -1.432585e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101669 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -14325874.000000 Penalty: 3775.114014
	Iteration 29Q: 3 clusters Score -1.432587e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -14325901.000000 Penalty: 3775.114014
	Iteration 30Q: 3 clusters Score -1.43259e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -14325934.000000 Penalty: 3775.114014
	Iteration 31Q: 3 clusters Score -1.432593e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -14325968.000000 Penalty: 3775.114014
	Iteration 32Q: 3 clusters Score -1.432597e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102491 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -14325965.000000 Penalty: 3775.114014
	Iteration 33Q: 3 clusters Score -1.432596e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -14325943.000000 Penalty: 3775.114014
	Iteration 34Q: 3 clusters Score -1.432594e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -14325957.000000 Penalty: 3775.114014
	Iteration 35Q: 3 clusters Score -1.432596e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -14325963.000000 Penalty: 3775.114014
	Iteration 36Q: 3 clusters Score -1.432596e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -14325971.000000 Penalty: 3775.114014
	Iteration 37Q: 3 clusters Score -1.432597e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -14325984.000000 Penalty: 3775.114014
	Iteration 38Q: 3 clusters Score -1.432598e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -14325994.000000 Penalty: 3775.114014
	Iteration 39Q: 3 clusters Score -1.432599e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -14325998.000000 Penalty: 3775.114014
	Iteration 40F: 3 clusters Score -1.4326e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -14325992.000000 Penalty: 3775.114014
	Iteration 41Q: 3 clusters Score -1.432599e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103964 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -14325990.000000 Penalty: 3775.114014
	Iteration 42Q: 3 clusters Score -1.432599e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -14326031.000000 Penalty: 3775.114014
	Iteration 43Q: 3 clusters Score -1.432603e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104337 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -14326039.000000 Penalty: 3775.114014
	Iteration 44Q: 3 clusters Score -1.432604e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -14326123.000000 Penalty: 3775.114014
	Iteration 45Q: 3 clusters Score -1.432612e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104690 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -14326102.000000 Penalty: 3775.114014
	Iteration 46Q: 3 clusters Score -1.43261e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -14326166.000000 Penalty: 3775.114014
	Iteration 47Q: 3 clusters Score -1.432617e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -14326225.000000 Penalty: 3775.114014
	Iteration 48Q: 3 clusters Score -1.432622e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105216 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -14326280.000000 Penalty: 3775.114014
	Iteration 49Q: 3 clusters Score -1.432628e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -14326279.000000 Penalty: 3775.114014
	Iteration 50Q: 3 clusters Score -1.432628e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -14326348.000000 Penalty: 3775.114014
	Iteration 51Q: 3 clusters Score -1.432635e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -14326384.000000 Penalty: 3775.114014
	Iteration 52Q: 3 clusters Score -1.432638e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -14326398.000000 Penalty: 3775.114014
	Iteration 53Q: 3 clusters Score -1.43264e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106100 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -14326418.000000 Penalty: 3775.114014
	Iteration 54Q: 3 clusters Score -1.432642e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -14326435.000000 Penalty: 3775.114014
	Iteration 55Q: 3 clusters Score -1.432644e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106404 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -14326430.000000 Penalty: 3775.114014
	Iteration 56Q: 3 clusters Score -1.432643e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -14326457.000000 Penalty: 3775.114014
	Iteration 57Q: 3 clusters Score -1.432646e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -14326453.000000 Penalty: 3775.114014
	Iteration 58Q: 3 clusters Score -1.432645e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -14326501.000000 Penalty: 3775.114014
	Iteration 59Q: 3 clusters Score -1.43265e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -14326539.000000 Penalty: 3775.114014
	Iteration 60F: 3 clusters Score -1.432654e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -14326559.000000 Penalty: 3775.114014
	Iteration 61Q: 3 clusters Score -1.432656e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14326579.000000 Penalty: 3775.114014
	Iteration 62Q: 3 clusters Score -1.432658e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107186 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14326586.000000 Penalty: 3775.114014
	Iteration 63Q: 3 clusters Score -1.432659e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107286 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -14326585.000000 Penalty: 3775.114014
	Iteration 64Q: 3 clusters Score -1.432658e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107365 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -14326597.000000 Penalty: 3775.114014
	Iteration 65Q: 3 clusters Score -1.43266e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107433 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -14326596.000000 Penalty: 3775.114014
	Iteration 66Q: 3 clusters Score -1.43266e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -14326603.000000 Penalty: 3775.114014
	Iteration 67Q: 3 clusters Score -1.43266e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107541 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -14326585.000000 Penalty: 3775.114014
	Iteration 68Q: 3 clusters Score -1.432658e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -14326611.000000 Penalty: 3775.114014
	Iteration 69Q: 3 clusters Score -1.432661e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -14326630.000000 Penalty: 3775.114014
	Iteration 70Q: 3 clusters Score -1.432663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -14326630.000000 Penalty: 3775.114014
	Iteration 71Q: 3 clusters Score -1.432663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107718 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -14326638.000000 Penalty: 3775.114014
	Iteration 72Q: 3 clusters Score -1.432664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -14326628.000000 Penalty: 3775.114014
	Iteration 73Q: 3 clusters Score -1.432663e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107778 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -14326623.000000 Penalty: 3775.114014
	Iteration 74Q: 3 clusters Score -1.432662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14326623.000000 Penalty: 3775.114014
	Iteration 75Q: 3 clusters Score -1.432662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107832 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -14326634.000000 Penalty: 3775.114014
	Iteration 76Q: 3 clusters Score -1.432663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -14326643.000000 Penalty: 3775.114014
	Iteration 77Q: 3 clusters Score -1.432664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -14326650.000000 Penalty: 3775.114014
	Iteration 78Q: 3 clusters Score -1.432665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -14326640.000000 Penalty: 3775.114014
	Iteration 79Q: 3 clusters Score -1.432664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107884 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -14326625.000000 Penalty: 3775.114014
	Iteration 80F: 3 clusters Score -1.432662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -14326630.000000 Penalty: 3775.114014
	Iteration 81Q: 3 clusters Score -1.432663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -14326626.000000 Penalty: 3775.114014
	Iteration 82Q: 3 clusters Score -1.432663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107934 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -14326633.000000 Penalty: 3775.114014
	Iteration 83Q: 3 clusters Score -1.432663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107947 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -14326628.000000 Penalty: 3775.114014
	Iteration 84Q: 3 clusters Score -1.432663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -14326635.000000 Penalty: 3775.114014
	Iteration 85Q: 3 clusters Score -1.432664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107979 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -14326625.000000 Penalty: 3775.114014
	Iteration 86Q: 3 clusters Score -1.432662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107997 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -14326643.000000 Penalty: 3775.114014
	Iteration 87Q: 3 clusters Score -1.432664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -14326648.000000 Penalty: 3775.114014
	Iteration 88Q: 3 clusters Score -1.432665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108013 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -14326644.000000 Penalty: 3775.114014
	Iteration 89Q: 3 clusters Score -1.432664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108018 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -14326664.000000 Penalty: 3775.114014
	Iteration 90Q: 3 clusters Score -1.432666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108020 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -14326661.000000 Penalty: 3775.114014
	Iteration 91Q: 3 clusters Score -1.432666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -14326660.000000 Penalty: 3775.114014
	Iteration 92Q: 3 clusters Score -1.432666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108031 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -14326682.000000 Penalty: 3775.114014
	Iteration 93Q: 3 clusters Score -1.432668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -14326685.000000 Penalty: 3775.114014
	Iteration 94Q: 3 clusters Score -1.432668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -14326665.000000 Penalty: 3775.114014
	Iteration 95Q: 3 clusters Score -1.432666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14326668.000000 Penalty: 3775.114014
	Iteration 96Q: 3 clusters Score -1.432667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14326681.000000 Penalty: 3775.114014
	Iteration 97Q: 3 clusters Score -1.432668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14326677.000000 Penalty: 3775.114014
	Iteration 98Q: 3 clusters Score -1.432668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108055 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -14326666.000000 Penalty: 3775.114014
	Iteration 99Q: 3 clusters Score -1.432667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -14326680.000000 Penalty: 3775.114014
	Iteration 100F: 3 clusters Score -1.432668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -14326675.000000 Penalty: 3775.114014
	Iteration 101Q: 3 clusters Score -1.432668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -14326686.000000 Penalty: 3775.114014
	Iteration 102Q: 3 clusters Score -1.432669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14326668.000000 Penalty: 3775.114014
	Iteration 103Q: 3 clusters Score -1.432667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -14326677.000000 Penalty: 3775.114014
	Iteration 104Q: 3 clusters Score -1.432668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -14326670.000000 Penalty: 3775.114014
	Iteration 105Q: 3 clusters Score -1.432667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -14326676.000000 Penalty: 3775.114014
	Iteration 106Q: 3 clusters Score -1.432668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108084 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -14326671.000000 Penalty: 3775.114014
	Iteration 107Q: 3 clusters Score -1.432667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108085 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -14326665.000000 Penalty: 3775.114014
	Iteration 108Q: 3 clusters Score -1.432666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108087 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14326672.000000 Penalty: 3775.114014
	Iteration 109Q: 3 clusters Score -1.432667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108089 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -14326674.000000 Penalty: 3775.114014
	Iteration 110Q: 3 clusters Score -1.432667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -14326677.000000 Penalty: 3775.114014
	Iteration 111Q: 3 clusters Score -1.432668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108095 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -14326679.000000 Penalty: 3775.114014
	Iteration 112Q: 3 clusters Score -1.432668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108097 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -14326686.000000 Penalty: 3775.114014
	Iteration 113Q: 3 clusters Score -1.432669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -14326692.000000 Penalty: 3775.114014
	Iteration 114Q: 3 clusters Score -1.432669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -14326691.000000 Penalty: 3775.114014
	Iteration 115Q: 3 clusters Score -1.432669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -14326691.000000 Penalty: 3775.114014
	Iteration 116Q: 3 clusters Score -1.432669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14326700.000000 Penalty: 3775.114014
	Iteration 117Q: 3 clusters Score -1.43267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108100 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -14326700.000000 Penalty: 3775.114014
	Iteration 118F: 3 clusters Score -1.43267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -313925.937500 Penalty: 1281.671387
	Iteration 0F: 2 clusters Score -313925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -311457.531250 Penalty: 2563.342773
	Iteration 0F: 3 clusters Score -311457.5 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -312211.250000 Penalty: 2563.342773
	Iteration 1F: 3 clusters Score -312211.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -312564.281250 Penalty: 2563.342773
	Iteration 2F: 3 clusters Score -312564.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -312890.937500 Penalty: 2563.342773
	Iteration 3F: 3 clusters Score -312890.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -313089.000000 Penalty: 2563.342773
	Iteration 4F: 3 clusters Score -313089 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -313203.218750 Penalty: 2563.342773
	Iteration 5F: 3 clusters Score -313203.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -313259.062500 Penalty: 2563.342773
	Iteration 6Q: 3 clusters Score -313259.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -313290.718750 Penalty: 2563.342773
	Iteration 7Q: 3 clusters Score -313290.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -313316.031250 Penalty: 2563.342773
	Iteration 8Q: 3 clusters Score -313316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -313338.468750 Penalty: 2563.342773
	Iteration 9Q: 3 clusters Score -313338.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -313363.125000 Penalty: 2563.342773
	Iteration 10Q: 3 clusters Score -313363.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313380.937500 Penalty: 2563.342773
	Iteration 11Q: 3 clusters Score -313380.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -313396.156250 Penalty: 2563.342773
	Iteration 12Q: 3 clusters Score -313396.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -313409.875000 Penalty: 2563.342773
	Iteration 13Q: 3 clusters Score -313409.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -313424.781250 Penalty: 2563.342773
	Iteration 14Q: 3 clusters Score -313424.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -313434.031250 Penalty: 2563.342773
	Iteration 15Q: 3 clusters Score -313434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -313439.406250 Penalty: 2563.342773
	Iteration 16Q: 3 clusters Score -313439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -313442.218750 Penalty: 2563.342773
	Iteration 17Q: 3 clusters Score -313442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -313443.718750 Penalty: 2563.342773
	Iteration 18Q: 3 clusters Score -313443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -313446.031250 Penalty: 2563.342773
	Iteration 19Q: 3 clusters Score -313446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -313447.562500 Penalty: 2563.342773
	Iteration 20F: 3 clusters Score -313447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -313447.062500 Penalty: 2563.342773
	Iteration 21Q: 3 clusters Score -313447.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -313448.031250 Penalty: 2563.342773
	Iteration 22Q: 3 clusters Score -313448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -313448.843750 Penalty: 2563.342773
	Iteration 23Q: 3 clusters Score -313448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -313449.062500 Penalty: 2563.342773
	Iteration 24Q: 3 clusters Score -313449.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -313449.718750 Penalty: 2563.342773
	Iteration 25Q: 3 clusters Score -313449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -313452.968750 Penalty: 2563.342773
	Iteration 26Q: 3 clusters Score -313453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -313452.656250 Penalty: 2563.342773
	Iteration 27Q: 3 clusters Score -313452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -313452.656250 Penalty: 2563.342773
	Iteration 28F: 3 clusters Score -313452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -1223658.000000 Penalty: 1493.844482
	Iteration 0F: 2 clusters Score -1223658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1216721.250000 Penalty: 2987.688965
	Iteration 0F: 3 clusters Score -1216721 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1220338.000000 Penalty: 2987.688965
	Iteration 1F: 3 clusters Score -1220338 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1221974.875000 Penalty: 2987.688965
	Iteration 2F: 3 clusters Score -1221975 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1223279.375000 Penalty: 2987.688965
	Iteration 3F: 3 clusters Score -1223279 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1224287.875000 Penalty: 2987.688965
	Iteration 4F: 3 clusters Score -1224288 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1224980.625000 Penalty: 2987.688965
	Iteration 5F: 3 clusters Score -1224981 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1225504.375000 Penalty: 2987.688965
	Iteration 6Q: 3 clusters Score -1225504 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1225971.250000 Penalty: 2987.688965
	Iteration 7Q: 3 clusters Score -1225971 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1226386.500000 Penalty: 2987.688965
	Iteration 8Q: 3 clusters Score -1226386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1226647.625000 Penalty: 2987.688965
	Iteration 9Q: 3 clusters Score -1226648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1226714.125000 Penalty: 2987.688965
	Iteration 10Q: 3 clusters Score -1226714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1226746.750000 Penalty: 2987.688965
	Iteration 11Q: 3 clusters Score -1226747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1226759.125000 Penalty: 2987.688965
	Iteration 12Q: 3 clusters Score -1226759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1226762.500000 Penalty: 2987.688965
	Iteration 13Q: 3 clusters Score -1226762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1226766.250000 Penalty: 2987.688965
	Iteration 14Q: 3 clusters Score -1226766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1226767.125000 Penalty: 2987.688965
	Iteration 15Q: 3 clusters Score -1226767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1226767.500000 Penalty: 2987.688965
	Iteration 16Q: 3 clusters Score -1226768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1226768.375000 Penalty: 2987.688965
	Iteration 17Q: 3 clusters Score -1226768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1226767.875000 Penalty: 2987.688965
	Iteration 18Q: 3 clusters Score -1226768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1226767.875000 Penalty: 2987.688965
	Iteration 19F: 3 clusters Score -1226768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 16622 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 44128 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
Score: -59757988.000000 Penalty: 42499.742188
Splitting cluster 5 changes total score from -59755580.000000 to -59757988.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -339882.750000 Penalty: 1295.301392
	Iteration 0F: 2 clusters Score -339882.8 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 1456 members 
Entering Unmasked Estep 
Score: -337234.968750 Penalty: 2590.602783
	Iteration 0F: 3 clusters Score -337235 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -337963.968750 Penalty: 2590.602783
	Iteration 1F: 3 clusters Score -337964 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -338227.062500 Penalty: 2590.602783
	Iteration 2F: 3 clusters Score -338227.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -338702.281250 Penalty: 2590.602783
	Iteration 3F: 3 clusters Score -338702.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -339862.875000 Penalty: 2590.602783
	Iteration 4F: 3 clusters Score -339862.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -340607.093750 Penalty: 2590.602783
	Iteration 5F: 3 clusters Score -340607.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -341092.875000 Penalty: 2590.602783
	Iteration 6F: 3 clusters Score -341092.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -341382.843750 Penalty: 2590.602783
	Iteration 7F: 3 clusters Score -341382.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -341564.031250 Penalty: 2590.602783
	Iteration 8Q: 3 clusters Score -341564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -341706.093750 Penalty: 2590.602783
	Iteration 9Q: 3 clusters Score -341706.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -341873.812500 Penalty: 2590.602783
	Iteration 10Q: 3 clusters Score -341873.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -342067.531250 Penalty: 2590.602783
	Iteration 11Q: 3 clusters Score -342067.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -342302.718750 Penalty: 2590.602783
	Iteration 12Q: 3 clusters Score -342302.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -342527.156250 Penalty: 2590.602783
	Iteration 13Q: 3 clusters Score -342527.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -342715.281250 Penalty: 2590.602783
	Iteration 14Q: 3 clusters Score -342715.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -342930.312500 Penalty: 2590.602783
	Iteration 15Q: 3 clusters Score -342930.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -343063.500000 Penalty: 2590.602783
	Iteration 16Q: 3 clusters Score -343063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -343117.375000 Penalty: 2590.602783
	Iteration 17Q: 3 clusters Score -343117.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -343123.750000 Penalty: 2590.602783
	Iteration 18Q: 3 clusters Score -343123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -343130.937500 Penalty: 2590.602783
	Iteration 19Q: 3 clusters Score -343130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -343132.312500 Penalty: 2590.602783
	Iteration 20F: 3 clusters Score -343132.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 16622 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 44128 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 378 members 
Entering Unmasked Estep 
Score: -59760344.000000 Penalty: 44624.726562
Splitting cluster 6 changes total score from -59755580.000000 to -59760344.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (21355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Entering Unmasked Estep 
Score: -2629978.500000 Penalty: 1619.969116
	Iteration 0F: 2 clusters Score -2629978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2615471.750000 Penalty: 3239.938232
	Iteration 0F: 3 clusters Score -2615472 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2620713.500000 Penalty: 3239.938232
	Iteration 1F: 3 clusters Score -2620714 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2621028.250000 Penalty: 3239.938232
	Iteration 2Q: 3 clusters Score -2621028 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2621368.250000 Penalty: 3239.938232
	Iteration 3Q: 3 clusters Score -2621368 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2621707.000000 Penalty: 3239.938232
	Iteration 4Q: 3 clusters Score -2621707 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2622131.500000 Penalty: 3239.938232
	Iteration 5Q: 3 clusters Score -2622132 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2622689.750000 Penalty: 3239.938232
	Iteration 6Q: 3 clusters Score -2622690 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2623331.750000 Penalty: 3239.938232
	Iteration 7F: 3 clusters Score -2623332 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2624046.750000 Penalty: 3239.938232
	Iteration 8F: 3 clusters Score -2624047 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2624777.250000 Penalty: 3239.938232
	Iteration 9F: 3 clusters Score -2624777 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2625439.750000 Penalty: 3239.938232
	Iteration 10Q: 3 clusters Score -2625440 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2625990.750000 Penalty: 3239.938232
	Iteration 11Q: 3 clusters Score -2625991 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2626357.250000 Penalty: 3239.938232
	Iteration 12Q: 3 clusters Score -2626357 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2626626.750000 Penalty: 3239.938232
	Iteration 13Q: 3 clusters Score -2626627 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2626815.250000 Penalty: 3239.938232
	Iteration 14Q: 3 clusters Score -2626815 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2626974.750000 Penalty: 3239.938232
	Iteration 15Q: 3 clusters Score -2626975 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2627084.250000 Penalty: 3239.938232
	Iteration 16Q: 3 clusters Score -2627084 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2627163.250000 Penalty: 3239.938232
	Iteration 17Q: 3 clusters Score -2627163 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2627235.500000 Penalty: 3239.938232
	Iteration 18Q: 3 clusters Score -2627236 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2627294.750000 Penalty: 3239.938232
	Iteration 19Q: 3 clusters Score -2627295 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2627332.750000 Penalty: 3239.938232
	Iteration 20F: 3 clusters Score -2627333 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2627381.250000 Penalty: 3239.938232
	Iteration 21Q: 3 clusters Score -2627381 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2627440.250000 Penalty: 3239.938232
	Iteration 22Q: 3 clusters Score -2627440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2627498.250000 Penalty: 3239.938232
	Iteration 23Q: 3 clusters Score -2627498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2627569.750000 Penalty: 3239.938232
	Iteration 24Q: 3 clusters Score -2627570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2627658.250000 Penalty: 3239.938232
	Iteration 25Q: 3 clusters Score -2627658 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2627724.250000 Penalty: 3239.938232
	Iteration 26Q: 3 clusters Score -2627724 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2627787.000000 Penalty: 3239.938232
	Iteration 27Q: 3 clusters Score -2627787 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2627848.250000 Penalty: 3239.938232
	Iteration 28Q: 3 clusters Score -2627848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2627911.250000 Penalty: 3239.938232
	Iteration 29Q: 3 clusters Score -2627911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2627975.000000 Penalty: 3239.938232
	Iteration 30Q: 3 clusters Score -2627975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2628038.000000 Penalty: 3239.938232
	Iteration 31Q: 3 clusters Score -2628038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2628094.750000 Penalty: 3239.938232
	Iteration 32Q: 3 clusters Score -2628095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2628141.750000 Penalty: 3239.938232
	Iteration 33Q: 3 clusters Score -2628142 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2628185.250000 Penalty: 3239.938232
	Iteration 34Q: 3 clusters Score -2628185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2628221.750000 Penalty: 3239.938232
	Iteration 35Q: 3 clusters Score -2628222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2628257.250000 Penalty: 3239.938232
	Iteration 36Q: 3 clusters Score -2628257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2628277.250000 Penalty: 3239.938232
	Iteration 37Q: 3 clusters Score -2628277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2628294.750000 Penalty: 3239.938232
	Iteration 38Q: 3 clusters Score -2628295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2628318.000000 Penalty: 3239.938232
	Iteration 39Q: 3 clusters Score -2628318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2628355.750000 Penalty: 3239.938232
	Iteration 40F: 3 clusters Score -2628356 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2628381.500000 Penalty: 3239.938232
	Iteration 41Q: 3 clusters Score -2628382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2628400.500000 Penalty: 3239.938232
	Iteration 42Q: 3 clusters Score -2628400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2628430.750000 Penalty: 3239.938232
	Iteration 43Q: 3 clusters Score -2628431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2628454.250000 Penalty: 3239.938232
	Iteration 44Q: 3 clusters Score -2628454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2628466.750000 Penalty: 3239.938232
	Iteration 45Q: 3 clusters Score -2628467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2628476.250000 Penalty: 3239.938232
	Iteration 46Q: 3 clusters Score -2628476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2628491.750000 Penalty: 3239.938232
	Iteration 47Q: 3 clusters Score -2628492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2628513.250000 Penalty: 3239.938232
	Iteration 48Q: 3 clusters Score -2628513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2628523.750000 Penalty: 3239.938232
	Iteration 49Q: 3 clusters Score -2628524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2628530.750000 Penalty: 3239.938232
	Iteration 50Q: 3 clusters Score -2628531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2628535.250000 Penalty: 3239.938232
	Iteration 51Q: 3 clusters Score -2628535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2628543.000000 Penalty: 3239.938232
	Iteration 52Q: 3 clusters Score -2628543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2628554.500000 Penalty: 3239.938232
	Iteration 53Q: 3 clusters Score -2628554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2628558.250000 Penalty: 3239.938232
	Iteration 54Q: 3 clusters Score -2628558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2628565.750000 Penalty: 3239.938232
	Iteration 55Q: 3 clusters Score -2628566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2628569.500000 Penalty: 3239.938232
	Iteration 56Q: 3 clusters Score -2628570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2628571.000000 Penalty: 3239.938232
	Iteration 57Q: 3 clusters Score -2628571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2628575.250000 Penalty: 3239.938232
	Iteration 58Q: 3 clusters Score -2628575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2628574.000000 Penalty: 3239.938232
	Iteration 59Q: 3 clusters Score -2628574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2628575.500000 Penalty: 3239.938232
	Iteration 60F: 3 clusters Score -2628576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2628577.000000 Penalty: 3239.938232
	Iteration 61Q: 3 clusters Score -2628577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2628578.000000 Penalty: 3239.938232
	Iteration 62Q: 3 clusters Score -2628578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2628579.500000 Penalty: 3239.938232
	Iteration 63Q: 3 clusters Score -2628580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2628578.250000 Penalty: 3239.938232
	Iteration 64Q: 3 clusters Score -2628578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2628580.750000 Penalty: 3239.938232
	Iteration 65Q: 3 clusters Score -2628581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2628584.250000 Penalty: 3239.938232
	Iteration 66Q: 3 clusters Score -2628584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2628583.250000 Penalty: 3239.938232
	Iteration 67Q: 3 clusters Score -2628583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2628583.250000 Penalty: 3239.938232
	Iteration 68F: 3 clusters Score -2628583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Entering Unmasked Estep 
Score: -9066180.000000 Penalty: 1813.770386
	Iteration 0F: 2 clusters Score -9066180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -9019228.000000 Penalty: 3627.540771
	Iteration 0F: 3 clusters Score -9019228 nChanged 33377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -9038702.000000 Penalty: 3627.540771
	Iteration 1F: 3 clusters Score -9038702 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -9039714.000000 Penalty: 3627.540771
	Iteration 2Q: 3 clusters Score -9039714 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -9041437.000000 Penalty: 3627.540771
	Iteration 3F: 3 clusters Score -9041437 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -9044214.000000 Penalty: 3627.540771
	Iteration 4F: 3 clusters Score -9044214 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -9048326.000000 Penalty: 3627.540771
	Iteration 5F: 3 clusters Score -9048326 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -9053432.000000 Penalty: 3627.540771
	Iteration 6F: 3 clusters Score -9053432 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -9058291.000000 Penalty: 3627.540771
	Iteration 7F: 3 clusters Score -9058291 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9061681.000000 Penalty: 3627.540771
	Iteration 8Q: 3 clusters Score -9061681 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69026 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9063406.000000 Penalty: 3627.540771
	Iteration 9Q: 3 clusters Score -9063406 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69763 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9064062.000000 Penalty: 3627.540771
	Iteration 10Q: 3 clusters Score -9064062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9064284.000000 Penalty: 3627.540771
	Iteration 11Q: 3 clusters Score -9064284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9064392.000000 Penalty: 3627.540771
	Iteration 12Q: 3 clusters Score -9064392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9064456.000000 Penalty: 3627.540771
	Iteration 13Q: 3 clusters Score -9064456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70138 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9064490.000000 Penalty: 3627.540771
	Iteration 14Q: 3 clusters Score -9064490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70151 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9064530.000000 Penalty: 3627.540771
	Iteration 15Q: 3 clusters Score -9064530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9064547.000000 Penalty: 3627.540771
	Iteration 16Q: 3 clusters Score -9064547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9064552.000000 Penalty: 3627.540771
	Iteration 17Q: 3 clusters Score -9064552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9064548.000000 Penalty: 3627.540771
	Iteration 18Q: 3 clusters Score -9064548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9064558.000000 Penalty: 3627.540771
	Iteration 19Q: 3 clusters Score -9064558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9064567.000000 Penalty: 3627.540771
	Iteration 20F: 3 clusters Score -9064567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9064573.000000 Penalty: 3627.540771
	Iteration 21Q: 3 clusters Score -9064573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9064570.000000 Penalty: 3627.540771
	Iteration 22Q: 3 clusters Score -9064570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9064570.000000 Penalty: 3627.540771
	Iteration 23F: 3 clusters Score -9064570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Entering Unmasked Estep 
Score: -2080062.625000 Penalty: 1579.253296
	Iteration 0F: 2 clusters Score -2080063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2068761.125000 Penalty: 3158.506592
	Iteration 0F: 3 clusters Score -2068761 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2072933.750000 Penalty: 3158.506592
	Iteration 1F: 3 clusters Score -2072934 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2073367.125000 Penalty: 3158.506592
	Iteration 2F: 3 clusters Score -2073367 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2073760.125000 Penalty: 3158.506592
	Iteration 3F: 3 clusters Score -2073760 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2074156.750000 Penalty: 3158.506592
	Iteration 4F: 3 clusters Score -2074157 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2074612.500000 Penalty: 3158.506592
	Iteration 5F: 3 clusters Score -2074612 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2075238.875000 Penalty: 3158.506592
	Iteration 6F: 3 clusters Score -2075239 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2076107.000000 Penalty: 3158.506592
	Iteration 7F: 3 clusters Score -2076107 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2076981.625000 Penalty: 3158.506592
	Iteration 8F: 3 clusters Score -2076982 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2077692.125000 Penalty: 3158.506592
	Iteration 9F: 3 clusters Score -2077692 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2078180.250000 Penalty: 3158.506592
	Iteration 10Q: 3 clusters Score -2078180 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2078557.250000 Penalty: 3158.506592
	Iteration 11Q: 3 clusters Score -2078557 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2078800.375000 Penalty: 3158.506592
	Iteration 12Q: 3 clusters Score -2078800 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2078961.250000 Penalty: 3158.506592
	Iteration 13Q: 3 clusters Score -2078961 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2079073.125000 Penalty: 3158.506592
	Iteration 14Q: 3 clusters Score -2079073 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2079155.125000 Penalty: 3158.506592
	Iteration 15Q: 3 clusters Score -2079155 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2079252.875000 Penalty: 3158.506592
	Iteration 16Q: 3 clusters Score -2079253 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2079354.500000 Penalty: 3158.506592
	Iteration 17Q: 3 clusters Score -2079354 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2079423.375000 Penalty: 3158.506592
	Iteration 18Q: 3 clusters Score -2079423 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2079484.125000 Penalty: 3158.506592
	Iteration 19Q: 3 clusters Score -2079484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2079554.125000 Penalty: 3158.506592
	Iteration 20F: 3 clusters Score -2079554 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2079623.625000 Penalty: 3158.506592
	Iteration 21Q: 3 clusters Score -2079624 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2079705.000000 Penalty: 3158.506592
	Iteration 22Q: 3 clusters Score -2079705 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2079831.250000 Penalty: 3158.506592
	Iteration 23Q: 3 clusters Score -2079831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2079949.625000 Penalty: 3158.506592
	Iteration 24Q: 3 clusters Score -2079950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2080036.250000 Penalty: 3158.506592
	Iteration 25Q: 3 clusters Score -2080036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2080128.625000 Penalty: 3158.506592
	Iteration 26Q: 3 clusters Score -2080129 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2080176.875000 Penalty: 3158.506592
	Iteration 27Q: 3 clusters Score -2080177 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2080204.125000 Penalty: 3158.506592
	Iteration 28Q: 3 clusters Score -2080204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2080228.125000 Penalty: 3158.506592
	Iteration 29Q: 3 clusters Score -2080228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2080247.875000 Penalty: 3158.506592
	Iteration 30Q: 3 clusters Score -2080248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2080264.875000 Penalty: 3158.506592
	Iteration 31Q: 3 clusters Score -2080265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2080281.000000 Penalty: 3158.506592
	Iteration 32Q: 3 clusters Score -2080281 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2080286.250000 Penalty: 3158.506592
	Iteration 33Q: 3 clusters Score -2080286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2080292.125000 Penalty: 3158.506592
	Iteration 34Q: 3 clusters Score -2080292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2080296.500000 Penalty: 3158.506592
	Iteration 35Q: 3 clusters Score -2080296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2080301.250000 Penalty: 3158.506592
	Iteration 36Q: 3 clusters Score -2080301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2080302.750000 Penalty: 3158.506592
	Iteration 37Q: 3 clusters Score -2080303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2080304.125000 Penalty: 3158.506592
	Iteration 38Q: 3 clusters Score -2080304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2080303.750000 Penalty: 3158.506592
	Iteration 39Q: 3 clusters Score -2080304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2080304.250000 Penalty: 3158.506592
	Iteration 40F: 3 clusters Score -2080304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 44128 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 378 members 
Mstep: Class 22 contains 2866 members 
Entering Unmasked Estep 
Score: -59760108.000000 Penalty: 46749.714844
Splitting cluster 9 changes total score from -59755580.000000 to -59760108.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (44128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Entering Unmasked Estep 
Score: -5534386.000000 Penalty: 1737.913086
	Iteration 0F: 2 clusters Score -5534386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5504939.000000 Penalty: 3475.826172
	Iteration 0F: 3 clusters Score -5504939 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -5516508.000000 Penalty: 3475.826172
	Iteration 1F: 3 clusters Score -5516508 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -5517355.000000 Penalty: 3475.826172
	Iteration 2Q: 3 clusters Score -5517355 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5518414.000000 Penalty: 3475.826172
	Iteration 3F: 3 clusters Score -5518414 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -5519893.000000 Penalty: 3475.826172
	Iteration 4F: 3 clusters Score -5519893 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -5522100.500000 Penalty: 3475.826172
	Iteration 5F: 3 clusters Score -5522100 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -5525105.500000 Penalty: 3475.826172
	Iteration 6F: 3 clusters Score -5525106 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -5528390.000000 Penalty: 3475.826172
	Iteration 7F: 3 clusters Score -5528390 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -5530969.000000 Penalty: 3475.826172
	Iteration 8F: 3 clusters Score -5530969 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -5532633.500000 Penalty: 3475.826172
	Iteration 9Q: 3 clusters Score -5532634 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5533733.000000 Penalty: 3475.826172
	Iteration 10Q: 3 clusters Score -5533733 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5534484.000000 Penalty: 3475.826172
	Iteration 11Q: 3 clusters Score -5534484 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5534871.000000 Penalty: 3475.826172
	Iteration 12Q: 3 clusters Score -5534871 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5535066.500000 Penalty: 3475.826172
	Iteration 13Q: 3 clusters Score -5535066 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -5535242.500000 Penalty: 3475.826172
	Iteration 14Q: 3 clusters Score -5535242 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -5535366.000000 Penalty: 3475.826172
	Iteration 15Q: 3 clusters Score -5535366 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -5535476.500000 Penalty: 3475.826172
	Iteration 16Q: 3 clusters Score -5535476 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -5535605.000000 Penalty: 3475.826172
	Iteration 17Q: 3 clusters Score -5535605 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -5535763.500000 Penalty: 3475.826172
	Iteration 18Q: 3 clusters Score -5535764 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5535956.000000 Penalty: 3475.826172
	Iteration 19Q: 3 clusters Score -5535956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5536191.500000 Penalty: 3475.826172
	Iteration 20F: 3 clusters Score -5536192 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -5536419.000000 Penalty: 3475.826172
	Iteration 21Q: 3 clusters Score -5536419 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -5536611.000000 Penalty: 3475.826172
	Iteration 22Q: 3 clusters Score -5536611 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5536763.000000 Penalty: 3475.826172
	Iteration 23Q: 3 clusters Score -5536763 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5536894.000000 Penalty: 3475.826172
	Iteration 24Q: 3 clusters Score -5536894 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -5537002.500000 Penalty: 3475.826172
	Iteration 25Q: 3 clusters Score -5537002 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5537080.500000 Penalty: 3475.826172
	Iteration 26Q: 3 clusters Score -5537080 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -5537140.500000 Penalty: 3475.826172
	Iteration 27Q: 3 clusters Score -5537140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -5537197.000000 Penalty: 3475.826172
	Iteration 28Q: 3 clusters Score -5537197 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5537245.500000 Penalty: 3475.826172
	Iteration 29Q: 3 clusters Score -5537246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -5537281.000000 Penalty: 3475.826172
	Iteration 30Q: 3 clusters Score -5537281 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5537304.500000 Penalty: 3475.826172
	Iteration 31Q: 3 clusters Score -5537304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5537331.500000 Penalty: 3475.826172
	Iteration 32Q: 3 clusters Score -5537332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -5537357.500000 Penalty: 3475.826172
	Iteration 33Q: 3 clusters Score -5537358 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5537370.500000 Penalty: 3475.826172
	Iteration 34Q: 3 clusters Score -5537370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -5537361.000000 Penalty: 3475.826172
	Iteration 35Q: 3 clusters Score -5537361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -5537362.000000 Penalty: 3475.826172
	Iteration 36Q: 3 clusters Score -5537362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -5537361.500000 Penalty: 3475.826172
	Iteration 37Q: 3 clusters Score -5537362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -5537357.000000 Penalty: 3475.826172
	Iteration 38Q: 3 clusters Score -5537357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5537352.000000 Penalty: 3475.826172
	Iteration 39Q: 3 clusters Score -5537352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5537390.500000 Penalty: 3475.826172
	Iteration 40F: 3 clusters Score -5537390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5537419.500000 Penalty: 3475.826172
	Iteration 41Q: 3 clusters Score -5537420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -5537418.000000 Penalty: 3475.826172
	Iteration 42Q: 3 clusters Score -5537418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5537418.500000 Penalty: 3475.826172
	Iteration 43Q: 3 clusters Score -5537418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5537415.000000 Penalty: 3475.826172
	Iteration 44Q: 3 clusters Score -5537415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5537409.500000 Penalty: 3475.826172
	Iteration 45Q: 3 clusters Score -5537410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5537414.500000 Penalty: 3475.826172
	Iteration 46Q: 3 clusters Score -5537414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -5537419.000000 Penalty: 3475.826172
	Iteration 47Q: 3 clusters Score -5537419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5537416.000000 Penalty: 3475.826172
	Iteration 48Q: 3 clusters Score -5537416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5537414.500000 Penalty: 3475.826172
	Iteration 49Q: 3 clusters Score -5537414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -5537421.500000 Penalty: 3475.826172
	Iteration 50Q: 3 clusters Score -5537422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5537427.000000 Penalty: 3475.826172
	Iteration 51Q: 3 clusters Score -5537427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -5537429.000000 Penalty: 3475.826172
	Iteration 52Q: 3 clusters Score -5537429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -5537428.500000 Penalty: 3475.826172
	Iteration 53Q: 3 clusters Score -5537428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5537422.000000 Penalty: 3475.826172
	Iteration 54Q: 3 clusters Score -5537422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -5537430.000000 Penalty: 3475.826172
	Iteration 55Q: 3 clusters Score -5537430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -5537424.500000 Penalty: 3475.826172
	Iteration 56Q: 3 clusters Score -5537424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5537429.000000 Penalty: 3475.826172
	Iteration 57Q: 3 clusters Score -5537429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -5537429.500000 Penalty: 3475.826172
	Iteration 58Q: 3 clusters Score -5537430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5537433.000000 Penalty: 3475.826172
	Iteration 59Q: 3 clusters Score -5537433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -5537441.500000 Penalty: 3475.826172
	Iteration 60F: 3 clusters Score -5537442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -5537436.000000 Penalty: 3475.826172
	Iteration 61Q: 3 clusters Score -5537436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5537447.500000 Penalty: 3475.826172
	Iteration 62Q: 3 clusters Score -5537448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -5537456.500000 Penalty: 3475.826172
	Iteration 63Q: 3 clusters Score -5537456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5537458.000000 Penalty: 3475.826172
	Iteration 64Q: 3 clusters Score -5537458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -5537460.000000 Penalty: 3475.826172
	Iteration 65Q: 3 clusters Score -5537460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5537461.500000 Penalty: 3475.826172
	Iteration 66Q: 3 clusters Score -5537462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5537462.000000 Penalty: 3475.826172
	Iteration 67Q: 3 clusters Score -5537462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5537463.500000 Penalty: 3475.826172
	Iteration 68Q: 3 clusters Score -5537464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -5537465.000000 Penalty: 3475.826172
	Iteration 69Q: 3 clusters Score -5537465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5537461.500000 Penalty: 3475.826172
	Iteration 70Q: 3 clusters Score -5537462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -5537464.500000 Penalty: 3475.826172
	Iteration 71Q: 3 clusters Score -5537464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -5537463.000000 Penalty: 3475.826172
	Iteration 72Q: 3 clusters Score -5537463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -5537464.000000 Penalty: 3475.826172
	Iteration 73Q: 3 clusters Score -5537464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5537467.500000 Penalty: 3475.826172
	Iteration 74Q: 3 clusters Score -5537468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -5537467.500000 Penalty: 3475.826172
	Iteration 75F: 3 clusters Score -5537468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 826 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 378 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 36879 members 
Entering Unmasked Estep 
Score: -59763068.000000 Penalty: 48874.703125
Splitting cluster 11 changes total score from -59755580.000000 to -59763068.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (84687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Entering Unmasked Estep 
Score: -10848076.000000 Penalty: 1843.841675
	Iteration 0F: 2 clusters Score -1.084808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -10791967.000000 Penalty: 3687.683350
	Iteration 0F: 3 clusters Score -1.079197e+07 nChanged 40190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -10815446.000000 Penalty: 3687.683350
	Iteration 1F: 3 clusters Score -1.081545e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -10816025.000000 Penalty: 3687.683350
	Iteration 2Q: 3 clusters Score -1.081602e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -10816750.000000 Penalty: 3687.683350
	Iteration 3Q: 3 clusters Score -1.081675e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -10817637.000000 Penalty: 3687.683350
	Iteration 4Q: 3 clusters Score -1.081764e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -10818756.000000 Penalty: 3687.683350
	Iteration 5Q: 3 clusters Score -1.081876e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -10820233.000000 Penalty: 3687.683350
	Iteration 6Q: 3 clusters Score -1.082023e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -10822354.000000 Penalty: 3687.683350
	Iteration 7F: 3 clusters Score -1.082235e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -10824927.000000 Penalty: 3687.683350
	Iteration 8F: 3 clusters Score -1.082493e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -10828024.000000 Penalty: 3687.683350
	Iteration 9F: 3 clusters Score -1.082802e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 65628 members 
Entering Unmasked Estep 
Score: -10831611.000000 Penalty: 3687.683350
	Iteration 10F: 3 clusters Score -1.083161e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 70423 members 
Entering Unmasked Estep 
Score: -10835278.000000 Penalty: 3687.683350
	Iteration 11F: 3 clusters Score -1.083528e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -10838623.000000 Penalty: 3687.683350
	Iteration 12F: 3 clusters Score -1.083862e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -10841495.000000 Penalty: 3687.683350
	Iteration 13Q: 3 clusters Score -1.08415e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -10843662.000000 Penalty: 3687.683350
	Iteration 14Q: 3 clusters Score -1.084366e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -10844944.000000 Penalty: 3687.683350
	Iteration 15Q: 3 clusters Score -1.084494e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -10845645.000000 Penalty: 3687.683350
	Iteration 16Q: 3 clusters Score -1.084564e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -10846000.000000 Penalty: 3687.683350
	Iteration 17Q: 3 clusters Score -1.0846e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -10846211.000000 Penalty: 3687.683350
	Iteration 18Q: 3 clusters Score -1.084621e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -10846359.000000 Penalty: 3687.683350
	Iteration 19Q: 3 clusters Score -1.084636e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -10846411.000000 Penalty: 3687.683350
	Iteration 20F: 3 clusters Score -1.084641e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -10846445.000000 Penalty: 3687.683350
	Iteration 21Q: 3 clusters Score -1.084644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -10846496.000000 Penalty: 3687.683350
	Iteration 22Q: 3 clusters Score -1.08465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 84059 members 
Entering Unmasked Estep 
Score: -10846512.000000 Penalty: 3687.683350
	Iteration 23Q: 3 clusters Score -1.084651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 84078 members 
Entering Unmasked Estep 
Score: -10846530.000000 Penalty: 3687.683350
	Iteration 24Q: 3 clusters Score -1.084653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -10846538.000000 Penalty: 3687.683350
	Iteration 25Q: 3 clusters Score -1.084654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 84096 members 
Entering Unmasked Estep 
Score: -10846547.000000 Penalty: 3687.683350
	Iteration 26Q: 3 clusters Score -1.084655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -10846548.000000 Penalty: 3687.683350
	Iteration 27Q: 3 clusters Score -1.084655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -10846546.000000 Penalty: 3687.683350
	Iteration 28Q: 3 clusters Score -1.084655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -10846549.000000 Penalty: 3687.683350
	Iteration 29Q: 3 clusters Score -1.084655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -10846553.000000 Penalty: 3687.683350
	Iteration 30Q: 3 clusters Score -1.084655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -10846558.000000 Penalty: 3687.683350
	Iteration 31Q: 3 clusters Score -1.084656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -10846549.000000 Penalty: 3687.683350
	Iteration 32Q: 3 clusters Score -1.084655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84132 members 
Entering Unmasked Estep 
Score: -10846553.000000 Penalty: 3687.683350
	Iteration 33Q: 3 clusters Score -1.084655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -10846560.000000 Penalty: 3687.683350
	Iteration 34Q: 3 clusters Score -1.084656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -10846566.000000 Penalty: 3687.683350
	Iteration 35Q: 3 clusters Score -1.084657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 84147 members 
Entering Unmasked Estep 
Score: -10846557.000000 Penalty: 3687.683350
	Iteration 36Q: 3 clusters Score -1.084656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -10846567.000000 Penalty: 3687.683350
	Iteration 37Q: 3 clusters Score -1.084657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -10846563.000000 Penalty: 3687.683350
	Iteration 38Q: 3 clusters Score -1.084656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 84153 members 
Entering Unmasked Estep 
Score: -10846568.000000 Penalty: 3687.683350
	Iteration 39Q: 3 clusters Score -1.084657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -10846565.000000 Penalty: 3687.683350
	Iteration 40F: 3 clusters Score -1.084656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -234713.359375 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -234713.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -232647.031250 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -232647 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233086.531250 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -233086.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233212.765625 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -233212.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -233284.125000 Penalty: 2459.387207
	Iteration 3Q: 3 clusters Score -233284.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -233355.609375 Penalty: 2459.387207
	Iteration 4Q: 3 clusters Score -233355.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -233416.078125 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -233416.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -233473.546875 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -233473.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -233521.515625 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -233521.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -233563.906250 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -233563.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -233599.281250 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -233599.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -233626.765625 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -233626.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -233648.046875 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -233648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -233659.875000 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -233659.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -233668.312500 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -233668.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -233674.328125 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -233674.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -233681.218750 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -233681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -233684.750000 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -233684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -233686.578125 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -233686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -233686.578125 Penalty: 2459.387207
	Iteration 18F: 3 clusters Score -233686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -30485.109375 Penalty: 900.455322
	Iteration 0F: 2 clusters Score -30485.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29667.935547 Penalty: 1800.910645
	Iteration 0F: 3 clusters Score -29667.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29747.763672 Penalty: 1800.910645
	Iteration 1F: 3 clusters Score -29747.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29764.246094 Penalty: 1800.910645
	Iteration 2Q: 3 clusters Score -29764.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29769.132812 Penalty: 1800.910645
	Iteration 3Q: 3 clusters Score -29769.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29769.132812 Penalty: 1800.910645
	Iteration 4F: 3 clusters Score -29769.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Entering Unmasked Estep 
Score: -1668888.750000 Penalty: 1543.607300
	Iteration 0F: 2 clusters Score -1668889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1659622.625000 Penalty: 3087.214600
	Iteration 0F: 3 clusters Score -1659623 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1663072.750000 Penalty: 3087.214600
	Iteration 1F: 3 clusters Score -1663073 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1663646.000000 Penalty: 3087.214600
	Iteration 2F: 3 clusters Score -1663646 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1664220.750000 Penalty: 3087.214600
	Iteration 3F: 3 clusters Score -1664221 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1664766.625000 Penalty: 3087.214600
	Iteration 4F: 3 clusters Score -1664767 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1665286.875000 Penalty: 3087.214600
	Iteration 5F: 3 clusters Score -1665287 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1665850.125000 Penalty: 3087.214600
	Iteration 6F: 3 clusters Score -1665850 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1666407.250000 Penalty: 3087.214600
	Iteration 7F: 3 clusters Score -1666407 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1666899.125000 Penalty: 3087.214600
	Iteration 8Q: 3 clusters Score -1666899 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1667250.125000 Penalty: 3087.214600
	Iteration 9Q: 3 clusters Score -1667250 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1667528.750000 Penalty: 3087.214600
	Iteration 10Q: 3 clusters Score -1667529 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1667732.000000 Penalty: 3087.214600
	Iteration 11Q: 3 clusters Score -1667732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1667881.750000 Penalty: 3087.214600
	Iteration 12Q: 3 clusters Score -1667882 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1667993.125000 Penalty: 3087.214600
	Iteration 13Q: 3 clusters Score -1667993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1668074.250000 Penalty: 3087.214600
	Iteration 14Q: 3 clusters Score -1668074 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1668154.375000 Penalty: 3087.214600
	Iteration 15Q: 3 clusters Score -1668154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1668201.875000 Penalty: 3087.214600
	Iteration 16Q: 3 clusters Score -1668202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1668230.750000 Penalty: 3087.214600
	Iteration 17Q: 3 clusters Score -1668231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1668248.875000 Penalty: 3087.214600
	Iteration 18Q: 3 clusters Score -1668249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1668269.125000 Penalty: 3087.214600
	Iteration 19Q: 3 clusters Score -1668269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1668287.000000 Penalty: 3087.214600
	Iteration 20F: 3 clusters Score -1668287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1668299.625000 Penalty: 3087.214600
	Iteration 21Q: 3 clusters Score -1668300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1668302.750000 Penalty: 3087.214600
	Iteration 22Q: 3 clusters Score -1668303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1668312.000000 Penalty: 3087.214600
	Iteration 23Q: 3 clusters Score -1668312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1668318.750000 Penalty: 3087.214600
	Iteration 24Q: 3 clusters Score -1668319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1668320.250000 Penalty: 3087.214600
	Iteration 25Q: 3 clusters Score -1668320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1668320.125000 Penalty: 3087.214600
	Iteration 26Q: 3 clusters Score -1668320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1668325.000000 Penalty: 3087.214600
	Iteration 27Q: 3 clusters Score -1668325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1668324.000000 Penalty: 3087.214600
	Iteration 28Q: 3 clusters Score -1668324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1668324.750000 Penalty: 3087.214600
	Iteration 29Q: 3 clusters Score -1668325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1668324.750000 Penalty: 3087.214600
	Iteration 30Q: 3 clusters Score -1668325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1668325.500000 Penalty: 3087.214600
	Iteration 31Q: 3 clusters Score -1668326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1668329.125000 Penalty: 3087.214600
	Iteration 32Q: 3 clusters Score -1668329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1668330.125000 Penalty: 3087.214600
	Iteration 33Q: 3 clusters Score -1668330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1668331.125000 Penalty: 3087.214600
	Iteration 34Q: 3 clusters Score -1668331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1668332.500000 Penalty: 3087.214600
	Iteration 35Q: 3 clusters Score -1668332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1668333.750000 Penalty: 3087.214600
	Iteration 36Q: 3 clusters Score -1668334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1668335.000000 Penalty: 3087.214600
	Iteration 37Q: 3 clusters Score -1668335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1668332.250000 Penalty: 3087.214600
	Iteration 38Q: 3 clusters Score -1668332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1668333.750000 Penalty: 3087.214600
	Iteration 39Q: 3 clusters Score -1668334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1668336.250000 Penalty: 3087.214600
	Iteration 40F: 3 clusters Score -1668336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1668339.000000 Penalty: 3087.214600
	Iteration 41Q: 3 clusters Score -1668339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1668341.500000 Penalty: 3087.214600
	Iteration 42Q: 3 clusters Score -1668342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1668344.500000 Penalty: 3087.214600
	Iteration 43Q: 3 clusters Score -1668344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1668345.500000 Penalty: 3087.214600
	Iteration 44Q: 3 clusters Score -1668346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1668344.125000 Penalty: 3087.214600
	Iteration 45Q: 3 clusters Score -1668344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1668346.375000 Penalty: 3087.214600
	Iteration 46Q: 3 clusters Score -1668346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1668345.250000 Penalty: 3087.214600
	Iteration 47Q: 3 clusters Score -1668345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1668344.750000 Penalty: 3087.214600
	Iteration 48Q: 3 clusters Score -1668345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1668343.250000 Penalty: 3087.214600
	Iteration 49Q: 3 clusters Score -1668343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1668342.875000 Penalty: 3087.214600
	Iteration 50Q: 3 clusters Score -1668343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1668344.000000 Penalty: 3087.214600
	Iteration 51Q: 3 clusters Score -1668344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1668345.750000 Penalty: 3087.214600
	Iteration 52Q: 3 clusters Score -1668346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1668344.375000 Penalty: 3087.214600
	Iteration 53Q: 3 clusters Score -1668344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1668346.125000 Penalty: 3087.214600
	Iteration 54Q: 3 clusters Score -1668346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1668346.125000 Penalty: 3087.214600
	Iteration 55F: 3 clusters Score -1668346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Entering Unmasked Estep 
Score: -1409477.750000 Penalty: 1525.166016
	Iteration 0F: 2 clusters Score -1409478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1401171.875000 Penalty: 3050.332031
	Iteration 0F: 3 clusters Score -1401172 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1404297.250000 Penalty: 3050.332031
	Iteration 1F: 3 clusters Score -1404297 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1405128.375000 Penalty: 3050.332031
	Iteration 2F: 3 clusters Score -1405128 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1406125.625000 Penalty: 3050.332031
	Iteration 3F: 3 clusters Score -1406126 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1407111.750000 Penalty: 3050.332031
	Iteration 4F: 3 clusters Score -1407112 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1407881.625000 Penalty: 3050.332031
	Iteration 5F: 3 clusters Score -1407882 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1408427.500000 Penalty: 3050.332031
	Iteration 6F: 3 clusters Score -1408428 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1408761.500000 Penalty: 3050.332031
	Iteration 7Q: 3 clusters Score -1408762 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1408945.250000 Penalty: 3050.332031
	Iteration 8Q: 3 clusters Score -1408945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1409078.750000 Penalty: 3050.332031
	Iteration 9Q: 3 clusters Score -1409079 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1409159.875000 Penalty: 3050.332031
	Iteration 10Q: 3 clusters Score -1409160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1409199.125000 Penalty: 3050.332031
	Iteration 11Q: 3 clusters Score -1409199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1409215.250000 Penalty: 3050.332031
	Iteration 12Q: 3 clusters Score -1409215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1409226.750000 Penalty: 3050.332031
	Iteration 13Q: 3 clusters Score -1409227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1409242.000000 Penalty: 3050.332031
	Iteration 14Q: 3 clusters Score -1409242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1409250.500000 Penalty: 3050.332031
	Iteration 15Q: 3 clusters Score -1409250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1409261.250000 Penalty: 3050.332031
	Iteration 16Q: 3 clusters Score -1409261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1409268.875000 Penalty: 3050.332031
	Iteration 17Q: 3 clusters Score -1409269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1409274.875000 Penalty: 3050.332031
	Iteration 18Q: 3 clusters Score -1409275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1409276.625000 Penalty: 3050.332031
	Iteration 19Q: 3 clusters Score -1409277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1409282.875000 Penalty: 3050.332031
	Iteration 20F: 3 clusters Score -1409283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1409291.000000 Penalty: 3050.332031
	Iteration 21Q: 3 clusters Score -1409291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1409300.250000 Penalty: 3050.332031
	Iteration 22Q: 3 clusters Score -1409300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1409300.625000 Penalty: 3050.332031
	Iteration 23Q: 3 clusters Score -1409301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1409304.125000 Penalty: 3050.332031
	Iteration 24Q: 3 clusters Score -1409304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1409305.500000 Penalty: 3050.332031
	Iteration 25Q: 3 clusters Score -1409306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1409308.375000 Penalty: 3050.332031
	Iteration 26Q: 3 clusters Score -1409308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1409309.125000 Penalty: 3050.332031
	Iteration 27Q: 3 clusters Score -1409309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1409312.500000 Penalty: 3050.332031
	Iteration 28Q: 3 clusters Score -1409312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1409312.250000 Penalty: 3050.332031
	Iteration 29Q: 3 clusters Score -1409312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1409312.500000 Penalty: 3050.332031
	Iteration 30Q: 3 clusters Score -1409312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1409312.500000 Penalty: 3050.332031
	Iteration 31Q: 3 clusters Score -1409312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1409311.625000 Penalty: 3050.332031
	Iteration 32Q: 3 clusters Score -1409312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1409312.375000 Penalty: 3050.332031
	Iteration 33Q: 3 clusters Score -1409312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1409310.500000 Penalty: 3050.332031
	Iteration 34Q: 3 clusters Score -1409310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1409310.875000 Penalty: 3050.332031
	Iteration 35Q: 3 clusters Score -1409311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1409308.625000 Penalty: 3050.332031
	Iteration 36Q: 3 clusters Score -1409309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1409310.500000 Penalty: 3050.332031
	Iteration 37Q: 3 clusters Score -1409310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1409310.625000 Penalty: 3050.332031
	Iteration 38Q: 3 clusters Score -1409311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1409312.625000 Penalty: 3050.332031
	Iteration 39Q: 3 clusters Score -1409313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1409314.875000 Penalty: 3050.332031
	Iteration 40F: 3 clusters Score -1409315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1409314.000000 Penalty: 3050.332031
	Iteration 41Q: 3 clusters Score -1409314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1409314.000000 Penalty: 3050.332031
	Iteration 42F: 3 clusters Score -1409314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -82490.437500 Penalty: 1091.446655
	Iteration 0F: 2 clusters Score -82490.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81241.531250 Penalty: 2182.893311
	Iteration 0F: 3 clusters Score -81241.53 nChanged 256
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: -81755.460938 Penalty: 2182.893311
	Iteration 1F: 3 clusters Score -81755.46 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81951.835938 Penalty: 2182.893311
	Iteration 2F: 3 clusters Score -81951.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82099.218750 Penalty: 2182.893311
	Iteration 3F: 3 clusters Score -82099.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82255.625000 Penalty: 2182.893311
	Iteration 4Q: 3 clusters Score -82255.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82502.078125 Penalty: 2182.893311
	Iteration 5F: 3 clusters Score -82502.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82694.226562 Penalty: 2182.893311
	Iteration 6Q: 3 clusters Score -82694.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82906.609375 Penalty: 2182.893311
	Iteration 7F: 3 clusters Score -82906.61 nChanged 37
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: -83037.218750 Penalty: 2182.893311
	Iteration 8Q: 3 clusters Score -83037.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83081.859375 Penalty: 2182.893311
	Iteration 9Q: 3 clusters Score -83081.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -83124.679688 Penalty: 2182.893311
	Iteration 10Q: 3 clusters Score -83124.68 nChanged 8
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: -83221.148438 Penalty: 2182.893311
	Iteration 11Q: 3 clusters Score -83221.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -83285.695312 Penalty: 2182.893311
	Iteration 12Q: 3 clusters Score -83285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83334.367188 Penalty: 2182.893311
	Iteration 13Q: 3 clusters Score -83334.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -83337.156250 Penalty: 2182.893311
	Iteration 14Q: 3 clusters Score -83337.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -83339.164062 Penalty: 2182.893311
	Iteration 15Q: 3 clusters Score -83339.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83339.703125 Penalty: 2182.893311
	Iteration 16Q: 3 clusters Score -83339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -83339.703125 Penalty: 2182.893311
	Iteration 17F: 3 clusters Score -83339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Mstep: Class 21 contains 378 members 
Mstep: Class 22 contains 2866 members 
Mstep: Class 23 contains 36879 members 
Mstep: Class 24 contains 493 members 
Entering Unmasked Estep 
Score: -59762864.000000 Penalty: 50999.687500
Splitting cluster 17 changes total score from -59755580.000000 to -59762864.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (65341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Entering Unmasked Estep 
Score: -8404843.000000 Penalty: 1801.698364
	Iteration 0F: 2 clusters Score -8404843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -8361417.000000 Penalty: 3603.396729
	Iteration 0F: 3 clusters Score -8361417 nChanged 30943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -8379101.000000 Penalty: 3603.396729
	Iteration 1F: 3 clusters Score -8379101 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -8379925.000000 Penalty: 3603.396729
	Iteration 2Q: 3 clusters Score -8379925 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -8380910.500000 Penalty: 3603.396729
	Iteration 3Q: 3 clusters Score -8380910 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -8382449.000000 Penalty: 3603.396729
	Iteration 4Q: 3 clusters Score -8382449 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -8384533.000000 Penalty: 3603.396729
	Iteration 5F: 3 clusters Score -8384533 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -8387657.000000 Penalty: 3603.396729
	Iteration 6F: 3 clusters Score -8387657 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8391636.000000 Penalty: 3603.396729
	Iteration 7F: 3 clusters Score -8391636 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8395085.000000 Penalty: 3603.396729
	Iteration 8F: 3 clusters Score -8395085 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8397060.000000 Penalty: 3603.396729
	Iteration 9F: 3 clusters Score -8397060 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -8398082.000000 Penalty: 3603.396729
	Iteration 10Q: 3 clusters Score -8398082 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8398623.000000 Penalty: 3603.396729
	Iteration 11Q: 3 clusters Score -8398623 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8398943.000000 Penalty: 3603.396729
	Iteration 12Q: 3 clusters Score -8398943 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8399208.000000 Penalty: 3603.396729
	Iteration 13Q: 3 clusters Score -8399208 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8399421.000000 Penalty: 3603.396729
	Iteration 14Q: 3 clusters Score -8399421 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8399596.000000 Penalty: 3603.396729
	Iteration 15Q: 3 clusters Score -8399596 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8399816.000000 Penalty: 3603.396729
	Iteration 16Q: 3 clusters Score -8399816 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -8400055.000000 Penalty: 3603.396729
	Iteration 17Q: 3 clusters Score -8400055 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -8400339.000000 Penalty: 3603.396729
	Iteration 18Q: 3 clusters Score -8400339 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8400511.000000 Penalty: 3603.396729
	Iteration 19Q: 3 clusters Score -8400511 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -8400784.000000 Penalty: 3603.396729
	Iteration 20F: 3 clusters Score -8400784 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -8400979.000000 Penalty: 3603.396729
	Iteration 21Q: 3 clusters Score -8400979 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -8401157.000000 Penalty: 3603.396729
	Iteration 22Q: 3 clusters Score -8401157 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -8401347.000000 Penalty: 3603.396729
	Iteration 23Q: 3 clusters Score -8401347 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -8401559.000000 Penalty: 3603.396729
	Iteration 24Q: 3 clusters Score -8401559 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -8401714.000000 Penalty: 3603.396729
	Iteration 25Q: 3 clusters Score -8401714 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -8401851.000000 Penalty: 3603.396729
	Iteration 26Q: 3 clusters Score -8401851 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -8401942.000000 Penalty: 3603.396729
	Iteration 27Q: 3 clusters Score -8401942 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -8402024.000000 Penalty: 3603.396729
	Iteration 28Q: 3 clusters Score -8402024 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -8402064.000000 Penalty: 3603.396729
	Iteration 29Q: 3 clusters Score -8402064 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -8402075.000000 Penalty: 3603.396729
	Iteration 30Q: 3 clusters Score -8402075 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -8402105.000000 Penalty: 3603.396729
	Iteration 31Q: 3 clusters Score -8402105 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -8402133.000000 Penalty: 3603.396729
	Iteration 32Q: 3 clusters Score -8402133 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -8402152.000000 Penalty: 3603.396729
	Iteration 33Q: 3 clusters Score -8402152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -8402169.000000 Penalty: 3603.396729
	Iteration 34Q: 3 clusters Score -8402169 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -8402214.000000 Penalty: 3603.396729
	Iteration 35Q: 3 clusters Score -8402214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8402222.000000 Penalty: 3603.396729
	Iteration 36Q: 3 clusters Score -8402222 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -8402220.000000 Penalty: 3603.396729
	Iteration 37Q: 3 clusters Score -8402220 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -8402233.000000 Penalty: 3603.396729
	Iteration 38Q: 3 clusters Score -8402233 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -8402227.000000 Penalty: 3603.396729
	Iteration 39Q: 3 clusters Score -8402227 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -8402212.000000 Penalty: 3603.396729
	Iteration 40F: 3 clusters Score -8402212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8402225.000000 Penalty: 3603.396729
	Iteration 41Q: 3 clusters Score -8402225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -8402228.000000 Penalty: 3603.396729
	Iteration 42Q: 3 clusters Score -8402228 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -8402219.000000 Penalty: 3603.396729
	Iteration 43Q: 3 clusters Score -8402219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -8402216.000000 Penalty: 3603.396729
	Iteration 44Q: 3 clusters Score -8402216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -8402228.000000 Penalty: 3603.396729
	Iteration 45Q: 3 clusters Score -8402228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -8402229.000000 Penalty: 3603.396729
	Iteration 46Q: 3 clusters Score -8402229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -8402229.000000 Penalty: 3603.396729
	Iteration 47Q: 3 clusters Score -8402229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -8402235.000000 Penalty: 3603.396729
	Iteration 48Q: 3 clusters Score -8402235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -8402238.000000 Penalty: 3603.396729
	Iteration 49Q: 3 clusters Score -8402238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -8402231.000000 Penalty: 3603.396729
	Iteration 50Q: 3 clusters Score -8402231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -8402239.000000 Penalty: 3603.396729
	Iteration 51Q: 3 clusters Score -8402239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -8402245.000000 Penalty: 3603.396729
	Iteration 52Q: 3 clusters Score -8402245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -8402256.000000 Penalty: 3603.396729
	Iteration 53Q: 3 clusters Score -8402256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -8402249.000000 Penalty: 3603.396729
	Iteration 54Q: 3 clusters Score -8402249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -8402244.000000 Penalty: 3603.396729
	Iteration 55Q: 3 clusters Score -8402244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -8402233.000000 Penalty: 3603.396729
	Iteration 56Q: 3 clusters Score -8402233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -8402243.000000 Penalty: 3603.396729
	Iteration 57Q: 3 clusters Score -8402243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8402243.000000 Penalty: 3603.396729
	Iteration 58Q: 3 clusters Score -8402243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -8402243.000000 Penalty: 3603.396729
	Iteration 59Q: 3 clusters Score -8402243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -8402242.000000 Penalty: 3603.396729
	Iteration 60F: 3 clusters Score -8402242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -8402246.000000 Penalty: 3603.396729
	Iteration 61Q: 3 clusters Score -8402246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -8402244.000000 Penalty: 3603.396729
	Iteration 62Q: 3 clusters Score -8402244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -8402252.000000 Penalty: 3603.396729
	Iteration 63Q: 3 clusters Score -8402252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -8402247.000000 Penalty: 3603.396729
	Iteration 64Q: 3 clusters Score -8402247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -8402246.000000 Penalty: 3603.396729
	Iteration 65Q: 3 clusters Score -8402246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -8402246.000000 Penalty: 3603.396729
	Iteration 66F: 3 clusters Score -8402246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Entering Unmasked Estep 
Score: -2278863.750000 Penalty: 1588.192627
	Iteration 0F: 2 clusters Score -2278864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2266709.750000 Penalty: 3176.385254
	Iteration 0F: 3 clusters Score -2266710 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2270945.750000 Penalty: 3176.385254
	Iteration 1F: 3 clusters Score -2270946 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2271236.750000 Penalty: 3176.385254
	Iteration 2Q: 3 clusters Score -2271237 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2271503.000000 Penalty: 3176.385254
	Iteration 3Q: 3 clusters Score -2271503 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2271829.250000 Penalty: 3176.385254
	Iteration 4Q: 3 clusters Score -2271829 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2272196.500000 Penalty: 3176.385254
	Iteration 5Q: 3 clusters Score -2272196 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2272619.000000 Penalty: 3176.385254
	Iteration 6Q: 3 clusters Score -2272619 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2273154.500000 Penalty: 3176.385254
	Iteration 7F: 3 clusters Score -2273154 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2273780.250000 Penalty: 3176.385254
	Iteration 8F: 3 clusters Score -2273780 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2274427.500000 Penalty: 3176.385254
	Iteration 9F: 3 clusters Score -2274428 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2275049.500000 Penalty: 3176.385254
	Iteration 10Q: 3 clusters Score -2275050 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2275521.250000 Penalty: 3176.385254
	Iteration 11Q: 3 clusters Score -2275521 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2275907.250000 Penalty: 3176.385254
	Iteration 12Q: 3 clusters Score -2275907 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2276226.750000 Penalty: 3176.385254
	Iteration 13Q: 3 clusters Score -2276227 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2276441.750000 Penalty: 3176.385254
	Iteration 14Q: 3 clusters Score -2276442 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2276615.750000 Penalty: 3176.385254
	Iteration 15Q: 3 clusters Score -2276616 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2276768.500000 Penalty: 3176.385254
	Iteration 16Q: 3 clusters Score -2276768 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2276905.000000 Penalty: 3176.385254
	Iteration 17Q: 3 clusters Score -2276905 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2277018.000000 Penalty: 3176.385254
	Iteration 18Q: 3 clusters Score -2277018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2277116.500000 Penalty: 3176.385254
	Iteration 19Q: 3 clusters Score -2277116 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2277182.750000 Penalty: 3176.385254
	Iteration 20F: 3 clusters Score -2277183 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2277221.250000 Penalty: 3176.385254
	Iteration 21Q: 3 clusters Score -2277221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2277254.000000 Penalty: 3176.385254
	Iteration 22Q: 3 clusters Score -2277254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2277285.000000 Penalty: 3176.385254
	Iteration 23Q: 3 clusters Score -2277285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2277304.750000 Penalty: 3176.385254
	Iteration 24Q: 3 clusters Score -2277305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2277326.250000 Penalty: 3176.385254
	Iteration 25Q: 3 clusters Score -2277326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2277349.000000 Penalty: 3176.385254
	Iteration 26Q: 3 clusters Score -2277349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2277369.000000 Penalty: 3176.385254
	Iteration 27Q: 3 clusters Score -2277369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2277387.500000 Penalty: 3176.385254
	Iteration 28Q: 3 clusters Score -2277388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2277405.250000 Penalty: 3176.385254
	Iteration 29Q: 3 clusters Score -2277405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2277421.500000 Penalty: 3176.385254
	Iteration 30Q: 3 clusters Score -2277422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2277432.500000 Penalty: 3176.385254
	Iteration 31Q: 3 clusters Score -2277432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2277445.500000 Penalty: 3176.385254
	Iteration 32Q: 3 clusters Score -2277446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2277453.250000 Penalty: 3176.385254
	Iteration 33Q: 3 clusters Score -2277453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2277457.750000 Penalty: 3176.385254
	Iteration 34Q: 3 clusters Score -2277458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2277460.500000 Penalty: 3176.385254
	Iteration 35Q: 3 clusters Score -2277460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2277462.250000 Penalty: 3176.385254
	Iteration 36Q: 3 clusters Score -2277462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2277464.250000 Penalty: 3176.385254
	Iteration 37Q: 3 clusters Score -2277464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2277466.000000 Penalty: 3176.385254
	Iteration 38Q: 3 clusters Score -2277466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2277465.250000 Penalty: 3176.385254
	Iteration 39Q: 3 clusters Score -2277465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2277468.750000 Penalty: 3176.385254
	Iteration 40F: 3 clusters Score -2277469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2277467.750000 Penalty: 3176.385254
	Iteration 41Q: 3 clusters Score -2277468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2277470.500000 Penalty: 3176.385254
	Iteration 42Q: 3 clusters Score -2277470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2277466.500000 Penalty: 3176.385254
	Iteration 43Q: 3 clusters Score -2277466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2277467.250000 Penalty: 3176.385254
	Iteration 44Q: 3 clusters Score -2277467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2277469.250000 Penalty: 3176.385254
	Iteration 45Q: 3 clusters Score -2277469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2277474.000000 Penalty: 3176.385254
	Iteration 46Q: 3 clusters Score -2277474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2277477.500000 Penalty: 3176.385254
	Iteration 47Q: 3 clusters Score -2277478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2277478.500000 Penalty: 3176.385254
	Iteration 48Q: 3 clusters Score -2277478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2277477.250000 Penalty: 3176.385254
	Iteration 49Q: 3 clusters Score -2277477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2277478.000000 Penalty: 3176.385254
	Iteration 50Q: 3 clusters Score -2277478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2277477.750000 Penalty: 3176.385254
	Iteration 51Q: 3 clusters Score -2277478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2277477.750000 Penalty: 3176.385254
	Iteration 52F: 3 clusters Score -2277478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -259758.296875 Penalty: 1240.343872
	Iteration 0F: 2 clusters Score -259758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257616.812500 Penalty: 2480.687744
	Iteration 0F: 3 clusters Score -257616.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -258042.343750 Penalty: 2480.687744
	Iteration 1F: 3 clusters Score -258042.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -258152.234375 Penalty: 2480.687744
	Iteration 2F: 3 clusters Score -258152.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -258211.828125 Penalty: 2480.687744
	Iteration 3Q: 3 clusters Score -258211.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -258245.171875 Penalty: 2480.687744
	Iteration 4Q: 3 clusters Score -258245.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258266.843750 Penalty: 2480.687744
	Iteration 5Q: 3 clusters Score -258266.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258279.765625 Penalty: 2480.687744
	Iteration 6Q: 3 clusters Score -258279.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -258295.796875 Penalty: 2480.687744
	Iteration 7Q: 3 clusters Score -258295.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -258313.921875 Penalty: 2480.687744
	Iteration 8Q: 3 clusters Score -258313.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -258327.015625 Penalty: 2480.687744
	Iteration 9Q: 3 clusters Score -258327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -258333.921875 Penalty: 2480.687744
	Iteration 10Q: 3 clusters Score -258333.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -258342.953125 Penalty: 2480.687744
	Iteration 11Q: 3 clusters Score -258343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -258350.031250 Penalty: 2480.687744
	Iteration 12Q: 3 clusters Score -258350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -258353.453125 Penalty: 2480.687744
	Iteration 13Q: 3 clusters Score -258353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -258354.656250 Penalty: 2480.687744
	Iteration 14Q: 3 clusters Score -258354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -258356.406250 Penalty: 2480.687744
	Iteration 15Q: 3 clusters Score -258356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -258357.421875 Penalty: 2480.687744
	Iteration 16Q: 3 clusters Score -258357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -258358.468750 Penalty: 2480.687744
	Iteration 17Q: 3 clusters Score -258358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -258359.531250 Penalty: 2480.687744
	Iteration 18Q: 3 clusters Score -258359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -258359.531250 Penalty: 2480.687744
	Iteration 19F: 3 clusters Score -258359.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 110828 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 21355 members 
Mstep: Class 8 contains 70380 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 84687 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 255 members 
Mstep: Class 15 contains 13348 members 
Mstep: Class 16 contains 11916 members 
Mstep: Class 17 contains 333 members 
Mstep: Class 18 contains 65341 members 
Mstep: Class 19 contains 17562 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765176.000000 Penalty: 50999.687500
Iteration 39Q: 25 clusters Score -5.976518e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 451 members 
Mstep: Class 3 contains 110715 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 727 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 21203 members 
Mstep: Class 8 contains 70792 members 
Mstep: Class 9 contains 13661 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 84899 members 
Mstep: Class 13 contains 1941 members 
Mstep: Class 14 contains 253 members 
Mstep: Class 15 contains 13616 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 64878 members 
Mstep: Class 19 contains 17569 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 371 members 
Mstep: Class 22 contains 2730 members 
Mstep: Class 23 contains 36383 members 
Mstep: Class 24 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767768.000000 Penalty: 50999.687500
Iteration 40F: 25 clusters Score -5.976777e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 110328 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 70968 members 
Mstep: Class 9 contains 13552 members 
Mstep: Class 10 contains 9422 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 84731 members 
Mstep: Class 13 contains 1914 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 13722 members 
Mstep: Class 16 contains 11888 members 
Mstep: Class 17 contains 398 members 
Mstep: Class 18 contains 64456 members 
Mstep: Class 19 contains 17554 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 389 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 36609 members 
Mstep: Class 24 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769620.000000 Penalty: 50999.687500
Iteration 41Q: 25 clusters Score -5.976962e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 394 members 
Mstep: Class 3 contains 110043 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 719 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 71110 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 84709 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 252 members 
Mstep: Class 15 contains 13840 members 
Mstep: Class 16 contains 11707 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 64056 members 
Mstep: Class 19 contains 17527 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 395 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 36600 members 
Mstep: Class 24 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770520.000000 Penalty: 50999.687500
Iteration 42Q: 25 clusters Score -5.977052e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 389 members 
Mstep: Class 3 contains 109820 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 21222 members 
Mstep: Class 8 contains 71220 members 
Mstep: Class 9 contains 13496 members 
Mstep: Class 10 contains 9630 members 
Mstep: Class 11 contains 7795 members 
Mstep: Class 12 contains 84741 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 251 members 
Mstep: Class 15 contains 13951 members 
Mstep: Class 16 contains 11549 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 63703 members 
Mstep: Class 19 contains 17485 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 3181 members 
Mstep: Class 23 contains 36538 members 
Mstep: Class 24 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771152.000000 Penalty: 50999.687500
Iteration 43Q: 25 clusters Score -5.977115e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 109606 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 21294 members 
Mstep: Class 8 contains 71289 members 
Mstep: Class 9 contains 13499 members 
Mstep: Class 10 contains 9703 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 84792 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 246 members 
Mstep: Class 15 contains 14037 members 
Mstep: Class 16 contains 11382 members 
Mstep: Class 17 contains 389 members 
Mstep: Class 18 contains 63412 members 
Mstep: Class 19 contains 17458 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 36484 members 
Mstep: Class 24 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771424.000000 Penalty: 50999.687500
Iteration 44Q: 25 clusters Score -5.977142e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 387 members 
Mstep: Class 3 contains 109431 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 21364 members 
Mstep: Class 8 contains 71328 members 
Mstep: Class 9 contains 13514 members 
Mstep: Class 10 contains 9745 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 84836 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14110 members 
Mstep: Class 16 contains 11253 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 63124 members 
Mstep: Class 19 contains 17430 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 3488 members 
Mstep: Class 23 contains 36451 members 
Mstep: Class 24 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771632.000000 Penalty: 50999.687500
Iteration 45Q: 25 clusters Score -5.977163e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 386 members 
Mstep: Class 3 contains 109258 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 21427 members 
Mstep: Class 8 contains 71367 members 
Mstep: Class 9 contains 13511 members 
Mstep: Class 10 contains 9770 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 84894 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 11144 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 62869 members 
Mstep: Class 19 contains 17410 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 3628 members 
Mstep: Class 23 contains 36419 members 
Mstep: Class 24 contains 624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771736.000000 Penalty: 50999.687500
Iteration 46Q: 25 clusters Score -5.977174e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 109109 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 21486 members 
Mstep: Class 8 contains 71405 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 9790 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 84940 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 16 contains 11016 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 62656 members 
Mstep: Class 19 contains 17404 members 
Mstep: Class 20 contains 2961 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 3786 members 
Mstep: Class 23 contains 36363 members 
Mstep: Class 24 contains 627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772048.000000 Penalty: 50999.687500
Iteration 47Q: 25 clusters Score -5.977205e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 109039 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 7 contains 21528 members 
Mstep: Class 8 contains 71426 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 84950 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14354 members 
Mstep: Class 16 contains 10884 members 
Mstep: Class 17 contains 382 members 
Mstep: Class 18 contains 62498 members 
Mstep: Class 19 contains 17391 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 3931 members 
Mstep: Class 23 contains 36286 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772132.000000 Penalty: 50999.687500
Iteration 48Q: 25 clusters Score -5.977213e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108949 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 21580 members 
Mstep: Class 8 contains 71428 members 
Mstep: Class 9 contains 13502 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 84962 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14429 members 
Mstep: Class 16 contains 10780 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 62348 members 
Mstep: Class 19 contains 17391 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4070 members 
Mstep: Class 23 contains 36224 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772308.000000 Penalty: 50999.687500
Iteration 49Q: 25 clusters Score -5.977231e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108869 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 21632 members 
Mstep: Class 8 contains 71427 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 84965 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14528 members 
Mstep: Class 16 contains 10682 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 62201 members 
Mstep: Class 19 contains 17391 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4220 members 
Mstep: Class 23 contains 36170 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772244.000000 Penalty: 50999.687500
Iteration 50Q: 25 clusters Score -5.977224e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108791 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 71410 members 
Mstep: Class 9 contains 13456 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 8384 members 
Mstep: Class 12 contains 84973 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14621 members 
Mstep: Class 16 contains 10557 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 62098 members 
Mstep: Class 19 contains 17377 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4342 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772276.000000 Penalty: 50999.687500
Iteration 51Q: 25 clusters Score -5.977228e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108716 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 21744 members 
Mstep: Class 8 contains 71400 members 
Mstep: Class 9 contains 13436 members 
Mstep: Class 10 contains 9801 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 84965 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14729 members 
Mstep: Class 16 contains 10431 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 61995 members 
Mstep: Class 19 contains 17359 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4457 members 
Mstep: Class 23 contains 36105 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772296.000000 Penalty: 50999.687500
Iteration 52Q: 25 clusters Score -5.97723e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108649 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 21793 members 
Mstep: Class 8 contains 71378 members 
Mstep: Class 9 contains 13423 members 
Mstep: Class 10 contains 9805 members 
Mstep: Class 11 contains 8488 members 
Mstep: Class 12 contains 84951 members 
Mstep: Class 13 contains 1863 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 61913 members 
Mstep: Class 19 contains 17345 members 
Mstep: Class 20 contains 3215 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4576 members 
Mstep: Class 23 contains 36086 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772492.000000 Penalty: 50999.687500
Iteration 53Q: 25 clusters Score -5.977249e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108606 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3202 members 
Mstep: Class 7 contains 21834 members 
Mstep: Class 8 contains 71343 members 
Mstep: Class 9 contains 13403 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 8537 members 
Mstep: Class 12 contains 84927 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 14909 members 
Mstep: Class 16 contains 10172 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61845 members 
Mstep: Class 19 contains 17336 members 
Mstep: Class 20 contains 3258 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4673 members 
Mstep: Class 23 contains 36077 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772556.000000 Penalty: 50999.687500
Iteration 54Q: 25 clusters Score -5.977256e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108546 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 21860 members 
Mstep: Class 8 contains 71314 members 
Mstep: Class 9 contains 13389 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 8588 members 
Mstep: Class 12 contains 84920 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15000 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61789 members 
Mstep: Class 19 contains 17331 members 
Mstep: Class 20 contains 3285 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4777 members 
Mstep: Class 23 contains 36061 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772648.000000 Penalty: 50999.687500
Iteration 55Q: 25 clusters Score -5.977265e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108496 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 21882 members 
Mstep: Class 8 contains 71284 members 
Mstep: Class 9 contains 13385 members 
Mstep: Class 10 contains 9797 members 
Mstep: Class 11 contains 8639 members 
Mstep: Class 12 contains 84924 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15084 members 
Mstep: Class 16 contains 9929 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61737 members 
Mstep: Class 19 contains 17327 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4854 members 
Mstep: Class 23 contains 36042 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772904.000000 Penalty: 50999.687500
Iteration 56Q: 25 clusters Score -5.97729e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108442 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 21908 members 
Mstep: Class 8 contains 71261 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 9793 members 
Mstep: Class 11 contains 8684 members 
Mstep: Class 12 contains 84926 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15176 members 
Mstep: Class 16 contains 9816 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61677 members 
Mstep: Class 19 contains 17319 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4918 members 
Mstep: Class 23 contains 36035 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772884.000000 Penalty: 50999.687500
Iteration 57Q: 25 clusters Score -5.977288e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108402 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 21939 members 
Mstep: Class 8 contains 71218 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 9784 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 84920 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15278 members 
Mstep: Class 16 contains 9730 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61618 members 
Mstep: Class 19 contains 17311 members 
Mstep: Class 20 contains 3392 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 4971 members 
Mstep: Class 23 contains 36019 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772748.000000 Penalty: 50999.687500
Iteration 58Q: 25 clusters Score -5.977275e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108377 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 21968 members 
Mstep: Class 8 contains 71174 members 
Mstep: Class 9 contains 13382 members 
Mstep: Class 10 contains 9766 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 84908 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15391 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61566 members 
Mstep: Class 19 contains 17302 members 
Mstep: Class 20 contains 3419 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 35984 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772784.000000 Penalty: 50999.687500
Iteration 59Q: 25 clusters Score -5.977278e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 384 members 
Mstep: Class 3 contains 108331 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3262 members 
Mstep: Class 7 contains 22004 members 
Mstep: Class 8 contains 71153 members 
Mstep: Class 9 contains 13376 members 
Mstep: Class 10 contains 9757 members 
Mstep: Class 11 contains 8811 members 
Mstep: Class 12 contains 84879 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 9584 members 
Mstep: Class 17 contains 384 members 
Mstep: Class 18 contains 61530 members 
Mstep: Class 19 contains 17300 members 
Mstep: Class 20 contains 3445 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 35951 members 
Mstep: Class 24 contains 628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772964.000000 Penalty: 50999.687500
Iteration 60F: 25 clusters Score -5.977296e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 108265 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 22013 members 
Mstep: Class 8 contains 71141 members 
Mstep: Class 9 contains 13387 members 
Mstep: Class 10 contains 9753 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 84858 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15604 members 
Mstep: Class 16 contains 9430 members 
Mstep: Class 17 contains 401 members 
Mstep: Class 18 contains 61485 members 
Mstep: Class 19 contains 17291 members 
Mstep: Class 20 contains 3490 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5191 members 
Mstep: Class 23 contains 35926 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773256.000000 Penalty: 50999.687500
Iteration 61Q: 25 clusters Score -5.977326e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 362 members 
Mstep: Class 3 contains 108209 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 71113 members 
Mstep: Class 9 contains 13384 members 
Mstep: Class 10 contains 9739 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15712 members 
Mstep: Class 16 contains 9312 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 61445 members 
Mstep: Class 19 contains 17279 members 
Mstep: Class 20 contains 3544 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 35904 members 
Mstep: Class 24 contains 634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773412.000000 Penalty: 50999.687500
Iteration 62Q: 25 clusters Score -5.977341e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 108168 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3275 members 
Mstep: Class 7 contains 22035 members 
Mstep: Class 8 contains 71077 members 
Mstep: Class 9 contains 13390 members 
Mstep: Class 10 contains 9721 members 
Mstep: Class 11 contains 8874 members 
Mstep: Class 12 contains 84751 members 
Mstep: Class 13 contains 1850 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15848 members 
Mstep: Class 16 contains 9180 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61407 members 
Mstep: Class 19 contains 17267 members 
Mstep: Class 20 contains 3579 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 35899 members 
Mstep: Class 24 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773588.000000 Penalty: 50999.687500
Iteration 63Q: 25 clusters Score -5.977359e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 108126 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 7 contains 22048 members 
Mstep: Class 8 contains 71040 members 
Mstep: Class 9 contains 13393 members 
Mstep: Class 10 contains 9707 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 84692 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 15976 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 61384 members 
Mstep: Class 19 contains 17260 members 
Mstep: Class 20 contains 3611 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 35887 members 
Mstep: Class 24 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773732.000000 Penalty: 50999.687500
Iteration 64Q: 25 clusters Score -5.977373e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 108072 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3284 members 
Mstep: Class 7 contains 22056 members 
Mstep: Class 8 contains 71015 members 
Mstep: Class 9 contains 13396 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 8891 members 
Mstep: Class 12 contains 84649 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16108 members 
Mstep: Class 16 contains 8898 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61356 members 
Mstep: Class 19 contains 17249 members 
Mstep: Class 20 contains 3647 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 35883 members 
Mstep: Class 24 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773852.000000 Penalty: 50999.687500
Iteration 65Q: 25 clusters Score -5.977385e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 108030 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3287 members 
Mstep: Class 7 contains 22050 members 
Mstep: Class 8 contains 70991 members 
Mstep: Class 9 contains 13403 members 
Mstep: Class 10 contains 9665 members 
Mstep: Class 11 contains 8898 members 
Mstep: Class 12 contains 84591 members 
Mstep: Class 13 contains 1849 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16244 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61332 members 
Mstep: Class 19 contains 17240 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 35886 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774000.000000 Penalty: 50999.687500
Iteration 66Q: 25 clusters Score -5.9774e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107970 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3289 members 
Mstep: Class 7 contains 22051 members 
Mstep: Class 8 contains 70966 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 10 contains 9634 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 84528 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16409 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61307 members 
Mstep: Class 19 contains 17239 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 35885 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774180.000000 Penalty: 50999.687500
Iteration 67Q: 25 clusters Score -5.977418e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107917 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 70945 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 84491 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16560 members 
Mstep: Class 16 contains 8478 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61276 members 
Mstep: Class 19 contains 17234 members 
Mstep: Class 20 contains 3698 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6193 members 
Mstep: Class 23 contains 35892 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774300.000000 Penalty: 50999.687500
Iteration 68Q: 25 clusters Score -5.97743e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107846 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 7 contains 22052 members 
Mstep: Class 8 contains 70927 members 
Mstep: Class 9 contains 13405 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 84448 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16698 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61242 members 
Mstep: Class 19 contains 17232 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6331 members 
Mstep: Class 23 contains 35899 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774212.000000 Penalty: 50999.687500
Iteration 69Q: 25 clusters Score -5.977421e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107792 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3293 members 
Mstep: Class 7 contains 22058 members 
Mstep: Class 8 contains 70918 members 
Mstep: Class 9 contains 13405 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 84383 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16813 members 
Mstep: Class 16 contains 8258 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61211 members 
Mstep: Class 19 contains 17229 members 
Mstep: Class 20 contains 3719 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6464 members 
Mstep: Class 23 contains 35909 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774320.000000 Penalty: 50999.687500
Iteration 70Q: 25 clusters Score -5.977432e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107765 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 22055 members 
Mstep: Class 8 contains 70901 members 
Mstep: Class 9 contains 13419 members 
Mstep: Class 10 contains 9559 members 
Mstep: Class 11 contains 8923 members 
Mstep: Class 12 contains 84303 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 8168 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61185 members 
Mstep: Class 19 contains 17226 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6571 members 
Mstep: Class 23 contains 35916 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774484.000000 Penalty: 50999.687500
Iteration 71Q: 25 clusters Score -5.977448e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107745 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 22051 members 
Mstep: Class 8 contains 70876 members 
Mstep: Class 9 contains 13432 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 84252 members 
Mstep: Class 13 contains 1863 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17033 members 
Mstep: Class 16 contains 8107 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 61160 members 
Mstep: Class 19 contains 17223 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6638 members 
Mstep: Class 23 contains 35927 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774528.000000 Penalty: 50999.687500
Iteration 72Q: 25 clusters Score -5.977453e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107737 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 22055 members 
Mstep: Class 8 contains 70863 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 8928 members 
Mstep: Class 12 contains 84212 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17116 members 
Mstep: Class 16 contains 8058 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61134 members 
Mstep: Class 19 contains 17221 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6683 members 
Mstep: Class 23 contains 35944 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774392.000000 Penalty: 50999.687500
Iteration 73Q: 25 clusters Score -5.977439e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107723 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 22063 members 
Mstep: Class 8 contains 70844 members 
Mstep: Class 9 contains 13441 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 84179 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17194 members 
Mstep: Class 16 contains 8008 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61116 members 
Mstep: Class 19 contains 17224 members 
Mstep: Class 20 contains 3716 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6726 members 
Mstep: Class 23 contains 35955 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774508.000000 Penalty: 50999.687500
Iteration 74Q: 25 clusters Score -5.977451e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107724 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 22059 members 
Mstep: Class 8 contains 70826 members 
Mstep: Class 9 contains 13447 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 11 contains 8935 members 
Mstep: Class 12 contains 84152 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61099 members 
Mstep: Class 19 contains 17223 members 
Mstep: Class 20 contains 3709 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 35961 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774444.000000 Penalty: 50999.687500
Iteration 75Q: 25 clusters Score -5.977444e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107728 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3306 members 
Mstep: Class 7 contains 22065 members 
Mstep: Class 8 contains 70805 members 
Mstep: Class 9 contains 13455 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 11 contains 8938 members 
Mstep: Class 12 contains 84135 members 
Mstep: Class 13 contains 1865 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17316 members 
Mstep: Class 16 contains 7932 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61083 members 
Mstep: Class 19 contains 17217 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6801 members 
Mstep: Class 23 contains 35968 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774500.000000 Penalty: 50999.687500
Iteration 76Q: 25 clusters Score -5.97745e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107732 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 22079 members 
Mstep: Class 8 contains 70792 members 
Mstep: Class 9 contains 13458 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 84102 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17372 members 
Mstep: Class 16 contains 7898 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61068 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 35975 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774432.000000 Penalty: 50999.687500
Iteration 77Q: 25 clusters Score -5.977443e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 107734 members 
Mstep: Class 4 contains 2588 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 22079 members 
Mstep: Class 8 contains 70789 members 
Mstep: Class 9 contains 13458 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 8947 members 
Mstep: Class 12 contains 84063 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17452 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61055 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6847 members 
Mstep: Class 23 contains 35970 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774440.000000 Penalty: 50999.687500
Iteration 78Q: 25 clusters Score -5.977444e+07 nChanged 218
Entering ConstructFrom: 
Score: -59774440.000000 Penalty: 50999.687500
Entering ConstructFrom: 
Trying to split cluster 1 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -51240.812500 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -51240.81 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 245 members 
Entering Unmasked Estep 
Score: -50300.753906 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -50300.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50526.320312 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -50526.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50613.144531 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -50613.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50685.703125 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -50685.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50731.945312 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -50731.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50762.144531 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -50762.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50789.664062 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -50789.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -50792.933594 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -50792.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50797.882812 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -50797.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -50802.449219 Penalty: 2012.517700
	Iteration 9Q: 3 clusters Score -50802.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50803.832031 Penalty: 2012.517700
	Iteration 10Q: 3 clusters Score -50803.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50804.222656 Penalty: 2012.517700
	Iteration 11F: 3 clusters Score -50804.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50886.078125 Penalty: 2012.517700
	Iteration 12Q: 3 clusters Score -50886.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50894.160156 Penalty: 2012.517700
	Iteration 13Q: 3 clusters Score -50894.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50898.628906 Penalty: 2012.517700
	Iteration 14Q: 3 clusters Score -50898.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50907.847656 Penalty: 2012.517700
	Iteration 15Q: 3 clusters Score -50907.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50907.847656 Penalty: 2012.517700
	Iteration 16F: 3 clusters Score -50907.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Entering Unmasked Estep 
Score: -23491.886719 Penalty: 954.219177
	Iteration 0F: 2 clusters Score -23491.89 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 177 members 
Entering Unmasked Estep 
Score: -22899.140625 Penalty: 1908.438354
	Iteration 0F: 3 clusters Score -22899.14 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23793.156250 Penalty: 1908.438354
	Iteration 1F: 3 clusters Score -23793.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24738.011719 Penalty: 1908.438354
	Iteration 2F: 3 clusters Score -24738.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25292.187500 Penalty: 1908.438354
	Iteration 3F: 3 clusters Score -25292.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25493.933594 Penalty: 1908.438354
	Iteration 4Q: 3 clusters Score -25493.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25493.933594 Penalty: 1908.438354
	Iteration 5F: 3 clusters Score -25493.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 107739 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 22077 members 
Mstep: Class 8 contains 70777 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 8952 members 
Mstep: Class 12 contains 84031 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61039 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 35968 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 204 members 
Entering Unmasked Estep 
Score: -59775228.000000 Penalty: 53124.675781
Splitting cluster 2 changes total score from -59774440.000000 to -59775228.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (107739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107739 members 
Entering Unmasked Estep 
Score: -13941176.000000 Penalty: 1882.963379
	Iteration 0F: 2 clusters Score -1.394118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -13872670.000000 Penalty: 3765.926758
	Iteration 0F: 3 clusters Score -1.387267e+07 nChanged 51604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -13902645.000000 Penalty: 3765.926758
	Iteration 1F: 3 clusters Score -1.390264e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59553 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -13903647.000000 Penalty: 3765.926758
	Iteration 2Q: 3 clusters Score -1.390365e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -13905062.000000 Penalty: 3765.926758
	Iteration 3Q: 3 clusters Score -1.390506e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -13907246.000000 Penalty: 3765.926758
	Iteration 4Q: 3 clusters Score -1.390725e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -13911259.000000 Penalty: 3765.926758
	Iteration 5F: 3 clusters Score -1.391126e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -13917268.000000 Penalty: 3765.926758
	Iteration 6F: 3 clusters Score -1.391727e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91334 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -13924915.000000 Penalty: 3765.926758
	Iteration 7F: 3 clusters Score -1.392492e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -13931757.000000 Penalty: 3765.926758
	Iteration 8F: 3 clusters Score -1.393176e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103907 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -13935960.000000 Penalty: 3765.926758
	Iteration 9Q: 3 clusters Score -1.393596e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -13938163.000000 Penalty: 3765.926758
	Iteration 10Q: 3 clusters Score -1.393816e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107216 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13939014.000000 Penalty: 3765.926758
	Iteration 11Q: 3 clusters Score -1.393901e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13939291.000000 Penalty: 3765.926758
	Iteration 12Q: 3 clusters Score -1.393929e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107527 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -13939381.000000 Penalty: 3765.926758
	Iteration 13Q: 3 clusters Score -1.393938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13939410.000000 Penalty: 3765.926758
	Iteration 14Q: 3 clusters Score -1.393941e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13939440.000000 Penalty: 3765.926758
	Iteration 15Q: 3 clusters Score -1.393944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13939448.000000 Penalty: 3765.926758
	Iteration 16Q: 3 clusters Score -1.393945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13939449.000000 Penalty: 3765.926758
	Iteration 17Q: 3 clusters Score -1.393945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107560 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13939449.000000 Penalty: 3765.926758
	Iteration 18Q: 3 clusters Score -1.393945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107558 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13939452.000000 Penalty: 3765.926758
	Iteration 19Q: 3 clusters Score -1.393945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107557 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13939454.000000 Penalty: 3765.926758
	Iteration 20F: 3 clusters Score -1.393945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -305885.343750 Penalty: 1276.966309
	Iteration 0F: 2 clusters Score -305885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -303456.656250 Penalty: 2553.932617
	Iteration 0F: 3 clusters Score -303456.7 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -304073.843750 Penalty: 2553.932617
	Iteration 1F: 3 clusters Score -304073.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -304310.406250 Penalty: 2553.932617
	Iteration 2F: 3 clusters Score -304310.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -304464.562500 Penalty: 2553.932617
	Iteration 3F: 3 clusters Score -304464.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -304616.843750 Penalty: 2553.932617
	Iteration 4F: 3 clusters Score -304616.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -304743.093750 Penalty: 2553.932617
	Iteration 5F: 3 clusters Score -304743.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -304826.500000 Penalty: 2553.932617
	Iteration 6Q: 3 clusters Score -304826.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -304873.781250 Penalty: 2553.932617
	Iteration 7Q: 3 clusters Score -304873.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304905.312500 Penalty: 2553.932617
	Iteration 8Q: 3 clusters Score -304905.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -304943.687500 Penalty: 2553.932617
	Iteration 9Q: 3 clusters Score -304943.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -304976.562500 Penalty: 2553.932617
	Iteration 10Q: 3 clusters Score -304976.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -305013.437500 Penalty: 2553.932617
	Iteration 11Q: 3 clusters Score -305013.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -305062.125000 Penalty: 2553.932617
	Iteration 12Q: 3 clusters Score -305062.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -305102.468750 Penalty: 2553.932617
	Iteration 13Q: 3 clusters Score -305102.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -305157.062500 Penalty: 2553.932617
	Iteration 14Q: 3 clusters Score -305157.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -305195.062500 Penalty: 2553.932617
	Iteration 15Q: 3 clusters Score -305195.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -305237.750000 Penalty: 2553.932617
	Iteration 16Q: 3 clusters Score -305237.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -305262.218750 Penalty: 2553.932617
	Iteration 17Q: 3 clusters Score -305262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -305270.843750 Penalty: 2553.932617
	Iteration 18Q: 3 clusters Score -305270.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -305279.031250 Penalty: 2553.932617
	Iteration 19Q: 3 clusters Score -305279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -305289.375000 Penalty: 2553.932617
	Iteration 20F: 3 clusters Score -305289.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -305299.031250 Penalty: 2553.932617
	Iteration 21Q: 3 clusters Score -305299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -305306.406250 Penalty: 2553.932617
	Iteration 22Q: 3 clusters Score -305306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -305312.812500 Penalty: 2553.932617
	Iteration 23Q: 3 clusters Score -305312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -305321.593750 Penalty: 2553.932617
	Iteration 24Q: 3 clusters Score -305321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -305326.906250 Penalty: 2553.932617
	Iteration 25Q: 3 clusters Score -305326.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -305330.937500 Penalty: 2553.932617
	Iteration 26Q: 3 clusters Score -305330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -305334.281250 Penalty: 2553.932617
	Iteration 27Q: 3 clusters Score -305334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -305336.437500 Penalty: 2553.932617
	Iteration 28Q: 3 clusters Score -305336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -305338.875000 Penalty: 2553.932617
	Iteration 29Q: 3 clusters Score -305338.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -305339.937500 Penalty: 2553.932617
	Iteration 30Q: 3 clusters Score -305339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -305340.625000 Penalty: 2553.932617
	Iteration 31Q: 3 clusters Score -305340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -305341.000000 Penalty: 2553.932617
	Iteration 32Q: 3 clusters Score -305341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -305341.406250 Penalty: 2553.932617
	Iteration 33Q: 3 clusters Score -305341.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -305344.062500 Penalty: 2553.932617
	Iteration 34Q: 3 clusters Score -305344.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -305345.125000 Penalty: 2553.932617
	Iteration 35Q: 3 clusters Score -305345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -305347.468750 Penalty: 2553.932617
	Iteration 36Q: 3 clusters Score -305347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -305352.125000 Penalty: 2553.932617
	Iteration 37Q: 3 clusters Score -305352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -305356.843750 Penalty: 2553.932617
	Iteration 38Q: 3 clusters Score -305356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -305359.468750 Penalty: 2553.932617
	Iteration 39Q: 3 clusters Score -305359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -305361.156250 Penalty: 2553.932617
	Iteration 40F: 3 clusters Score -305361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -305362.437500 Penalty: 2553.932617
	Iteration 41Q: 3 clusters Score -305362.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -305362.437500 Penalty: 2553.932617
	Iteration 42F: 3 clusters Score -305362.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -89275.054688 Penalty: 1068.449829
	Iteration 0F: 2 clusters Score -89275.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88044.460938 Penalty: 2136.899658
	Iteration 0F: 3 clusters Score -88044.46 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88234.625000 Penalty: 2136.899658
	Iteration 1F: 3 clusters Score -88234.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88307.296875 Penalty: 2136.899658
	Iteration 2F: 3 clusters Score -88307.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88359.335938 Penalty: 2136.899658
	Iteration 3Q: 3 clusters Score -88359.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88378.531250 Penalty: 2136.899658
	Iteration 4Q: 3 clusters Score -88378.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88382.429688 Penalty: 2136.899658
	Iteration 5Q: 3 clusters Score -88382.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88386.781250 Penalty: 2136.899658
	Iteration 6Q: 3 clusters Score -88386.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88393.609375 Penalty: 2136.899658
	Iteration 7Q: 3 clusters Score -88393.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88396.390625 Penalty: 2136.899658
	Iteration 8Q: 3 clusters Score -88396.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88398.250000 Penalty: 2136.899658
	Iteration 9Q: 3 clusters Score -88398.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88400.007812 Penalty: 2136.899658
	Iteration 10Q: 3 clusters Score -88400.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88400.656250 Penalty: 2136.899658
	Iteration 11Q: 3 clusters Score -88400.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88400.929688 Penalty: 2136.899658
	Iteration 12Q: 3 clusters Score -88400.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88400.929688 Penalty: 2136.899658
	Iteration 13F: 3 clusters Score -88400.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -393883.593750 Penalty: 1317.014404
	Iteration 0F: 2 clusters Score -393883.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -390962.500000 Penalty: 2634.028809
	Iteration 0F: 3 clusters Score -390962.5 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -391677.656250 Penalty: 2634.028809
	Iteration 1F: 3 clusters Score -391677.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -391817.968750 Penalty: 2634.028809
	Iteration 2F: 3 clusters Score -391818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -391918.937500 Penalty: 2634.028809
	Iteration 3Q: 3 clusters Score -391918.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -392008.062500 Penalty: 2634.028809
	Iteration 4Q: 3 clusters Score -392008.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -392100.531250 Penalty: 2634.028809
	Iteration 5Q: 3 clusters Score -392100.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -392202.656250 Penalty: 2634.028809
	Iteration 6Q: 3 clusters Score -392202.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -392308.156250 Penalty: 2634.028809
	Iteration 7Q: 3 clusters Score -392308.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -392411.968750 Penalty: 2634.028809
	Iteration 8Q: 3 clusters Score -392412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -392525.156250 Penalty: 2634.028809
	Iteration 9Q: 3 clusters Score -392525.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -392607.781250 Penalty: 2634.028809
	Iteration 10Q: 3 clusters Score -392607.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -392678.875000 Penalty: 2634.028809
	Iteration 11Q: 3 clusters Score -392678.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -392726.000000 Penalty: 2634.028809
	Iteration 12Q: 3 clusters Score -392726 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -392761.531250 Penalty: 2634.028809
	Iteration 13Q: 3 clusters Score -392761.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -392793.843750 Penalty: 2634.028809
	Iteration 14Q: 3 clusters Score -392793.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -392821.968750 Penalty: 2634.028809
	Iteration 15Q: 3 clusters Score -392822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -392843.937500 Penalty: 2634.028809
	Iteration 16Q: 3 clusters Score -392843.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -392859.500000 Penalty: 2634.028809
	Iteration 17Q: 3 clusters Score -392859.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -392873.000000 Penalty: 2634.028809
	Iteration 18Q: 3 clusters Score -392873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -392884.125000 Penalty: 2634.028809
	Iteration 19Q: 3 clusters Score -392884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -392890.687500 Penalty: 2634.028809
	Iteration 20F: 3 clusters Score -392890.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -392904.625000 Penalty: 2634.028809
	Iteration 21Q: 3 clusters Score -392904.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -392918.343750 Penalty: 2634.028809
	Iteration 22Q: 3 clusters Score -392918.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -392927.437500 Penalty: 2634.028809
	Iteration 23Q: 3 clusters Score -392927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -392941.218750 Penalty: 2634.028809
	Iteration 24Q: 3 clusters Score -392941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -392951.750000 Penalty: 2634.028809
	Iteration 25Q: 3 clusters Score -392951.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -392960.968750 Penalty: 2634.028809
	Iteration 26Q: 3 clusters Score -392961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -392967.343750 Penalty: 2634.028809
	Iteration 27Q: 3 clusters Score -392967.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -392974.531250 Penalty: 2634.028809
	Iteration 28Q: 3 clusters Score -392974.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -392979.312500 Penalty: 2634.028809
	Iteration 29Q: 3 clusters Score -392979.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -392982.406250 Penalty: 2634.028809
	Iteration 30Q: 3 clusters Score -392982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -392985.156250 Penalty: 2634.028809
	Iteration 31Q: 3 clusters Score -392985.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -392986.968750 Penalty: 2634.028809
	Iteration 32Q: 3 clusters Score -392987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -392988.718750 Penalty: 2634.028809
	Iteration 33Q: 3 clusters Score -392988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -392990.531250 Penalty: 2634.028809
	Iteration 34Q: 3 clusters Score -392990.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -392991.656250 Penalty: 2634.028809
	Iteration 35Q: 3 clusters Score -392991.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -392993.250000 Penalty: 2634.028809
	Iteration 36Q: 3 clusters Score -392993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -392993.937500 Penalty: 2634.028809
	Iteration 37Q: 3 clusters Score -392993.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -392993.937500 Penalty: 2634.028809
	Iteration 38F: 3 clusters Score -392993.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Entering Unmasked Estep 
Score: -2723454.750000 Penalty: 1625.372437
	Iteration 0F: 2 clusters Score -2723455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2708414.000000 Penalty: 3250.744873
	Iteration 0F: 3 clusters Score -2708414 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2713857.750000 Penalty: 3250.744873
	Iteration 1F: 3 clusters Score -2713858 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2714180.750000 Penalty: 3250.744873
	Iteration 2Q: 3 clusters Score -2714181 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2714476.750000 Penalty: 3250.744873
	Iteration 3Q: 3 clusters Score -2714477 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2714770.250000 Penalty: 3250.744873
	Iteration 4Q: 3 clusters Score -2714770 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2715119.500000 Penalty: 3250.744873
	Iteration 5Q: 3 clusters Score -2715120 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2715556.750000 Penalty: 3250.744873
	Iteration 6Q: 3 clusters Score -2715557 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2716182.750000 Penalty: 3250.744873
	Iteration 7Q: 3 clusters Score -2716183 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2717013.500000 Penalty: 3250.744873
	Iteration 8F: 3 clusters Score -2717014 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2717960.500000 Penalty: 3250.744873
	Iteration 9F: 3 clusters Score -2717960 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2718952.500000 Penalty: 3250.744873
	Iteration 10F: 3 clusters Score -2718952 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2719890.250000 Penalty: 3250.744873
	Iteration 11F: 3 clusters Score -2719890 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2720621.000000 Penalty: 3250.744873
	Iteration 12Q: 3 clusters Score -2720621 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2721120.000000 Penalty: 3250.744873
	Iteration 13Q: 3 clusters Score -2721120 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2721414.000000 Penalty: 3250.744873
	Iteration 14Q: 3 clusters Score -2721414 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2721593.500000 Penalty: 3250.744873
	Iteration 15Q: 3 clusters Score -2721594 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2721716.500000 Penalty: 3250.744873
	Iteration 16Q: 3 clusters Score -2721716 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2721809.750000 Penalty: 3250.744873
	Iteration 17Q: 3 clusters Score -2721810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2721867.750000 Penalty: 3250.744873
	Iteration 18Q: 3 clusters Score -2721868 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2721922.500000 Penalty: 3250.744873
	Iteration 19Q: 3 clusters Score -2721922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2721961.750000 Penalty: 3250.744873
	Iteration 20F: 3 clusters Score -2721962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2721979.750000 Penalty: 3250.744873
	Iteration 21Q: 3 clusters Score -2721980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2721997.500000 Penalty: 3250.744873
	Iteration 22Q: 3 clusters Score -2721998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2722000.750000 Penalty: 3250.744873
	Iteration 23Q: 3 clusters Score -2722001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2722005.000000 Penalty: 3250.744873
	Iteration 24Q: 3 clusters Score -2722005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2722013.750000 Penalty: 3250.744873
	Iteration 25Q: 3 clusters Score -2722014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2722017.250000 Penalty: 3250.744873
	Iteration 26Q: 3 clusters Score -2722017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2722030.000000 Penalty: 3250.744873
	Iteration 27Q: 3 clusters Score -2722030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2722041.500000 Penalty: 3250.744873
	Iteration 28Q: 3 clusters Score -2722042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -2722046.000000 Penalty: 3250.744873
	Iteration 29Q: 3 clusters Score -2722046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2722056.500000 Penalty: 3250.744873
	Iteration 30Q: 3 clusters Score -2722056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2722066.000000 Penalty: 3250.744873
	Iteration 31Q: 3 clusters Score -2722066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2722074.750000 Penalty: 3250.744873
	Iteration 32Q: 3 clusters Score -2722075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2722077.000000 Penalty: 3250.744873
	Iteration 33Q: 3 clusters Score -2722077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2722080.250000 Penalty: 3250.744873
	Iteration 34Q: 3 clusters Score -2722080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2722080.000000 Penalty: 3250.744873
	Iteration 35Q: 3 clusters Score -2722080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2722080.750000 Penalty: 3250.744873
	Iteration 36Q: 3 clusters Score -2722081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2722087.750000 Penalty: 3250.744873
	Iteration 37Q: 3 clusters Score -2722088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2722090.500000 Penalty: 3250.744873
	Iteration 38Q: 3 clusters Score -2722090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2722091.500000 Penalty: 3250.744873
	Iteration 39Q: 3 clusters Score -2722092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2722090.500000 Penalty: 3250.744873
	Iteration 40F: 3 clusters Score -2722090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2722093.750000 Penalty: 3250.744873
	Iteration 41Q: 3 clusters Score -2722094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2722091.250000 Penalty: 3250.744873
	Iteration 42Q: 3 clusters Score -2722091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2722095.750000 Penalty: 3250.744873
	Iteration 43Q: 3 clusters Score -2722096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2722096.250000 Penalty: 3250.744873
	Iteration 44Q: 3 clusters Score -2722096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2722095.500000 Penalty: 3250.744873
	Iteration 45Q: 3 clusters Score -2722096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2722099.250000 Penalty: 3250.744873
	Iteration 46Q: 3 clusters Score -2722099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2722100.250000 Penalty: 3250.744873
	Iteration 47Q: 3 clusters Score -2722100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2722100.250000 Penalty: 3250.744873
	Iteration 48F: 3 clusters Score -2722100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70777 members 
Entering Unmasked Estep 
Score: -9127995.000000 Penalty: 1814.684570
	Iteration 0F: 2 clusters Score -9127995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9080956.000000 Penalty: 3629.369141
	Iteration 0F: 3 clusters Score -9080956 nChanged 33529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -9100553.000000 Penalty: 3629.369141
	Iteration 1F: 3 clusters Score -9100553 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -9101422.000000 Penalty: 3629.369141
	Iteration 2Q: 3 clusters Score -9101422 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -9102442.000000 Penalty: 3629.369141
	Iteration 3Q: 3 clusters Score -9102442 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -9103816.000000 Penalty: 3629.369141
	Iteration 4Q: 3 clusters Score -9103816 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -9105768.000000 Penalty: 3629.369141
	Iteration 5F: 3 clusters Score -9105768 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -9108488.000000 Penalty: 3629.369141
	Iteration 6F: 3 clusters Score -9108488 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -9111938.000000 Penalty: 3629.369141
	Iteration 7F: 3 clusters Score -9111938 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -9115364.000000 Penalty: 3629.369141
	Iteration 8F: 3 clusters Score -9115364 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 56863 members 
Entering Unmasked Estep 
Score: -9118131.000000 Penalty: 3629.369141
	Iteration 9Q: 3 clusters Score -9118131 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -9119978.000000 Penalty: 3629.369141
	Iteration 10Q: 3 clusters Score -9119978 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -9121215.000000 Penalty: 3629.369141
	Iteration 11Q: 3 clusters Score -9121215 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -9122039.000000 Penalty: 3629.369141
	Iteration 12Q: 3 clusters Score -9122039 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -9122690.000000 Penalty: 3629.369141
	Iteration 13Q: 3 clusters Score -9122690 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 64324 members 
Entering Unmasked Estep 
Score: -9123352.000000 Penalty: 3629.369141
	Iteration 14Q: 3 clusters Score -9123352 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -9123958.000000 Penalty: 3629.369141
	Iteration 15Q: 3 clusters Score -9123958 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -9124639.000000 Penalty: 3629.369141
	Iteration 16Q: 3 clusters Score -9124639 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -9125138.000000 Penalty: 3629.369141
	Iteration 17Q: 3 clusters Score -9125138 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -9125498.000000 Penalty: 3629.369141
	Iteration 18Q: 3 clusters Score -9125498 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -9125765.000000 Penalty: 3629.369141
	Iteration 19Q: 3 clusters Score -9125765 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -9125931.000000 Penalty: 3629.369141
	Iteration 20F: 3 clusters Score -9125931 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -9126051.000000 Penalty: 3629.369141
	Iteration 21Q: 3 clusters Score -9126051 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -9126130.000000 Penalty: 3629.369141
	Iteration 22Q: 3 clusters Score -9126130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9126192.000000 Penalty: 3629.369141
	Iteration 23Q: 3 clusters Score -9126192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 68907 members 
Entering Unmasked Estep 
Score: -9126251.000000 Penalty: 3629.369141
	Iteration 24Q: 3 clusters Score -9126251 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 69009 members 
Entering Unmasked Estep 
Score: -9126293.000000 Penalty: 3629.369141
	Iteration 25Q: 3 clusters Score -9126293 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 69086 members 
Entering Unmasked Estep 
Score: -9126335.000000 Penalty: 3629.369141
	Iteration 26Q: 3 clusters Score -9126335 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -9126364.000000 Penalty: 3629.369141
	Iteration 27Q: 3 clusters Score -9126364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -9126390.000000 Penalty: 3629.369141
	Iteration 28Q: 3 clusters Score -9126390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -9126414.000000 Penalty: 3629.369141
	Iteration 29Q: 3 clusters Score -9126414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -9126415.000000 Penalty: 3629.369141
	Iteration 30Q: 3 clusters Score -9126415 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -9126443.000000 Penalty: 3629.369141
	Iteration 31Q: 3 clusters Score -9126443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -9126453.000000 Penalty: 3629.369141
	Iteration 32Q: 3 clusters Score -9126453 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9126463.000000 Penalty: 3629.369141
	Iteration 33Q: 3 clusters Score -9126463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -9126469.000000 Penalty: 3629.369141
	Iteration 34Q: 3 clusters Score -9126469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -9126470.000000 Penalty: 3629.369141
	Iteration 35Q: 3 clusters Score -9126470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -9126495.000000 Penalty: 3629.369141
	Iteration 36Q: 3 clusters Score -9126495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -9126493.000000 Penalty: 3629.369141
	Iteration 37Q: 3 clusters Score -9126493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -9126503.000000 Penalty: 3629.369141
	Iteration 38Q: 3 clusters Score -9126503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -9126500.000000 Penalty: 3629.369141
	Iteration 39Q: 3 clusters Score -9126500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -9126488.000000 Penalty: 3629.369141
	Iteration 40F: 3 clusters Score -9126488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 69620 members 
Entering Unmasked Estep 
Score: -9126488.000000 Penalty: 3629.369141
	Iteration 41Q: 3 clusters Score -9126488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -9126492.000000 Penalty: 3629.369141
	Iteration 42Q: 3 clusters Score -9126492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -9126502.000000 Penalty: 3629.369141
	Iteration 43Q: 3 clusters Score -9126502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -9126513.000000 Penalty: 3629.369141
	Iteration 44Q: 3 clusters Score -9126513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -9126515.000000 Penalty: 3629.369141
	Iteration 45Q: 3 clusters Score -9126515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -9126517.000000 Penalty: 3629.369141
	Iteration 46Q: 3 clusters Score -9126517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -9126521.000000 Penalty: 3629.369141
	Iteration 47Q: 3 clusters Score -9126521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -9126521.000000 Penalty: 3629.369141
	Iteration 48Q: 3 clusters Score -9126521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -9126524.000000 Penalty: 3629.369141
	Iteration 49Q: 3 clusters Score -9126524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -9126529.000000 Penalty: 3629.369141
	Iteration 50Q: 3 clusters Score -9126529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -9126539.000000 Penalty: 3629.369141
	Iteration 51Q: 3 clusters Score -9126539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9126535.000000 Penalty: 3629.369141
	Iteration 52Q: 3 clusters Score -9126535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -9126543.000000 Penalty: 3629.369141
	Iteration 53Q: 3 clusters Score -9126543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -9126550.000000 Penalty: 3629.369141
	Iteration 54Q: 3 clusters Score -9126550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -9126545.000000 Penalty: 3629.369141
	Iteration 55Q: 3 clusters Score -9126545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 69772 members 
Entering Unmasked Estep 
Score: -9126544.000000 Penalty: 3629.369141
	Iteration 56Q: 3 clusters Score -9126544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -9126553.000000 Penalty: 3629.369141
	Iteration 57Q: 3 clusters Score -9126553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -9126550.000000 Penalty: 3629.369141
	Iteration 58Q: 3 clusters Score -9126550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -9126560.000000 Penalty: 3629.369141
	Iteration 59Q: 3 clusters Score -9126560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -9126559.000000 Penalty: 3629.369141
	Iteration 60F: 3 clusters Score -9126559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -9126558.000000 Penalty: 3629.369141
	Iteration 61Q: 3 clusters Score -9126558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 69825 members 
Entering Unmasked Estep 
Score: -9126560.000000 Penalty: 3629.369141
	Iteration 62Q: 3 clusters Score -9126560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -9126570.000000 Penalty: 3629.369141
	Iteration 63Q: 3 clusters Score -9126570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -9126572.000000 Penalty: 3629.369141
	Iteration 64Q: 3 clusters Score -9126572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 69843 members 
Entering Unmasked Estep 
Score: -9126570.000000 Penalty: 3629.369141
	Iteration 65Q: 3 clusters Score -9126570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -9126579.000000 Penalty: 3629.369141
	Iteration 66Q: 3 clusters Score -9126579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -9126566.000000 Penalty: 3629.369141
	Iteration 67Q: 3 clusters Score -9126566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 69852 members 
Entering Unmasked Estep 
Score: -9126570.000000 Penalty: 3629.369141
	Iteration 68Q: 3 clusters Score -9126570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 69853 members 
Entering Unmasked Estep 
Score: -9126574.000000 Penalty: 3629.369141
	Iteration 69Q: 3 clusters Score -9126574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -9126579.000000 Penalty: 3629.369141
	Iteration 70Q: 3 clusters Score -9126579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -9126573.000000 Penalty: 3629.369141
	Iteration 71Q: 3 clusters Score -9126573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 69863 members 
Entering Unmasked Estep 
Score: -9126582.000000 Penalty: 3629.369141
	Iteration 72Q: 3 clusters Score -9126582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -9126579.000000 Penalty: 3629.369141
	Iteration 73Q: 3 clusters Score -9126579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 69868 members 
Entering Unmasked Estep 
Score: -9126588.000000 Penalty: 3629.369141
	Iteration 74Q: 3 clusters Score -9126588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 3629.369141
	Iteration 75Q: 3 clusters Score -9126591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -9126589.000000 Penalty: 3629.369141
	Iteration 76Q: 3 clusters Score -9126589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -9126594.000000 Penalty: 3629.369141
	Iteration 77Q: 3 clusters Score -9126594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -9126593.000000 Penalty: 3629.369141
	Iteration 78Q: 3 clusters Score -9126593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -9126589.000000 Penalty: 3629.369141
	Iteration 79Q: 3 clusters Score -9126589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -9126586.000000 Penalty: 3629.369141
	Iteration 80F: 3 clusters Score -9126586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -9126591.000000 Penalty: 3629.369141
	Iteration 81Q: 3 clusters Score -9126591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -9126586.000000 Penalty: 3629.369141
	Iteration 82Q: 3 clusters Score -9126586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -9126586.000000 Penalty: 3629.369141
	Iteration 83F: 3 clusters Score -9126586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Entering Unmasked Estep 
Score: -1695155.250000 Penalty: 1545.013306
	Iteration 0F: 2 clusters Score -1695155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1685842.000000 Penalty: 3090.026611
	Iteration 0F: 3 clusters Score -1685842 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1689146.250000 Penalty: 3090.026611
	Iteration 1F: 3 clusters Score -1689146 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1689494.125000 Penalty: 3090.026611
	Iteration 2F: 3 clusters Score -1689494 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1689811.375000 Penalty: 3090.026611
	Iteration 3F: 3 clusters Score -1689811 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1690125.500000 Penalty: 3090.026611
	Iteration 4Q: 3 clusters Score -1690126 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1690447.375000 Penalty: 3090.026611
	Iteration 5Q: 3 clusters Score -1690447 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1690749.000000 Penalty: 3090.026611
	Iteration 6Q: 3 clusters Score -1690749 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1691057.750000 Penalty: 3090.026611
	Iteration 7Q: 3 clusters Score -1691058 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1691396.125000 Penalty: 3090.026611
	Iteration 8Q: 3 clusters Score -1691396 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1691770.125000 Penalty: 3090.026611
	Iteration 9Q: 3 clusters Score -1691770 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1692205.000000 Penalty: 3090.026611
	Iteration 10Q: 3 clusters Score -1692205 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1692602.250000 Penalty: 3090.026611
	Iteration 11Q: 3 clusters Score -1692602 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1692946.750000 Penalty: 3090.026611
	Iteration 12Q: 3 clusters Score -1692947 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1693245.750000 Penalty: 3090.026611
	Iteration 13Q: 3 clusters Score -1693246 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1693496.375000 Penalty: 3090.026611
	Iteration 14Q: 3 clusters Score -1693496 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1693699.875000 Penalty: 3090.026611
	Iteration 15Q: 3 clusters Score -1693700 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1693865.500000 Penalty: 3090.026611
	Iteration 16Q: 3 clusters Score -1693866 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1694000.500000 Penalty: 3090.026611
	Iteration 17Q: 3 clusters Score -1694000 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1694102.750000 Penalty: 3090.026611
	Iteration 18Q: 3 clusters Score -1694103 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1694187.500000 Penalty: 3090.026611
	Iteration 19Q: 3 clusters Score -1694188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1694255.250000 Penalty: 3090.026611
	Iteration 20F: 3 clusters Score -1694255 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1694307.875000 Penalty: 3090.026611
	Iteration 21Q: 3 clusters Score -1694308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1694362.750000 Penalty: 3090.026611
	Iteration 22Q: 3 clusters Score -1694363 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1694395.000000 Penalty: 3090.026611
	Iteration 23Q: 3 clusters Score -1694395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1694417.125000 Penalty: 3090.026611
	Iteration 24Q: 3 clusters Score -1694417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1694444.750000 Penalty: 3090.026611
	Iteration 25Q: 3 clusters Score -1694445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1694457.375000 Penalty: 3090.026611
	Iteration 26Q: 3 clusters Score -1694457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1694481.875000 Penalty: 3090.026611
	Iteration 27Q: 3 clusters Score -1694482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1694498.625000 Penalty: 3090.026611
	Iteration 28Q: 3 clusters Score -1694499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1694501.500000 Penalty: 3090.026611
	Iteration 29Q: 3 clusters Score -1694502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1694505.125000 Penalty: 3090.026611
	Iteration 30Q: 3 clusters Score -1694505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1694510.000000 Penalty: 3090.026611
	Iteration 31Q: 3 clusters Score -1694510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1694518.625000 Penalty: 3090.026611
	Iteration 32Q: 3 clusters Score -1694519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1694525.125000 Penalty: 3090.026611
	Iteration 33Q: 3 clusters Score -1694525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1694534.750000 Penalty: 3090.026611
	Iteration 34Q: 3 clusters Score -1694535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1694538.375000 Penalty: 3090.026611
	Iteration 35Q: 3 clusters Score -1694538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1694539.875000 Penalty: 3090.026611
	Iteration 36Q: 3 clusters Score -1694540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1694542.750000 Penalty: 3090.026611
	Iteration 37Q: 3 clusters Score -1694543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1694542.875000 Penalty: 3090.026611
	Iteration 38Q: 3 clusters Score -1694543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1694546.875000 Penalty: 3090.026611
	Iteration 39Q: 3 clusters Score -1694547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1694551.000000 Penalty: 3090.026611
	Iteration 40F: 3 clusters Score -1694551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1694554.125000 Penalty: 3090.026611
	Iteration 41Q: 3 clusters Score -1694554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1694557.625000 Penalty: 3090.026611
	Iteration 42Q: 3 clusters Score -1694558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1694560.250000 Penalty: 3090.026611
	Iteration 43Q: 3 clusters Score -1694560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1694563.000000 Penalty: 3090.026611
	Iteration 44Q: 3 clusters Score -1694563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1694566.625000 Penalty: 3090.026611
	Iteration 45Q: 3 clusters Score -1694567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1694568.875000 Penalty: 3090.026611
	Iteration 46Q: 3 clusters Score -1694569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1694571.625000 Penalty: 3090.026611
	Iteration 47Q: 3 clusters Score -1694572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1694571.500000 Penalty: 3090.026611
	Iteration 48Q: 3 clusters Score -1694572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1694574.625000 Penalty: 3090.026611
	Iteration 49Q: 3 clusters Score -1694575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1694576.125000 Penalty: 3090.026611
	Iteration 50Q: 3 clusters Score -1694576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1694577.000000 Penalty: 3090.026611
	Iteration 51Q: 3 clusters Score -1694577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1694578.125000 Penalty: 3090.026611
	Iteration 52Q: 3 clusters Score -1694578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1694577.125000 Penalty: 3090.026611
	Iteration 53Q: 3 clusters Score -1694577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1694577.750000 Penalty: 3090.026611
	Iteration 54Q: 3 clusters Score -1694578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1694575.875000 Penalty: 3090.026611
	Iteration 55Q: 3 clusters Score -1694576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1694580.625000 Penalty: 3090.026611
	Iteration 56Q: 3 clusters Score -1694581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1694580.625000 Penalty: 3090.026611
	Iteration 57F: 3 clusters Score -1694581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Entering Unmasked Estep 
Score: -1180675.125000 Penalty: 1486.781006
	Iteration 0F: 2 clusters Score -1180675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1173854.500000 Penalty: 2973.562012
	Iteration 0F: 3 clusters Score -1173854 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1176168.625000 Penalty: 2973.562012
	Iteration 1F: 3 clusters Score -1176169 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1176524.375000 Penalty: 2973.562012
	Iteration 2F: 3 clusters Score -1176524 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1177017.125000 Penalty: 2973.562012
	Iteration 3F: 3 clusters Score -1177017 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1177575.625000 Penalty: 2973.562012
	Iteration 4F: 3 clusters Score -1177576 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1178168.000000 Penalty: 2973.562012
	Iteration 5F: 3 clusters Score -1178168 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1178842.625000 Penalty: 2973.562012
	Iteration 6F: 3 clusters Score -1178843 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1179515.750000 Penalty: 2973.562012
	Iteration 7F: 3 clusters Score -1179516 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1180091.875000 Penalty: 2973.562012
	Iteration 8F: 3 clusters Score -1180092 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1180492.500000 Penalty: 2973.562012
	Iteration 9Q: 3 clusters Score -1180492 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1180759.750000 Penalty: 2973.562012
	Iteration 10Q: 3 clusters Score -1180760 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1180939.750000 Penalty: 2973.562012
	Iteration 11Q: 3 clusters Score -1180940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1181092.375000 Penalty: 2973.562012
	Iteration 12Q: 3 clusters Score -1181092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1181212.750000 Penalty: 2973.562012
	Iteration 13Q: 3 clusters Score -1181213 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1181297.750000 Penalty: 2973.562012
	Iteration 14Q: 3 clusters Score -1181298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1181343.625000 Penalty: 2973.562012
	Iteration 15Q: 3 clusters Score -1181344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1181363.625000 Penalty: 2973.562012
	Iteration 16Q: 3 clusters Score -1181364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1181371.875000 Penalty: 2973.562012
	Iteration 17Q: 3 clusters Score -1181372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1181380.875000 Penalty: 2973.562012
	Iteration 18Q: 3 clusters Score -1181381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1181382.375000 Penalty: 2973.562012
	Iteration 19Q: 3 clusters Score -1181382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1181388.500000 Penalty: 2973.562012
	Iteration 20F: 3 clusters Score -1181388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1181385.125000 Penalty: 2973.562012
	Iteration 21Q: 3 clusters Score -1181385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1181388.500000 Penalty: 2973.562012
	Iteration 22Q: 3 clusters Score -1181388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1181389.375000 Penalty: 2973.562012
	Iteration 23Q: 3 clusters Score -1181389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1181388.000000 Penalty: 2973.562012
	Iteration 24Q: 3 clusters Score -1181388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1181391.375000 Penalty: 2973.562012
	Iteration 25Q: 3 clusters Score -1181391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1181392.750000 Penalty: 2973.562012
	Iteration 26Q: 3 clusters Score -1181393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1181395.500000 Penalty: 2973.562012
	Iteration 27Q: 3 clusters Score -1181396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1181394.250000 Penalty: 2973.562012
	Iteration 28Q: 3 clusters Score -1181394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1181391.125000 Penalty: 2973.562012
	Iteration 29Q: 3 clusters Score -1181391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1181392.000000 Penalty: 2973.562012
	Iteration 30Q: 3 clusters Score -1181392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1181393.250000 Penalty: 2973.562012
	Iteration 31Q: 3 clusters Score -1181393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1181394.625000 Penalty: 2973.562012
	Iteration 32Q: 3 clusters Score -1181395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1181394.125000 Penalty: 2973.562012
	Iteration 33Q: 3 clusters Score -1181394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1181392.750000 Penalty: 2973.562012
	Iteration 34Q: 3 clusters Score -1181393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1181392.750000 Penalty: 2973.562012
	Iteration 35Q: 3 clusters Score -1181393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1181393.875000 Penalty: 2973.562012
	Iteration 36Q: 3 clusters Score -1181394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1181393.750000 Penalty: 2973.562012
	Iteration 37Q: 3 clusters Score -1181394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1181394.000000 Penalty: 2973.562012
	Iteration 38Q: 3 clusters Score -1181394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1181395.625000 Penalty: 2973.562012
	Iteration 39Q: 3 clusters Score -1181396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1181396.875000 Penalty: 2973.562012
	Iteration 40F: 3 clusters Score -1181397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1181397.000000 Penalty: 2973.562012
	Iteration 41Q: 3 clusters Score -1181397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1181396.875000 Penalty: 2973.562012
	Iteration 42Q: 3 clusters Score -1181397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1181396.875000 Penalty: 2973.562012
	Iteration 43F: 3 clusters Score -1181397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 107739 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 22077 members 
Mstep: Class 8 contains 70777 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 8952 members 
Mstep: Class 12 contains 84031 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61039 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 35968 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 3545 members 
Entering Unmasked Estep 
Score: -59775324.000000 Penalty: 55249.664062
Splitting cluster 10 changes total score from -59774440.000000 to -59775324.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -1120433.375000 Penalty: 1478.690186
	Iteration 0F: 2 clusters Score -1120433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1113982.500000 Penalty: 2957.380371
	Iteration 0F: 3 clusters Score -1113982 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1116028.750000 Penalty: 2957.380371
	Iteration 1F: 3 clusters Score -1116029 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1116343.625000 Penalty: 2957.380371
	Iteration 2F: 3 clusters Score -1116344 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1116611.125000 Penalty: 2957.380371
	Iteration 3F: 3 clusters Score -1116611 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1116893.625000 Penalty: 2957.380371
	Iteration 4F: 3 clusters Score -1116894 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1117196.750000 Penalty: 2957.380371
	Iteration 5F: 3 clusters Score -1117197 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1117606.750000 Penalty: 2957.380371
	Iteration 6F: 3 clusters Score -1117607 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1118151.750000 Penalty: 2957.380371
	Iteration 7F: 3 clusters Score -1118152 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1119018.625000 Penalty: 2957.380371
	Iteration 8F: 3 clusters Score -1119019 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1120017.125000 Penalty: 2957.380371
	Iteration 9F: 3 clusters Score -1120017 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1120683.000000 Penalty: 2957.380371
	Iteration 10F: 3 clusters Score -1120683 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1120972.625000 Penalty: 2957.380371
	Iteration 11Q: 3 clusters Score -1120973 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1121167.750000 Penalty: 2957.380371
	Iteration 12Q: 3 clusters Score -1121168 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1121330.000000 Penalty: 2957.380371
	Iteration 13Q: 3 clusters Score -1121330 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1121564.250000 Penalty: 2957.380371
	Iteration 14Q: 3 clusters Score -1121564 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1121843.625000 Penalty: 2957.380371
	Iteration 15Q: 3 clusters Score -1121844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1121927.875000 Penalty: 2957.380371
	Iteration 16Q: 3 clusters Score -1121928 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1121956.250000 Penalty: 2957.380371
	Iteration 17Q: 3 clusters Score -1121956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1121966.125000 Penalty: 2957.380371
	Iteration 18Q: 3 clusters Score -1121966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1121970.875000 Penalty: 2957.380371
	Iteration 19Q: 3 clusters Score -1121971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1121970.000000 Penalty: 2957.380371
	Iteration 20F: 3 clusters Score -1121970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1121973.500000 Penalty: 2957.380371
	Iteration 21Q: 3 clusters Score -1121974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1121973.250000 Penalty: 2957.380371
	Iteration 22Q: 3 clusters Score -1121973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1121972.625000 Penalty: 2957.380371
	Iteration 23Q: 3 clusters Score -1121973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1121974.375000 Penalty: 2957.380371
	Iteration 24Q: 3 clusters Score -1121974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1121976.875000 Penalty: 2957.380371
	Iteration 25Q: 3 clusters Score -1121977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1121976.000000 Penalty: 2957.380371
	Iteration 26Q: 3 clusters Score -1121976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1121976.000000 Penalty: 2957.380371
	Iteration 27F: 3 clusters Score -1121976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 107739 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 22077 members 
Mstep: Class 8 contains 70777 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 84031 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 61039 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 35968 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 1729 members 
Entering Unmasked Estep 
Score: -59776136.000000 Penalty: 57374.648438
Splitting cluster 11 changes total score from -59774440.000000 to -59776136.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (84031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Entering Unmasked Estep 
Score: -10771527.000000 Penalty: 1842.577881
	Iteration 0F: 2 clusters Score -1.077153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -10715962.000000 Penalty: 3685.155762
	Iteration 0F: 3 clusters Score -1.071596e+07 nChanged 39868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -10739037.000000 Penalty: 3685.155762
	Iteration 1F: 3 clusters Score -1.073904e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -10739815.000000 Penalty: 3685.155762
	Iteration 2Q: 3 clusters Score -1.073982e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -10740952.000000 Penalty: 3685.155762
	Iteration 3Q: 3 clusters Score -1.074095e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -10742611.000000 Penalty: 3685.155762
	Iteration 4Q: 3 clusters Score -1.074261e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -10744985.000000 Penalty: 3685.155762
	Iteration 5F: 3 clusters Score -1.074498e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -10748692.000000 Penalty: 3685.155762
	Iteration 6F: 3 clusters Score -1.074869e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -10753243.000000 Penalty: 3685.155762
	Iteration 7F: 3 clusters Score -1.075324e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -10757610.000000 Penalty: 3685.155762
	Iteration 8F: 3 clusters Score -1.075761e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -10760568.000000 Penalty: 3685.155762
	Iteration 9Q: 3 clusters Score -1.076057e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -10762165.000000 Penalty: 3685.155762
	Iteration 10Q: 3 clusters Score -1.076216e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72155 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -10763204.000000 Penalty: 3685.155762
	Iteration 11Q: 3 clusters Score -1.07632e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -10764151.000000 Penalty: 3685.155762
	Iteration 12Q: 3 clusters Score -1.076415e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -10764813.000000 Penalty: 3685.155762
	Iteration 13Q: 3 clusters Score -1.076481e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -10765525.000000 Penalty: 3685.155762
	Iteration 14Q: 3 clusters Score -1.076552e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -10766251.000000 Penalty: 3685.155762
	Iteration 15Q: 3 clusters Score -1.076625e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -10766974.000000 Penalty: 3685.155762
	Iteration 16Q: 3 clusters Score -1.076697e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3685.155762
	Iteration 17Q: 3 clusters Score -1.076763e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -10768222.000000 Penalty: 3685.155762
	Iteration 18Q: 3 clusters Score -1.076822e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81077 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -10768694.000000 Penalty: 3685.155762
	Iteration 19Q: 3 clusters Score -1.076869e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10769029.000000 Penalty: 3685.155762
	Iteration 20F: 3 clusters Score -1.076903e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10769248.000000 Penalty: 3685.155762
	Iteration 21Q: 3 clusters Score -1.076925e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10769374.000000 Penalty: 3685.155762
	Iteration 22Q: 3 clusters Score -1.076937e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -10769472.000000 Penalty: 3685.155762
	Iteration 23Q: 3 clusters Score -1.076947e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10769496.000000 Penalty: 3685.155762
	Iteration 24Q: 3 clusters Score -1.07695e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10769584.000000 Penalty: 3685.155762
	Iteration 25Q: 3 clusters Score -1.076958e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -10769664.000000 Penalty: 3685.155762
	Iteration 26Q: 3 clusters Score -1.076966e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10769714.000000 Penalty: 3685.155762
	Iteration 27Q: 3 clusters Score -1.076971e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10769752.000000 Penalty: 3685.155762
	Iteration 28Q: 3 clusters Score -1.076975e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83127 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10769774.000000 Penalty: 3685.155762
	Iteration 29Q: 3 clusters Score -1.076977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10769814.000000 Penalty: 3685.155762
	Iteration 30Q: 3 clusters Score -1.076981e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10769840.000000 Penalty: 3685.155762
	Iteration 31Q: 3 clusters Score -1.076984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10769866.000000 Penalty: 3685.155762
	Iteration 32Q: 3 clusters Score -1.076987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10769870.000000 Penalty: 3685.155762
	Iteration 33Q: 3 clusters Score -1.076987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10769866.000000 Penalty: 3685.155762
	Iteration 34Q: 3 clusters Score -1.076987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83335 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10769878.000000 Penalty: 3685.155762
	Iteration 35Q: 3 clusters Score -1.076988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10769883.000000 Penalty: 3685.155762
	Iteration 36Q: 3 clusters Score -1.076988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10769894.000000 Penalty: 3685.155762
	Iteration 37Q: 3 clusters Score -1.076989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10769898.000000 Penalty: 3685.155762
	Iteration 38Q: 3 clusters Score -1.07699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10769921.000000 Penalty: 3685.155762
	Iteration 39Q: 3 clusters Score -1.076992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -10769928.000000 Penalty: 3685.155762
	Iteration 40F: 3 clusters Score -1.076993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10769933.000000 Penalty: 3685.155762
	Iteration 41Q: 3 clusters Score -1.076993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10769926.000000 Penalty: 3685.155762
	Iteration 42Q: 3 clusters Score -1.076993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83420 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10769927.000000 Penalty: 3685.155762
	Iteration 43Q: 3 clusters Score -1.076993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10769934.000000 Penalty: 3685.155762
	Iteration 44Q: 3 clusters Score -1.076993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83429 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10769935.000000 Penalty: 3685.155762
	Iteration 45Q: 3 clusters Score -1.076994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10769939.000000 Penalty: 3685.155762
	Iteration 46Q: 3 clusters Score -1.076994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10769928.000000 Penalty: 3685.155762
	Iteration 47Q: 3 clusters Score -1.076993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10769932.000000 Penalty: 3685.155762
	Iteration 48Q: 3 clusters Score -1.076993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10769932.000000 Penalty: 3685.155762
	Iteration 49Q: 3 clusters Score -1.076993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83444 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10769927.000000 Penalty: 3685.155762
	Iteration 50Q: 3 clusters Score -1.076993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10769930.000000 Penalty: 3685.155762
	Iteration 51Q: 3 clusters Score -1.076993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10769930.000000 Penalty: 3685.155762
	Iteration 52F: 3 clusters Score -1.076993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -225875.578125 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -225875.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223864.281250 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -223864.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224270.125000 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -224270.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -224377.125000 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -224377.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224441.453125 Penalty: 2448.102783
	Iteration 3Q: 3 clusters Score -224441.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -224478.046875 Penalty: 2448.102783
	Iteration 4Q: 3 clusters Score -224478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -224503.187500 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -224503.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224527.515625 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -224527.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224554.671875 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -224554.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -224589.640625 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -224589.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224630.046875 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -224630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -224672.375000 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -224672.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -224709.437500 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -224709.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224750.984375 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -224751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224789.218750 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -224789.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224812.359375 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -224812.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224822.687500 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -224822.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224831.781250 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -224831.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224836.234375 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -224836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224840.968750 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -224841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224845.250000 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -224845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -224846.750000 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -224846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224846.921875 Penalty: 2448.102783
	Iteration 21Q: 3 clusters Score -224846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224846.921875 Penalty: 2448.102783
	Iteration 22F: 3 clusters Score -224846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29133.638672 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29133.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28298.720703 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28298.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28383.652344 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28383.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28402.308594 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28402.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28423.134766 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28423.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28444.183594 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -28444.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28460.785156 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -28460.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28473.015625 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -28473.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28474.425781 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -28474.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28474.425781 Penalty: 1782.559082
	Iteration 8F: 3 clusters Score -28474.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Entering Unmasked Estep 
Score: -2185853.000000 Penalty: 1587.822021
	Iteration 0F: 2 clusters Score -2185853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2173821.250000 Penalty: 3175.644043
	Iteration 0F: 3 clusters Score -2173821 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2178096.000000 Penalty: 3175.644043
	Iteration 1F: 3 clusters Score -2178096 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2178578.250000 Penalty: 3175.644043
	Iteration 2F: 3 clusters Score -2178578 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2179213.000000 Penalty: 3175.644043
	Iteration 3F: 3 clusters Score -2179213 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2179976.250000 Penalty: 3175.644043
	Iteration 4F: 3 clusters Score -2179976 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2180734.250000 Penalty: 3175.644043
	Iteration 5F: 3 clusters Score -2180734 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2181500.500000 Penalty: 3175.644043
	Iteration 6F: 3 clusters Score -2181500 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2182207.000000 Penalty: 3175.644043
	Iteration 7F: 3 clusters Score -2182207 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2182722.750000 Penalty: 3175.644043
	Iteration 8Q: 3 clusters Score -2182723 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2182996.750000 Penalty: 3175.644043
	Iteration 9Q: 3 clusters Score -2182997 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2183153.750000 Penalty: 3175.644043
	Iteration 10Q: 3 clusters Score -2183154 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2183249.500000 Penalty: 3175.644043
	Iteration 11Q: 3 clusters Score -2183250 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2183298.500000 Penalty: 3175.644043
	Iteration 12Q: 3 clusters Score -2183298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2183340.500000 Penalty: 3175.644043
	Iteration 13Q: 3 clusters Score -2183340 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2183362.250000 Penalty: 3175.644043
	Iteration 14Q: 3 clusters Score -2183362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2183378.500000 Penalty: 3175.644043
	Iteration 15Q: 3 clusters Score -2183378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2183396.000000 Penalty: 3175.644043
	Iteration 16Q: 3 clusters Score -2183396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2183422.250000 Penalty: 3175.644043
	Iteration 17Q: 3 clusters Score -2183422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2183434.000000 Penalty: 3175.644043
	Iteration 18Q: 3 clusters Score -2183434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2183441.500000 Penalty: 3175.644043
	Iteration 19Q: 3 clusters Score -2183442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2183446.500000 Penalty: 3175.644043
	Iteration 20F: 3 clusters Score -2183446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2183454.500000 Penalty: 3175.644043
	Iteration 21Q: 3 clusters Score -2183454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2183465.500000 Penalty: 3175.644043
	Iteration 22Q: 3 clusters Score -2183466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2183472.000000 Penalty: 3175.644043
	Iteration 23Q: 3 clusters Score -2183472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2183472.250000 Penalty: 3175.644043
	Iteration 24Q: 3 clusters Score -2183472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2183483.250000 Penalty: 3175.644043
	Iteration 25Q: 3 clusters Score -2183483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2183484.500000 Penalty: 3175.644043
	Iteration 26Q: 3 clusters Score -2183484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2183489.750000 Penalty: 3175.644043
	Iteration 27Q: 3 clusters Score -2183490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2183502.000000 Penalty: 3175.644043
	Iteration 28Q: 3 clusters Score -2183502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2183508.250000 Penalty: 3175.644043
	Iteration 29Q: 3 clusters Score -2183508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2183521.750000 Penalty: 3175.644043
	Iteration 30Q: 3 clusters Score -2183522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2183527.500000 Penalty: 3175.644043
	Iteration 31Q: 3 clusters Score -2183528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2183524.250000 Penalty: 3175.644043
	Iteration 32Q: 3 clusters Score -2183524 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2183530.750000 Penalty: 3175.644043
	Iteration 33Q: 3 clusters Score -2183531 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2183537.250000 Penalty: 3175.644043
	Iteration 34Q: 3 clusters Score -2183537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2183546.250000 Penalty: 3175.644043
	Iteration 35Q: 3 clusters Score -2183546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2183547.750000 Penalty: 3175.644043
	Iteration 36Q: 3 clusters Score -2183548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2183545.500000 Penalty: 3175.644043
	Iteration 37Q: 3 clusters Score -2183546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2183554.250000 Penalty: 3175.644043
	Iteration 38Q: 3 clusters Score -2183554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2183553.250000 Penalty: 3175.644043
	Iteration 39Q: 3 clusters Score -2183553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2183556.500000 Penalty: 3175.644043
	Iteration 40F: 3 clusters Score -2183556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2183562.250000 Penalty: 3175.644043
	Iteration 41Q: 3 clusters Score -2183562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2183559.500000 Penalty: 3175.644043
	Iteration 42Q: 3 clusters Score -2183560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2183561.750000 Penalty: 3175.644043
	Iteration 43Q: 3 clusters Score -2183562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2183570.250000 Penalty: 3175.644043
	Iteration 44Q: 3 clusters Score -2183570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2183566.000000 Penalty: 3175.644043
	Iteration 45Q: 3 clusters Score -2183566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2183567.500000 Penalty: 3175.644043
	Iteration 46Q: 3 clusters Score -2183568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2183570.000000 Penalty: 3175.644043
	Iteration 47Q: 3 clusters Score -2183570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2183570.000000 Penalty: 3175.644043
	Iteration 48Q: 3 clusters Score -2183570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2183570.250000 Penalty: 3175.644043
	Iteration 49Q: 3 clusters Score -2183570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2183571.000000 Penalty: 3175.644043
	Iteration 50Q: 3 clusters Score -2183571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2183572.500000 Penalty: 3175.644043
	Iteration 51Q: 3 clusters Score -2183572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2183576.500000 Penalty: 3175.644043
	Iteration 52Q: 3 clusters Score -2183576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2183575.750000 Penalty: 3175.644043
	Iteration 53Q: 3 clusters Score -2183576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2183580.250000 Penalty: 3175.644043
	Iteration 54Q: 3 clusters Score -2183580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2183574.750000 Penalty: 3175.644043
	Iteration 55Q: 3 clusters Score -2183575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2183576.000000 Penalty: 3175.644043
	Iteration 56Q: 3 clusters Score -2183576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2183578.000000 Penalty: 3175.644043
	Iteration 57Q: 3 clusters Score -2183578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2183579.750000 Penalty: 3175.644043
	Iteration 58Q: 3 clusters Score -2183580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2183577.750000 Penalty: 3175.644043
	Iteration 59Q: 3 clusters Score -2183578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2183576.750000 Penalty: 3175.644043
	Iteration 60F: 3 clusters Score -2183577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2183578.000000 Penalty: 3175.644043
	Iteration 61Q: 3 clusters Score -2183578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2183573.000000 Penalty: 3175.644043
	Iteration 62Q: 3 clusters Score -2183573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2183576.500000 Penalty: 3175.644043
	Iteration 63Q: 3 clusters Score -2183576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2183579.500000 Penalty: 3175.644043
	Iteration 64Q: 3 clusters Score -2183580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2183581.750000 Penalty: 3175.644043
	Iteration 65Q: 3 clusters Score -2183582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2183579.250000 Penalty: 3175.644043
	Iteration 66Q: 3 clusters Score -2183579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2183588.250000 Penalty: 3175.644043
	Iteration 67Q: 3 clusters Score -2183588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2183594.500000 Penalty: 3175.644043
	Iteration 68Q: 3 clusters Score -2183594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2183594.250000 Penalty: 3175.644043
	Iteration 69Q: 3 clusters Score -2183594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2183595.500000 Penalty: 3175.644043
	Iteration 70Q: 3 clusters Score -2183596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2183600.250000 Penalty: 3175.644043
	Iteration 71Q: 3 clusters Score -2183600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2183600.500000 Penalty: 3175.644043
	Iteration 72Q: 3 clusters Score -2183600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2183598.250000 Penalty: 3175.644043
	Iteration 73Q: 3 clusters Score -2183598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2183598.250000 Penalty: 3175.644043
	Iteration 74Q: 3 clusters Score -2183598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2183597.250000 Penalty: 3175.644043
	Iteration 75Q: 3 clusters Score -2183597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2183598.000000 Penalty: 3175.644043
	Iteration 76Q: 3 clusters Score -2183598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2183601.250000 Penalty: 3175.644043
	Iteration 77Q: 3 clusters Score -2183601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2183598.000000 Penalty: 3175.644043
	Iteration 78Q: 3 clusters Score -2183598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2183600.250000 Penalty: 3175.644043
	Iteration 79Q: 3 clusters Score -2183600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -2183600.500000 Penalty: 3175.644043
	Iteration 80F: 3 clusters Score -2183600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2183597.500000 Penalty: 3175.644043
	Iteration 81Q: 3 clusters Score -2183598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2183599.750000 Penalty: 3175.644043
	Iteration 82Q: 3 clusters Score -2183600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2183601.750000 Penalty: 3175.644043
	Iteration 83Q: 3 clusters Score -2183602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2183606.250000 Penalty: 3175.644043
	Iteration 84Q: 3 clusters Score -2183606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2183603.000000 Penalty: 3175.644043
	Iteration 85Q: 3 clusters Score -2183603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2183604.750000 Penalty: 3175.644043
	Iteration 86Q: 3 clusters Score -2183605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2183603.750000 Penalty: 3175.644043
	Iteration 87Q: 3 clusters Score -2183604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2183603.500000 Penalty: 3175.644043
	Iteration 88Q: 3 clusters Score -2183604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2183608.500000 Penalty: 3175.644043
	Iteration 89Q: 3 clusters Score -2183608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2183605.750000 Penalty: 3175.644043
	Iteration 90Q: 3 clusters Score -2183606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2183606.500000 Penalty: 3175.644043
	Iteration 91Q: 3 clusters Score -2183606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2183610.500000 Penalty: 3175.644043
	Iteration 92Q: 3 clusters Score -2183610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2183609.500000 Penalty: 3175.644043
	Iteration 93Q: 3 clusters Score -2183610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2183607.750000 Penalty: 3175.644043
	Iteration 94Q: 3 clusters Score -2183608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2183607.500000 Penalty: 3175.644043
	Iteration 95Q: 3 clusters Score -2183608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2183606.500000 Penalty: 3175.644043
	Iteration 96Q: 3 clusters Score -2183606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2183606.500000 Penalty: 3175.644043
	Iteration 97F: 3 clusters Score -2183606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Entering Unmasked Estep 
Score: -922722.750000 Penalty: 1457.322998
	Iteration 0F: 2 clusters Score -922722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -916956.500000 Penalty: 2914.645996
	Iteration 0F: 3 clusters Score -916956.5 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -918749.500000 Penalty: 2914.645996
	Iteration 1F: 3 clusters Score -918749.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -919065.500000 Penalty: 2914.645996
	Iteration 2F: 3 clusters Score -919065.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -919384.000000 Penalty: 2914.645996
	Iteration 3F: 3 clusters Score -919384 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -919664.937500 Penalty: 2914.645996
	Iteration 4F: 3 clusters Score -919664.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -919902.250000 Penalty: 2914.645996
	Iteration 5Q: 3 clusters Score -919902.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -920121.625000 Penalty: 2914.645996
	Iteration 6Q: 3 clusters Score -920121.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -920313.812500 Penalty: 2914.645996
	Iteration 7Q: 3 clusters Score -920313.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -920480.625000 Penalty: 2914.645996
	Iteration 8Q: 3 clusters Score -920480.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -920610.375000 Penalty: 2914.645996
	Iteration 9Q: 3 clusters Score -920610.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -920730.562500 Penalty: 2914.645996
	Iteration 10Q: 3 clusters Score -920730.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -920828.562500 Penalty: 2914.645996
	Iteration 11Q: 3 clusters Score -920828.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -920904.187500 Penalty: 2914.645996
	Iteration 12Q: 3 clusters Score -920904.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -920964.875000 Penalty: 2914.645996
	Iteration 13Q: 3 clusters Score -920964.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -921027.937500 Penalty: 2914.645996
	Iteration 14Q: 3 clusters Score -921027.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -921090.687500 Penalty: 2914.645996
	Iteration 15Q: 3 clusters Score -921090.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -921141.187500 Penalty: 2914.645996
	Iteration 16Q: 3 clusters Score -921141.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -921197.000000 Penalty: 2914.645996
	Iteration 17Q: 3 clusters Score -921197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -921251.250000 Penalty: 2914.645996
	Iteration 18Q: 3 clusters Score -921251.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -921312.625000 Penalty: 2914.645996
	Iteration 19Q: 3 clusters Score -921312.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -921364.875000 Penalty: 2914.645996
	Iteration 20F: 3 clusters Score -921364.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -921414.437500 Penalty: 2914.645996
	Iteration 21Q: 3 clusters Score -921414.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -921462.312500 Penalty: 2914.645996
	Iteration 22Q: 3 clusters Score -921462.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -921504.000000 Penalty: 2914.645996
	Iteration 23Q: 3 clusters Score -921504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -921551.812500 Penalty: 2914.645996
	Iteration 24Q: 3 clusters Score -921551.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -921607.375000 Penalty: 2914.645996
	Iteration 25Q: 3 clusters Score -921607.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -921644.937500 Penalty: 2914.645996
	Iteration 26Q: 3 clusters Score -921644.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -921675.812500 Penalty: 2914.645996
	Iteration 27Q: 3 clusters Score -921675.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -921697.187500 Penalty: 2914.645996
	Iteration 28Q: 3 clusters Score -921697.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -921712.687500 Penalty: 2914.645996
	Iteration 29Q: 3 clusters Score -921712.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -921720.125000 Penalty: 2914.645996
	Iteration 30Q: 3 clusters Score -921720.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -921724.375000 Penalty: 2914.645996
	Iteration 31Q: 3 clusters Score -921724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -921728.437500 Penalty: 2914.645996
	Iteration 32Q: 3 clusters Score -921728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -921731.437500 Penalty: 2914.645996
	Iteration 33Q: 3 clusters Score -921731.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -921731.312500 Penalty: 2914.645996
	Iteration 34Q: 3 clusters Score -921731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -921734.687500 Penalty: 2914.645996
	Iteration 35Q: 3 clusters Score -921734.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -921735.562500 Penalty: 2914.645996
	Iteration 36Q: 3 clusters Score -921735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -921738.062500 Penalty: 2914.645996
	Iteration 37Q: 3 clusters Score -921738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -921738.062500 Penalty: 2914.645996
	Iteration 38Q: 3 clusters Score -921738.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -921743.375000 Penalty: 2914.645996
	Iteration 39Q: 3 clusters Score -921743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -921746.187500 Penalty: 2914.645996
	Iteration 40F: 3 clusters Score -921746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -921747.375000 Penalty: 2914.645996
	Iteration 41Q: 3 clusters Score -921747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -921747.875000 Penalty: 2914.645996
	Iteration 42Q: 3 clusters Score -921747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -921748.000000 Penalty: 2914.645996
	Iteration 43Q: 3 clusters Score -921748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -921748.000000 Penalty: 2914.645996
	Iteration 44F: 3 clusters Score -921748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -39936.621094 Penalty: 976.432190
	Iteration 0F: 2 clusters Score -39936.62 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 207 members 
Entering Unmasked Estep 
Score: -39123.523438 Penalty: 1952.864380
	Iteration 0F: 3 clusters Score -39123.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39489.488281 Penalty: 1952.864380
	Iteration 1F: 3 clusters Score -39489.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39670.839844 Penalty: 1952.864380
	Iteration 2F: 3 clusters Score -39670.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39793.902344 Penalty: 1952.864380
	Iteration 3F: 3 clusters Score -39793.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39851.699219 Penalty: 1952.864380
	Iteration 4Q: 3 clusters Score -39851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39897.156250 Penalty: 1952.864380
	Iteration 5Q: 3 clusters Score -39897.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39949.179688 Penalty: 1952.864380
	Iteration 6Q: 3 clusters Score -39949.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39961.210938 Penalty: 1952.864380
	Iteration 7Q: 3 clusters Score -39961.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39982.761719 Penalty: 1952.864380
	Iteration 8Q: 3 clusters Score -39982.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39985.546875 Penalty: 1952.864380
	Iteration 9Q: 3 clusters Score -39985.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39992.519531 Penalty: 1952.864380
	Iteration 10Q: 3 clusters Score -39992.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39994.691406 Penalty: 1952.864380
	Iteration 11Q: 3 clusters Score -39994.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39996.781250 Penalty: 1952.864380
	Iteration 12F: 3 clusters Score -39996.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40004.628906 Penalty: 1952.864380
	Iteration 13Q: 3 clusters Score -40004.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40008.476562 Penalty: 1952.864380
	Iteration 14Q: 3 clusters Score -40008.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -40008.476562 Penalty: 1952.864380
	Iteration 15F: 3 clusters Score -40008.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 107739 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 22077 members 
Mstep: Class 8 contains 70777 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 84031 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 171 members 
Mstep: Class 18 contains 61039 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 35968 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 204 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 1729 members 
Mstep: Class 28 contains 236 members 
Entering Unmasked Estep 
Score: -59775040.000000 Penalty: 59499.636719
Splitting cluster 17 changes total score from -59774440.000000 to -59775040.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (61039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Entering Unmasked Estep 
Score: -7860581.500000 Penalty: 1790.631104
	Iteration 0F: 2 clusters Score -7860582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7819728.500000 Penalty: 3581.262207
	Iteration 0F: 3 clusters Score -7819728 nChanged 28934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -7836442.000000 Penalty: 3581.262207
	Iteration 1F: 3 clusters Score -7836442 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -7837148.000000 Penalty: 3581.262207
	Iteration 2Q: 3 clusters Score -7837148 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7837859.500000 Penalty: 3581.262207
	Iteration 3Q: 3 clusters Score -7837860 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -7838805.500000 Penalty: 3581.262207
	Iteration 4Q: 3 clusters Score -7838806 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -7840046.000000 Penalty: 3581.262207
	Iteration 5Q: 3 clusters Score -7840046 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -7841542.500000 Penalty: 3581.262207
	Iteration 6Q: 3 clusters Score -7841542 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -7843278.500000 Penalty: 3581.262207
	Iteration 7F: 3 clusters Score -7843278 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -7845110.000000 Penalty: 3581.262207
	Iteration 8F: 3 clusters Score -7845110 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -7846951.500000 Penalty: 3581.262207
	Iteration 9Q: 3 clusters Score -7846952 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -7848657.000000 Penalty: 3581.262207
	Iteration 10Q: 3 clusters Score -7848657 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -7850225.500000 Penalty: 3581.262207
	Iteration 11Q: 3 clusters Score -7850226 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -7851427.500000 Penalty: 3581.262207
	Iteration 12Q: 3 clusters Score -7851428 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -7852307.000000 Penalty: 3581.262207
	Iteration 13Q: 3 clusters Score -7852307 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -7852970.500000 Penalty: 3581.262207
	Iteration 14Q: 3 clusters Score -7852970 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -7853411.500000 Penalty: 3581.262207
	Iteration 15Q: 3 clusters Score -7853412 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -7853742.000000 Penalty: 3581.262207
	Iteration 16Q: 3 clusters Score -7853742 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -7853949.500000 Penalty: 3581.262207
	Iteration 17Q: 3 clusters Score -7853950 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -7854179.000000 Penalty: 3581.262207
	Iteration 18Q: 3 clusters Score -7854179 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -7854373.500000 Penalty: 3581.262207
	Iteration 19Q: 3 clusters Score -7854374 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -7854578.500000 Penalty: 3581.262207
	Iteration 20F: 3 clusters Score -7854578 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -7854810.500000 Penalty: 3581.262207
	Iteration 21Q: 3 clusters Score -7854810 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -7855006.000000 Penalty: 3581.262207
	Iteration 22Q: 3 clusters Score -7855006 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -7855199.000000 Penalty: 3581.262207
	Iteration 23Q: 3 clusters Score -7855199 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -7855492.500000 Penalty: 3581.262207
	Iteration 24Q: 3 clusters Score -7855492 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -7855767.000000 Penalty: 3581.262207
	Iteration 25Q: 3 clusters Score -7855767 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -7856110.000000 Penalty: 3581.262207
	Iteration 26Q: 3 clusters Score -7856110 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -7856427.500000 Penalty: 3581.262207
	Iteration 27Q: 3 clusters Score -7856428 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7856759.000000 Penalty: 3581.262207
	Iteration 28Q: 3 clusters Score -7856759 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56145 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -7857160.500000 Penalty: 3581.262207
	Iteration 29Q: 3 clusters Score -7857160 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -7857544.000000 Penalty: 3581.262207
	Iteration 30Q: 3 clusters Score -7857544 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7857906.500000 Penalty: 3581.262207
	Iteration 31Q: 3 clusters Score -7857906 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7858178.000000 Penalty: 3581.262207
	Iteration 32Q: 3 clusters Score -7858178 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7858410.000000 Penalty: 3581.262207
	Iteration 33Q: 3 clusters Score -7858410 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7858679.500000 Penalty: 3581.262207
	Iteration 34Q: 3 clusters Score -7858680 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7858854.000000 Penalty: 3581.262207
	Iteration 35Q: 3 clusters Score -7858854 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7859030.500000 Penalty: 3581.262207
	Iteration 36Q: 3 clusters Score -7859030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7859157.000000 Penalty: 3581.262207
	Iteration 37Q: 3 clusters Score -7859157 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7859291.000000 Penalty: 3581.262207
	Iteration 38Q: 3 clusters Score -7859291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7859389.500000 Penalty: 3581.262207
	Iteration 39Q: 3 clusters Score -7859390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7859445.000000 Penalty: 3581.262207
	Iteration 40F: 3 clusters Score -7859445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7859485.500000 Penalty: 3581.262207
	Iteration 41Q: 3 clusters Score -7859486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7859497.000000 Penalty: 3581.262207
	Iteration 42Q: 3 clusters Score -7859497 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7859503.000000 Penalty: 3581.262207
	Iteration 43Q: 3 clusters Score -7859503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7859516.000000 Penalty: 3581.262207
	Iteration 44Q: 3 clusters Score -7859516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7859517.500000 Penalty: 3581.262207
	Iteration 45Q: 3 clusters Score -7859518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7859508.000000 Penalty: 3581.262207
	Iteration 46Q: 3 clusters Score -7859508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7859514.500000 Penalty: 3581.262207
	Iteration 47Q: 3 clusters Score -7859514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7859514.000000 Penalty: 3581.262207
	Iteration 48Q: 3 clusters Score -7859514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7859515.000000 Penalty: 3581.262207
	Iteration 49Q: 3 clusters Score -7859515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7859515.000000 Penalty: 3581.262207
	Iteration 50Q: 3 clusters Score -7859515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7859509.000000 Penalty: 3581.262207
	Iteration 51Q: 3 clusters Score -7859509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7859509.000000 Penalty: 3581.262207
	Iteration 52F: 3 clusters Score -7859509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Entering Unmasked Estep 
Score: -2233162.500000 Penalty: 1584.893066
	Iteration 0F: 2 clusters Score -2233162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2221400.250000 Penalty: 3169.786133
	Iteration 0F: 3 clusters Score -2221400 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2225525.000000 Penalty: 3169.786133
	Iteration 1F: 3 clusters Score -2225525 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2225852.000000 Penalty: 3169.786133
	Iteration 2F: 3 clusters Score -2225852 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2226173.750000 Penalty: 3169.786133
	Iteration 3Q: 3 clusters Score -2226174 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2226511.500000 Penalty: 3169.786133
	Iteration 4Q: 3 clusters Score -2226512 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2226946.250000 Penalty: 3169.786133
	Iteration 5Q: 3 clusters Score -2226946 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2227566.000000 Penalty: 3169.786133
	Iteration 6F: 3 clusters Score -2227566 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2228390.250000 Penalty: 3169.786133
	Iteration 7F: 3 clusters Score -2228390 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2229381.500000 Penalty: 3169.786133
	Iteration 8F: 3 clusters Score -2229382 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2230326.750000 Penalty: 3169.786133
	Iteration 9F: 3 clusters Score -2230327 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2231007.500000 Penalty: 3169.786133
	Iteration 10Q: 3 clusters Score -2231008 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2231380.000000 Penalty: 3169.786133
	Iteration 11Q: 3 clusters Score -2231380 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2231550.500000 Penalty: 3169.786133
	Iteration 12Q: 3 clusters Score -2231550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2231629.500000 Penalty: 3169.786133
	Iteration 13Q: 3 clusters Score -2231630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2231691.000000 Penalty: 3169.786133
	Iteration 14Q: 3 clusters Score -2231691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2231750.750000 Penalty: 3169.786133
	Iteration 15Q: 3 clusters Score -2231751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2231776.750000 Penalty: 3169.786133
	Iteration 16Q: 3 clusters Score -2231777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2231796.750000 Penalty: 3169.786133
	Iteration 17Q: 3 clusters Score -2231797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2231802.750000 Penalty: 3169.786133
	Iteration 18Q: 3 clusters Score -2231803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -2231806.000000 Penalty: 3169.786133
	Iteration 19Q: 3 clusters Score -2231806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2231808.250000 Penalty: 3169.786133
	Iteration 20F: 3 clusters Score -2231808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Entering Unmasked Estep 
Score: -461879.187500 Penalty: 1335.465332
	Iteration 0F: 2 clusters Score -461879.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -458698.468750 Penalty: 2670.930664
	Iteration 0F: 3 clusters Score -458698.5 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -459495.531250 Penalty: 2670.930664
	Iteration 1F: 3 clusters Score -459495.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -459641.906250 Penalty: 2670.930664
	Iteration 2F: 3 clusters Score -459641.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -459749.500000 Penalty: 2670.930664
	Iteration 3Q: 3 clusters Score -459749.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -459838.375000 Penalty: 2670.930664
	Iteration 4Q: 3 clusters Score -459838.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -459898.562500 Penalty: 2670.930664
	Iteration 5Q: 3 clusters Score -459898.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -459952.343750 Penalty: 2670.930664
	Iteration 6Q: 3 clusters Score -459952.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459995.812500 Penalty: 2670.930664
	Iteration 7Q: 3 clusters Score -459995.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -460040.093750 Penalty: 2670.930664
	Iteration 8Q: 3 clusters Score -460040.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -460087.843750 Penalty: 2670.930664
	Iteration 9Q: 3 clusters Score -460087.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -460142.125000 Penalty: 2670.930664
	Iteration 10Q: 3 clusters Score -460142.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -460199.843750 Penalty: 2670.930664
	Iteration 11Q: 3 clusters Score -460199.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -460244.625000 Penalty: 2670.930664
	Iteration 12Q: 3 clusters Score -460244.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -460274.531250 Penalty: 2670.930664
	Iteration 13Q: 3 clusters Score -460274.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -460304.593750 Penalty: 2670.930664
	Iteration 14Q: 3 clusters Score -460304.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -460336.750000 Penalty: 2670.930664
	Iteration 15Q: 3 clusters Score -460336.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -460368.218750 Penalty: 2670.930664
	Iteration 16Q: 3 clusters Score -460368.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -460401.437500 Penalty: 2670.930664
	Iteration 17Q: 3 clusters Score -460401.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -460428.625000 Penalty: 2670.930664
	Iteration 18Q: 3 clusters Score -460428.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -460452.687500 Penalty: 2670.930664
	Iteration 19Q: 3 clusters Score -460452.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -460470.531250 Penalty: 2670.930664
	Iteration 20F: 3 clusters Score -460470.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -460487.093750 Penalty: 2670.930664
	Iteration 21Q: 3 clusters Score -460487.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -460508.062500 Penalty: 2670.930664
	Iteration 22Q: 3 clusters Score -460508.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -460523.875000 Penalty: 2670.930664
	Iteration 23Q: 3 clusters Score -460523.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -460543.031250 Penalty: 2670.930664
	Iteration 24Q: 3 clusters Score -460543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -460560.218750 Penalty: 2670.930664
	Iteration 25Q: 3 clusters Score -460560.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -460575.718750 Penalty: 2670.930664
	Iteration 26Q: 3 clusters Score -460575.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -460589.125000 Penalty: 2670.930664
	Iteration 27Q: 3 clusters Score -460589.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -460598.656250 Penalty: 2670.930664
	Iteration 28Q: 3 clusters Score -460598.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -460603.312500 Penalty: 2670.930664
	Iteration 29Q: 3 clusters Score -460603.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -460613.468750 Penalty: 2670.930664
	Iteration 30Q: 3 clusters Score -460613.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -460619.781250 Penalty: 2670.930664
	Iteration 31Q: 3 clusters Score -460619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -460624.656250 Penalty: 2670.930664
	Iteration 32Q: 3 clusters Score -460624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -460626.468750 Penalty: 2670.930664
	Iteration 33Q: 3 clusters Score -460626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -460628.812500 Penalty: 2670.930664
	Iteration 34Q: 3 clusters Score -460628.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -460631.343750 Penalty: 2670.930664
	Iteration 35Q: 3 clusters Score -460631.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -460634.875000 Penalty: 2670.930664
	Iteration 36Q: 3 clusters Score -460634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -460637.062500 Penalty: 2670.930664
	Iteration 37Q: 3 clusters Score -460637.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -460637.156250 Penalty: 2670.930664
	Iteration 38Q: 3 clusters Score -460637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -460637.843750 Penalty: 2670.930664
	Iteration 39Q: 3 clusters Score -460637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -460639.218750 Penalty: 2670.930664
	Iteration 40F: 3 clusters Score -460639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -460641.906250 Penalty: 2670.930664
	Iteration 41Q: 3 clusters Score -460641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -460644.031250 Penalty: 2670.930664
	Iteration 42Q: 3 clusters Score -460644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -460645.687500 Penalty: 2670.930664
	Iteration 43Q: 3 clusters Score -460645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -460648.218750 Penalty: 2670.930664
	Iteration 44Q: 3 clusters Score -460648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -460649.468750 Penalty: 2670.930664
	Iteration 45Q: 3 clusters Score -460649.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -460649.906250 Penalty: 2670.930664
	Iteration 46Q: 3 clusters Score -460649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -460652.843750 Penalty: 2670.930664
	Iteration 47Q: 3 clusters Score -460652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -460655.687500 Penalty: 2670.930664
	Iteration 48Q: 3 clusters Score -460655.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -460658.750000 Penalty: 2670.930664
	Iteration 49Q: 3 clusters Score -460658.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -460660.968750 Penalty: 2670.930664
	Iteration 50Q: 3 clusters Score -460661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -460662.875000 Penalty: 2670.930664
	Iteration 51Q: 3 clusters Score -460662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -460667.281250 Penalty: 2670.930664
	Iteration 52Q: 3 clusters Score -460667.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -460671.062500 Penalty: 2670.930664
	Iteration 53Q: 3 clusters Score -460671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -460675.281250 Penalty: 2670.930664
	Iteration 54Q: 3 clusters Score -460675.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -460677.687500 Penalty: 2670.930664
	Iteration 55Q: 3 clusters Score -460677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -460678.406250 Penalty: 2670.930664
	Iteration 56Q: 3 clusters Score -460678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -460678.562500 Penalty: 2670.930664
	Iteration 57Q: 3 clusters Score -460678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -460679.093750 Penalty: 2670.930664
	Iteration 58Q: 3 clusters Score -460679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -460679.031250 Penalty: 2670.930664
	Iteration 59Q: 3 clusters Score -460679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -460680.312500 Penalty: 2670.930664
	Iteration 60F: 3 clusters Score -460680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -49352.281250 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -49352.28 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 201 members 
Entering Unmasked Estep 
Score: -48352.558594 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -48352.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48465.492188 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -48465.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48502.851562 Penalty: 1944.779297
	Iteration 2Q: 3 clusters Score -48502.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48518.718750 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -48518.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48528.113281 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -48528.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48533.585938 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -48533.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48536.085938 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -48536.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48536.929688 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -48536.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48536.929688 Penalty: 1944.779297
	Iteration 8F: 3 clusters Score -48536.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -855156.562500 Penalty: 1435.839844
	Iteration 0F: 2 clusters Score -855156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -849962.312500 Penalty: 2871.679688
	Iteration 0F: 3 clusters Score -849962.3 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -851560.062500 Penalty: 2871.679688
	Iteration 1F: 3 clusters Score -851560.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -851844.500000 Penalty: 2871.679688
	Iteration 2F: 3 clusters Score -851844.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -852063.187500 Penalty: 2871.679688
	Iteration 3F: 3 clusters Score -852063.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -852244.562500 Penalty: 2871.679688
	Iteration 4F: 3 clusters Score -852244.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -852405.500000 Penalty: 2871.679688
	Iteration 5Q: 3 clusters Score -852405.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -852539.312500 Penalty: 2871.679688
	Iteration 6Q: 3 clusters Score -852539.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -852658.812500 Penalty: 2871.679688
	Iteration 7Q: 3 clusters Score -852658.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -852785.125000 Penalty: 2871.679688
	Iteration 8Q: 3 clusters Score -852785.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -852915.750000 Penalty: 2871.679688
	Iteration 9Q: 3 clusters Score -852915.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -853056.500000 Penalty: 2871.679688
	Iteration 10Q: 3 clusters Score -853056.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -853230.375000 Penalty: 2871.679688
	Iteration 11Q: 3 clusters Score -853230.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -853454.750000 Penalty: 2871.679688
	Iteration 12Q: 3 clusters Score -853454.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -853673.187500 Penalty: 2871.679688
	Iteration 13Q: 3 clusters Score -853673.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -853883.187500 Penalty: 2871.679688
	Iteration 14Q: 3 clusters Score -853883.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -854078.312500 Penalty: 2871.679688
	Iteration 15Q: 3 clusters Score -854078.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -854201.125000 Penalty: 2871.679688
	Iteration 16Q: 3 clusters Score -854201.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -854270.875000 Penalty: 2871.679688
	Iteration 17Q: 3 clusters Score -854270.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -854312.000000 Penalty: 2871.679688
	Iteration 18Q: 3 clusters Score -854312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -854339.750000 Penalty: 2871.679688
	Iteration 19Q: 3 clusters Score -854339.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -854354.187500 Penalty: 2871.679688
	Iteration 20F: 3 clusters Score -854354.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -854366.750000 Penalty: 2871.679688
	Iteration 21Q: 3 clusters Score -854366.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -854384.187500 Penalty: 2871.679688
	Iteration 22Q: 3 clusters Score -854384.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -854394.875000 Penalty: 2871.679688
	Iteration 23Q: 3 clusters Score -854394.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -854402.125000 Penalty: 2871.679688
	Iteration 24Q: 3 clusters Score -854402.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -854408.125000 Penalty: 2871.679688
	Iteration 25Q: 3 clusters Score -854408.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -854412.500000 Penalty: 2871.679688
	Iteration 26Q: 3 clusters Score -854412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -854411.625000 Penalty: 2871.679688
	Iteration 27Q: 3 clusters Score -854411.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -854416.875000 Penalty: 2871.679688
	Iteration 28Q: 3 clusters Score -854416.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -854419.562500 Penalty: 2871.679688
	Iteration 29Q: 3 clusters Score -854419.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -854417.687500 Penalty: 2871.679688
	Iteration 30Q: 3 clusters Score -854417.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -854422.250000 Penalty: 2871.679688
	Iteration 31Q: 3 clusters Score -854422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -854421.937500 Penalty: 2871.679688
	Iteration 32Q: 3 clusters Score -854421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -854424.000000 Penalty: 2871.679688
	Iteration 33Q: 3 clusters Score -854424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -854425.500000 Penalty: 2871.679688
	Iteration 34Q: 3 clusters Score -854425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -854427.187500 Penalty: 2871.679688
	Iteration 35Q: 3 clusters Score -854427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -854427.500000 Penalty: 2871.679688
	Iteration 36Q: 3 clusters Score -854427.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -854427.937500 Penalty: 2871.679688
	Iteration 37Q: 3 clusters Score -854427.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -854427.937500 Penalty: 2871.679688
	Iteration 38F: 3 clusters Score -854427.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Entering Unmasked Estep 
Score: -4543799.500000 Penalty: 1704.687622
	Iteration 0F: 2 clusters Score -4543800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -4519700.500000 Penalty: 3409.375244
	Iteration 0F: 3 clusters Score -4519700 nChanged 16621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4528797.000000 Penalty: 3409.375244
	Iteration 1F: 3 clusters Score -4528797 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4529258.000000 Penalty: 3409.375244
	Iteration 2Q: 3 clusters Score -4529258 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -4529766.000000 Penalty: 3409.375244
	Iteration 3Q: 3 clusters Score -4529766 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4530448.000000 Penalty: 3409.375244
	Iteration 4Q: 3 clusters Score -4530448 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4531280.500000 Penalty: 3409.375244
	Iteration 5Q: 3 clusters Score -4531280 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4532381.500000 Penalty: 3409.375244
	Iteration 6F: 3 clusters Score -4532382 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4533807.000000 Penalty: 3409.375244
	Iteration 7F: 3 clusters Score -4533807 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4535101.000000 Penalty: 3409.375244
	Iteration 8F: 3 clusters Score -4535101 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -4536195.500000 Penalty: 3409.375244
	Iteration 9Q: 3 clusters Score -4536196 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -4536842.000000 Penalty: 3409.375244
	Iteration 10Q: 3 clusters Score -4536842 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -4537197.000000 Penalty: 3409.375244
	Iteration 11Q: 3 clusters Score -4537197 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -4537480.500000 Penalty: 3409.375244
	Iteration 12Q: 3 clusters Score -4537480 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4537753.000000 Penalty: 3409.375244
	Iteration 13Q: 3 clusters Score -4537753 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4538004.500000 Penalty: 3409.375244
	Iteration 14Q: 3 clusters Score -4538004 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4538243.500000 Penalty: 3409.375244
	Iteration 15Q: 3 clusters Score -4538244 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -4538512.000000 Penalty: 3409.375244
	Iteration 16Q: 3 clusters Score -4538512 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4538824.000000 Penalty: 3409.375244
	Iteration 17Q: 3 clusters Score -4538824 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -4539149.500000 Penalty: 3409.375244
	Iteration 18Q: 3 clusters Score -4539150 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4539544.000000 Penalty: 3409.375244
	Iteration 19Q: 3 clusters Score -4539544 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4539906.500000 Penalty: 3409.375244
	Iteration 20F: 3 clusters Score -4539906 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4540298.000000 Penalty: 3409.375244
	Iteration 21Q: 3 clusters Score -4540298 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4540704.000000 Penalty: 3409.375244
	Iteration 22Q: 3 clusters Score -4540704 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4541066.500000 Penalty: 3409.375244
	Iteration 23Q: 3 clusters Score -4541066 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4541408.000000 Penalty: 3409.375244
	Iteration 24Q: 3 clusters Score -4541408 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4541677.000000 Penalty: 3409.375244
	Iteration 25Q: 3 clusters Score -4541677 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4541882.000000 Penalty: 3409.375244
	Iteration 26Q: 3 clusters Score -4541882 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4542012.000000 Penalty: 3409.375244
	Iteration 27Q: 3 clusters Score -4542012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4542111.500000 Penalty: 3409.375244
	Iteration 28Q: 3 clusters Score -4542112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4542192.500000 Penalty: 3409.375244
	Iteration 29Q: 3 clusters Score -4542192 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4542244.000000 Penalty: 3409.375244
	Iteration 30Q: 3 clusters Score -4542244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4542268.000000 Penalty: 3409.375244
	Iteration 31Q: 3 clusters Score -4542268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4542290.000000 Penalty: 3409.375244
	Iteration 32Q: 3 clusters Score -4542290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4542312.000000 Penalty: 3409.375244
	Iteration 33Q: 3 clusters Score -4542312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4542328.000000 Penalty: 3409.375244
	Iteration 34Q: 3 clusters Score -4542328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4542345.500000 Penalty: 3409.375244
	Iteration 35Q: 3 clusters Score -4542346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4542359.000000 Penalty: 3409.375244
	Iteration 36Q: 3 clusters Score -4542359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4542361.000000 Penalty: 3409.375244
	Iteration 37Q: 3 clusters Score -4542361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4542370.500000 Penalty: 3409.375244
	Iteration 38Q: 3 clusters Score -4542370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4542378.500000 Penalty: 3409.375244
	Iteration 39Q: 3 clusters Score -4542378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4542381.000000 Penalty: 3409.375244
	Iteration 40F: 3 clusters Score -4542381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4542388.000000 Penalty: 3409.375244
	Iteration 41Q: 3 clusters Score -4542388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4542392.500000 Penalty: 3409.375244
	Iteration 42Q: 3 clusters Score -4542392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4542396.000000 Penalty: 3409.375244
	Iteration 43Q: 3 clusters Score -4542396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4542392.000000 Penalty: 3409.375244
	Iteration 44Q: 3 clusters Score -4542392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4542392.500000 Penalty: 3409.375244
	Iteration 45Q: 3 clusters Score -4542392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4542392.000000 Penalty: 3409.375244
	Iteration 46Q: 3 clusters Score -4542392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4542396.500000 Penalty: 3409.375244
	Iteration 47Q: 3 clusters Score -4542396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4542397.500000 Penalty: 3409.375244
	Iteration 48Q: 3 clusters Score -4542398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4542402.000000 Penalty: 3409.375244
	Iteration 49Q: 3 clusters Score -4542402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4542400.500000 Penalty: 3409.375244
	Iteration 50Q: 3 clusters Score -4542400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4542406.000000 Penalty: 3409.375244
	Iteration 51Q: 3 clusters Score -4542406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4542408.000000 Penalty: 3409.375244
	Iteration 52Q: 3 clusters Score -4542408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4542408.000000 Penalty: 3409.375244
	Iteration 53Q: 3 clusters Score -4542408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4542408.000000 Penalty: 3409.375244
	Iteration 54Q: 3 clusters Score -4542408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4542412.000000 Penalty: 3409.375244
	Iteration 55Q: 3 clusters Score -4542412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4542410.500000 Penalty: 3409.375244
	Iteration 56Q: 3 clusters Score -4542410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4542411.500000 Penalty: 3409.375244
	Iteration 57Q: 3 clusters Score -4542412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4542410.500000 Penalty: 3409.375244
	Iteration 58Q: 3 clusters Score -4542410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4542413.500000 Penalty: 3409.375244
	Iteration 59Q: 3 clusters Score -4542414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4542420.000000 Penalty: 3409.375244
	Iteration 60F: 3 clusters Score -4542420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4542419.000000 Penalty: 3409.375244
	Iteration 61Q: 3 clusters Score -4542419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4542418.000000 Penalty: 3409.375244
	Iteration 62Q: 3 clusters Score -4542418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4542425.500000 Penalty: 3409.375244
	Iteration 63Q: 3 clusters Score -4542426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4542431.500000 Penalty: 3409.375244
	Iteration 64Q: 3 clusters Score -4542432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4542429.500000 Penalty: 3409.375244
	Iteration 65Q: 3 clusters Score -4542430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4542435.500000 Penalty: 3409.375244
	Iteration 66Q: 3 clusters Score -4542436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4542438.500000 Penalty: 3409.375244
	Iteration 67Q: 3 clusters Score -4542438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4542439.000000 Penalty: 3409.375244
	Iteration 68Q: 3 clusters Score -4542439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4542439.000000 Penalty: 3409.375244
	Iteration 69Q: 3 clusters Score -4542439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4542442.000000 Penalty: 3409.375244
	Iteration 70Q: 3 clusters Score -4542442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 3409.375244
	Iteration 71Q: 3 clusters Score -4542441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4542437.000000 Penalty: 3409.375244
	Iteration 72Q: 3 clusters Score -4542437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4542439.500000 Penalty: 3409.375244
	Iteration 73Q: 3 clusters Score -4542440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 3409.375244
	Iteration 74Q: 3 clusters Score -4542441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4542443.500000 Penalty: 3409.375244
	Iteration 75Q: 3 clusters Score -4542444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4542443.500000 Penalty: 3409.375244
	Iteration 76F: 3 clusters Score -4542444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -66816.640625 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -66816.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -65728.414062 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -65728.41 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66024.812500 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -66024.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66120.148438 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -66120.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66154.757812 Penalty: 2102.001953
	Iteration 3Q: 3 clusters Score -66154.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66177.414062 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -66177.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66190.773438 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -66190.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66205.132812 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -66205.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66210.171875 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -66210.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66214.679688 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -66214.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66215.398438 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -66215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66216.007812 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -66216.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66217.320312 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -66217.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66217.320312 Penalty: 2102.001953
	Iteration 12F: 3 clusters Score -66217.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151 members 
Mstep: Class 3 contains 107739 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 22077 members 
Mstep: Class 8 contains 70777 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 84031 members 
Mstep: Class 13 contains 1868 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 7849 members 
Mstep: Class 17 contains 171 members 
Mstep: Class 18 contains 61039 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6877 members 
Mstep: Class 23 contains 35968 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 28. Lose 1934.212036 but Gain 2124.988281
Score: -59776072.000000 Penalty: 57374.648438
Iteration 79Q: 28 clusters Score -5.977607e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 170 members 
Mstep: Class 3 contains 107743 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 720 members 
Mstep: Class 6 contains 3314 members 
Mstep: Class 7 contains 22076 members 
Mstep: Class 8 contains 70769 members 
Mstep: Class 9 contains 13480 members 
Mstep: Class 10 contains 5885 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 84139 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 7861 members 
Mstep: Class 17 contains 331 members 
Mstep: Class 18 contains 61027 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6903 members 
Mstep: Class 23 contains 36100 members 
Mstep: Class 24 contains 658 members 
Mstep: Class 25 contains 235 members 
Mstep: Class 26 contains 3245 members 
Mstep: Class 27 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778792.000000 Penalty: 57374.648438
Iteration 80F: 28 clusters Score -5.977879e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 180 members 
Mstep: Class 3 contains 107739 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 22060 members 
Mstep: Class 8 contains 70765 members 
Mstep: Class 9 contains 13476 members 
Mstep: Class 10 contains 5922 members 
Mstep: Class 11 contains 7268 members 
Mstep: Class 12 contains 83890 members 
Mstep: Class 13 contains 1852 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17593 members 
Mstep: Class 16 contains 7798 members 
Mstep: Class 17 contains 355 members 
Mstep: Class 18 contains 61016 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6958 members 
Mstep: Class 23 contains 35882 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 3569 members 
Mstep: Class 27 contains 1778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779860.000000 Penalty: 57374.648438
Iteration 81Q: 28 clusters Score -5.977986e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 180 members 
Mstep: Class 3 contains 107741 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3317 members 
Mstep: Class 7 contains 22055 members 
Mstep: Class 8 contains 70752 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 83723 members 
Mstep: Class 13 contains 1855 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 61007 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 35715 members 
Mstep: Class 24 contains 656 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 3778 members 
Mstep: Class 27 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780220.000000 Penalty: 57374.648438
Iteration 82Q: 28 clusters Score -5.978022e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107720 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3319 members 
Mstep: Class 7 contains 22045 members 
Mstep: Class 8 contains 70732 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 5988 members 
Mstep: Class 11 contains 7346 members 
Mstep: Class 12 contains 83601 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17570 members 
Mstep: Class 16 contains 7697 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 60998 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 3709 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7042 members 
Mstep: Class 23 contains 35584 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 3943 members 
Mstep: Class 27 contains 1964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780544.000000 Penalty: 57374.648438
Iteration 83Q: 28 clusters Score -5.978054e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107699 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3319 members 
Mstep: Class 7 contains 22038 members 
Mstep: Class 8 contains 70722 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 6018 members 
Mstep: Class 11 contains 7369 members 
Mstep: Class 12 contains 83523 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 7655 members 
Mstep: Class 17 contains 366 members 
Mstep: Class 18 contains 60998 members 
Mstep: Class 19 contains 17215 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7085 members 
Mstep: Class 23 contains 35471 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 238 members 
Mstep: Class 26 contains 4096 members 
Mstep: Class 27 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780736.000000 Penalty: 57374.648438
Iteration 84Q: 28 clusters Score -5.978074e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107679 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3319 members 
Mstep: Class 7 contains 22031 members 
Mstep: Class 8 contains 70700 members 
Mstep: Class 9 contains 13471 members 
Mstep: Class 10 contains 6041 members 
Mstep: Class 11 contains 7384 members 
Mstep: Class 12 contains 83467 members 
Mstep: Class 13 contains 1857 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17514 members 
Mstep: Class 16 contains 7601 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 61001 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7132 members 
Mstep: Class 23 contains 35388 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 239 members 
Mstep: Class 26 contains 4228 members 
Mstep: Class 27 contains 2073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780764.000000 Penalty: 57374.648438
Iteration 85Q: 28 clusters Score -5.978076e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107681 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 718 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 22025 members 
Mstep: Class 8 contains 70670 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 6061 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 83402 members 
Mstep: Class 13 contains 1863 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17487 members 
Mstep: Class 16 contains 7565 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60996 members 
Mstep: Class 19 contains 17210 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 35318 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4353 members 
Mstep: Class 27 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780796.000000 Penalty: 57374.648438
Iteration 86Q: 28 clusters Score -5.97808e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107691 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 717 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 22021 members 
Mstep: Class 8 contains 70663 members 
Mstep: Class 9 contains 13480 members 
Mstep: Class 10 contains 6076 members 
Mstep: Class 11 contains 7395 members 
Mstep: Class 12 contains 83365 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17445 members 
Mstep: Class 16 contains 7530 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60982 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 3707 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7169 members 
Mstep: Class 23 contains 35275 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4458 members 
Mstep: Class 27 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780836.000000 Penalty: 57374.648438
Iteration 87Q: 28 clusters Score -5.978084e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107682 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 716 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22017 members 
Mstep: Class 8 contains 70658 members 
Mstep: Class 9 contains 13475 members 
Mstep: Class 10 contains 6089 members 
Mstep: Class 11 contains 7405 members 
Mstep: Class 12 contains 83325 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17412 members 
Mstep: Class 16 contains 7511 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60974 members 
Mstep: Class 19 contains 17214 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7180 members 
Mstep: Class 23 contains 35241 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4562 members 
Mstep: Class 27 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781024.000000 Penalty: 57374.648438
Iteration 88Q: 28 clusters Score -5.978102e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107664 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22021 members 
Mstep: Class 8 contains 70656 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 83304 members 
Mstep: Class 13 contains 1870 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17365 members 
Mstep: Class 16 contains 7501 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60962 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 3699 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7194 members 
Mstep: Class 23 contains 35222 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4651 members 
Mstep: Class 27 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780948.000000 Penalty: 57374.648438
Iteration 89Q: 28 clusters Score -5.978095e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107658 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 70653 members 
Mstep: Class 9 contains 13453 members 
Mstep: Class 10 contains 6111 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 83282 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17321 members 
Mstep: Class 16 contains 7485 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60963 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 3695 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7202 members 
Mstep: Class 23 contains 35196 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4741 members 
Mstep: Class 27 contains 2203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781028.000000 Penalty: 57374.648438
Iteration 90Q: 28 clusters Score -5.978103e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22018 members 
Mstep: Class 8 contains 70651 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 83273 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17297 members 
Mstep: Class 16 contains 7473 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60958 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 3692 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7200 members 
Mstep: Class 23 contains 35168 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4815 members 
Mstep: Class 27 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781012.000000 Penalty: 57374.648438
Iteration 91Q: 28 clusters Score -5.978101e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107659 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22019 members 
Mstep: Class 8 contains 70650 members 
Mstep: Class 9 contains 13453 members 
Mstep: Class 10 contains 6125 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 83266 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60951 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7194 members 
Mstep: Class 23 contains 35142 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4886 members 
Mstep: Class 27 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780984.000000 Penalty: 57374.648438
Iteration 92Q: 28 clusters Score -5.978098e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107658 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22016 members 
Mstep: Class 8 contains 70646 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 7415 members 
Mstep: Class 12 contains 83263 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17231 members 
Mstep: Class 16 contains 7450 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60945 members 
Mstep: Class 19 contains 17214 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7194 members 
Mstep: Class 23 contains 35134 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 4948 members 
Mstep: Class 27 contains 2227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781088.000000 Penalty: 57374.648438
Iteration 93Q: 28 clusters Score -5.978109e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107665 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22011 members 
Mstep: Class 8 contains 70641 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 10 contains 6138 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 83263 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17201 members 
Mstep: Class 16 contains 7438 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60945 members 
Mstep: Class 19 contains 17212 members 
Mstep: Class 20 contains 3688 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 35119 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5003 members 
Mstep: Class 27 contains 2233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781128.000000 Penalty: 57374.648438
Iteration 94Q: 28 clusters Score -5.978113e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22013 members 
Mstep: Class 8 contains 70641 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 83269 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17181 members 
Mstep: Class 16 contains 7428 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60942 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7201 members 
Mstep: Class 23 contains 35111 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5046 members 
Mstep: Class 27 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781112.000000 Penalty: 57374.648438
Iteration 95Q: 28 clusters Score -5.978111e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107653 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3321 members 
Mstep: Class 7 contains 22011 members 
Mstep: Class 8 contains 70635 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 6143 members 
Mstep: Class 11 contains 7419 members 
Mstep: Class 12 contains 83275 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17165 members 
Mstep: Class 16 contains 7421 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60940 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3686 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7201 members 
Mstep: Class 23 contains 35101 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781100.000000 Penalty: 57374.648438
Iteration 96Q: 28 clusters Score -5.97811e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107653 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 22000 members 
Mstep: Class 8 contains 70633 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 83290 members 
Mstep: Class 13 contains 1878 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17149 members 
Mstep: Class 16 contains 7409 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60938 members 
Mstep: Class 19 contains 17210 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 35090 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5125 members 
Mstep: Class 27 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780992.000000 Penalty: 57374.648438
Iteration 97Q: 28 clusters Score -5.978099e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107650 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21998 members 
Mstep: Class 8 contains 70632 members 
Mstep: Class 9 contains 13419 members 
Mstep: Class 10 contains 6150 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 83293 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17142 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60938 members 
Mstep: Class 19 contains 17208 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7199 members 
Mstep: Class 23 contains 35072 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5161 members 
Mstep: Class 27 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781024.000000 Penalty: 57374.648438
Iteration 98Q: 28 clusters Score -5.978102e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107655 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21993 members 
Mstep: Class 8 contains 70623 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 6154 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 83298 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17127 members 
Mstep: Class 16 contains 7393 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60938 members 
Mstep: Class 19 contains 17208 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7203 members 
Mstep: Class 23 contains 35063 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5189 members 
Mstep: Class 27 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781044.000000 Penalty: 57374.648438
Iteration 99Q: 28 clusters Score -5.978104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 179 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21990 members 
Mstep: Class 8 contains 70613 members 
Mstep: Class 9 contains 13417 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 7421 members 
Mstep: Class 12 contains 83298 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17112 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 364 members 
Mstep: Class 18 contains 60939 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7203 members 
Mstep: Class 23 contains 35063 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 240 members 
Mstep: Class 26 contains 5220 members 
Mstep: Class 27 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781028.000000 Penalty: 57374.648438
Iteration 100F: 28 clusters Score -5.978103e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 175 members 
Mstep: Class 3 contains 107661 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21991 members 
Mstep: Class 8 contains 70606 members 
Mstep: Class 9 contains 13409 members 
Mstep: Class 10 contains 6162 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 83285 members 
Mstep: Class 13 contains 1872 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17087 members 
Mstep: Class 16 contains 7392 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60941 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 3682 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7201 members 
Mstep: Class 23 contains 35055 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781188.000000 Penalty: 57374.648438
Iteration 101Q: 28 clusters Score -5.978119e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107663 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21990 members 
Mstep: Class 8 contains 70601 members 
Mstep: Class 9 contains 13402 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 7423 members 
Mstep: Class 12 contains 83285 members 
Mstep: Class 13 contains 1869 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17059 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60942 members 
Mstep: Class 19 contains 17209 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7197 members 
Mstep: Class 23 contains 35051 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 5308 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781188.000000 Penalty: 57374.648438
Iteration 102Q: 28 clusters Score -5.978119e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107666 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21989 members 
Mstep: Class 8 contains 70596 members 
Mstep: Class 9 contains 13395 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 83286 members 
Mstep: Class 13 contains 1869 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17031 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 60939 members 
Mstep: Class 19 contains 17211 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7194 members 
Mstep: Class 23 contains 35054 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 244 members 
Mstep: Class 26 contains 5343 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781272.000000 Penalty: 57374.648438
Iteration 103Q: 28 clusters Score -5.978127e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107668 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 21987 members 
Mstep: Class 8 contains 70593 members 
Mstep: Class 9 contains 13398 members 
Mstep: Class 10 contains 6170 members 
Mstep: Class 11 contains 7423 members 
Mstep: Class 12 contains 83295 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 17003 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 60933 members 
Mstep: Class 19 contains 17214 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 35048 members 
Mstep: Class 24 contains 659 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 5370 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781264.000000 Penalty: 57374.648438
Iteration 104Q: 28 clusters Score -5.978126e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107675 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21987 members 
Mstep: Class 8 contains 70591 members 
Mstep: Class 9 contains 13397 members 
Mstep: Class 10 contains 6171 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 83302 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16973 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 371 members 
Mstep: Class 18 contains 60931 members 
Mstep: Class 19 contains 17213 members 
Mstep: Class 20 contains 3685 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7178 members 
Mstep: Class 23 contains 35046 members 
Mstep: Class 24 contains 660 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 5394 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781208.000000 Penalty: 57374.648438
Iteration 105Q: 28 clusters Score -5.978121e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107677 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 21986 members 
Mstep: Class 8 contains 70591 members 
Mstep: Class 9 contains 13389 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 83305 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60929 members 
Mstep: Class 19 contains 17210 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7175 members 
Mstep: Class 23 contains 35051 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781148.000000 Penalty: 57374.648438
Iteration 106Q: 28 clusters Score -5.978115e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107676 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21980 members 
Mstep: Class 8 contains 70592 members 
Mstep: Class 9 contains 13382 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 83306 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16928 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60929 members 
Mstep: Class 19 contains 17210 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 35055 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781128.000000 Penalty: 57374.648438
Iteration 107Q: 28 clusters Score -5.978113e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107677 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21980 members 
Mstep: Class 8 contains 70588 members 
Mstep: Class 9 contains 13383 members 
Mstep: Class 10 contains 6177 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 83303 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16897 members 
Mstep: Class 16 contains 7385 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60926 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 35055 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781072.000000 Penalty: 57374.648438
Iteration 108Q: 28 clusters Score -5.978107e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107675 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21975 members 
Mstep: Class 8 contains 70594 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 6185 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 83304 members 
Mstep: Class 13 contains 1893 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16863 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60926 members 
Mstep: Class 19 contains 17205 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7171 members 
Mstep: Class 23 contains 35052 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5507 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781148.000000 Penalty: 57374.648438
Iteration 109Q: 28 clusters Score -5.978115e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107673 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21972 members 
Mstep: Class 8 contains 70596 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 83301 members 
Mstep: Class 13 contains 1899 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16824 members 
Mstep: Class 16 contains 7391 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60925 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7169 members 
Mstep: Class 23 contains 35048 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5546 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781072.000000 Penalty: 57374.648438
Iteration 110Q: 28 clusters Score -5.978107e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107671 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21971 members 
Mstep: Class 8 contains 70597 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 83299 members 
Mstep: Class 13 contains 1901 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 7394 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60924 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3686 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 35046 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5585 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781148.000000 Penalty: 57374.648438
Iteration 111Q: 28 clusters Score -5.978115e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107669 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 21972 members 
Mstep: Class 8 contains 70594 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 83309 members 
Mstep: Class 13 contains 1906 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16759 members 
Mstep: Class 16 contains 7395 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60921 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3685 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7160 members 
Mstep: Class 23 contains 35046 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5607 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781144.000000 Penalty: 57374.648438
Iteration 112Q: 28 clusters Score -5.978114e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107669 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3325 members 
Mstep: Class 7 contains 21970 members 
Mstep: Class 8 contains 70594 members 
Mstep: Class 9 contains 13382 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 83310 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16730 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60919 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 3684 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35043 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5635 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781156.000000 Penalty: 57374.648438
Iteration 113Q: 28 clusters Score -5.978116e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107672 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 21966 members 
Mstep: Class 8 contains 70587 members 
Mstep: Class 9 contains 13378 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 83312 members 
Mstep: Class 13 contains 1917 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60918 members 
Mstep: Class 19 contains 17205 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 35043 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5659 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781120.000000 Penalty: 57374.648438
Iteration 114Q: 28 clusters Score -5.978112e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107670 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 21968 members 
Mstep: Class 8 contains 70583 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 83316 members 
Mstep: Class 13 contains 1919 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16675 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60919 members 
Mstep: Class 19 contains 17206 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 35041 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5685 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781132.000000 Penalty: 57374.648438
Iteration 115Q: 28 clusters Score -5.978113e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107670 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3327 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 70576 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 6217 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 83325 members 
Mstep: Class 13 contains 1921 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16657 members 
Mstep: Class 16 contains 7382 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60918 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 35045 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5702 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781124.000000 Penalty: 57374.648438
Iteration 116Q: 28 clusters Score -5.978112e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107669 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 21964 members 
Mstep: Class 8 contains 70576 members 
Mstep: Class 9 contains 13379 members 
Mstep: Class 10 contains 6222 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 83322 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16639 members 
Mstep: Class 16 contains 7375 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60919 members 
Mstep: Class 19 contains 17207 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35052 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781204.000000 Penalty: 57374.648438
Iteration 117Q: 28 clusters Score -5.97812e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107666 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3329 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 70575 members 
Mstep: Class 9 contains 13378 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 83326 members 
Mstep: Class 13 contains 1920 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16631 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60915 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35053 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5736 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781200.000000 Penalty: 57374.648438
Iteration 118Q: 28 clusters Score -5.97812e+07 nChanged 78
Entering ConstructFrom: 
Score: -59781200.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -51433.421875 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -51433.42 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 242 members 
Entering Unmasked Estep 
Score: -50536.441406 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -50536.44 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50880.035156 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -50880.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51045.871094 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -51045.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51193.367188 Penalty: 2013.844360
	Iteration 3Q: 3 clusters Score -51193.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51246.746094 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -51246.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51270.699219 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -51270.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51287.714844 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -51287.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51303.402344 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -51303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51312.250000 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -51312.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51314.460938 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -51314.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51315.250000 Penalty: 2013.844360
	Iteration 10F: 3 clusters Score -51315.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51374.453125 Penalty: 2013.844360
	Iteration 11Q: 3 clusters Score -51374.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51378.929688 Penalty: 2013.844360
	Iteration 12Q: 3 clusters Score -51378.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51383.828125 Penalty: 2013.844360
	Iteration 13Q: 3 clusters Score -51383.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51386.410156 Penalty: 2013.844360
	Iteration 14Q: 3 clusters Score -51386.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51388.070312 Penalty: 2013.844360
	Iteration 15Q: 3 clusters Score -51388.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51388.886719 Penalty: 2013.844360
	Iteration 16Q: 3 clusters Score -51388.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51388.886719 Penalty: 2013.844360
	Iteration 17F: 3 clusters Score -51388.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -11763.711914 Penalty: 837.409912
	Iteration 0F: 2 clusters Score -11763.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11186.707031 Penalty: 1674.819824
	Iteration 0F: 3 clusters Score -11186.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11343.236328 Penalty: 1674.819824
	Iteration 1F: 3 clusters Score -11343.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -11375.557617 Penalty: 1674.819824
	Iteration 2Q: 3 clusters Score -11375.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11393.549805 Penalty: 1674.819824
	Iteration 3Q: 3 clusters Score -11393.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -11409.890625 Penalty: 1674.819824
	Iteration 4Q: 3 clusters Score -11409.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11416.027344 Penalty: 1674.819824
	Iteration 5Q: 3 clusters Score -11416.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11416.027344 Penalty: 1674.819824
	Iteration 6F: 3 clusters Score -11416.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107666 members 
Entering Unmasked Estep 
Score: -13932799.000000 Penalty: 1882.853271
	Iteration 0F: 2 clusters Score -1.39328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -13864544.000000 Penalty: 3765.706543
	Iteration 0F: 3 clusters Score -1.386454e+07 nChanged 51473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -13894994.000000 Penalty: 3765.706543
	Iteration 1F: 3 clusters Score -1.389499e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -13896035.000000 Penalty: 3765.706543
	Iteration 2Q: 3 clusters Score -1.389604e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -13897589.000000 Penalty: 3765.706543
	Iteration 3Q: 3 clusters Score -1.389759e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -13899791.000000 Penalty: 3765.706543
	Iteration 4Q: 3 clusters Score -1.389979e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -13902650.000000 Penalty: 3765.706543
	Iteration 5F: 3 clusters Score -1.390265e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -13906215.000000 Penalty: 3765.706543
	Iteration 6F: 3 clusters Score -1.390622e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -13910332.000000 Penalty: 3765.706543
	Iteration 7F: 3 clusters Score -1.391033e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 73410 members 
Entering Unmasked Estep 
Score: -13914431.000000 Penalty: 3765.706543
	Iteration 8F: 3 clusters Score -1.391443e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -13918270.000000 Penalty: 3765.706543
	Iteration 9F: 3 clusters Score -1.391827e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -13921512.000000 Penalty: 3765.706543
	Iteration 10Q: 3 clusters Score -1.392151e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 85051 members 
Entering Unmasked Estep 
Score: -13923840.000000 Penalty: 3765.706543
	Iteration 11Q: 3 clusters Score -1.392384e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -13925345.000000 Penalty: 3765.706543
	Iteration 12Q: 3 clusters Score -1.392534e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -13926352.000000 Penalty: 3765.706543
	Iteration 13Q: 3 clusters Score -1.392635e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 91903 members 
Entering Unmasked Estep 
Score: -13927097.000000 Penalty: 3765.706543
	Iteration 14Q: 3 clusters Score -1.39271e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -13927785.000000 Penalty: 3765.706543
	Iteration 15Q: 3 clusters Score -1.392778e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -13928336.000000 Penalty: 3765.706543
	Iteration 16Q: 3 clusters Score -1.392834e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -13928827.000000 Penalty: 3765.706543
	Iteration 17Q: 3 clusters Score -1.392883e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -13929236.000000 Penalty: 3765.706543
	Iteration 18Q: 3 clusters Score -1.392924e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 99280 members 
Entering Unmasked Estep 
Score: -13929649.000000 Penalty: 3765.706543
	Iteration 19Q: 3 clusters Score -1.392965e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 100317 members 
Entering Unmasked Estep 
Score: -13930004.000000 Penalty: 3765.706543
	Iteration 20F: 3 clusters Score -1.393e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -13930289.000000 Penalty: 3765.706543
	Iteration 21Q: 3 clusters Score -1.393029e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -13930414.000000 Penalty: 3765.706543
	Iteration 22Q: 3 clusters Score -1.393041e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 102681 members 
Entering Unmasked Estep 
Score: -13930576.000000 Penalty: 3765.706543
	Iteration 23Q: 3 clusters Score -1.393058e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 103248 members 
Entering Unmasked Estep 
Score: -13930716.000000 Penalty: 3765.706543
	Iteration 24Q: 3 clusters Score -1.393072e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -13930803.000000 Penalty: 3765.706543
	Iteration 25Q: 3 clusters Score -1.39308e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -13930813.000000 Penalty: 3765.706543
	Iteration 26Q: 3 clusters Score -1.393081e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 104401 members 
Entering Unmasked Estep 
Score: -13930920.000000 Penalty: 3765.706543
	Iteration 27Q: 3 clusters Score -1.393092e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -13930992.000000 Penalty: 3765.706543
	Iteration 28Q: 3 clusters Score -1.393099e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 104882 members 
Entering Unmasked Estep 
Score: -13931059.000000 Penalty: 3765.706543
	Iteration 29Q: 3 clusters Score -1.393106e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -13931125.000000 Penalty: 3765.706543
	Iteration 30Q: 3 clusters Score -1.393112e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 105218 members 
Entering Unmasked Estep 
Score: -13931181.000000 Penalty: 3765.706543
	Iteration 31Q: 3 clusters Score -1.393118e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 105348 members 
Entering Unmasked Estep 
Score: -13931195.000000 Penalty: 3765.706543
	Iteration 32Q: 3 clusters Score -1.39312e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 105442 members 
Entering Unmasked Estep 
Score: -13931218.000000 Penalty: 3765.706543
	Iteration 33Q: 3 clusters Score -1.393122e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 105535 members 
Entering Unmasked Estep 
Score: -13931246.000000 Penalty: 3765.706543
	Iteration 34Q: 3 clusters Score -1.393125e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 105628 members 
Entering Unmasked Estep 
Score: -13931244.000000 Penalty: 3765.706543
	Iteration 35Q: 3 clusters Score -1.393124e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -13931272.000000 Penalty: 3765.706543
	Iteration 36Q: 3 clusters Score -1.393127e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 105771 members 
Entering Unmasked Estep 
Score: -13931290.000000 Penalty: 3765.706543
	Iteration 37Q: 3 clusters Score -1.393129e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 105819 members 
Entering Unmasked Estep 
Score: -13931323.000000 Penalty: 3765.706543
	Iteration 38Q: 3 clusters Score -1.393132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -13931335.000000 Penalty: 3765.706543
	Iteration 39Q: 3 clusters Score -1.393134e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -13931339.000000 Penalty: 3765.706543
	Iteration 40F: 3 clusters Score -1.393134e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 105958 members 
Entering Unmasked Estep 
Score: -13931343.000000 Penalty: 3765.706543
	Iteration 41Q: 3 clusters Score -1.393134e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 105993 members 
Entering Unmasked Estep 
Score: -13931354.000000 Penalty: 3765.706543
	Iteration 42Q: 3 clusters Score -1.393135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -13931364.000000 Penalty: 3765.706543
	Iteration 43Q: 3 clusters Score -1.393136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 106058 members 
Entering Unmasked Estep 
Score: -13931391.000000 Penalty: 3765.706543
	Iteration 44Q: 3 clusters Score -1.393139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 106080 members 
Entering Unmasked Estep 
Score: -13931405.000000 Penalty: 3765.706543
	Iteration 45Q: 3 clusters Score -1.39314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -13931410.000000 Penalty: 3765.706543
	Iteration 46Q: 3 clusters Score -1.393141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 106116 members 
Entering Unmasked Estep 
Score: -13931416.000000 Penalty: 3765.706543
	Iteration 47Q: 3 clusters Score -1.393142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -13931405.000000 Penalty: 3765.706543
	Iteration 48Q: 3 clusters Score -1.39314e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 106139 members 
Entering Unmasked Estep 
Score: -13931409.000000 Penalty: 3765.706543
	Iteration 49Q: 3 clusters Score -1.393141e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -13931408.000000 Penalty: 3765.706543
	Iteration 50Q: 3 clusters Score -1.393141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 106162 members 
Entering Unmasked Estep 
Score: -13931406.000000 Penalty: 3765.706543
	Iteration 51Q: 3 clusters Score -1.393141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 106164 members 
Entering Unmasked Estep 
Score: -13931409.000000 Penalty: 3765.706543
	Iteration 52Q: 3 clusters Score -1.393141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -13931411.000000 Penalty: 3765.706543
	Iteration 53Q: 3 clusters Score -1.393141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 106172 members 
Entering Unmasked Estep 
Score: -13931421.000000 Penalty: 3765.706543
	Iteration 54Q: 3 clusters Score -1.393142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 106175 members 
Entering Unmasked Estep 
Score: -13931416.000000 Penalty: 3765.706543
	Iteration 55Q: 3 clusters Score -1.393142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 106180 members 
Entering Unmasked Estep 
Score: -13931405.000000 Penalty: 3765.706543
	Iteration 56Q: 3 clusters Score -1.39314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 106178 members 
Entering Unmasked Estep 
Score: -13931411.000000 Penalty: 3765.706543
	Iteration 57Q: 3 clusters Score -1.393141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -13931418.000000 Penalty: 3765.706543
	Iteration 58Q: 3 clusters Score -1.393142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -13931407.000000 Penalty: 3765.706543
	Iteration 59Q: 3 clusters Score -1.393141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -13931407.000000 Penalty: 3765.706543
	Iteration 60F: 3 clusters Score -1.393141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -13931413.000000 Penalty: 3765.706543
	Iteration 61Q: 3 clusters Score -1.393141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -13931416.000000 Penalty: 3765.706543
	Iteration 62Q: 3 clusters Score -1.393142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 106184 members 
Entering Unmasked Estep 
Score: -13931416.000000 Penalty: 3765.706543
	Iteration 63F: 3 clusters Score -1.393142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -304348.062500 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -304348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -301894.281250 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -301894.3 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -302612.187500 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -302612.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -302908.968750 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -302909 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -303128.968750 Penalty: 2552.169189
	Iteration 3F: 3 clusters Score -303129 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -303284.000000 Penalty: 2552.169189
	Iteration 4F: 3 clusters Score -303284 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -303401.906250 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -303401.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303502.906250 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -303502.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303583.687500 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -303583.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -303640.125000 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -303640.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -303687.843750 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -303687.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303713.843750 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -303713.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -303728.312500 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -303728.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303740.093750 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -303740.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -303749.406250 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -303749.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303754.437500 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -303754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303756.250000 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -303756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -303756.312500 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -303756.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303756.875000 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -303756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303757.156250 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -303757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303757.156250 Penalty: 2552.169189
	Iteration 19F: 3 clusters Score -303757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -88944.195312 Penalty: 1067.768433
	Iteration 0F: 2 clusters Score -88944.2 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 363 members 
Entering Unmasked Estep 
Score: -87741.640625 Penalty: 2135.536865
	Iteration 0F: 3 clusters Score -87741.64 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87942.460938 Penalty: 2135.536865
	Iteration 1F: 3 clusters Score -87942.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88011.914062 Penalty: 2135.536865
	Iteration 2F: 3 clusters Score -88011.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88046.867188 Penalty: 2135.536865
	Iteration 3Q: 3 clusters Score -88046.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88072.437500 Penalty: 2135.536865
	Iteration 4Q: 3 clusters Score -88072.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88093.531250 Penalty: 2135.536865
	Iteration 5Q: 3 clusters Score -88093.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88114.914062 Penalty: 2135.536865
	Iteration 6Q: 3 clusters Score -88114.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88132.687500 Penalty: 2135.536865
	Iteration 7Q: 3 clusters Score -88132.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88154.007812 Penalty: 2135.536865
	Iteration 8Q: 3 clusters Score -88154.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -88172.507812 Penalty: 2135.536865
	Iteration 9Q: 3 clusters Score -88172.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88178.515625 Penalty: 2135.536865
	Iteration 10Q: 3 clusters Score -88178.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -88178.515625 Penalty: 2135.536865
	Iteration 11F: 3 clusters Score -88178.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -396375.281250 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -396375.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -393405.937500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -393405.9 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -394204.656250 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -394204.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -394416.281250 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -394416.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -394593.468750 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -394593.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -394760.500000 Penalty: 2635.986328
	Iteration 4F: 3 clusters Score -394760.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -394909.906250 Penalty: 2635.986328
	Iteration 5F: 3 clusters Score -394909.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -395042.343750 Penalty: 2635.986328
	Iteration 6F: 3 clusters Score -395042.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -395137.593750 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -395137.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -395218.906250 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -395218.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -395271.312500 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -395271.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -395307.468750 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -395307.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -395331.375000 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -395331.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -395345.625000 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -395345.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -395356.531250 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -395356.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -395361.281250 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -395361.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -395366.625000 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -395366.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -395372.281250 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -395372.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -395376.312500 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -395376.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -395379.437500 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -395379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -395381.187500 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -395381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -395382.906250 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -395382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -395383.750000 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -395383.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -395384.625000 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -395384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -395384.875000 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -395384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -395385.250000 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -395385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -395385.250000 Penalty: 2635.986328
	Iteration 25F: 3 clusters Score -395385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Entering Unmasked Estep 
Score: -2709997.750000 Penalty: 1624.538452
	Iteration 0F: 2 clusters Score -2709998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2694973.250000 Penalty: 3249.076904
	Iteration 0F: 3 clusters Score -2694973 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2700598.750000 Penalty: 3249.076904
	Iteration 1F: 3 clusters Score -2700599 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2700969.750000 Penalty: 3249.076904
	Iteration 2Q: 3 clusters Score -2700970 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2701305.500000 Penalty: 3249.076904
	Iteration 3Q: 3 clusters Score -2701306 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2701620.750000 Penalty: 3249.076904
	Iteration 4Q: 3 clusters Score -2701621 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2701995.500000 Penalty: 3249.076904
	Iteration 5Q: 3 clusters Score -2701996 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2702471.750000 Penalty: 3249.076904
	Iteration 6Q: 3 clusters Score -2702472 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2703104.000000 Penalty: 3249.076904
	Iteration 7Q: 3 clusters Score -2703104 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2703902.500000 Penalty: 3249.076904
	Iteration 8F: 3 clusters Score -2703902 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2704869.750000 Penalty: 3249.076904
	Iteration 9F: 3 clusters Score -2704870 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2705802.000000 Penalty: 3249.076904
	Iteration 10F: 3 clusters Score -2705802 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2706606.000000 Penalty: 3249.076904
	Iteration 11Q: 3 clusters Score -2706606 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2707189.750000 Penalty: 3249.076904
	Iteration 12Q: 3 clusters Score -2707190 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2707620.500000 Penalty: 3249.076904
	Iteration 13Q: 3 clusters Score -2707620 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2707919.000000 Penalty: 3249.076904
	Iteration 14Q: 3 clusters Score -2707919 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2708139.250000 Penalty: 3249.076904
	Iteration 15Q: 3 clusters Score -2708139 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2708292.000000 Penalty: 3249.076904
	Iteration 16Q: 3 clusters Score -2708292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2708394.250000 Penalty: 3249.076904
	Iteration 17Q: 3 clusters Score -2708394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2708465.250000 Penalty: 3249.076904
	Iteration 18Q: 3 clusters Score -2708465 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -2708514.500000 Penalty: 3249.076904
	Iteration 19Q: 3 clusters Score -2708514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2708551.000000 Penalty: 3249.076904
	Iteration 20F: 3 clusters Score -2708551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2708568.500000 Penalty: 3249.076904
	Iteration 21Q: 3 clusters Score -2708568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2708579.250000 Penalty: 3249.076904
	Iteration 22Q: 3 clusters Score -2708579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2708593.000000 Penalty: 3249.076904
	Iteration 23Q: 3 clusters Score -2708593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2708603.250000 Penalty: 3249.076904
	Iteration 24Q: 3 clusters Score -2708603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2708610.750000 Penalty: 3249.076904
	Iteration 25Q: 3 clusters Score -2708611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2708616.500000 Penalty: 3249.076904
	Iteration 26Q: 3 clusters Score -2708616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2708622.250000 Penalty: 3249.076904
	Iteration 27Q: 3 clusters Score -2708622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2708622.000000 Penalty: 3249.076904
	Iteration 28Q: 3 clusters Score -2708622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2708625.500000 Penalty: 3249.076904
	Iteration 29Q: 3 clusters Score -2708626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2708627.500000 Penalty: 3249.076904
	Iteration 30Q: 3 clusters Score -2708628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2708625.500000 Penalty: 3249.076904
	Iteration 31Q: 3 clusters Score -2708626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2708628.000000 Penalty: 3249.076904
	Iteration 32Q: 3 clusters Score -2708628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2708629.500000 Penalty: 3249.076904
	Iteration 33Q: 3 clusters Score -2708630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2708629.500000 Penalty: 3249.076904
	Iteration 34F: 3 clusters Score -2708630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Entering Unmasked Estep 
Score: -9102261.000000 Penalty: 1814.220093
	Iteration 0F: 2 clusters Score -9102261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -9055001.000000 Penalty: 3628.440186
	Iteration 0F: 3 clusters Score -9055001 nChanged 33455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -9074703.000000 Penalty: 3628.440186
	Iteration 1F: 3 clusters Score -9074703 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -9075639.000000 Penalty: 3628.440186
	Iteration 2Q: 3 clusters Score -9075639 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -9076717.000000 Penalty: 3628.440186
	Iteration 3Q: 3 clusters Score -9076717 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -9078152.000000 Penalty: 3628.440186
	Iteration 4Q: 3 clusters Score -9078152 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -9079956.000000 Penalty: 3628.440186
	Iteration 5F: 3 clusters Score -9079956 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -9082103.000000 Penalty: 3628.440186
	Iteration 6F: 3 clusters Score -9082103 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -9084308.000000 Penalty: 3628.440186
	Iteration 7F: 3 clusters Score -9084308 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -9086891.000000 Penalty: 3628.440186
	Iteration 8F: 3 clusters Score -9086891 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -9089582.000000 Penalty: 3628.440186
	Iteration 9F: 3 clusters Score -9089582 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -9092080.000000 Penalty: 3628.440186
	Iteration 10Q: 3 clusters Score -9092080 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9093663.000000 Penalty: 3628.440186
	Iteration 11Q: 3 clusters Score -9093663 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -9094602.000000 Penalty: 3628.440186
	Iteration 12Q: 3 clusters Score -9094602 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -9095208.000000 Penalty: 3628.440186
	Iteration 13Q: 3 clusters Score -9095208 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -9095791.000000 Penalty: 3628.440186
	Iteration 14Q: 3 clusters Score -9095791 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -9096378.000000 Penalty: 3628.440186
	Iteration 15Q: 3 clusters Score -9096378 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -9097050.000000 Penalty: 3628.440186
	Iteration 16Q: 3 clusters Score -9097050 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -9097805.000000 Penalty: 3628.440186
	Iteration 17Q: 3 clusters Score -9097805 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -9098642.000000 Penalty: 3628.440186
	Iteration 18Q: 3 clusters Score -9098642 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -9099327.000000 Penalty: 3628.440186
	Iteration 19Q: 3 clusters Score -9099327 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -9099774.000000 Penalty: 3628.440186
	Iteration 20F: 3 clusters Score -9099774 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -9100091.000000 Penalty: 3628.440186
	Iteration 21Q: 3 clusters Score -9100091 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -9100199.000000 Penalty: 3628.440186
	Iteration 22Q: 3 clusters Score -9100199 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -9100311.000000 Penalty: 3628.440186
	Iteration 23Q: 3 clusters Score -9100311 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 62800 members 
Entering Unmasked Estep 
Score: -9100362.000000 Penalty: 3628.440186
	Iteration 24Q: 3 clusters Score -9100362 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -9100391.000000 Penalty: 3628.440186
	Iteration 25Q: 3 clusters Score -9100391 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -9100430.000000 Penalty: 3628.440186
	Iteration 26Q: 3 clusters Score -9100430 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -9100455.000000 Penalty: 3628.440186
	Iteration 27Q: 3 clusters Score -9100455 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -9100486.000000 Penalty: 3628.440186
	Iteration 28Q: 3 clusters Score -9100486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -9100462.000000 Penalty: 3628.440186
	Iteration 29Q: 3 clusters Score -9100462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 63679 members 
Entering Unmasked Estep 
Score: -9100485.000000 Penalty: 3628.440186
	Iteration 30Q: 3 clusters Score -9100485 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -9100495.000000 Penalty: 3628.440186
	Iteration 31Q: 3 clusters Score -9100495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -9100495.000000 Penalty: 3628.440186
	Iteration 32Q: 3 clusters Score -9100495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -9100493.000000 Penalty: 3628.440186
	Iteration 33Q: 3 clusters Score -9100493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 64002 members 
Entering Unmasked Estep 
Score: -9100511.000000 Penalty: 3628.440186
	Iteration 34Q: 3 clusters Score -9100511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
Score: -9100531.000000 Penalty: 3628.440186
	Iteration 35Q: 3 clusters Score -9100531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -9100525.000000 Penalty: 3628.440186
	Iteration 36Q: 3 clusters Score -9100525 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -9100529.000000 Penalty: 3628.440186
	Iteration 37Q: 3 clusters Score -9100529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -9100533.000000 Penalty: 3628.440186
	Iteration 38Q: 3 clusters Score -9100533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -9100547.000000 Penalty: 3628.440186
	Iteration 39Q: 3 clusters Score -9100547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -9100540.000000 Penalty: 3628.440186
	Iteration 40F: 3 clusters Score -9100540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -9100550.000000 Penalty: 3628.440186
	Iteration 41Q: 3 clusters Score -9100550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 64431 members 
Entering Unmasked Estep 
Score: -9100545.000000 Penalty: 3628.440186
	Iteration 42Q: 3 clusters Score -9100545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 64462 members 
Entering Unmasked Estep 
Score: -9100544.000000 Penalty: 3628.440186
	Iteration 43Q: 3 clusters Score -9100544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -9100542.000000 Penalty: 3628.440186
	Iteration 44Q: 3 clusters Score -9100542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -9100550.000000 Penalty: 3628.440186
	Iteration 45Q: 3 clusters Score -9100550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -9100552.000000 Penalty: 3628.440186
	Iteration 46Q: 3 clusters Score -9100552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -9100547.000000 Penalty: 3628.440186
	Iteration 47Q: 3 clusters Score -9100547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -9100548.000000 Penalty: 3628.440186
	Iteration 48Q: 3 clusters Score -9100548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -9100549.000000 Penalty: 3628.440186
	Iteration 49Q: 3 clusters Score -9100549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -9100553.000000 Penalty: 3628.440186
	Iteration 50Q: 3 clusters Score -9100553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -9100571.000000 Penalty: 3628.440186
	Iteration 51Q: 3 clusters Score -9100571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -9100576.000000 Penalty: 3628.440186
	Iteration 52Q: 3 clusters Score -9100576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -9100581.000000 Penalty: 3628.440186
	Iteration 53Q: 3 clusters Score -9100581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -9100578.000000 Penalty: 3628.440186
	Iteration 54Q: 3 clusters Score -9100578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -9100577.000000 Penalty: 3628.440186
	Iteration 55Q: 3 clusters Score -9100577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -9100574.000000 Penalty: 3628.440186
	Iteration 56Q: 3 clusters Score -9100574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -9100568.000000 Penalty: 3628.440186
	Iteration 57Q: 3 clusters Score -9100568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -9100575.000000 Penalty: 3628.440186
	Iteration 58Q: 3 clusters Score -9100575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -9100584.000000 Penalty: 3628.440186
	Iteration 59Q: 3 clusters Score -9100584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -9100595.000000 Penalty: 3628.440186
	Iteration 60F: 3 clusters Score -9100595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -9100586.000000 Penalty: 3628.440186
	Iteration 61Q: 3 clusters Score -9100586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -9100592.000000 Penalty: 3628.440186
	Iteration 62Q: 3 clusters Score -9100592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -9100583.000000 Penalty: 3628.440186
	Iteration 63Q: 3 clusters Score -9100583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -9100585.000000 Penalty: 3628.440186
	Iteration 64Q: 3 clusters Score -9100585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -9100584.000000 Penalty: 3628.440186
	Iteration 65Q: 3 clusters Score -9100584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -9100589.000000 Penalty: 3628.440186
	Iteration 66Q: 3 clusters Score -9100589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -9100567.000000 Penalty: 3628.440186
	Iteration 67Q: 3 clusters Score -9100567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -9100576.000000 Penalty: 3628.440186
	Iteration 68Q: 3 clusters Score -9100576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -9100582.000000 Penalty: 3628.440186
	Iteration 69Q: 3 clusters Score -9100582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -9100593.000000 Penalty: 3628.440186
	Iteration 70Q: 3 clusters Score -9100593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -9100568.000000 Penalty: 3628.440186
	Iteration 71Q: 3 clusters Score -9100568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -9100567.000000 Penalty: 3628.440186
	Iteration 72Q: 3 clusters Score -9100567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -9100572.000000 Penalty: 3628.440186
	Iteration 73Q: 3 clusters Score -9100572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -9100573.000000 Penalty: 3628.440186
	Iteration 74Q: 3 clusters Score -9100573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -9100574.000000 Penalty: 3628.440186
	Iteration 75Q: 3 clusters Score -9100574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -9100561.000000 Penalty: 3628.440186
	Iteration 76Q: 3 clusters Score -9100561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -9100561.000000 Penalty: 3628.440186
	Iteration 77Q: 3 clusters Score -9100561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -9100565.000000 Penalty: 3628.440186
	Iteration 78Q: 3 clusters Score -9100565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -9100566.000000 Penalty: 3628.440186
	Iteration 79Q: 3 clusters Score -9100566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 65243 members 
Entering Unmasked Estep 
Score: -9100575.000000 Penalty: 3628.440186
	Iteration 80F: 3 clusters Score -9100575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9100583.000000 Penalty: 3628.440186
	Iteration 81Q: 3 clusters Score -9100583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 65274 members 
Entering Unmasked Estep 
Score: -9100582.000000 Penalty: 3628.440186
	Iteration 82Q: 3 clusters Score -9100582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -9100583.000000 Penalty: 3628.440186
	Iteration 83Q: 3 clusters Score -9100583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 65299 members 
Entering Unmasked Estep 
Score: -9100582.000000 Penalty: 3628.440186
	Iteration 84Q: 3 clusters Score -9100582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -9100579.000000 Penalty: 3628.440186
	Iteration 85Q: 3 clusters Score -9100579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -9100585.000000 Penalty: 3628.440186
	Iteration 86Q: 3 clusters Score -9100585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -9100583.000000 Penalty: 3628.440186
	Iteration 87Q: 3 clusters Score -9100583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -9100576.000000 Penalty: 3628.440186
	Iteration 88Q: 3 clusters Score -9100576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -9100570.000000 Penalty: 3628.440186
	Iteration 89Q: 3 clusters Score -9100570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -9100573.000000 Penalty: 3628.440186
	Iteration 90Q: 3 clusters Score -9100573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -9100571.000000 Penalty: 3628.440186
	Iteration 91Q: 3 clusters Score -9100571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -9100571.000000 Penalty: 3628.440186
	Iteration 92Q: 3 clusters Score -9100571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -9100566.000000 Penalty: 3628.440186
	Iteration 93Q: 3 clusters Score -9100566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -9100565.000000 Penalty: 3628.440186
	Iteration 94Q: 3 clusters Score -9100565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -9100562.000000 Penalty: 3628.440186
	Iteration 95Q: 3 clusters Score -9100562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -9100565.000000 Penalty: 3628.440186
	Iteration 96Q: 3 clusters Score -9100565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 65418 members 
Entering Unmasked Estep 
Score: -9100566.000000 Penalty: 3628.440186
	Iteration 97Q: 3 clusters Score -9100566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -9100574.000000 Penalty: 3628.440186
	Iteration 98Q: 3 clusters Score -9100574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -9100564.000000 Penalty: 3628.440186
	Iteration 99Q: 3 clusters Score -9100564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 65439 members 
Entering Unmasked Estep 
Score: -9100568.000000 Penalty: 3628.440186
	Iteration 100F: 3 clusters Score -9100568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -9100575.000000 Penalty: 3628.440186
	Iteration 101Q: 3 clusters Score -9100575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 65455 members 
Entering Unmasked Estep 
Score: -9100576.000000 Penalty: 3628.440186
	Iteration 102Q: 3 clusters Score -9100576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -9100580.000000 Penalty: 3628.440186
	Iteration 103Q: 3 clusters Score -9100580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -9100571.000000 Penalty: 3628.440186
	Iteration 104Q: 3 clusters Score -9100571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -9100575.000000 Penalty: 3628.440186
	Iteration 105Q: 3 clusters Score -9100575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -9100573.000000 Penalty: 3628.440186
	Iteration 106Q: 3 clusters Score -9100573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -9100578.000000 Penalty: 3628.440186
	Iteration 107Q: 3 clusters Score -9100578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -9100573.000000 Penalty: 3628.440186
	Iteration 108Q: 3 clusters Score -9100573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -9100569.000000 Penalty: 3628.440186
	Iteration 109Q: 3 clusters Score -9100569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -9100573.000000 Penalty: 3628.440186
	Iteration 110Q: 3 clusters Score -9100573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 65501 members 
Entering Unmasked Estep 
Score: -9100579.000000 Penalty: 3628.440186
	Iteration 111Q: 3 clusters Score -9100579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -9100590.000000 Penalty: 3628.440186
	Iteration 112Q: 3 clusters Score -9100590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 65507 members 
Entering Unmasked Estep 
Score: -9100589.000000 Penalty: 3628.440186
	Iteration 113Q: 3 clusters Score -9100589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 65510 members 
Entering Unmasked Estep 
Score: -9100587.000000 Penalty: 3628.440186
	Iteration 114Q: 3 clusters Score -9100587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9100586.000000 Penalty: 3628.440186
	Iteration 115Q: 3 clusters Score -9100586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -9100586.000000 Penalty: 3628.440186
	Iteration 116F: 3 clusters Score -9100586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1684381.500000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1684382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1675048.750000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1675049 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1678309.000000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1678309 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1678756.750000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1678757 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1679289.750000 Penalty: 3087.968750
	Iteration 3F: 3 clusters Score -1679290 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1679845.750000 Penalty: 3087.968750
	Iteration 4F: 3 clusters Score -1679846 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1680278.000000 Penalty: 3087.968750
	Iteration 5F: 3 clusters Score -1680278 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1680594.500000 Penalty: 3087.968750
	Iteration 6Q: 3 clusters Score -1680594 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1680874.750000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1680875 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1681132.375000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1681132 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1681377.250000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1681377 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1681688.875000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1681689 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1682032.125000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1682032 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1682319.125000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1682319 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1682593.000000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1682593 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1682804.625000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1682805 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1682947.000000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1682947 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1683070.000000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1683070 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1683173.750000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1683174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1683256.500000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1683256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1683333.250000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1683333 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1683393.625000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1683394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1683450.500000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1683450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1683507.125000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1683507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1683550.875000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1683551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1683574.500000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1683574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1683601.500000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1683602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1683627.750000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1683628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1683649.875000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1683650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1683667.500000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1683668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1683689.750000 Penalty: 3087.968750
	Iteration 29Q: 3 clusters Score -1683690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1683702.375000 Penalty: 3087.968750
	Iteration 30Q: 3 clusters Score -1683702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1683720.750000 Penalty: 3087.968750
	Iteration 31Q: 3 clusters Score -1683721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -1683723.250000 Penalty: 3087.968750
	Iteration 32Q: 3 clusters Score -1683723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1683731.750000 Penalty: 3087.968750
	Iteration 33Q: 3 clusters Score -1683732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1683733.000000 Penalty: 3087.968750
	Iteration 34Q: 3 clusters Score -1683733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1683742.375000 Penalty: 3087.968750
	Iteration 35Q: 3 clusters Score -1683742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1683747.875000 Penalty: 3087.968750
	Iteration 36Q: 3 clusters Score -1683748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1683748.625000 Penalty: 3087.968750
	Iteration 37Q: 3 clusters Score -1683749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1683748.125000 Penalty: 3087.968750
	Iteration 38Q: 3 clusters Score -1683748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1683752.125000 Penalty: 3087.968750
	Iteration 39Q: 3 clusters Score -1683752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1683753.125000 Penalty: 3087.968750
	Iteration 40F: 3 clusters Score -1683753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1683752.125000 Penalty: 3087.968750
	Iteration 41Q: 3 clusters Score -1683752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1683752.375000 Penalty: 3087.968750
	Iteration 42Q: 3 clusters Score -1683752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1683754.375000 Penalty: 3087.968750
	Iteration 43Q: 3 clusters Score -1683754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1683756.250000 Penalty: 3087.968750
	Iteration 44Q: 3 clusters Score -1683756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1683758.875000 Penalty: 3087.968750
	Iteration 45Q: 3 clusters Score -1683759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1683758.875000 Penalty: 3087.968750
	Iteration 46F: 3 clusters Score -1683759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -784740.062500 Penalty: 1419.809937
	Iteration 0F: 2 clusters Score -784740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -779960.562500 Penalty: 2839.619873
	Iteration 0F: 3 clusters Score -779960.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -781293.375000 Penalty: 2839.619873
	Iteration 1F: 3 clusters Score -781293.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -781456.750000 Penalty: 2839.619873
	Iteration 2F: 3 clusters Score -781456.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -781553.375000 Penalty: 2839.619873
	Iteration 3Q: 3 clusters Score -781553.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -781620.937500 Penalty: 2839.619873
	Iteration 4Q: 3 clusters Score -781620.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -781680.750000 Penalty: 2839.619873
	Iteration 5Q: 3 clusters Score -781680.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -781736.000000 Penalty: 2839.619873
	Iteration 6Q: 3 clusters Score -781736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -781810.437500 Penalty: 2839.619873
	Iteration 7Q: 3 clusters Score -781810.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -781894.000000 Penalty: 2839.619873
	Iteration 8Q: 3 clusters Score -781894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -781970.625000 Penalty: 2839.619873
	Iteration 9Q: 3 clusters Score -781970.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -782059.312500 Penalty: 2839.619873
	Iteration 10Q: 3 clusters Score -782059.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -782167.187500 Penalty: 2839.619873
	Iteration 11Q: 3 clusters Score -782167.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -782309.812500 Penalty: 2839.619873
	Iteration 12Q: 3 clusters Score -782309.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -782481.937500 Penalty: 2839.619873
	Iteration 13Q: 3 clusters Score -782481.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -782678.625000 Penalty: 2839.619873
	Iteration 14Q: 3 clusters Score -782678.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -782841.062500 Penalty: 2839.619873
	Iteration 15Q: 3 clusters Score -782841.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -782985.500000 Penalty: 2839.619873
	Iteration 16Q: 3 clusters Score -782985.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -783116.250000 Penalty: 2839.619873
	Iteration 17Q: 3 clusters Score -783116.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -783209.375000 Penalty: 2839.619873
	Iteration 18Q: 3 clusters Score -783209.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -783283.750000 Penalty: 2839.619873
	Iteration 19Q: 3 clusters Score -783283.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -783345.000000 Penalty: 2839.619873
	Iteration 20F: 3 clusters Score -783345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -783405.687500 Penalty: 2839.619873
	Iteration 21Q: 3 clusters Score -783405.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -783439.500000 Penalty: 2839.619873
	Iteration 22Q: 3 clusters Score -783439.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -783470.125000 Penalty: 2839.619873
	Iteration 23Q: 3 clusters Score -783470.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -783505.375000 Penalty: 2839.619873
	Iteration 24Q: 3 clusters Score -783505.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -783527.875000 Penalty: 2839.619873
	Iteration 25Q: 3 clusters Score -783527.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -783547.437500 Penalty: 2839.619873
	Iteration 26Q: 3 clusters Score -783547.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -783566.500000 Penalty: 2839.619873
	Iteration 27Q: 3 clusters Score -783566.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -783577.812500 Penalty: 2839.619873
	Iteration 28Q: 3 clusters Score -783577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -783581.437500 Penalty: 2839.619873
	Iteration 29Q: 3 clusters Score -783581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -783585.500000 Penalty: 2839.619873
	Iteration 30Q: 3 clusters Score -783585.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -783592.187500 Penalty: 2839.619873
	Iteration 31Q: 3 clusters Score -783592.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -783598.625000 Penalty: 2839.619873
	Iteration 32Q: 3 clusters Score -783598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -783604.937500 Penalty: 2839.619873
	Iteration 33Q: 3 clusters Score -783604.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -783610.875000 Penalty: 2839.619873
	Iteration 34Q: 3 clusters Score -783610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -783612.812500 Penalty: 2839.619873
	Iteration 35Q: 3 clusters Score -783612.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -783612.812500 Penalty: 2839.619873
	Iteration 36F: 3 clusters Score -783612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Entering Unmasked Estep 
Score: -931795.562500 Penalty: 1448.342529
	Iteration 0F: 2 clusters Score -931795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -926244.437500 Penalty: 2896.685059
	Iteration 0F: 3 clusters Score -926244.4 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -927997.250000 Penalty: 2896.685059
	Iteration 1F: 3 clusters Score -927997.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -928251.312500 Penalty: 2896.685059
	Iteration 2F: 3 clusters Score -928251.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -928450.812500 Penalty: 2896.685059
	Iteration 3F: 3 clusters Score -928450.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -928627.187500 Penalty: 2896.685059
	Iteration 4Q: 3 clusters Score -928627.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -928829.500000 Penalty: 2896.685059
	Iteration 5Q: 3 clusters Score -928829.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -929063.875000 Penalty: 2896.685059
	Iteration 6F: 3 clusters Score -929063.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -929272.750000 Penalty: 2896.685059
	Iteration 7Q: 3 clusters Score -929272.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -929508.000000 Penalty: 2896.685059
	Iteration 8Q: 3 clusters Score -929508 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -929739.062500 Penalty: 2896.685059
	Iteration 9Q: 3 clusters Score -929739.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -929952.750000 Penalty: 2896.685059
	Iteration 10Q: 3 clusters Score -929952.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -930125.437500 Penalty: 2896.685059
	Iteration 11Q: 3 clusters Score -930125.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -930299.875000 Penalty: 2896.685059
	Iteration 12Q: 3 clusters Score -930299.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -930452.250000 Penalty: 2896.685059
	Iteration 13Q: 3 clusters Score -930452.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -930549.312500 Penalty: 2896.685059
	Iteration 14Q: 3 clusters Score -930549.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -930620.375000 Penalty: 2896.685059
	Iteration 15Q: 3 clusters Score -930620.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -930669.000000 Penalty: 2896.685059
	Iteration 16Q: 3 clusters Score -930669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -930707.062500 Penalty: 2896.685059
	Iteration 17Q: 3 clusters Score -930707.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -930733.062500 Penalty: 2896.685059
	Iteration 18Q: 3 clusters Score -930733.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -930763.187500 Penalty: 2896.685059
	Iteration 19Q: 3 clusters Score -930763.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -930781.375000 Penalty: 2896.685059
	Iteration 20F: 3 clusters Score -930781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -930784.750000 Penalty: 2896.685059
	Iteration 21Q: 3 clusters Score -930784.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -930791.812500 Penalty: 2896.685059
	Iteration 22Q: 3 clusters Score -930791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -930795.250000 Penalty: 2896.685059
	Iteration 23Q: 3 clusters Score -930795.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -930800.375000 Penalty: 2896.685059
	Iteration 24Q: 3 clusters Score -930800.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -930805.812500 Penalty: 2896.685059
	Iteration 25Q: 3 clusters Score -930805.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -930809.562500 Penalty: 2896.685059
	Iteration 26Q: 3 clusters Score -930809.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -930811.125000 Penalty: 2896.685059
	Iteration 27Q: 3 clusters Score -930811.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -930812.062500 Penalty: 2896.685059
	Iteration 28Q: 3 clusters Score -930812.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -930817.687500 Penalty: 2896.685059
	Iteration 29Q: 3 clusters Score -930817.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -930818.437500 Penalty: 2896.685059
	Iteration 30Q: 3 clusters Score -930818.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -930820.937500 Penalty: 2896.685059
	Iteration 31Q: 3 clusters Score -930820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -930823.312500 Penalty: 2896.685059
	Iteration 32Q: 3 clusters Score -930823.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -930821.937500 Penalty: 2896.685059
	Iteration 33Q: 3 clusters Score -930821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -930823.250000 Penalty: 2896.685059
	Iteration 34Q: 3 clusters Score -930823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -930823.250000 Penalty: 2896.685059
	Iteration 35Q: 3 clusters Score -930823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -930825.875000 Penalty: 2896.685059
	Iteration 36Q: 3 clusters Score -930825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -930824.625000 Penalty: 2896.685059
	Iteration 37Q: 3 clusters Score -930824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -930825.687500 Penalty: 2896.685059
	Iteration 38Q: 3 clusters Score -930825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -930827.437500 Penalty: 2896.685059
	Iteration 39Q: 3 clusters Score -930827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -930828.937500 Penalty: 2896.685059
	Iteration 40F: 3 clusters Score -930828.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -930829.062500 Penalty: 2896.685059
	Iteration 41Q: 3 clusters Score -930829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -930830.250000 Penalty: 2896.685059
	Iteration 42Q: 3 clusters Score -930830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -930830.500000 Penalty: 2896.685059
	Iteration 43Q: 3 clusters Score -930830.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -930829.687500 Penalty: 2896.685059
	Iteration 44Q: 3 clusters Score -930829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -930832.812500 Penalty: 2896.685059
	Iteration 45Q: 3 clusters Score -930832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -930831.937500 Penalty: 2896.685059
	Iteration 46Q: 3 clusters Score -930831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -930831.562500 Penalty: 2896.685059
	Iteration 47Q: 3 clusters Score -930831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -930832.937500 Penalty: 2896.685059
	Iteration 48Q: 3 clusters Score -930832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -930836.687500 Penalty: 2896.685059
	Iteration 49Q: 3 clusters Score -930836.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -930835.187500 Penalty: 2896.685059
	Iteration 50Q: 3 clusters Score -930835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -930835.437500 Penalty: 2896.685059
	Iteration 51Q: 3 clusters Score -930835.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -930834.312500 Penalty: 2896.685059
	Iteration 52Q: 3 clusters Score -930834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -930837.375000 Penalty: 2896.685059
	Iteration 53Q: 3 clusters Score -930837.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -930836.375000 Penalty: 2896.685059
	Iteration 54Q: 3 clusters Score -930836.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -930838.875000 Penalty: 2896.685059
	Iteration 55Q: 3 clusters Score -930838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -930840.187500 Penalty: 2896.685059
	Iteration 56Q: 3 clusters Score -930840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -930839.562500 Penalty: 2896.685059
	Iteration 57Q: 3 clusters Score -930839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -930839.875000 Penalty: 2896.685059
	Iteration 58Q: 3 clusters Score -930839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -930839.875000 Penalty: 2896.685059
	Iteration 59F: 3 clusters Score -930839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Entering Unmasked Estep 
Score: -10683349.000000 Penalty: 1841.210815
	Iteration 0F: 2 clusters Score -1.068335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -10628028.000000 Penalty: 3682.421631
	Iteration 0F: 3 clusters Score -1.062803e+07 nChanged 39786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -10650882.000000 Penalty: 3682.421631
	Iteration 1F: 3 clusters Score -1.065088e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -10651651.000000 Penalty: 3682.421631
	Iteration 2Q: 3 clusters Score -1.065165e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -10652531.000000 Penalty: 3682.421631
	Iteration 3Q: 3 clusters Score -1.065253e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -10653799.000000 Penalty: 3682.421631
	Iteration 4Q: 3 clusters Score -1.06538e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -10655391.000000 Penalty: 3682.421631
	Iteration 5Q: 3 clusters Score -1.065539e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -10657637.000000 Penalty: 3682.421631
	Iteration 6Q: 3 clusters Score -1.065764e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -10660341.000000 Penalty: 3682.421631
	Iteration 7F: 3 clusters Score -1.066034e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -10663439.000000 Penalty: 3682.421631
	Iteration 8F: 3 clusters Score -1.066344e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -10666535.000000 Penalty: 3682.421631
	Iteration 9F: 3 clusters Score -1.066654e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60995 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -10669478.000000 Penalty: 3682.421631
	Iteration 10Q: 3 clusters Score -1.066948e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64120 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -10671941.000000 Penalty: 3682.421631
	Iteration 11Q: 3 clusters Score -1.067194e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -10673874.000000 Penalty: 3682.421631
	Iteration 12Q: 3 clusters Score -1.067387e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69181 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -10675313.000000 Penalty: 3682.421631
	Iteration 13Q: 3 clusters Score -1.067531e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -10676569.000000 Penalty: 3682.421631
	Iteration 14Q: 3 clusters Score -1.067657e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -10677751.000000 Penalty: 3682.421631
	Iteration 15Q: 3 clusters Score -1.067775e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -10678748.000000 Penalty: 3682.421631
	Iteration 16Q: 3 clusters Score -1.067875e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -10679512.000000 Penalty: 3682.421631
	Iteration 17Q: 3 clusters Score -1.067951e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78372 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -10680081.000000 Penalty: 3682.421631
	Iteration 18Q: 3 clusters Score -1.068008e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -10680527.000000 Penalty: 3682.421631
	Iteration 19Q: 3 clusters Score -1.068053e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80144 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10680870.000000 Penalty: 3682.421631
	Iteration 20F: 3 clusters Score -1.068087e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10681143.000000 Penalty: 3682.421631
	Iteration 21Q: 3 clusters Score -1.068114e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10681333.000000 Penalty: 3682.421631
	Iteration 22Q: 3 clusters Score -1.068133e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10681435.000000 Penalty: 3682.421631
	Iteration 23Q: 3 clusters Score -1.068144e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -10681501.000000 Penalty: 3682.421631
	Iteration 24Q: 3 clusters Score -1.06815e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -10681570.000000 Penalty: 3682.421631
	Iteration 25Q: 3 clusters Score -1.068157e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81890 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10681625.000000 Penalty: 3682.421631
	Iteration 26Q: 3 clusters Score -1.068162e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10681673.000000 Penalty: 3682.421631
	Iteration 27Q: 3 clusters Score -1.068167e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10681719.000000 Penalty: 3682.421631
	Iteration 28Q: 3 clusters Score -1.068172e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10681753.000000 Penalty: 3682.421631
	Iteration 29Q: 3 clusters Score -1.068175e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10681762.000000 Penalty: 3682.421631
	Iteration 30Q: 3 clusters Score -1.068176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10681815.000000 Penalty: 3682.421631
	Iteration 31Q: 3 clusters Score -1.068182e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82322 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10681846.000000 Penalty: 3682.421631
	Iteration 32Q: 3 clusters Score -1.068185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10681860.000000 Penalty: 3682.421631
	Iteration 33Q: 3 clusters Score -1.068186e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10681889.000000 Penalty: 3682.421631
	Iteration 34Q: 3 clusters Score -1.068189e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10681906.000000 Penalty: 3682.421631
	Iteration 35Q: 3 clusters Score -1.068191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10681906.000000 Penalty: 3682.421631
	Iteration 36Q: 3 clusters Score -1.068191e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10681911.000000 Penalty: 3682.421631
	Iteration 37Q: 3 clusters Score -1.068191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82465 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10681919.000000 Penalty: 3682.421631
	Iteration 38Q: 3 clusters Score -1.068192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10681924.000000 Penalty: 3682.421631
	Iteration 39Q: 3 clusters Score -1.068192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10681922.000000 Penalty: 3682.421631
	Iteration 40F: 3 clusters Score -1.068192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10681925.000000 Penalty: 3682.421631
	Iteration 41Q: 3 clusters Score -1.068192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10681936.000000 Penalty: 3682.421631
	Iteration 42Q: 3 clusters Score -1.068194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10681941.000000 Penalty: 3682.421631
	Iteration 43Q: 3 clusters Score -1.068194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10681938.000000 Penalty: 3682.421631
	Iteration 44Q: 3 clusters Score -1.068194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -10681947.000000 Penalty: 3682.421631
	Iteration 45Q: 3 clusters Score -1.068195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10681956.000000 Penalty: 3682.421631
	Iteration 46Q: 3 clusters Score -1.068196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10681965.000000 Penalty: 3682.421631
	Iteration 47Q: 3 clusters Score -1.068196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10681960.000000 Penalty: 3682.421631
	Iteration 48Q: 3 clusters Score -1.068196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10681965.000000 Penalty: 3682.421631
	Iteration 49Q: 3 clusters Score -1.068196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10681961.000000 Penalty: 3682.421631
	Iteration 50Q: 3 clusters Score -1.068196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10681956.000000 Penalty: 3682.421631
	Iteration 51Q: 3 clusters Score -1.068196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10681968.000000 Penalty: 3682.421631
	Iteration 52Q: 3 clusters Score -1.068197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10681966.000000 Penalty: 3682.421631
	Iteration 53Q: 3 clusters Score -1.068197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10681969.000000 Penalty: 3682.421631
	Iteration 54Q: 3 clusters Score -1.068197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82561 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10681979.000000 Penalty: 3682.421631
	Iteration 55Q: 3 clusters Score -1.068198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10681966.000000 Penalty: 3682.421631
	Iteration 56Q: 3 clusters Score -1.068197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10681966.000000 Penalty: 3682.421631
	Iteration 57Q: 3 clusters Score -1.068197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10681983.000000 Penalty: 3682.421631
	Iteration 58Q: 3 clusters Score -1.068198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10681978.000000 Penalty: 3682.421631
	Iteration 59Q: 3 clusters Score -1.068198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10681982.000000 Penalty: 3682.421631
	Iteration 60F: 3 clusters Score -1.068198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10681976.000000 Penalty: 3682.421631
	Iteration 61Q: 3 clusters Score -1.068198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10681981.000000 Penalty: 3682.421631
	Iteration 62Q: 3 clusters Score -1.068198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10681985.000000 Penalty: 3682.421631
	Iteration 63Q: 3 clusters Score -1.068198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10681985.000000 Penalty: 3682.421631
	Iteration 64F: 3 clusters Score -1.068198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -232333.937500 Penalty: 1228.682251
	Iteration 0F: 2 clusters Score -232333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230284.234375 Penalty: 2457.364502
	Iteration 0F: 3 clusters Score -230284.2 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -230719.765625 Penalty: 2457.364502
	Iteration 1F: 3 clusters Score -230719.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -230817.562500 Penalty: 2457.364502
	Iteration 2F: 3 clusters Score -230817.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -230880.359375 Penalty: 2457.364502
	Iteration 3Q: 3 clusters Score -230880.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -230923.468750 Penalty: 2457.364502
	Iteration 4Q: 3 clusters Score -230923.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -230955.796875 Penalty: 2457.364502
	Iteration 5Q: 3 clusters Score -230955.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -230987.437500 Penalty: 2457.364502
	Iteration 6Q: 3 clusters Score -230987.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -231026.093750 Penalty: 2457.364502
	Iteration 7Q: 3 clusters Score -231026.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231062.375000 Penalty: 2457.364502
	Iteration 8Q: 3 clusters Score -231062.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231088.718750 Penalty: 2457.364502
	Iteration 9Q: 3 clusters Score -231088.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -231105.562500 Penalty: 2457.364502
	Iteration 10Q: 3 clusters Score -231105.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -231123.640625 Penalty: 2457.364502
	Iteration 11Q: 3 clusters Score -231123.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -231137.078125 Penalty: 2457.364502
	Iteration 12Q: 3 clusters Score -231137.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -231149.921875 Penalty: 2457.364502
	Iteration 13Q: 3 clusters Score -231149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -231157.218750 Penalty: 2457.364502
	Iteration 14Q: 3 clusters Score -231157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -231162.109375 Penalty: 2457.364502
	Iteration 15Q: 3 clusters Score -231162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -231166.656250 Penalty: 2457.364502
	Iteration 16Q: 3 clusters Score -231166.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -231171.421875 Penalty: 2457.364502
	Iteration 17Q: 3 clusters Score -231171.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -231176.218750 Penalty: 2457.364502
	Iteration 18Q: 3 clusters Score -231176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231177.906250 Penalty: 2457.364502
	Iteration 19Q: 3 clusters Score -231177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231178.671875 Penalty: 2457.364502
	Iteration 20F: 3 clusters Score -231178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -231179.015625 Penalty: 2457.364502
	Iteration 21Q: 3 clusters Score -231179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -231180.343750 Penalty: 2457.364502
	Iteration 22Q: 3 clusters Score -231180.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -231180.953125 Penalty: 2457.364502
	Iteration 23Q: 3 clusters Score -231181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231181.937500 Penalty: 2457.364502
	Iteration 24Q: 3 clusters Score -231181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231182.687500 Penalty: 2457.364502
	Iteration 25Q: 3 clusters Score -231182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231183.484375 Penalty: 2457.364502
	Iteration 26Q: 3 clusters Score -231183.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231183.750000 Penalty: 2457.364502
	Iteration 27Q: 3 clusters Score -231183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231184.718750 Penalty: 2457.364502
	Iteration 28Q: 3 clusters Score -231184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -231185.468750 Penalty: 2457.364502
	Iteration 29Q: 3 clusters Score -231185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231185.593750 Penalty: 2457.364502
	Iteration 30Q: 3 clusters Score -231185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231185.593750 Penalty: 2457.364502
	Iteration 31F: 3 clusters Score -231185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29133.638672 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29133.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28317.445312 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28317.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28397.732422 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28397.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28420.105469 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28420.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28424.523438 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28424.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28424.523438 Penalty: 1782.559082
	Iteration 4F: 3 clusters Score -28424.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Entering Unmasked Estep 
Score: -2072848.125000 Penalty: 1579.243530
	Iteration 0F: 2 clusters Score -2072848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2061281.000000 Penalty: 3158.487061
	Iteration 0F: 3 clusters Score -2061281 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2065608.000000 Penalty: 3158.487061
	Iteration 1F: 3 clusters Score -2065608 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2066070.375000 Penalty: 3158.487061
	Iteration 2F: 3 clusters Score -2066070 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2066547.500000 Penalty: 3158.487061
	Iteration 3F: 3 clusters Score -2066548 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2067101.625000 Penalty: 3158.487061
	Iteration 4F: 3 clusters Score -2067102 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2067662.250000 Penalty: 3158.487061
	Iteration 5F: 3 clusters Score -2067662 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2068175.750000 Penalty: 3158.487061
	Iteration 6F: 3 clusters Score -2068176 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2068670.500000 Penalty: 3158.487061
	Iteration 7Q: 3 clusters Score -2068670 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2069082.125000 Penalty: 3158.487061
	Iteration 8Q: 3 clusters Score -2069082 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2069485.500000 Penalty: 3158.487061
	Iteration 9Q: 3 clusters Score -2069486 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2069824.125000 Penalty: 3158.487061
	Iteration 10Q: 3 clusters Score -2069824 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2070124.875000 Penalty: 3158.487061
	Iteration 11Q: 3 clusters Score -2070125 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2070364.875000 Penalty: 3158.487061
	Iteration 12Q: 3 clusters Score -2070365 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2070537.125000 Penalty: 3158.487061
	Iteration 13Q: 3 clusters Score -2070537 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2070676.750000 Penalty: 3158.487061
	Iteration 14Q: 3 clusters Score -2070677 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2070781.250000 Penalty: 3158.487061
	Iteration 15Q: 3 clusters Score -2070781 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2070855.125000 Penalty: 3158.487061
	Iteration 16Q: 3 clusters Score -2070855 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2070920.625000 Penalty: 3158.487061
	Iteration 17Q: 3 clusters Score -2070921 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2070957.250000 Penalty: 3158.487061
	Iteration 18Q: 3 clusters Score -2070957 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2070975.375000 Penalty: 3158.487061
	Iteration 19Q: 3 clusters Score -2070975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2071000.750000 Penalty: 3158.487061
	Iteration 20F: 3 clusters Score -2071001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2071016.000000 Penalty: 3158.487061
	Iteration 21Q: 3 clusters Score -2071016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2071032.375000 Penalty: 3158.487061
	Iteration 22Q: 3 clusters Score -2071032 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2071045.500000 Penalty: 3158.487061
	Iteration 23Q: 3 clusters Score -2071046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2071055.375000 Penalty: 3158.487061
	Iteration 24Q: 3 clusters Score -2071055 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2071063.375000 Penalty: 3158.487061
	Iteration 25Q: 3 clusters Score -2071063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2071068.500000 Penalty: 3158.487061
	Iteration 26Q: 3 clusters Score -2071068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2071078.250000 Penalty: 3158.487061
	Iteration 27Q: 3 clusters Score -2071078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2071084.000000 Penalty: 3158.487061
	Iteration 28Q: 3 clusters Score -2071084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2071091.750000 Penalty: 3158.487061
	Iteration 29Q: 3 clusters Score -2071092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2071090.875000 Penalty: 3158.487061
	Iteration 30Q: 3 clusters Score -2071091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2071096.000000 Penalty: 3158.487061
	Iteration 31Q: 3 clusters Score -2071096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2071099.625000 Penalty: 3158.487061
	Iteration 32Q: 3 clusters Score -2071100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2071104.125000 Penalty: 3158.487061
	Iteration 33Q: 3 clusters Score -2071104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2071109.125000 Penalty: 3158.487061
	Iteration 34Q: 3 clusters Score -2071109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2071113.375000 Penalty: 3158.487061
	Iteration 35Q: 3 clusters Score -2071113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2071113.500000 Penalty: 3158.487061
	Iteration 36Q: 3 clusters Score -2071114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2071125.375000 Penalty: 3158.487061
	Iteration 37Q: 3 clusters Score -2071125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2071125.500000 Penalty: 3158.487061
	Iteration 38Q: 3 clusters Score -2071126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2071126.000000 Penalty: 3158.487061
	Iteration 39Q: 3 clusters Score -2071126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2071133.125000 Penalty: 3158.487061
	Iteration 40F: 3 clusters Score -2071133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2071130.875000 Penalty: 3158.487061
	Iteration 41Q: 3 clusters Score -2071131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2071136.125000 Penalty: 3158.487061
	Iteration 42Q: 3 clusters Score -2071136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2071139.500000 Penalty: 3158.487061
	Iteration 43Q: 3 clusters Score -2071140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2071153.625000 Penalty: 3158.487061
	Iteration 44Q: 3 clusters Score -2071154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2071156.875000 Penalty: 3158.487061
	Iteration 45Q: 3 clusters Score -2071157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2071160.125000 Penalty: 3158.487061
	Iteration 46Q: 3 clusters Score -2071160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2071166.000000 Penalty: 3158.487061
	Iteration 47Q: 3 clusters Score -2071166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2071164.375000 Penalty: 3158.487061
	Iteration 48Q: 3 clusters Score -2071164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2071164.250000 Penalty: 3158.487061
	Iteration 49Q: 3 clusters Score -2071164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2071169.250000 Penalty: 3158.487061
	Iteration 50Q: 3 clusters Score -2071169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2071169.250000 Penalty: 3158.487061
	Iteration 51Q: 3 clusters Score -2071169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2071171.875000 Penalty: 3158.487061
	Iteration 52Q: 3 clusters Score -2071172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2071176.750000 Penalty: 3158.487061
	Iteration 53Q: 3 clusters Score -2071177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2071181.250000 Penalty: 3158.487061
	Iteration 54Q: 3 clusters Score -2071181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2071187 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2071192 nChanged 11
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Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2071196 nChanged 13
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2071197 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2071202.250000 Penalty: 3158.487061
	Iteration 60F: 3 clusters Score -2071202 nChanged 10
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Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2071200 nChanged 6
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Mstep: Class 1 contains 1524 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2071202 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2071203 nChanged 6
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2071205 nChanged 4
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Mstep: Class 1 contains 1501 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2071205 nChanged 7
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Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2071207 nChanged 4
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Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2071206 nChanged 6
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Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2071212 nChanged 7
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Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2071212 nChanged 8
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Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2071213 nChanged 7
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Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2071217 nChanged 6
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Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2071217 nChanged 5
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Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2071222 nChanged 13
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Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2071224 nChanged 8
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2071226 nChanged 8
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Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2071228 nChanged 8
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Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2071225.250000 Penalty: 3158.487061
	Iteration 80F: 3 clusters Score -2071225 nChanged 2
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Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2071227 nChanged 5
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Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2071230 nChanged 5
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Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2071227 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2071230 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1393 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2071232 nChanged 6
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2071236 nChanged 7
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Mstep: Class 1 contains 1382 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2071238 nChanged 2
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Mstep: Class 1 contains 1380 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2071238 nChanged 2
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Mstep: Class 1 contains 1378 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2071236 nChanged 1
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Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2071236 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2071235 nChanged 3
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Mstep: Class 1 contains 1366 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1362 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2071237 nChanged 3
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Mstep: Class 1 contains 1359 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2071237 nChanged 3
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Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2071237 nChanged 4
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Mstep: Class 1 contains 1352 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2071238 nChanged 2
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Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1346 members 
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Entering Unmasked Estep 
Score: -2071242.250000 Penalty: 3158.487061
	Iteration 100F: 3 clusters Score -2071242 nChanged 7
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Mstep: Class 1 contains 1339 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 15287 members 
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	Iteration 102Q: 3 clusters Score -2071243 nChanged 2
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Mstep: Class 1 contains 1332 members 
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	Iteration 103Q: 3 clusters Score -2071244 nChanged 2
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	Iteration 104Q: 3 clusters Score -2071246 nChanged 2
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	Iteration 105Q: 3 clusters Score -2071245 nChanged 2
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	Iteration 107Q: 3 clusters Score -2071243 nChanged 5
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	Iteration 109Q: 3 clusters Score -2071247 nChanged 9
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Mstep: Class 1 contains 1295 members 
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	Iteration 111Q: 3 clusters Score -2071252 nChanged 11
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Mstep: Class 1 contains 1286 members 
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Mstep: Class 1 contains 1279 members 
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	Iteration 113Q: 3 clusters Score -2071256 nChanged 13
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	Iteration 114Q: 3 clusters Score -2071262 nChanged 17
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Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 15370 members 
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	Iteration 115Q: 3 clusters Score -2071270 nChanged 17
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Mstep: Class 1 contains 1236 members 
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	Iteration 116Q: 3 clusters Score -2071272 nChanged 16
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Mstep: Class 1 contains 1220 members 
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	Iteration 117Q: 3 clusters Score -2071274 nChanged 13
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Mstep: Class 1 contains 1207 members 
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	Iteration 118Q: 3 clusters Score -2071279 nChanged 12
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Mstep: Class 1 contains 1195 members 
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	Iteration 119Q: 3 clusters Score -2071282 nChanged 9
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Mstep: Class 1 contains 1186 members 
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	Iteration 120F: 3 clusters Score -2071284 nChanged 14
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Mstep: Class 1 contains 1174 members 
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	Iteration 121Q: 3 clusters Score -2071284 nChanged 14
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Mstep: Class 1 contains 1162 members 
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	Iteration 122Q: 3 clusters Score -2071295 nChanged 17
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Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15472 members 
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	Iteration 123Q: 3 clusters Score -2071297 nChanged 15
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Mstep: Class 1 contains 1134 members 
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	Iteration 124Q: 3 clusters Score -2071300 nChanged 18
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	Iteration 125Q: 3 clusters Score -2071312 nChanged 14
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Mstep: Class 1 contains 1108 members 
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	Iteration 126Q: 3 clusters Score -2071310 nChanged 13
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Mstep: Class 1 contains 1095 members 
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	Iteration 127Q: 3 clusters Score -2071316 nChanged 16
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Mstep: Class 1 contains 1081 members 
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	Iteration 128Q: 3 clusters Score -2071321 nChanged 18
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	Iteration 129Q: 3 clusters Score -2071330 nChanged 13
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	Iteration 130Q: 3 clusters Score -2071334 nChanged 12
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	Iteration 131Q: 3 clusters Score -2071336 nChanged 10
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	Iteration 132Q: 3 clusters Score -2071338 nChanged 12
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	Iteration 133Q: 3 clusters Score -2071342 nChanged 7
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	Iteration 134Q: 3 clusters Score -2071341 nChanged 11
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	Iteration 135Q: 3 clusters Score -2071349 nChanged 18
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	Iteration 136Q: 3 clusters Score -2071357 nChanged 18
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2071360 nChanged 20
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	Iteration 138Q: 3 clusters Score -2071366 nChanged 17
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	Iteration 139Q: 3 clusters Score -2071369 nChanged 15
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2071378 nChanged 24
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	Iteration 141Q: 3 clusters Score -2071394 nChanged 25
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	Iteration 142Q: 3 clusters Score -2071406 nChanged 28
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	Iteration 143Q: 3 clusters Score -2071419 nChanged 28
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	Iteration 144Q: 3 clusters Score -2071427 nChanged 14
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2071432 nChanged 12
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	Iteration 146Q: 3 clusters Score -2071434 nChanged 5
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2071436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2071435.250000 Penalty: 3158.487061
	Iteration 148Q: 3 clusters Score -2071435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2071439.500000 Penalty: 3158.487061
	Iteration 149Q: 3 clusters Score -2071440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2071439.500000 Penalty: 3158.487061
	Iteration 150F: 3 clusters Score -2071440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -866603.875000 Penalty: 1447.178833
	Iteration 0F: 2 clusters Score -866603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -861046.375000 Penalty: 2894.357666
	Iteration 0F: 3 clusters Score -861046.4 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -862795.250000 Penalty: 2894.357666
	Iteration 1F: 3 clusters Score -862795.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -863084.187500 Penalty: 2894.357666
	Iteration 2F: 3 clusters Score -863084.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -863287.875000 Penalty: 2894.357666
	Iteration 3F: 3 clusters Score -863287.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -863483.312500 Penalty: 2894.357666
	Iteration 4Q: 3 clusters Score -863483.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -863684.437500 Penalty: 2894.357666
	Iteration 5Q: 3 clusters Score -863684.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -863878.312500 Penalty: 2894.357666
	Iteration 6Q: 3 clusters Score -863878.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -864076.937500 Penalty: 2894.357666
	Iteration 7Q: 3 clusters Score -864076.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -864255.750000 Penalty: 2894.357666
	Iteration 8Q: 3 clusters Score -864255.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -864409.937500 Penalty: 2894.357666
	Iteration 9Q: 3 clusters Score -864409.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -864553.750000 Penalty: 2894.357666
	Iteration 10Q: 3 clusters Score -864553.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -864698.000000 Penalty: 2894.357666
	Iteration 11Q: 3 clusters Score -864698 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -864843.562500 Penalty: 2894.357666
	Iteration 12Q: 3 clusters Score -864843.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -864957.812500 Penalty: 2894.357666
	Iteration 13Q: 3 clusters Score -864957.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -865031.062500 Penalty: 2894.357666
	Iteration 14Q: 3 clusters Score -865031.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -865087.375000 Penalty: 2894.357666
	Iteration 15Q: 3 clusters Score -865087.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -865132.937500 Penalty: 2894.357666
	Iteration 16Q: 3 clusters Score -865132.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -865168.750000 Penalty: 2894.357666
	Iteration 17Q: 3 clusters Score -865168.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -865194.750000 Penalty: 2894.357666
	Iteration 18Q: 3 clusters Score -865194.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -865211.937500 Penalty: 2894.357666
	Iteration 19Q: 3 clusters Score -865211.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -865230.062500 Penalty: 2894.357666
	Iteration 20F: 3 clusters Score -865230.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -865245.062500 Penalty: 2894.357666
	Iteration 21Q: 3 clusters Score -865245.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -865264.875000 Penalty: 2894.357666
	Iteration 22Q: 3 clusters Score -865264.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -865276.437500 Penalty: 2894.357666
	Iteration 23Q: 3 clusters Score -865276.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -865286.375000 Penalty: 2894.357666
	Iteration 24Q: 3 clusters Score -865286.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -865295.125000 Penalty: 2894.357666
	Iteration 25Q: 3 clusters Score -865295.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -865298.562500 Penalty: 2894.357666
	Iteration 26Q: 3 clusters Score -865298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -865301.187500 Penalty: 2894.357666
	Iteration 27Q: 3 clusters Score -865301.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -865302.187500 Penalty: 2894.357666
	Iteration 28Q: 3 clusters Score -865302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -865299.937500 Penalty: 2894.357666
	Iteration 29Q: 3 clusters Score -865299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -865301.625000 Penalty: 2894.357666
	Iteration 30Q: 3 clusters Score -865301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -865301.375000 Penalty: 2894.357666
	Iteration 31Q: 3 clusters Score -865301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -865302.375000 Penalty: 2894.357666
	Iteration 32Q: 3 clusters Score -865302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -865303.875000 Penalty: 2894.357666
	Iteration 33Q: 3 clusters Score -865303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -865304.687500 Penalty: 2894.357666
	Iteration 34Q: 3 clusters Score -865304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -865304.937500 Penalty: 2894.357666
	Iteration 35Q: 3 clusters Score -865304.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -865305.937500 Penalty: 2894.357666
	Iteration 36Q: 3 clusters Score -865305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -865308.000000 Penalty: 2894.357666
	Iteration 37Q: 3 clusters Score -865308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -865310.125000 Penalty: 2894.357666
	Iteration 38Q: 3 clusters Score -865310.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -865312.125000 Penalty: 2894.357666
	Iteration 39Q: 3 clusters Score -865312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -865315.250000 Penalty: 2894.357666
	Iteration 40F: 3 clusters Score -865315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -865316.562500 Penalty: 2894.357666
	Iteration 41Q: 3 clusters Score -865316.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -865323.187500 Penalty: 2894.357666
	Iteration 42Q: 3 clusters Score -865323.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -865326.750000 Penalty: 2894.357666
	Iteration 43Q: 3 clusters Score -865326.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -865331.250000 Penalty: 2894.357666
	Iteration 44Q: 3 clusters Score -865331.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -865334.062500 Penalty: 2894.357666
	Iteration 45Q: 3 clusters Score -865334.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -865336.687500 Penalty: 2894.357666
	Iteration 46Q: 3 clusters Score -865336.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -865336.750000 Penalty: 2894.357666
	Iteration 47Q: 3 clusters Score -865336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -865336.937500 Penalty: 2894.357666
	Iteration 48Q: 3 clusters Score -865336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -865336.812500 Penalty: 2894.357666
	Iteration 49Q: 3 clusters Score -865336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -865338.437500 Penalty: 2894.357666
	Iteration 50Q: 3 clusters Score -865338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -865338.312500 Penalty: 2894.357666
	Iteration 51Q: 3 clusters Score -865338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -865339.000000 Penalty: 2894.357666
	Iteration 52Q: 3 clusters Score -865339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -865340.312500 Penalty: 2894.357666
	Iteration 53Q: 3 clusters Score -865340.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -865339.187500 Penalty: 2894.357666
	Iteration 54Q: 3 clusters Score -865339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -865340.125000 Penalty: 2894.357666
	Iteration 55Q: 3 clusters Score -865340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -865341.062500 Penalty: 2894.357666
	Iteration 56Q: 3 clusters Score -865341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -865342.062500 Penalty: 2894.357666
	Iteration 57Q: 3 clusters Score -865342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -865341.687500 Penalty: 2894.357666
	Iteration 58Q: 3 clusters Score -865341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -865342.125000 Penalty: 2894.357666
	Iteration 59Q: 3 clusters Score -865342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -865343.375000 Penalty: 2894.357666
	Iteration 60F: 3 clusters Score -865343.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -865344.812500 Penalty: 2894.357666
	Iteration 61Q: 3 clusters Score -865344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -865346.562500 Penalty: 2894.357666
	Iteration 62Q: 3 clusters Score -865346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -865347.562500 Penalty: 2894.357666
	Iteration 63Q: 3 clusters Score -865347.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -865350.687500 Penalty: 2894.357666
	Iteration 64Q: 3 clusters Score -865350.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -865350.437500 Penalty: 2894.357666
	Iteration 65Q: 3 clusters Score -865350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -865349.937500 Penalty: 2894.357666
	Iteration 66Q: 3 clusters Score -865349.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -865350.562500 Penalty: 2894.357666
	Iteration 67Q: 3 clusters Score -865350.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -865353.687500 Penalty: 2894.357666
	Iteration 68Q: 3 clusters Score -865353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -865353.375000 Penalty: 2894.357666
	Iteration 69Q: 3 clusters Score -865353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -865354.750000 Penalty: 2894.357666
	Iteration 70Q: 3 clusters Score -865354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -865356.125000 Penalty: 2894.357666
	Iteration 71Q: 3 clusters Score -865356.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -865356.375000 Penalty: 2894.357666
	Iteration 72Q: 3 clusters Score -865356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -865355.937500 Penalty: 2894.357666
	Iteration 73Q: 3 clusters Score -865355.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -865355.937500 Penalty: 2894.357666
	Iteration 74F: 3 clusters Score -865355.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -36782.191406 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -36782.19 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 170 members 
Entering Unmasked Estep 
Score: -35919.117188 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -35919.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36189.976562 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -36189.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36316.375000 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -36316.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36470.796875 Penalty: 1921.008911
	Iteration 3F: 3 clusters Score -36470.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36638.886719 Penalty: 1921.008911
	Iteration 4F: 3 clusters Score -36638.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36767.367188 Penalty: 1921.008911
	Iteration 5F: 3 clusters Score -36767.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37005.453125 Penalty: 1921.008911
	Iteration 6F: 3 clusters Score -37005.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37187.941406 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -37187.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37271.656250 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -37271.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37319.714844 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -37319.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37386.238281 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -37386.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37387.539062 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -37387.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37398.707031 Penalty: 1921.008911
	Iteration 12F: 3 clusters Score -37398.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37439.550781 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -37439.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37613.808594 Penalty: 1921.008911
	Iteration 14Q: 3 clusters Score -37613.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37614.359375 Penalty: 1921.008911
	Iteration 15Q: 3 clusters Score -37614.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37614.359375 Penalty: 1921.008911
	Iteration 16F: 3 clusters Score -37614.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107666 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 21964 members 
Mstep: Class 8 contains 70575 members 
Mstep: Class 9 contains 13379 members 
Mstep: Class 10 contains 6231 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 83327 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 188 members 
Mstep: Class 18 contains 60910 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35054 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 2249 members 
Mstep: Class 28 contains 181 members 
Entering Unmasked Estep 
Score: -59780828.000000 Penalty: 59499.636719
Splitting cluster 17 changes total score from -59781200.000000 to -59780828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (60910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Entering Unmasked Estep 
Score: -7844738.500000 Penalty: 1790.287354
	Iteration 0F: 2 clusters Score -7844738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7804041.000000 Penalty: 3580.574707
	Iteration 0F: 3 clusters Score -7804041 nChanged 28739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -7820413.000000 Penalty: 3580.574707
	Iteration 1F: 3 clusters Score -7820413 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -7820867.500000 Penalty: 3580.574707
	Iteration 2Q: 3 clusters Score -7820868 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -7821420.500000 Penalty: 3580.574707
	Iteration 3Q: 3 clusters Score -7821420 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -7821963.000000 Penalty: 3580.574707
	Iteration 4Q: 3 clusters Score -7821963 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -7822672.500000 Penalty: 3580.574707
	Iteration 5Q: 3 clusters Score -7822672 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -7823328.500000 Penalty: 3580.574707
	Iteration 6Q: 3 clusters Score -7823328 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7824280.000000 Penalty: 3580.574707
	Iteration 7Q: 3 clusters Score -7824280 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7825458.000000 Penalty: 3580.574707
	Iteration 8Q: 3 clusters Score -7825458 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -7826845.500000 Penalty: 3580.574707
	Iteration 9Q: 3 clusters Score -7826846 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7828599.000000 Penalty: 3580.574707
	Iteration 10Q: 3 clusters Score -7828599 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -7830790.000000 Penalty: 3580.574707
	Iteration 11F: 3 clusters Score -7830790 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -7833326.000000 Penalty: 3580.574707
	Iteration 12F: 3 clusters Score -7833326 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -7836024.000000 Penalty: 3580.574707
	Iteration 13F: 3 clusters Score -7836024 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7838533.500000 Penalty: 3580.574707
	Iteration 14F: 3 clusters Score -7838534 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -7840305.000000 Penalty: 3580.574707
	Iteration 15Q: 3 clusters Score -7840305 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -7841493.500000 Penalty: 3580.574707
	Iteration 16Q: 3 clusters Score -7841494 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -7842191.000000 Penalty: 3580.574707
	Iteration 17Q: 3 clusters Score -7842191 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -7842668.000000 Penalty: 3580.574707
	Iteration 18Q: 3 clusters Score -7842668 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -7842959.500000 Penalty: 3580.574707
	Iteration 19Q: 3 clusters Score -7842960 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -7843146.500000 Penalty: 3580.574707
	Iteration 20F: 3 clusters Score -7843146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -7843225.000000 Penalty: 3580.574707
	Iteration 21Q: 3 clusters Score -7843225 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7843254.000000 Penalty: 3580.574707
	Iteration 22Q: 3 clusters Score -7843254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -7843295.000000 Penalty: 3580.574707
	Iteration 23Q: 3 clusters Score -7843295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
Score: -7843318.000000 Penalty: 3580.574707
	Iteration 24Q: 3 clusters Score -7843318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -7843316.500000 Penalty: 3580.574707
	Iteration 25Q: 3 clusters Score -7843316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -7843328.000000 Penalty: 3580.574707
	Iteration 26Q: 3 clusters Score -7843328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -7843349.000000 Penalty: 3580.574707
	Iteration 27Q: 3 clusters Score -7843349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 60246 members 
Entering Unmasked Estep 
Score: -7843343.000000 Penalty: 3580.574707
	Iteration 28Q: 3 clusters Score -7843343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -7843351.000000 Penalty: 3580.574707
	Iteration 29Q: 3 clusters Score -7843351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -7843355.500000 Penalty: 3580.574707
	Iteration 30Q: 3 clusters Score -7843356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -7843362.000000 Penalty: 3580.574707
	Iteration 31Q: 3 clusters Score -7843362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -7843363.500000 Penalty: 3580.574707
	Iteration 32Q: 3 clusters Score -7843364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -7843378.500000 Penalty: 3580.574707
	Iteration 33Q: 3 clusters Score -7843378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -7843375.500000 Penalty: 3580.574707
	Iteration 34Q: 3 clusters Score -7843376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -7843375.500000 Penalty: 3580.574707
	Iteration 35Q: 3 clusters Score -7843376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -7843374.500000 Penalty: 3580.574707
	Iteration 36Q: 3 clusters Score -7843374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -7843376.500000 Penalty: 3580.574707
	Iteration 37Q: 3 clusters Score -7843376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -7843376.000000 Penalty: 3580.574707
	Iteration 38Q: 3 clusters Score -7843376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -7843376.000000 Penalty: 3580.574707
	Iteration 39F: 3 clusters Score -7843376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Entering Unmasked Estep 
Score: -2232332.750000 Penalty: 1584.836304
	Iteration 0F: 2 clusters Score -2232333 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 8577 members 
Entering Unmasked Estep 
Score: -2220388.500000 Penalty: 3169.672607
	Iteration 0F: 3 clusters Score -2220388 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2224621.250000 Penalty: 3169.672607
	Iteration 1F: 3 clusters Score -2224621 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2224880.000000 Penalty: 3169.672607
	Iteration 2Q: 3 clusters Score -2224880 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2225098.500000 Penalty: 3169.672607
	Iteration 3Q: 3 clusters Score -2225098 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2225300.750000 Penalty: 3169.672607
	Iteration 4Q: 3 clusters Score -2225301 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2225515.000000 Penalty: 3169.672607
	Iteration 5Q: 3 clusters Score -2225515 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2225803.000000 Penalty: 3169.672607
	Iteration 6Q: 3 clusters Score -2225803 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2226175.250000 Penalty: 3169.672607
	Iteration 7Q: 3 clusters Score -2226175 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2226677.000000 Penalty: 3169.672607
	Iteration 8F: 3 clusters Score -2226677 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2227401.000000 Penalty: 3169.672607
	Iteration 9F: 3 clusters Score -2227401 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2228251.500000 Penalty: 3169.672607
	Iteration 10F: 3 clusters Score -2228252 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2229195.250000 Penalty: 3169.672607
	Iteration 11F: 3 clusters Score -2229195 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2229927.750000 Penalty: 3169.672607
	Iteration 12Q: 3 clusters Score -2229928 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2230387.000000 Penalty: 3169.672607
	Iteration 13Q: 3 clusters Score -2230387 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2230630.750000 Penalty: 3169.672607
	Iteration 14Q: 3 clusters Score -2230631 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2230748.500000 Penalty: 3169.672607
	Iteration 15Q: 3 clusters Score -2230748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2230803.500000 Penalty: 3169.672607
	Iteration 16Q: 3 clusters Score -2230804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2230844.250000 Penalty: 3169.672607
	Iteration 17Q: 3 clusters Score -2230844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2230865.750000 Penalty: 3169.672607
	Iteration 18Q: 3 clusters Score -2230866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2230876.000000 Penalty: 3169.672607
	Iteration 19Q: 3 clusters Score -2230876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2230894.500000 Penalty: 3169.672607
	Iteration 20F: 3 clusters Score -2230894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2230905.500000 Penalty: 3169.672607
	Iteration 21Q: 3 clusters Score -2230906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -2230911.000000 Penalty: 3169.672607
	Iteration 22Q: 3 clusters Score -2230911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2230916.000000 Penalty: 3169.672607
	Iteration 23Q: 3 clusters Score -2230916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2230923.500000 Penalty: 3169.672607
	Iteration 24Q: 3 clusters Score -2230924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2230926.000000 Penalty: 3169.672607
	Iteration 25Q: 3 clusters Score -2230926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2230934.000000 Penalty: 3169.672607
	Iteration 26Q: 3 clusters Score -2230934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2230941.750000 Penalty: 3169.672607
	Iteration 27Q: 3 clusters Score -2230942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2230947.500000 Penalty: 3169.672607
	Iteration 28Q: 3 clusters Score -2230948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2230953.000000 Penalty: 3169.672607
	Iteration 29Q: 3 clusters Score -2230953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2230954.500000 Penalty: 3169.672607
	Iteration 30Q: 3 clusters Score -2230954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2230959.500000 Penalty: 3169.672607
	Iteration 31Q: 3 clusters Score -2230960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2230960.250000 Penalty: 3169.672607
	Iteration 32Q: 3 clusters Score -2230960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2230960.750000 Penalty: 3169.672607
	Iteration 33Q: 3 clusters Score -2230961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2230960.750000 Penalty: 3169.672607
	Iteration 34F: 3 clusters Score -2230961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -457377.656250 Penalty: 1333.968384
	Iteration 0F: 2 clusters Score -457377.7 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 1834 members 
Entering Unmasked Estep 
Score: -454203.062500 Penalty: 2667.936768
	Iteration 0F: 3 clusters Score -454203.1 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -454972.781250 Penalty: 2667.936768
	Iteration 1F: 3 clusters Score -454972.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -455134.218750 Penalty: 2667.936768
	Iteration 2F: 3 clusters Score -455134.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -455242.125000 Penalty: 2667.936768
	Iteration 3F: 3 clusters Score -455242.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -455323.312500 Penalty: 2667.936768
	Iteration 4Q: 3 clusters Score -455323.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -455381.406250 Penalty: 2667.936768
	Iteration 5Q: 3 clusters Score -455381.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -455435.125000 Penalty: 2667.936768
	Iteration 6Q: 3 clusters Score -455435.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -455480.031250 Penalty: 2667.936768
	Iteration 7Q: 3 clusters Score -455480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -455518.375000 Penalty: 2667.936768
	Iteration 8Q: 3 clusters Score -455518.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -455548.062500 Penalty: 2667.936768
	Iteration 9Q: 3 clusters Score -455548.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -455567.312500 Penalty: 2667.936768
	Iteration 10Q: 3 clusters Score -455567.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -455585.000000 Penalty: 2667.936768
	Iteration 11Q: 3 clusters Score -455585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -455598.812500 Penalty: 2667.936768
	Iteration 12Q: 3 clusters Score -455598.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -455612.625000 Penalty: 2667.936768
	Iteration 13Q: 3 clusters Score -455612.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -455626.156250 Penalty: 2667.936768
	Iteration 14Q: 3 clusters Score -455626.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -455638.906250 Penalty: 2667.936768
	Iteration 15Q: 3 clusters Score -455638.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -455653.781250 Penalty: 2667.936768
	Iteration 16Q: 3 clusters Score -455653.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -455670.343750 Penalty: 2667.936768
	Iteration 17Q: 3 clusters Score -455670.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -455682.250000 Penalty: 2667.936768
	Iteration 18Q: 3 clusters Score -455682.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -455693.687500 Penalty: 2667.936768
	Iteration 19Q: 3 clusters Score -455693.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -455706.718750 Penalty: 2667.936768
	Iteration 20F: 3 clusters Score -455706.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -455719.781250 Penalty: 2667.936768
	Iteration 21Q: 3 clusters Score -455719.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -455737.437500 Penalty: 2667.936768
	Iteration 22Q: 3 clusters Score -455737.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -455748.750000 Penalty: 2667.936768
	Iteration 23Q: 3 clusters Score -455748.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -455758.031250 Penalty: 2667.936768
	Iteration 24Q: 3 clusters Score -455758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -455764.937500 Penalty: 2667.936768
	Iteration 25Q: 3 clusters Score -455764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -455774.718750 Penalty: 2667.936768
	Iteration 26Q: 3 clusters Score -455774.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -455784.656250 Penalty: 2667.936768
	Iteration 27Q: 3 clusters Score -455784.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -455795.437500 Penalty: 2667.936768
	Iteration 28Q: 3 clusters Score -455795.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -455808.156250 Penalty: 2667.936768
	Iteration 29Q: 3 clusters Score -455808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -455820.687500 Penalty: 2667.936768
	Iteration 30Q: 3 clusters Score -455820.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -455834.031250 Penalty: 2667.936768
	Iteration 31Q: 3 clusters Score -455834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -455846.750000 Penalty: 2667.936768
	Iteration 32Q: 3 clusters Score -455846.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -455861.781250 Penalty: 2667.936768
	Iteration 33Q: 3 clusters Score -455861.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -455877.187500 Penalty: 2667.936768
	Iteration 34Q: 3 clusters Score -455877.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -455891.062500 Penalty: 2667.936768
	Iteration 35Q: 3 clusters Score -455891.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -455903.218750 Penalty: 2667.936768
	Iteration 36Q: 3 clusters Score -455903.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -455920.625000 Penalty: 2667.936768
	Iteration 37Q: 3 clusters Score -455920.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -455940.218750 Penalty: 2667.936768
	Iteration 38Q: 3 clusters Score -455940.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -455958.906250 Penalty: 2667.936768
	Iteration 39Q: 3 clusters Score -455958.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -455974.156250 Penalty: 2667.936768
	Iteration 40F: 3 clusters Score -455974.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -455990.593750 Penalty: 2667.936768
	Iteration 41Q: 3 clusters Score -455990.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -456002.750000 Penalty: 2667.936768
	Iteration 42Q: 3 clusters Score -456002.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -456011.281250 Penalty: 2667.936768
	Iteration 43Q: 3 clusters Score -456011.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -456023.718750 Penalty: 2667.936768
	Iteration 44Q: 3 clusters Score -456023.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -456042.375000 Penalty: 2667.936768
	Iteration 45Q: 3 clusters Score -456042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -456066.718750 Penalty: 2667.936768
	Iteration 46Q: 3 clusters Score -456066.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -456082.812500 Penalty: 2667.936768
	Iteration 47Q: 3 clusters Score -456082.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -456094.500000 Penalty: 2667.936768
	Iteration 48Q: 3 clusters Score -456094.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -456100.125000 Penalty: 2667.936768
	Iteration 49Q: 3 clusters Score -456100.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -456108.500000 Penalty: 2667.936768
	Iteration 50Q: 3 clusters Score -456108.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -456117.687500 Penalty: 2667.936768
	Iteration 51Q: 3 clusters Score -456117.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -456126.062500 Penalty: 2667.936768
	Iteration 52Q: 3 clusters Score -456126.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -456137.562500 Penalty: 2667.936768
	Iteration 53Q: 3 clusters Score -456137.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -456145.062500 Penalty: 2667.936768
	Iteration 54Q: 3 clusters Score -456145.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -456151.625000 Penalty: 2667.936768
	Iteration 55Q: 3 clusters Score -456151.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -456158.937500 Penalty: 2667.936768
	Iteration 56Q: 3 clusters Score -456158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -456163.312500 Penalty: 2667.936768
	Iteration 57Q: 3 clusters Score -456163.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -456168.281250 Penalty: 2667.936768
	Iteration 58Q: 3 clusters Score -456168.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -456173.625000 Penalty: 2667.936768
	Iteration 59Q: 3 clusters Score -456173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -456178.343750 Penalty: 2667.936768
	Iteration 60F: 3 clusters Score -456178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -456181.250000 Penalty: 2667.936768
	Iteration 61Q: 3 clusters Score -456181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -456183.750000 Penalty: 2667.936768
	Iteration 62Q: 3 clusters Score -456183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -456185.593750 Penalty: 2667.936768
	Iteration 63Q: 3 clusters Score -456185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -456186.843750 Penalty: 2667.936768
	Iteration 64Q: 3 clusters Score -456186.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -456187.593750 Penalty: 2667.936768
	Iteration 65Q: 3 clusters Score -456187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -456188.156250 Penalty: 2667.936768
	Iteration 66Q: 3 clusters Score -456188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -456188.343750 Penalty: 2667.936768
	Iteration 67Q: 3 clusters Score -456188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -456189.218750 Penalty: 2667.936768
	Iteration 68Q: 3 clusters Score -456189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -456189.125000 Penalty: 2667.936768
	Iteration 69Q: 3 clusters Score -456189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -456189.500000 Penalty: 2667.936768
	Iteration 70Q: 3 clusters Score -456189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -456190.312500 Penalty: 2667.936768
	Iteration 71Q: 3 clusters Score -456190.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -456190.968750 Penalty: 2667.936768
	Iteration 72Q: 3 clusters Score -456191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -456190.625000 Penalty: 2667.936768
	Iteration 73Q: 3 clusters Score -456190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -456191.062500 Penalty: 2667.936768
	Iteration 74Q: 3 clusters Score -456191.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -456191.062500 Penalty: 2667.936768
	Iteration 75F: 3 clusters Score -456191.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -49352.281250 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -49352.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48378.007812 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -48378.01 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48478.121094 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -48478.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48516.824219 Penalty: 1944.779297
	Iteration 2F: 3 clusters Score -48516.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48532.363281 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -48532.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48545.761719 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -48545.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48549.785156 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -48549.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48551.562500 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -48551.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48552.812500 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -48552.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48554.578125 Penalty: 1944.779297
	Iteration 8Q: 3 clusters Score -48554.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48556.023438 Penalty: 1944.779297
	Iteration 9Q: 3 clusters Score -48556.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48556.023438 Penalty: 1944.779297
	Iteration 10F: 3 clusters Score -48556.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -888432.125000 Penalty: 1442.324951
	Iteration 0F: 2 clusters Score -888432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -883079.312500 Penalty: 2884.649902
	Iteration 0F: 3 clusters Score -883079.3 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -884804.500000 Penalty: 2884.649902
	Iteration 1F: 3 clusters Score -884804.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -885140.375000 Penalty: 2884.649902
	Iteration 2F: 3 clusters Score -885140.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -885488.437500 Penalty: 2884.649902
	Iteration 3F: 3 clusters Score -885488.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -885812.812500 Penalty: 2884.649902
	Iteration 4F: 3 clusters Score -885812.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -886118.187500 Penalty: 2884.649902
	Iteration 5F: 3 clusters Score -886118.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -886397.187500 Penalty: 2884.649902
	Iteration 6F: 3 clusters Score -886397.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -886595.750000 Penalty: 2884.649902
	Iteration 7Q: 3 clusters Score -886595.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -886719.312500 Penalty: 2884.649902
	Iteration 8Q: 3 clusters Score -886719.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -886800.000000 Penalty: 2884.649902
	Iteration 9Q: 3 clusters Score -886800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -886867.000000 Penalty: 2884.649902
	Iteration 10Q: 3 clusters Score -886867 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -886898.625000 Penalty: 2884.649902
	Iteration 11Q: 3 clusters Score -886898.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -886922.875000 Penalty: 2884.649902
	Iteration 12Q: 3 clusters Score -886922.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -886939.250000 Penalty: 2884.649902
	Iteration 13Q: 3 clusters Score -886939.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -886953.125000 Penalty: 2884.649902
	Iteration 14Q: 3 clusters Score -886953.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -886963.375000 Penalty: 2884.649902
	Iteration 15Q: 3 clusters Score -886963.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -886971.250000 Penalty: 2884.649902
	Iteration 16Q: 3 clusters Score -886971.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -886977.687500 Penalty: 2884.649902
	Iteration 17Q: 3 clusters Score -886977.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -886982.812500 Penalty: 2884.649902
	Iteration 18Q: 3 clusters Score -886982.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -886991.125000 Penalty: 2884.649902
	Iteration 19Q: 3 clusters Score -886991.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -886993.875000 Penalty: 2884.649902
	Iteration 20F: 3 clusters Score -886993.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -886998.937500 Penalty: 2884.649902
	Iteration 21Q: 3 clusters Score -886998.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -887001.937500 Penalty: 2884.649902
	Iteration 22Q: 3 clusters Score -887001.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -887002.937500 Penalty: 2884.649902
	Iteration 23Q: 3 clusters Score -887002.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -887004.187500 Penalty: 2884.649902
	Iteration 24Q: 3 clusters Score -887004.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -887006.187500 Penalty: 2884.649902
	Iteration 25Q: 3 clusters Score -887006.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -887008.687500 Penalty: 2884.649902
	Iteration 26Q: 3 clusters Score -887008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -887008.937500 Penalty: 2884.649902
	Iteration 27Q: 3 clusters Score -887008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -887010.000000 Penalty: 2884.649902
	Iteration 28Q: 3 clusters Score -887010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -887009.687500 Penalty: 2884.649902
	Iteration 29Q: 3 clusters Score -887009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -887009.687500 Penalty: 2884.649902
	Iteration 30F: 3 clusters Score -887009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Entering Unmasked Estep 
Score: -4430442.000000 Penalty: 1700.504883
	Iteration 0F: 2 clusters Score -4430442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4406960.000000 Penalty: 3401.009766
	Iteration 0F: 3 clusters Score -4406960 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4415900.000000 Penalty: 3401.009766
	Iteration 1F: 3 clusters Score -4415900 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4416331.000000 Penalty: 3401.009766
	Iteration 2Q: 3 clusters Score -4416331 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4416786.000000 Penalty: 3401.009766
	Iteration 3Q: 3 clusters Score -4416786 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4417389.500000 Penalty: 3401.009766
	Iteration 4Q: 3 clusters Score -4417390 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4418305.000000 Penalty: 3401.009766
	Iteration 5F: 3 clusters Score -4418305 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4419587.000000 Penalty: 3401.009766
	Iteration 6F: 3 clusters Score -4419587 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4421382.000000 Penalty: 3401.009766
	Iteration 7F: 3 clusters Score -4421382 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -4423551.000000 Penalty: 3401.009766
	Iteration 8F: 3 clusters Score -4423551 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4425501.500000 Penalty: 3401.009766
	Iteration 9F: 3 clusters Score -4425502 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4426850.500000 Penalty: 3401.009766
	Iteration 10Q: 3 clusters Score -4426850 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4427767.000000 Penalty: 3401.009766
	Iteration 11Q: 3 clusters Score -4427767 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4428321.000000 Penalty: 3401.009766
	Iteration 12Q: 3 clusters Score -4428321 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4428650.000000 Penalty: 3401.009766
	Iteration 13Q: 3 clusters Score -4428650 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4428848.000000 Penalty: 3401.009766
	Iteration 14Q: 3 clusters Score -4428848 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4428976.000000 Penalty: 3401.009766
	Iteration 15Q: 3 clusters Score -4428976 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4429076.000000 Penalty: 3401.009766
	Iteration 16Q: 3 clusters Score -4429076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4429133.500000 Penalty: 3401.009766
	Iteration 17Q: 3 clusters Score -4429134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4429158.500000 Penalty: 3401.009766
	Iteration 18Q: 3 clusters Score -4429158 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4429183.500000 Penalty: 3401.009766
	Iteration 19Q: 3 clusters Score -4429184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4429211.000000 Penalty: 3401.009766
	Iteration 20F: 3 clusters Score -4429211 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4429231.500000 Penalty: 3401.009766
	Iteration 21Q: 3 clusters Score -4429232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4429243.000000 Penalty: 3401.009766
	Iteration 22Q: 3 clusters Score -4429243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4429262.500000 Penalty: 3401.009766
	Iteration 23Q: 3 clusters Score -4429262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4429271.000000 Penalty: 3401.009766
	Iteration 24Q: 3 clusters Score -4429271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4429272.000000 Penalty: 3401.009766
	Iteration 25Q: 3 clusters Score -4429272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4429284.500000 Penalty: 3401.009766
	Iteration 26Q: 3 clusters Score -4429284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4429306.500000 Penalty: 3401.009766
	Iteration 27Q: 3 clusters Score -4429306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4429302.500000 Penalty: 3401.009766
	Iteration 28Q: 3 clusters Score -4429302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4429312.000000 Penalty: 3401.009766
	Iteration 29Q: 3 clusters Score -4429312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4429323.000000 Penalty: 3401.009766
	Iteration 30Q: 3 clusters Score -4429323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4429321.500000 Penalty: 3401.009766
	Iteration 31Q: 3 clusters Score -4429322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4429322.500000 Penalty: 3401.009766
	Iteration 32Q: 3 clusters Score -4429322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4429323.500000 Penalty: 3401.009766
	Iteration 33Q: 3 clusters Score -4429324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4429328.500000 Penalty: 3401.009766
	Iteration 34Q: 3 clusters Score -4429328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4429326.000000 Penalty: 3401.009766
	Iteration 35Q: 3 clusters Score -4429326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4429327.000000 Penalty: 3401.009766
	Iteration 36Q: 3 clusters Score -4429327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4429334.500000 Penalty: 3401.009766
	Iteration 37Q: 3 clusters Score -4429334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4429336.500000 Penalty: 3401.009766
	Iteration 38Q: 3 clusters Score -4429336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4429336.000000 Penalty: 3401.009766
	Iteration 39Q: 3 clusters Score -4429336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4429336.000000 Penalty: 3401.009766
	Iteration 40F: 3 clusters Score -4429336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -68881.187500 Penalty: 1055.725952
	Iteration 0F: 2 clusters Score -68881.19 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 329 members 
Entering Unmasked Estep 
Score: -67797.234375 Penalty: 2111.451904
	Iteration 0F: 3 clusters Score -67797.23 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -68128.601562 Penalty: 2111.451904
	Iteration 1F: 3 clusters Score -68128.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68221.898438 Penalty: 2111.451904
	Iteration 2F: 3 clusters Score -68221.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68274.710938 Penalty: 2111.451904
	Iteration 3Q: 3 clusters Score -68274.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68297.835938 Penalty: 2111.451904
	Iteration 4Q: 3 clusters Score -68297.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -68308.890625 Penalty: 2111.451904
	Iteration 5Q: 3 clusters Score -68308.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68317.117188 Penalty: 2111.451904
	Iteration 6Q: 3 clusters Score -68317.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68324.250000 Penalty: 2111.451904
	Iteration 7Q: 3 clusters Score -68324.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68332.460938 Penalty: 2111.451904
	Iteration 8Q: 3 clusters Score -68332.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68337.281250 Penalty: 2111.451904
	Iteration 9Q: 3 clusters Score -68337.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -68340.562500 Penalty: 2111.451904
	Iteration 10Q: 3 clusters Score -68340.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68343.421875 Penalty: 2111.451904
	Iteration 11Q: 3 clusters Score -68343.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68345.093750 Penalty: 2111.451904
	Iteration 12Q: 3 clusters Score -68345.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68345.093750 Penalty: 2111.451904
	Iteration 13F: 3 clusters Score -68345.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -18196.134766 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -18196.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17553.345703 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -17553.35 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17704.357422 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -17704.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17807.478516 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -17807.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17868.337891 Penalty: 1782.559082
	Iteration 3F: 3 clusters Score -17868.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -17884.193359 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -17884.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -17911.650391 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -17911.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -17923.830078 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -17923.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -17930.091797 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -17930.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17935.740234 Penalty: 1782.559082
	Iteration 8Q: 3 clusters Score -17935.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17937.714844 Penalty: 1782.559082
	Iteration 9Q: 3 clusters Score -17937.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -17937.714844 Penalty: 1782.559082
	Iteration 10F: 3 clusters Score -17937.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Entering Unmasked Estep 
Score: -729462.937500 Penalty: 1406.500732
	Iteration 0F: 2 clusters Score -729462.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -725005.437500 Penalty: 2813.001465
	Iteration 0F: 3 clusters Score -725005.4 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -726318.562500 Penalty: 2813.001465
	Iteration 1F: 3 clusters Score -726318.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -726547.500000 Penalty: 2813.001465
	Iteration 2F: 3 clusters Score -726547.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -726697.625000 Penalty: 2813.001465
	Iteration 3Q: 3 clusters Score -726697.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -726809.500000 Penalty: 2813.001465
	Iteration 4Q: 3 clusters Score -726809.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -726890.875000 Penalty: 2813.001465
	Iteration 5Q: 3 clusters Score -726890.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -726980.500000 Penalty: 2813.001465
	Iteration 6Q: 3 clusters Score -726980.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -727058.625000 Penalty: 2813.001465
	Iteration 7Q: 3 clusters Score -727058.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -727123.625000 Penalty: 2813.001465
	Iteration 8Q: 3 clusters Score -727123.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -727178.812500 Penalty: 2813.001465
	Iteration 9Q: 3 clusters Score -727178.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -727238.875000 Penalty: 2813.001465
	Iteration 10Q: 3 clusters Score -727238.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -727306.437500 Penalty: 2813.001465
	Iteration 11Q: 3 clusters Score -727306.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -727384.187500 Penalty: 2813.001465
	Iteration 12Q: 3 clusters Score -727384.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -727459.187500 Penalty: 2813.001465
	Iteration 13Q: 3 clusters Score -727459.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -727531.562500 Penalty: 2813.001465
	Iteration 14Q: 3 clusters Score -727531.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -727597.000000 Penalty: 2813.001465
	Iteration 15Q: 3 clusters Score -727597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -727666.250000 Penalty: 2813.001465
	Iteration 16Q: 3 clusters Score -727666.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -727721.375000 Penalty: 2813.001465
	Iteration 17Q: 3 clusters Score -727721.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -727766.187500 Penalty: 2813.001465
	Iteration 18Q: 3 clusters Score -727766.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -727803.125000 Penalty: 2813.001465
	Iteration 19Q: 3 clusters Score -727803.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -727842.187500 Penalty: 2813.001465
	Iteration 20F: 3 clusters Score -727842.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -727876.812500 Penalty: 2813.001465
	Iteration 21Q: 3 clusters Score -727876.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -727908.812500 Penalty: 2813.001465
	Iteration 22Q: 3 clusters Score -727908.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -727944.312500 Penalty: 2813.001465
	Iteration 23Q: 3 clusters Score -727944.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -727977.375000 Penalty: 2813.001465
	Iteration 24Q: 3 clusters Score -727977.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -728003.937500 Penalty: 2813.001465
	Iteration 25Q: 3 clusters Score -728003.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -728033.187500 Penalty: 2813.001465
	Iteration 26Q: 3 clusters Score -728033.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -728059.062500 Penalty: 2813.001465
	Iteration 27Q: 3 clusters Score -728059.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -728076.000000 Penalty: 2813.001465
	Iteration 28Q: 3 clusters Score -728076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -728083.000000 Penalty: 2813.001465
	Iteration 29Q: 3 clusters Score -728083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -728092.687500 Penalty: 2813.001465
	Iteration 30Q: 3 clusters Score -728092.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -728103.500000 Penalty: 2813.001465
	Iteration 31Q: 3 clusters Score -728103.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -728112.312500 Penalty: 2813.001465
	Iteration 32Q: 3 clusters Score -728112.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -728122.000000 Penalty: 2813.001465
	Iteration 33Q: 3 clusters Score -728122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -728126.812500 Penalty: 2813.001465
	Iteration 34Q: 3 clusters Score -728126.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -728131.750000 Penalty: 2813.001465
	Iteration 35Q: 3 clusters Score -728131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -728134.187500 Penalty: 2813.001465
	Iteration 36Q: 3 clusters Score -728134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -728138.375000 Penalty: 2813.001465
	Iteration 37Q: 3 clusters Score -728138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -728138.500000 Penalty: 2813.001465
	Iteration 38Q: 3 clusters Score -728138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -728141.687500 Penalty: 2813.001465
	Iteration 39Q: 3 clusters Score -728141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -728143.187500 Penalty: 2813.001465
	Iteration 40F: 3 clusters Score -728143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -728143.250000 Penalty: 2813.001465
	Iteration 41Q: 3 clusters Score -728143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -728144.375000 Penalty: 2813.001465
	Iteration 42Q: 3 clusters Score -728144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -728144.375000 Penalty: 2813.001465
	Iteration 43Q: 3 clusters Score -728144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -728147.000000 Penalty: 2813.001465
	Iteration 44Q: 3 clusters Score -728147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -728150.437500 Penalty: 2813.001465
	Iteration 45Q: 3 clusters Score -728150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -728154.812500 Penalty: 2813.001465
	Iteration 46Q: 3 clusters Score -728154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -728158.000000 Penalty: 2813.001465
	Iteration 47Q: 3 clusters Score -728158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -728159.937500 Penalty: 2813.001465
	Iteration 48Q: 3 clusters Score -728159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -728161.750000 Penalty: 2813.001465
	Iteration 49Q: 3 clusters Score -728161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -728162.625000 Penalty: 2813.001465
	Iteration 50Q: 3 clusters Score -728162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -728163.937500 Penalty: 2813.001465
	Iteration 51Q: 3 clusters Score -728163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -728164.000000 Penalty: 2813.001465
	Iteration 52Q: 3 clusters Score -728164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -728164.250000 Penalty: 2813.001465
	Iteration 53Q: 3 clusters Score -728164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -728164.250000 Penalty: 2813.001465
	Iteration 54F: 3 clusters Score -728164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -287220.343750 Penalty: 1254.214111
	Iteration 0F: 2 clusters Score -287220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -284952.593750 Penalty: 2508.428223
	Iteration 0F: 3 clusters Score -284952.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -285442.687500 Penalty: 2508.428223
	Iteration 1F: 3 clusters Score -285442.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -285559.093750 Penalty: 2508.428223
	Iteration 2F: 3 clusters Score -285559.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -285634.781250 Penalty: 2508.428223
	Iteration 3Q: 3 clusters Score -285634.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -285687.718750 Penalty: 2508.428223
	Iteration 4Q: 3 clusters Score -285687.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -285725.312500 Penalty: 2508.428223
	Iteration 5Q: 3 clusters Score -285725.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -285748.562500 Penalty: 2508.428223
	Iteration 6Q: 3 clusters Score -285748.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -285774.187500 Penalty: 2508.428223
	Iteration 7Q: 3 clusters Score -285774.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -285799.718750 Penalty: 2508.428223
	Iteration 8Q: 3 clusters Score -285799.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -285817.687500 Penalty: 2508.428223
	Iteration 9Q: 3 clusters Score -285817.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -285836.812500 Penalty: 2508.428223
	Iteration 10Q: 3 clusters Score -285836.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285851.968750 Penalty: 2508.428223
	Iteration 11Q: 3 clusters Score -285852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -285861.968750 Penalty: 2508.428223
	Iteration 12Q: 3 clusters Score -285862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -285872.468750 Penalty: 2508.428223
	Iteration 13Q: 3 clusters Score -285872.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -285880.968750 Penalty: 2508.428223
	Iteration 14Q: 3 clusters Score -285881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -285892.750000 Penalty: 2508.428223
	Iteration 15Q: 3 clusters Score -285892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -285900.093750 Penalty: 2508.428223
	Iteration 16Q: 3 clusters Score -285900.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -285907.406250 Penalty: 2508.428223
	Iteration 17Q: 3 clusters Score -285907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -285912.500000 Penalty: 2508.428223
	Iteration 18Q: 3 clusters Score -285912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -285916.812500 Penalty: 2508.428223
	Iteration 19Q: 3 clusters Score -285916.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -285921.437500 Penalty: 2508.428223
	Iteration 20F: 3 clusters Score -285921.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -285927.031250 Penalty: 2508.428223
	Iteration 21Q: 3 clusters Score -285927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -285932.500000 Penalty: 2508.428223
	Iteration 22Q: 3 clusters Score -285932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -285935.125000 Penalty: 2508.428223
	Iteration 23Q: 3 clusters Score -285935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -285936.406250 Penalty: 2508.428223
	Iteration 24Q: 3 clusters Score -285936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285936.343750 Penalty: 2508.428223
	Iteration 25Q: 3 clusters Score -285936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -285936.343750 Penalty: 2508.428223
	Iteration 26F: 3 clusters Score -285936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107666 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 21964 members 
Mstep: Class 8 contains 70575 members 
Mstep: Class 9 contains 13379 members 
Mstep: Class 10 contains 6231 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 83327 members 
Mstep: Class 13 contains 1922 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 7374 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60910 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35054 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781176.000000 Penalty: 57374.648438
Iteration 119Q: 28 clusters Score -5.978118e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 173 members 
Mstep: Class 3 contains 107658 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 21964 members 
Mstep: Class 8 contains 70575 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 6241 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 83329 members 
Mstep: Class 13 contains 1925 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16611 members 
Mstep: Class 16 contains 7372 members 
Mstep: Class 17 contains 369 members 
Mstep: Class 18 contains 60906 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35053 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5747 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781160.000000 Penalty: 57374.648438
Iteration 120F: 28 clusters Score -5.978116e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3333 members 
Mstep: Class 7 contains 21962 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 13383 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 83333 members 
Mstep: Class 13 contains 1927 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16593 members 
Mstep: Class 16 contains 7371 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60904 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 35051 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5758 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781108.000000 Penalty: 57374.648438
Iteration 121Q: 28 clusters Score -5.978111e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107654 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3335 members 
Mstep: Class 7 contains 21956 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 13384 members 
Mstep: Class 10 contains 6246 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 83336 members 
Mstep: Class 13 contains 1930 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 16 contains 7370 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60907 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7154 members 
Mstep: Class 23 contains 35055 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5769 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781132.000000 Penalty: 57374.648438
Iteration 122Q: 28 clusters Score -5.978113e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107653 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21947 members 
Mstep: Class 8 contains 70570 members 
Mstep: Class 9 contains 13382 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 83339 members 
Mstep: Class 13 contains 1933 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16570 members 
Mstep: Class 16 contains 7367 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60908 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7156 members 
Mstep: Class 23 contains 35060 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5776 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781132.000000 Penalty: 57374.648438
Iteration 123Q: 28 clusters Score -5.978113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107653 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21943 members 
Mstep: Class 8 contains 70563 members 
Mstep: Class 9 contains 13381 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 83345 members 
Mstep: Class 13 contains 1935 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16551 members 
Mstep: Class 16 contains 7366 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60906 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 35062 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781168.000000 Penalty: 57374.648438
Iteration 124Q: 28 clusters Score -5.978117e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107652 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21938 members 
Mstep: Class 8 contains 70558 members 
Mstep: Class 9 contains 13380 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83346 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16532 members 
Mstep: Class 16 contains 7366 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60903 members 
Mstep: Class 19 contains 17205 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 35060 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5814 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781196.000000 Penalty: 57374.648438
Iteration 125Q: 28 clusters Score -5.97812e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107653 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21939 members 
Mstep: Class 8 contains 70552 members 
Mstep: Class 9 contains 13378 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 83355 members 
Mstep: Class 13 contains 1941 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16512 members 
Mstep: Class 16 contains 7365 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60902 members 
Mstep: Class 19 contains 17205 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35062 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5824 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781268.000000 Penalty: 57374.648438
Iteration 126Q: 28 clusters Score -5.978127e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107654 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21938 members 
Mstep: Class 8 contains 70547 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 6255 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 83364 members 
Mstep: Class 13 contains 1943 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16494 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60898 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 35065 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5837 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781232.000000 Penalty: 57374.648438
Iteration 127Q: 28 clusters Score -5.978123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107649 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21936 members 
Mstep: Class 8 contains 70545 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 83369 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16484 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60898 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 35071 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5843 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781196.000000 Penalty: 57374.648438
Iteration 128Q: 28 clusters Score -5.97812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107648 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21933 members 
Mstep: Class 8 contains 70544 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 83372 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16474 members 
Mstep: Class 16 contains 7359 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60898 members 
Mstep: Class 19 contains 17204 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7159 members 
Mstep: Class 23 contains 35076 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5851 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781200.000000 Penalty: 57374.648438
Iteration 129Q: 28 clusters Score -5.97812e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107648 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21934 members 
Mstep: Class 8 contains 70542 members 
Mstep: Class 9 contains 13376 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 83377 members 
Mstep: Class 13 contains 1946 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16468 members 
Mstep: Class 16 contains 7358 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60899 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 35077 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5855 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781168.000000 Penalty: 57374.648438
Iteration 130Q: 28 clusters Score -5.978117e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107647 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21931 members 
Mstep: Class 8 contains 70541 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 6259 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 83380 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16461 members 
Mstep: Class 16 contains 7356 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60900 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7154 members 
Mstep: Class 23 contains 35077 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5864 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781212.000000 Penalty: 57374.648438
Iteration 131Q: 28 clusters Score -5.978121e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107647 members 
Mstep: Class 4 contains 2577 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21928 members 
Mstep: Class 8 contains 70539 members 
Mstep: Class 9 contains 13376 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83379 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16452 members 
Mstep: Class 16 contains 7357 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60901 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7153 members 
Mstep: Class 23 contains 35077 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5874 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781196.000000 Penalty: 57374.648438
Iteration 132Q: 28 clusters Score -5.97812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107645 members 
Mstep: Class 4 contains 2576 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21927 members 
Mstep: Class 8 contains 70540 members 
Mstep: Class 9 contains 13374 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83384 members 
Mstep: Class 13 contains 1956 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16443 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60902 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7152 members 
Mstep: Class 23 contains 35078 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5883 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781192.000000 Penalty: 57374.648438
Iteration 133Q: 28 clusters Score -5.978119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107645 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3339 members 
Mstep: Class 7 contains 21924 members 
Mstep: Class 8 contains 70540 members 
Mstep: Class 9 contains 13374 members 
Mstep: Class 10 contains 6261 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83395 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16430 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60903 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7149 members 
Mstep: Class 23 contains 35080 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781188.000000 Penalty: 57374.648438
Iteration 134Q: 28 clusters Score -5.978119e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107644 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 21919 members 
Mstep: Class 8 contains 70543 members 
Mstep: Class 9 contains 13375 members 
Mstep: Class 10 contains 6264 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83404 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16412 members 
Mstep: Class 16 contains 7354 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60899 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7145 members 
Mstep: Class 23 contains 35090 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5894 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781204.000000 Penalty: 57374.648438
Iteration 135Q: 28 clusters Score -5.97812e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107642 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 21914 members 
Mstep: Class 8 contains 70542 members 
Mstep: Class 9 contains 13372 members 
Mstep: Class 10 contains 6265 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83408 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16409 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60899 members 
Mstep: Class 19 contains 17203 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7144 members 
Mstep: Class 23 contains 35093 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781208.000000 Penalty: 57374.648438
Iteration 136Q: 28 clusters Score -5.978121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107642 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 21912 members 
Mstep: Class 8 contains 70541 members 
Mstep: Class 9 contains 13370 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83412 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16407 members 
Mstep: Class 16 contains 7347 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60899 members 
Mstep: Class 19 contains 17202 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7143 members 
Mstep: Class 23 contains 35097 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5905 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781168.000000 Penalty: 57374.648438
Iteration 137Q: 28 clusters Score -5.978117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107641 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 21912 members 
Mstep: Class 8 contains 70540 members 
Mstep: Class 9 contains 13370 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 83415 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16400 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60895 members 
Mstep: Class 19 contains 17202 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7140 members 
Mstep: Class 23 contains 35103 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5910 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781188.000000 Penalty: 57374.648438
Iteration 138Q: 28 clusters Score -5.978119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107642 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 21910 members 
Mstep: Class 8 contains 70538 members 
Mstep: Class 9 contains 13366 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 83417 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16403 members 
Mstep: Class 16 contains 7347 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60894 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7140 members 
Mstep: Class 23 contains 35102 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5913 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781168.000000 Penalty: 57374.648438
Iteration 139Q: 28 clusters Score -5.978117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107643 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 21912 members 
Mstep: Class 8 contains 70535 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 83421 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16404 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60890 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7141 members 
Mstep: Class 23 contains 35101 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5914 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781168.000000 Penalty: 57374.648438
Iteration 140F: 28 clusters Score -5.978117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107639 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 21912 members 
Mstep: Class 8 contains 70535 members 
Mstep: Class 9 contains 13359 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 83424 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16399 members 
Mstep: Class 16 contains 7351 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60890 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7145 members 
Mstep: Class 23 contains 35101 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5914 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781180.000000 Penalty: 57374.648438
Iteration 141Q: 28 clusters Score -5.978118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107636 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21911 members 
Mstep: Class 8 contains 70536 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 6269 members 
Mstep: Class 11 contains 7436 members 
Mstep: Class 12 contains 83426 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16394 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60889 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7148 members 
Mstep: Class 23 contains 35104 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5916 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781208.000000 Penalty: 57374.648438
Iteration 142Q: 28 clusters Score -5.978121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107637 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21910 members 
Mstep: Class 8 contains 70535 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6269 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 83427 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16391 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60886 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7150 members 
Mstep: Class 23 contains 35105 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5918 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781204.000000 Penalty: 57374.648438
Iteration 143Q: 28 clusters Score -5.97812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107640 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 21904 members 
Mstep: Class 8 contains 70534 members 
Mstep: Class 9 contains 13356 members 
Mstep: Class 10 contains 6270 members 
Mstep: Class 11 contains 7438 members 
Mstep: Class 12 contains 83426 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16387 members 
Mstep: Class 16 contains 7350 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60886 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7152 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781256.000000 Penalty: 57374.648438
Iteration 144Q: 28 clusters Score -5.978126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107642 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21901 members 
Mstep: Class 8 contains 70531 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 6271 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 83427 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16388 members 
Mstep: Class 16 contains 7349 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60888 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7152 members 
Mstep: Class 23 contains 35106 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5918 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781260.000000 Penalty: 57374.648438
Iteration 145Q: 28 clusters Score -5.978126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107641 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21899 members 
Mstep: Class 8 contains 70529 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6271 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 83431 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16388 members 
Mstep: Class 16 contains 7349 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60889 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7154 members 
Mstep: Class 23 contains 35106 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5916 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781304.000000 Penalty: 57374.648438
Iteration 146Q: 28 clusters Score -5.97813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107644 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21896 members 
Mstep: Class 8 contains 70526 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6271 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 83433 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7349 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60888 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 35105 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781248.000000 Penalty: 57374.648438
Iteration 147Q: 28 clusters Score -5.978125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107647 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21895 members 
Mstep: Class 8 contains 70523 members 
Mstep: Class 9 contains 13356 members 
Mstep: Class 10 contains 6271 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 83435 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16384 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60887 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7158 members 
Mstep: Class 23 contains 35106 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781256.000000 Penalty: 57374.648438
Iteration 148Q: 28 clusters Score -5.978126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107647 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70521 members 
Mstep: Class 9 contains 13356 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 83434 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16383 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60885 members 
Mstep: Class 19 contains 17201 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5918 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781268.000000 Penalty: 57374.648438
Iteration 149Q: 28 clusters Score -5.978127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107650 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21892 members 
Mstep: Class 8 contains 70520 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83432 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16384 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60886 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 35107 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781276.000000 Penalty: 57374.648438
Iteration 150Q: 28 clusters Score -5.978128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107652 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21892 members 
Mstep: Class 8 contains 70517 members 
Mstep: Class 9 contains 13356 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83433 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16384 members 
Mstep: Class 16 contains 7344 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60886 members 
Mstep: Class 19 contains 17200 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7164 members 
Mstep: Class 23 contains 35106 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781292.000000 Penalty: 57374.648438
Iteration 151Q: 28 clusters Score -5.978129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21892 members 
Mstep: Class 8 contains 70513 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83435 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16383 members 
Mstep: Class 16 contains 7343 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60885 members 
Mstep: Class 19 contains 17199 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 35107 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781300.000000 Penalty: 57374.648438
Iteration 152Q: 28 clusters Score -5.97813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107655 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 70510 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83439 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60885 members 
Mstep: Class 19 contains 17198 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781284.000000 Penalty: 57374.648438
Iteration 153Q: 28 clusters Score -5.978128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107653 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70509 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83439 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60885 members 
Mstep: Class 19 contains 17198 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35109 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781248.000000 Penalty: 57374.648438
Iteration 154Q: 28 clusters Score -5.978125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70502 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83440 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60887 members 
Mstep: Class 19 contains 17198 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35109 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781232.000000 Penalty: 57374.648438
Iteration 155Q: 28 clusters Score -5.978123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70501 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83442 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60888 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781228.000000 Penalty: 57374.648438
Iteration 156Q: 28 clusters Score -5.978123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107656 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70499 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83444 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60889 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781224.000000 Penalty: 57374.648438
Iteration 157Q: 28 clusters Score -5.978122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70496 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83445 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16385 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60890 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781232.000000 Penalty: 57374.648438
Iteration 158Q: 28 clusters Score -5.978123e+07 nChanged 4
Entering ConstructFrom: 
Score: -59781232.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -51433.421875 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -51433.42 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 250 members 
Entering Unmasked Estep 
Score: -50467.082031 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -50467.08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50739.957031 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -50739.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50950.617188 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -50950.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51070.296875 Penalty: 2013.844360
	Iteration 3F: 3 clusters Score -51070.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -51110.472656 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -51110.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -51128.152344 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -51128.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -51130.289062 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -51130.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51132.664062 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -51132.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51132.664062 Penalty: 2013.844360
	Iteration 8F: 3 clusters Score -51132.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Entering Unmasked Estep 
Score: -11683.013672 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -11683.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11133.331055 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -11133.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11328.184570 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -11328.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11414.004883 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -11414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -11434.604492 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -11434.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11439.840820 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -11439.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11439.840820 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -11439.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (107657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Entering Unmasked Estep 
Score: -13932015.000000 Penalty: 1882.839600
	Iteration 0F: 2 clusters Score -1.393202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -13863808.000000 Penalty: 3765.679199
	Iteration 0F: 3 clusters Score -1.386381e+07 nChanged 51438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -13893752.000000 Penalty: 3765.679199
	Iteration 1F: 3 clusters Score -1.389375e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -13894795.000000 Penalty: 3765.679199
	Iteration 2Q: 3 clusters Score -1.38948e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -13896109.000000 Penalty: 3765.679199
	Iteration 3Q: 3 clusters Score -1.389611e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -13897840.000000 Penalty: 3765.679199
	Iteration 4Q: 3 clusters Score -1.389784e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -13900581.000000 Penalty: 3765.679199
	Iteration 5F: 3 clusters Score -1.390058e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -13904043.000000 Penalty: 3765.679199
	Iteration 6F: 3 clusters Score -1.390404e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75892 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -13908541.000000 Penalty: 3765.679199
	Iteration 7F: 3 clusters Score -1.390854e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -13913488.000000 Penalty: 3765.679199
	Iteration 8F: 3 clusters Score -1.391349e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86274 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -13918559.000000 Penalty: 3765.679199
	Iteration 9F: 3 clusters Score -1.391856e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -13922721.000000 Penalty: 3765.679199
	Iteration 10Q: 3 clusters Score -1.392272e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -13925294.000000 Penalty: 3765.679199
	Iteration 11Q: 3 clusters Score -1.392529e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -13926411.000000 Penalty: 3765.679199
	Iteration 12Q: 3 clusters Score -1.392641e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -13926871.000000 Penalty: 3765.679199
	Iteration 13Q: 3 clusters Score -1.392687e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91976 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -13927202.000000 Penalty: 3765.679199
	Iteration 14Q: 3 clusters Score -1.39272e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -13927357.000000 Penalty: 3765.679199
	Iteration 15Q: 3 clusters Score -1.392736e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -13927508.000000 Penalty: 3765.679199
	Iteration 16Q: 3 clusters Score -1.392751e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -13927619.000000 Penalty: 3765.679199
	Iteration 17Q: 3 clusters Score -1.392762e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -13927674.000000 Penalty: 3765.679199
	Iteration 18Q: 3 clusters Score -1.392767e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -13927813.000000 Penalty: 3765.679199
	Iteration 19Q: 3 clusters Score -1.392781e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91730 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -13927934.000000 Penalty: 3765.679199
	Iteration 20F: 3 clusters Score -1.392793e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91489 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -13928018.000000 Penalty: 3765.679199
	Iteration 21Q: 3 clusters Score -1.392802e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -13928096.000000 Penalty: 3765.679199
	Iteration 22Q: 3 clusters Score -1.39281e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90873 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -13928134.000000 Penalty: 3765.679199
	Iteration 23Q: 3 clusters Score -1.392813e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -13928315.000000 Penalty: 3765.679199
	Iteration 24Q: 3 clusters Score -1.392832e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -13928446.000000 Penalty: 3765.679199
	Iteration 25Q: 3 clusters Score -1.392845e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -13928635.000000 Penalty: 3765.679199
	Iteration 26Q: 3 clusters Score -1.392864e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88898 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -13928884.000000 Penalty: 3765.679199
	Iteration 27Q: 3 clusters Score -1.392888e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -13929095.000000 Penalty: 3765.679199
	Iteration 28Q: 3 clusters Score -1.39291e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -13929443.000000 Penalty: 3765.679199
	Iteration 29Q: 3 clusters Score -1.392944e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86654 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -13929788.000000 Penalty: 3765.679199
	Iteration 30Q: 3 clusters Score -1.392979e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85807 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -13930158.000000 Penalty: 3765.679199
	Iteration 31Q: 3 clusters Score -1.393016e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -13930549.000000 Penalty: 3765.679199
	Iteration 32Q: 3 clusters Score -1.393055e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -13930916.000000 Penalty: 3765.679199
	Iteration 33Q: 3 clusters Score -1.393092e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -13931304.000000 Penalty: 3765.679199
	Iteration 34Q: 3 clusters Score -1.39313e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -13931502.000000 Penalty: 3765.679199
	Iteration 35Q: 3 clusters Score -1.39315e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -13931775.000000 Penalty: 3765.679199
	Iteration 36Q: 3 clusters Score -1.393178e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -13932016.000000 Penalty: 3765.679199
	Iteration 37Q: 3 clusters Score -1.393202e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80073 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -13932198.000000 Penalty: 3765.679199
	Iteration 38Q: 3 clusters Score -1.39322e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -13932366.000000 Penalty: 3765.679199
	Iteration 39Q: 3 clusters Score -1.393237e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -13932761.000000 Penalty: 3765.679199
	Iteration 40F: 3 clusters Score -1.393276e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -13933129.000000 Penalty: 3765.679199
	Iteration 41Q: 3 clusters Score -1.393313e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -13933454.000000 Penalty: 3765.679199
	Iteration 42Q: 3 clusters Score -1.393345e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -13933785.000000 Penalty: 3765.679199
	Iteration 43Q: 3 clusters Score -1.393378e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -13934002.000000 Penalty: 3765.679199
	Iteration 44Q: 3 clusters Score -1.3934e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -13934272.000000 Penalty: 3765.679199
	Iteration 45Q: 3 clusters Score -1.393427e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -13934472.000000 Penalty: 3765.679199
	Iteration 46Q: 3 clusters Score -1.393447e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -13934644.000000 Penalty: 3765.679199
	Iteration 47Q: 3 clusters Score -1.393464e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -13934709.000000 Penalty: 3765.679199
	Iteration 48Q: 3 clusters Score -1.393471e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -13934859.000000 Penalty: 3765.679199
	Iteration 49Q: 3 clusters Score -1.393486e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -13934951.000000 Penalty: 3765.679199
	Iteration 50Q: 3 clusters Score -1.393495e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -13935031.000000 Penalty: 3765.679199
	Iteration 51Q: 3 clusters Score -1.393503e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -13935125.000000 Penalty: 3765.679199
	Iteration 52Q: 3 clusters Score -1.393512e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -13935274.000000 Penalty: 3765.679199
	Iteration 53Q: 3 clusters Score -1.393527e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -13935306.000000 Penalty: 3765.679199
	Iteration 54Q: 3 clusters Score -1.393531e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -13935360.000000 Penalty: 3765.679199
	Iteration 55Q: 3 clusters Score -1.393536e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -13935398.000000 Penalty: 3765.679199
	Iteration 56Q: 3 clusters Score -1.39354e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -13935456.000000 Penalty: 3765.679199
	Iteration 57Q: 3 clusters Score -1.393546e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67426 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -13935486.000000 Penalty: 3765.679199
	Iteration 58Q: 3 clusters Score -1.393549e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -13935491.000000 Penalty: 3765.679199
	Iteration 59Q: 3 clusters Score -1.393549e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -13935502.000000 Penalty: 3765.679199
	Iteration 60F: 3 clusters Score -1.39355e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -13935573.000000 Penalty: 3765.679199
	Iteration 61Q: 3 clusters Score -1.393557e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -13935616.000000 Penalty: 3765.679199
	Iteration 62Q: 3 clusters Score -1.393562e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -13935581.000000 Penalty: 3765.679199
	Iteration 63Q: 3 clusters Score -1.393558e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -13935611.000000 Penalty: 3765.679199
	Iteration 64Q: 3 clusters Score -1.393561e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -13935608.000000 Penalty: 3765.679199
	Iteration 65Q: 3 clusters Score -1.393561e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -13935618.000000 Penalty: 3765.679199
	Iteration 66Q: 3 clusters Score -1.393562e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -13935593.000000 Penalty: 3765.679199
	Iteration 67Q: 3 clusters Score -1.393559e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -13935617.000000 Penalty: 3765.679199
	Iteration 68Q: 3 clusters Score -1.393562e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -13935673.000000 Penalty: 3765.679199
	Iteration 69Q: 3 clusters Score -1.393567e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -13935661.000000 Penalty: 3765.679199
	Iteration 70Q: 3 clusters Score -1.393566e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64796 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -13935689.000000 Penalty: 3765.679199
	Iteration 71Q: 3 clusters Score -1.393569e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -13935706.000000 Penalty: 3765.679199
	Iteration 72Q: 3 clusters Score -1.393571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -13935700.000000 Penalty: 3765.679199
	Iteration 73Q: 3 clusters Score -1.39357e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -13935696.000000 Penalty: 3765.679199
	Iteration 74Q: 3 clusters Score -1.39357e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -13935702.000000 Penalty: 3765.679199
	Iteration 75Q: 3 clusters Score -1.39357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -13935727.000000 Penalty: 3765.679199
	Iteration 76Q: 3 clusters Score -1.393573e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -13935724.000000 Penalty: 3765.679199
	Iteration 77Q: 3 clusters Score -1.393572e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64335 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -13935742.000000 Penalty: 3765.679199
	Iteration 78Q: 3 clusters Score -1.393574e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -13935734.000000 Penalty: 3765.679199
	Iteration 79Q: 3 clusters Score -1.393573e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -13935717.000000 Penalty: 3765.679199
	Iteration 80F: 3 clusters Score -1.393572e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -13935711.000000 Penalty: 3765.679199
	Iteration 81Q: 3 clusters Score -1.393571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -13935726.000000 Penalty: 3765.679199
	Iteration 82Q: 3 clusters Score -1.393573e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -13935702.000000 Penalty: 3765.679199
	Iteration 83Q: 3 clusters Score -1.39357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64159 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -13935698.000000 Penalty: 3765.679199
	Iteration 84Q: 3 clusters Score -1.39357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64143 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -13935695.000000 Penalty: 3765.679199
	Iteration 85Q: 3 clusters Score -1.39357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64129 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -13935696.000000 Penalty: 3765.679199
	Iteration 86Q: 3 clusters Score -1.39357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64113 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -13935702.000000 Penalty: 3765.679199
	Iteration 87Q: 3 clusters Score -1.39357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -13935705.000000 Penalty: 3765.679199
	Iteration 88Q: 3 clusters Score -1.39357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -13935687.000000 Penalty: 3765.679199
	Iteration 89Q: 3 clusters Score -1.393569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64064 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -13935707.000000 Penalty: 3765.679199
	Iteration 90Q: 3 clusters Score -1.393571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -13935698.000000 Penalty: 3765.679199
	Iteration 91Q: 3 clusters Score -1.39357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -13935708.000000 Penalty: 3765.679199
	Iteration 92Q: 3 clusters Score -1.393571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -13935702.000000 Penalty: 3765.679199
	Iteration 93Q: 3 clusters Score -1.39357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -13935700.000000 Penalty: 3765.679199
	Iteration 94Q: 3 clusters Score -1.39357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64025 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -13935711.000000 Penalty: 3765.679199
	Iteration 95Q: 3 clusters Score -1.393571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64015 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -13935713.000000 Penalty: 3765.679199
	Iteration 96Q: 3 clusters Score -1.393571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -13935702.000000 Penalty: 3765.679199
	Iteration 97Q: 3 clusters Score -1.39357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -13935704.000000 Penalty: 3765.679199
	Iteration 98Q: 3 clusters Score -1.39357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -13935707.000000 Penalty: 3765.679199
	Iteration 99Q: 3 clusters Score -1.393571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -13935698.000000 Penalty: 3765.679199
	Iteration 100F: 3 clusters Score -1.39357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -13935694.000000 Penalty: 3765.679199
	Iteration 101Q: 3 clusters Score -1.393569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -13935695.000000 Penalty: 3765.679199
	Iteration 102Q: 3 clusters Score -1.39357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -13935704.000000 Penalty: 3765.679199
	Iteration 103Q: 3 clusters Score -1.39357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -13935702.000000 Penalty: 3765.679199
	Iteration 104Q: 3 clusters Score -1.39357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -13935708.000000 Penalty: 3765.679199
	Iteration 105Q: 3 clusters Score -1.393571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -13935707.000000 Penalty: 3765.679199
	Iteration 106Q: 3 clusters Score -1.393571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -13935700.000000 Penalty: 3765.679199
	Iteration 107Q: 3 clusters Score -1.39357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -13935700.000000 Penalty: 3765.679199
	Iteration 108F: 3 clusters Score -1.39357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 63967 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70493 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83449 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16384 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 370 members 
Mstep: Class 18 contains 60890 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 43690 members 
Entering Unmasked Estep 
Score: -59784228.000000 Penalty: 59499.636719
Splitting cluster 3 changes total score from -59781232.000000 to -59784228.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 4 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -304460.656250 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -304460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -302025.125000 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -302025.1 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -302713.156250 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -302713.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -302948.906250 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -302948.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303172.312500 Penalty: 2552.295166
	Iteration 3F: 3 clusters Score -303172.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -303399.656250 Penalty: 2552.295166
	Iteration 4F: 3 clusters Score -303399.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -303562.656250 Penalty: 2552.295166
	Iteration 5F: 3 clusters Score -303562.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -303639.031250 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -303639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -303685.125000 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -303685.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -303729.968750 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -303730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -303756.281250 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -303756.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -303772.312500 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -303772.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -303793.218750 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -303793.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -303813.562500 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -303813.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303822.968750 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -303823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -303829.375000 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -303829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -303831.906250 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -303831.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -303834.250000 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -303834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -303837.625000 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -303837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -303838.656250 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -303838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -303839.718750 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -303839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -303840.187500 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -303840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -303841.125000 Penalty: 2552.295166
	Iteration 21Q: 3 clusters Score -303841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -303842.125000 Penalty: 2552.295166
	Iteration 22Q: 3 clusters Score -303842.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -303842.968750 Penalty: 2552.295166
	Iteration 23Q: 3 clusters Score -303843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -303850.937500 Penalty: 2552.295166
	Iteration 24Q: 3 clusters Score -303850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -303857.250000 Penalty: 2552.295166
	Iteration 25Q: 3 clusters Score -303857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -303863.343750 Penalty: 2552.295166
	Iteration 26Q: 3 clusters Score -303863.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -303869.781250 Penalty: 2552.295166
	Iteration 27Q: 3 clusters Score -303869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -303878.375000 Penalty: 2552.295166
	Iteration 28Q: 3 clusters Score -303878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -303880.781250 Penalty: 2552.295166
	Iteration 29Q: 3 clusters Score -303880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -303881.593750 Penalty: 2552.295166
	Iteration 30Q: 3 clusters Score -303881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -303883.500000 Penalty: 2552.295166
	Iteration 31Q: 3 clusters Score -303883.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -303886.062500 Penalty: 2552.295166
	Iteration 32Q: 3 clusters Score -303886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -303887.968750 Penalty: 2552.295166
	Iteration 33Q: 3 clusters Score -303888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -303888.281250 Penalty: 2552.295166
	Iteration 34Q: 3 clusters Score -303888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -303889.218750 Penalty: 2552.295166
	Iteration 35Q: 3 clusters Score -303889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -303889.937500 Penalty: 2552.295166
	Iteration 36Q: 3 clusters Score -303889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -303893.062500 Penalty: 2552.295166
	Iteration 37Q: 3 clusters Score -303893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -303895.906250 Penalty: 2552.295166
	Iteration 38Q: 3 clusters Score -303895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -303897.718750 Penalty: 2552.295166
	Iteration 39Q: 3 clusters Score -303897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -303902.218750 Penalty: 2552.295166
	Iteration 40F: 3 clusters Score -303902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -303905.156250 Penalty: 2552.295166
	Iteration 41Q: 3 clusters Score -303905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -303905.437500 Penalty: 2552.295166
	Iteration 42Q: 3 clusters Score -303905.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -303905.593750 Penalty: 2552.295166
	Iteration 43Q: 3 clusters Score -303905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -303905.593750 Penalty: 2552.295166
	Iteration 44F: 3 clusters Score -303905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -88944.195312 Penalty: 1067.768433
	Iteration 0F: 2 clusters Score -88944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87690.828125 Penalty: 2135.536865
	Iteration 0F: 3 clusters Score -87690.83 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87903.437500 Penalty: 2135.536865
	Iteration 1F: 3 clusters Score -87903.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87978.195312 Penalty: 2135.536865
	Iteration 2F: 3 clusters Score -87978.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88028.460938 Penalty: 2135.536865
	Iteration 3F: 3 clusters Score -88028.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88056.515625 Penalty: 2135.536865
	Iteration 4Q: 3 clusters Score -88056.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88073.953125 Penalty: 2135.536865
	Iteration 5Q: 3 clusters Score -88073.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88085.164062 Penalty: 2135.536865
	Iteration 6Q: 3 clusters Score -88085.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88093.085938 Penalty: 2135.536865
	Iteration 7Q: 3 clusters Score -88093.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88096.625000 Penalty: 2135.536865
	Iteration 8Q: 3 clusters Score -88096.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88100.750000 Penalty: 2135.536865
	Iteration 9Q: 3 clusters Score -88100.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88104.812500 Penalty: 2135.536865
	Iteration 10Q: 3 clusters Score -88104.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88104.812500 Penalty: 2135.536865
	Iteration 11F: 3 clusters Score -88104.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -398254.593750 Penalty: 1318.772095
	Iteration 0F: 2 clusters Score -398254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -395388.187500 Penalty: 2637.544189
	Iteration 0F: 3 clusters Score -395388.2 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -396140.625000 Penalty: 2637.544189
	Iteration 1F: 3 clusters Score -396140.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -396281.031250 Penalty: 2637.544189
	Iteration 2F: 3 clusters Score -396281 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -396375.625000 Penalty: 2637.544189
	Iteration 3Q: 3 clusters Score -396375.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -396460.093750 Penalty: 2637.544189
	Iteration 4Q: 3 clusters Score -396460.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -396532.468750 Penalty: 2637.544189
	Iteration 5Q: 3 clusters Score -396532.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396578.562500 Penalty: 2637.544189
	Iteration 6Q: 3 clusters Score -396578.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -396628.562500 Penalty: 2637.544189
	Iteration 7Q: 3 clusters Score -396628.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -396703.406250 Penalty: 2637.544189
	Iteration 8Q: 3 clusters Score -396703.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -396788.937500 Penalty: 2637.544189
	Iteration 9Q: 3 clusters Score -396788.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -396867.781250 Penalty: 2637.544189
	Iteration 10Q: 3 clusters Score -396867.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -396941.593750 Penalty: 2637.544189
	Iteration 11Q: 3 clusters Score -396941.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396984.750000 Penalty: 2637.544189
	Iteration 12Q: 3 clusters Score -396984.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -397029.343750 Penalty: 2637.544189
	Iteration 13Q: 3 clusters Score -397029.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -397070.375000 Penalty: 2637.544189
	Iteration 14Q: 3 clusters Score -397070.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -397098.312500 Penalty: 2637.544189
	Iteration 15Q: 3 clusters Score -397098.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -397120.531250 Penalty: 2637.544189
	Iteration 16Q: 3 clusters Score -397120.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397135.968750 Penalty: 2637.544189
	Iteration 17Q: 3 clusters Score -397136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -397147.937500 Penalty: 2637.544189
	Iteration 18Q: 3 clusters Score -397147.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -397158.843750 Penalty: 2637.544189
	Iteration 19Q: 3 clusters Score -397158.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -397168.968750 Penalty: 2637.544189
	Iteration 20F: 3 clusters Score -397169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -397177.875000 Penalty: 2637.544189
	Iteration 21Q: 3 clusters Score -397177.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -397185.375000 Penalty: 2637.544189
	Iteration 22Q: 3 clusters Score -397185.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -397190.843750 Penalty: 2637.544189
	Iteration 23Q: 3 clusters Score -397190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -397193.281250 Penalty: 2637.544189
	Iteration 24Q: 3 clusters Score -397193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -397197.968750 Penalty: 2637.544189
	Iteration 25Q: 3 clusters Score -397198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -397199.562500 Penalty: 2637.544189
	Iteration 26Q: 3 clusters Score -397199.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -397203.000000 Penalty: 2637.544189
	Iteration 27Q: 3 clusters Score -397203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -397204.531250 Penalty: 2637.544189
	Iteration 28Q: 3 clusters Score -397204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -397205.312500 Penalty: 2637.544189
	Iteration 29Q: 3 clusters Score -397205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -397206.343750 Penalty: 2637.544189
	Iteration 30Q: 3 clusters Score -397206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -397206.625000 Penalty: 2637.544189
	Iteration 31Q: 3 clusters Score -397206.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -397206.625000 Penalty: 2637.544189
	Iteration 32F: 3 clusters Score -397206.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Entering Unmasked Estep 
Score: -2701797.000000 Penalty: 1624.019775
	Iteration 0F: 2 clusters Score -2701797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2686896.250000 Penalty: 3248.039551
	Iteration 0F: 3 clusters Score -2686896 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2692382.750000 Penalty: 3248.039551
	Iteration 1F: 3 clusters Score -2692383 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2692785.750000 Penalty: 3248.039551
	Iteration 2Q: 3 clusters Score -2692786 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2693136.250000 Penalty: 3248.039551
	Iteration 3Q: 3 clusters Score -2693136 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2693471.750000 Penalty: 3248.039551
	Iteration 4Q: 3 clusters Score -2693472 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2693858.500000 Penalty: 3248.039551
	Iteration 5Q: 3 clusters Score -2693858 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2694256.750000 Penalty: 3248.039551
	Iteration 6Q: 3 clusters Score -2694257 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2694694.750000 Penalty: 3248.039551
	Iteration 7Q: 3 clusters Score -2694695 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2695219.250000 Penalty: 3248.039551
	Iteration 8Q: 3 clusters Score -2695219 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2695847.250000 Penalty: 3248.039551
	Iteration 9Q: 3 clusters Score -2695847 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2696433.500000 Penalty: 3248.039551
	Iteration 10Q: 3 clusters Score -2696434 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2696919.250000 Penalty: 3248.039551
	Iteration 11Q: 3 clusters Score -2696919 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2697287.000000 Penalty: 3248.039551
	Iteration 12Q: 3 clusters Score -2697287 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2697508.500000 Penalty: 3248.039551
	Iteration 13Q: 3 clusters Score -2697508 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2697607.500000 Penalty: 3248.039551
	Iteration 14Q: 3 clusters Score -2697608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2697664.500000 Penalty: 3248.039551
	Iteration 15Q: 3 clusters Score -2697664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2697704.500000 Penalty: 3248.039551
	Iteration 16Q: 3 clusters Score -2697704 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2697729.000000 Penalty: 3248.039551
	Iteration 17Q: 3 clusters Score -2697729 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2697751.750000 Penalty: 3248.039551
	Iteration 18Q: 3 clusters Score -2697752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2697758.500000 Penalty: 3248.039551
	Iteration 19Q: 3 clusters Score -2697758 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2697776.750000 Penalty: 3248.039551
	Iteration 20F: 3 clusters Score -2697777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2697778.000000 Penalty: 3248.039551
	Iteration 21Q: 3 clusters Score -2697778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2697787.500000 Penalty: 3248.039551
	Iteration 22Q: 3 clusters Score -2697788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2697795.250000 Penalty: 3248.039551
	Iteration 23Q: 3 clusters Score -2697795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2697799.000000 Penalty: 3248.039551
	Iteration 24Q: 3 clusters Score -2697799 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2697808.500000 Penalty: 3248.039551
	Iteration 25Q: 3 clusters Score -2697808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2697812.500000 Penalty: 3248.039551
	Iteration 26Q: 3 clusters Score -2697812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2697812.750000 Penalty: 3248.039551
	Iteration 27Q: 3 clusters Score -2697813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -2697816.250000 Penalty: 3248.039551
	Iteration 28Q: 3 clusters Score -2697816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2697829.000000 Penalty: 3248.039551
	Iteration 29Q: 3 clusters Score -2697829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2697833.250000 Penalty: 3248.039551
	Iteration 30Q: 3 clusters Score -2697833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2697845.500000 Penalty: 3248.039551
	Iteration 31Q: 3 clusters Score -2697846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2697851.750000 Penalty: 3248.039551
	Iteration 32Q: 3 clusters Score -2697852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2697862.750000 Penalty: 3248.039551
	Iteration 33Q: 3 clusters Score -2697863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2697870.250000 Penalty: 3248.039551
	Iteration 34Q: 3 clusters Score -2697870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2697882.000000 Penalty: 3248.039551
	Iteration 35Q: 3 clusters Score -2697882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2697887.750000 Penalty: 3248.039551
	Iteration 36Q: 3 clusters Score -2697888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2697892.250000 Penalty: 3248.039551
	Iteration 37Q: 3 clusters Score -2697892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2697900.500000 Penalty: 3248.039551
	Iteration 38Q: 3 clusters Score -2697900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2697909.500000 Penalty: 3248.039551
	Iteration 39Q: 3 clusters Score -2697910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2697916.500000 Penalty: 3248.039551
	Iteration 40F: 3 clusters Score -2697916 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2697935.750000 Penalty: 3248.039551
	Iteration 41Q: 3 clusters Score -2697936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2697948.250000 Penalty: 3248.039551
	Iteration 42Q: 3 clusters Score -2697948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2697963.500000 Penalty: 3248.039551
	Iteration 43Q: 3 clusters Score -2697964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2697980.750000 Penalty: 3248.039551
	Iteration 44Q: 3 clusters Score -2697981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2698009.250000 Penalty: 3248.039551
	Iteration 45Q: 3 clusters Score -2698009 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2698022.500000 Penalty: 3248.039551
	Iteration 46Q: 3 clusters Score -2698022 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2698042.500000 Penalty: 3248.039551
	Iteration 47Q: 3 clusters Score -2698042 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2698058.750000 Penalty: 3248.039551
	Iteration 48Q: 3 clusters Score -2698059 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2698081.750000 Penalty: 3248.039551
	Iteration 49Q: 3 clusters Score -2698082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2698104.750000 Penalty: 3248.039551
	Iteration 50Q: 3 clusters Score -2698105 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2698140.500000 Penalty: 3248.039551
	Iteration 51Q: 3 clusters Score -2698140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -2698179.500000 Penalty: 3248.039551
	Iteration 52Q: 3 clusters Score -2698180 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2698229.750000 Penalty: 3248.039551
	Iteration 53Q: 3 clusters Score -2698230 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2698281.500000 Penalty: 3248.039551
	Iteration 54Q: 3 clusters Score -2698282 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2698323.500000 Penalty: 3248.039551
	Iteration 55Q: 3 clusters Score -2698324 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2698377.000000 Penalty: 3248.039551
	Iteration 56Q: 3 clusters Score -2698377 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2698430.000000 Penalty: 3248.039551
	Iteration 57Q: 3 clusters Score -2698430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2698485.500000 Penalty: 3248.039551
	Iteration 58Q: 3 clusters Score -2698486 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2698548.500000 Penalty: 3248.039551
	Iteration 59Q: 3 clusters Score -2698548 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2698626.500000 Penalty: 3248.039551
	Iteration 60F: 3 clusters Score -2698626 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2698696.250000 Penalty: 3248.039551
	Iteration 61Q: 3 clusters Score -2698696 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2698779.500000 Penalty: 3248.039551
	Iteration 62Q: 3 clusters Score -2698780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2698856.000000 Penalty: 3248.039551
	Iteration 63Q: 3 clusters Score -2698856 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2698912.250000 Penalty: 3248.039551
	Iteration 64Q: 3 clusters Score -2698912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2698974.750000 Penalty: 3248.039551
	Iteration 65Q: 3 clusters Score -2698975 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2699029.750000 Penalty: 3248.039551
	Iteration 66Q: 3 clusters Score -2699030 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2699085.000000 Penalty: 3248.039551
	Iteration 67Q: 3 clusters Score -2699085 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2699162.250000 Penalty: 3248.039551
	Iteration 68Q: 3 clusters Score -2699162 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2699232.000000 Penalty: 3248.039551
	Iteration 69Q: 3 clusters Score -2699232 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2699290.000000 Penalty: 3248.039551
	Iteration 70Q: 3 clusters Score -2699290 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2699367.500000 Penalty: 3248.039551
	Iteration 71Q: 3 clusters Score -2699368 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2699421.750000 Penalty: 3248.039551
	Iteration 72Q: 3 clusters Score -2699422 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2699490.000000 Penalty: 3248.039551
	Iteration 73Q: 3 clusters Score -2699490 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2699548.750000 Penalty: 3248.039551
	Iteration 74Q: 3 clusters Score -2699549 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2699598.000000 Penalty: 3248.039551
	Iteration 75Q: 3 clusters Score -2699598 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2699657.250000 Penalty: 3248.039551
	Iteration 76Q: 3 clusters Score -2699657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2699710.000000 Penalty: 3248.039551
	Iteration 77Q: 3 clusters Score -2699710 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2699767.000000 Penalty: 3248.039551
	Iteration 78Q: 3 clusters Score -2699767 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2699812.250000 Penalty: 3248.039551
	Iteration 79Q: 3 clusters Score -2699812 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2699846.250000 Penalty: 3248.039551
	Iteration 80F: 3 clusters Score -2699846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2699875.500000 Penalty: 3248.039551
	Iteration 81Q: 3 clusters Score -2699876 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2699905.500000 Penalty: 3248.039551
	Iteration 82Q: 3 clusters Score -2699906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2699923.750000 Penalty: 3248.039551
	Iteration 83Q: 3 clusters Score -2699924 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2699936.500000 Penalty: 3248.039551
	Iteration 84Q: 3 clusters Score -2699936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2699955.500000 Penalty: 3248.039551
	Iteration 85Q: 3 clusters Score -2699956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2699960.750000 Penalty: 3248.039551
	Iteration 86Q: 3 clusters Score -2699961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2699966.750000 Penalty: 3248.039551
	Iteration 87Q: 3 clusters Score -2699967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2699975.000000 Penalty: 3248.039551
	Iteration 88Q: 3 clusters Score -2699975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2699980.750000 Penalty: 3248.039551
	Iteration 89Q: 3 clusters Score -2699981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2699986.750000 Penalty: 3248.039551
	Iteration 90Q: 3 clusters Score -2699987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2699991.000000 Penalty: 3248.039551
	Iteration 91Q: 3 clusters Score -2699991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2700004.250000 Penalty: 3248.039551
	Iteration 92Q: 3 clusters Score -2700004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2700002.500000 Penalty: 3248.039551
	Iteration 93Q: 3 clusters Score -2700002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2700017.250000 Penalty: 3248.039551
	Iteration 94Q: 3 clusters Score -2700017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2700024.000000 Penalty: 3248.039551
	Iteration 95Q: 3 clusters Score -2700024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2700024.250000 Penalty: 3248.039551
	Iteration 96Q: 3 clusters Score -2700024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2700026.250000 Penalty: 3248.039551
	Iteration 97Q: 3 clusters Score -2700026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2700024.000000 Penalty: 3248.039551
	Iteration 98Q: 3 clusters Score -2700024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2700027.250000 Penalty: 3248.039551
	Iteration 99Q: 3 clusters Score -2700027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2700030.250000 Penalty: 3248.039551
	Iteration 100F: 3 clusters Score -2700030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2700023.750000 Penalty: 3248.039551
	Iteration 101Q: 3 clusters Score -2700024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2700031.000000 Penalty: 3248.039551
	Iteration 102Q: 3 clusters Score -2700031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2700031.250000 Penalty: 3248.039551
	Iteration 103Q: 3 clusters Score -2700031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2700032.000000 Penalty: 3248.039551
	Iteration 104Q: 3 clusters Score -2700032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2700030.000000 Penalty: 3248.039551
	Iteration 105Q: 3 clusters Score -2700030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2700030.000000 Penalty: 3248.039551
	Iteration 106Q: 3 clusters Score -2700030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2700029.750000 Penalty: 3248.039551
	Iteration 107Q: 3 clusters Score -2700030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2700034.500000 Penalty: 3248.039551
	Iteration 108Q: 3 clusters Score -2700034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2700034.000000 Penalty: 3248.039551
	Iteration 109Q: 3 clusters Score -2700034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2700035.250000 Penalty: 3248.039551
	Iteration 110Q: 3 clusters Score -2700035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2700041.750000 Penalty: 3248.039551
	Iteration 111Q: 3 clusters Score -2700042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2700041.500000 Penalty: 3248.039551
	Iteration 112Q: 3 clusters Score -2700042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2700046.250000 Penalty: 3248.039551
	Iteration 113Q: 3 clusters Score -2700046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2700047.500000 Penalty: 3248.039551
	Iteration 114Q: 3 clusters Score -2700048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2700042.250000 Penalty: 3248.039551
	Iteration 115Q: 3 clusters Score -2700042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2700048.750000 Penalty: 3248.039551
	Iteration 116Q: 3 clusters Score -2700049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2700051.000000 Penalty: 3248.039551
	Iteration 117Q: 3 clusters Score -2700051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2700057.500000 Penalty: 3248.039551
	Iteration 118Q: 3 clusters Score -2700058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2700058.500000 Penalty: 3248.039551
	Iteration 119Q: 3 clusters Score -2700058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2700059.000000 Penalty: 3248.039551
	Iteration 120F: 3 clusters Score -2700059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2700062.000000 Penalty: 3248.039551
	Iteration 121Q: 3 clusters Score -2700062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2700062.000000 Penalty: 3248.039551
	Iteration 122Q: 3 clusters Score -2700062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2700064.750000 Penalty: 3248.039551
	Iteration 123Q: 3 clusters Score -2700065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2700072.000000 Penalty: 3248.039551
	Iteration 124Q: 3 clusters Score -2700072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2700071.500000 Penalty: 3248.039551
	Iteration 125Q: 3 clusters Score -2700072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2700072.750000 Penalty: 3248.039551
	Iteration 126Q: 3 clusters Score -2700073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2700072.000000 Penalty: 3248.039551
	Iteration 127Q: 3 clusters Score -2700072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2700077.000000 Penalty: 3248.039551
	Iteration 128Q: 3 clusters Score -2700077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2700080.750000 Penalty: 3248.039551
	Iteration 129Q: 3 clusters Score -2700081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -2700081.500000 Penalty: 3248.039551
	Iteration 130Q: 3 clusters Score -2700082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2700084.000000 Penalty: 3248.039551
	Iteration 131Q: 3 clusters Score -2700084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2700085.750000 Penalty: 3248.039551
	Iteration 132Q: 3 clusters Score -2700086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2700085.250000 Penalty: 3248.039551
	Iteration 133Q: 3 clusters Score -2700085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2700087.500000 Penalty: 3248.039551
	Iteration 134Q: 3 clusters Score -2700088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2700086.000000 Penalty: 3248.039551
	Iteration 135Q: 3 clusters Score -2700086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2700087.750000 Penalty: 3248.039551
	Iteration 136Q: 3 clusters Score -2700088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2700087.000000 Penalty: 3248.039551
	Iteration 137Q: 3 clusters Score -2700087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2700087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2700087.250000 Penalty: 3248.039551
	Iteration 139F: 3 clusters Score -2700087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (70493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70493 members 
Entering Unmasked Estep 
Score: -9091617.000000 Penalty: 1814.031250
	Iteration 0F: 2 clusters Score -9091617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -9044500.000000 Penalty: 3628.062500
	Iteration 0F: 3 clusters Score -9044500 nChanged 33317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -9064089.000000 Penalty: 3628.062500
	Iteration 1F: 3 clusters Score -9064089 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -9065349.000000 Penalty: 3628.062500
	Iteration 2Q: 3 clusters Score -9065349 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -9067078.000000 Penalty: 3628.062500
	Iteration 3F: 3 clusters Score -9067078 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -9069511.000000 Penalty: 3628.062500
	Iteration 4F: 3 clusters Score -9069511 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -9072873.000000 Penalty: 3628.062500
	Iteration 5F: 3 clusters Score -9072873 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -9076650.000000 Penalty: 3628.062500
	Iteration 6F: 3 clusters Score -9076650 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -9080360.000000 Penalty: 3628.062500
	Iteration 7F: 3 clusters Score -9080360 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -9083089.000000 Penalty: 3628.062500
	Iteration 8Q: 3 clusters Score -9083089 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -9084809.000000 Penalty: 3628.062500
	Iteration 9Q: 3 clusters Score -9084809 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59601 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -9086035.000000 Penalty: 3628.062500
	Iteration 10Q: 3 clusters Score -9086035 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -9086939.000000 Penalty: 3628.062500
	Iteration 11Q: 3 clusters Score -9086939 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61380 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -9087724.000000 Penalty: 3628.062500
	Iteration 12Q: 3 clusters Score -9087724 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -9088428.000000 Penalty: 3628.062500
	Iteration 13Q: 3 clusters Score -9088428 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -9088866.000000 Penalty: 3628.062500
	Iteration 14Q: 3 clusters Score -9088866 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62903 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -9089138.000000 Penalty: 3628.062500
	Iteration 15Q: 3 clusters Score -9089138 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -9089358.000000 Penalty: 3628.062500
	Iteration 16Q: 3 clusters Score -9089358 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -9089517.000000 Penalty: 3628.062500
	Iteration 17Q: 3 clusters Score -9089517 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -9089611.000000 Penalty: 3628.062500
	Iteration 18Q: 3 clusters Score -9089611 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -9089680.000000 Penalty: 3628.062500
	Iteration 19Q: 3 clusters Score -9089680 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -9089742.000000 Penalty: 3628.062500
	Iteration 20F: 3 clusters Score -9089742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -9089771.000000 Penalty: 3628.062500
	Iteration 21Q: 3 clusters Score -9089771 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -9089799.000000 Penalty: 3628.062500
	Iteration 22Q: 3 clusters Score -9089799 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -9089821.000000 Penalty: 3628.062500
	Iteration 23Q: 3 clusters Score -9089821 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -9089861.000000 Penalty: 3628.062500
	Iteration 24Q: 3 clusters Score -9089861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -9089843.000000 Penalty: 3628.062500
	Iteration 25Q: 3 clusters Score -9089843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -9089849.000000 Penalty: 3628.062500
	Iteration 26Q: 3 clusters Score -9089849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -9089867.000000 Penalty: 3628.062500
	Iteration 27Q: 3 clusters Score -9089867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -9089881.000000 Penalty: 3628.062500
	Iteration 28Q: 3 clusters Score -9089881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -9089906.000000 Penalty: 3628.062500
	Iteration 29Q: 3 clusters Score -9089906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -9089923.000000 Penalty: 3628.062500
	Iteration 30Q: 3 clusters Score -9089923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9089926.000000 Penalty: 3628.062500
	Iteration 31Q: 3 clusters Score -9089926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -9089937.000000 Penalty: 3628.062500
	Iteration 32Q: 3 clusters Score -9089937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -9089938.000000 Penalty: 3628.062500
	Iteration 33Q: 3 clusters Score -9089938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -9089926.000000 Penalty: 3628.062500
	Iteration 34Q: 3 clusters Score -9089926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64775 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -9089921.000000 Penalty: 3628.062500
	Iteration 35Q: 3 clusters Score -9089921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -9089920.000000 Penalty: 3628.062500
	Iteration 36Q: 3 clusters Score -9089920 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9089940.000000 Penalty: 3628.062500
	Iteration 37Q: 3 clusters Score -9089940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -9089942.000000 Penalty: 3628.062500
	Iteration 38Q: 3 clusters Score -9089942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -9089935.000000 Penalty: 3628.062500
	Iteration 39Q: 3 clusters Score -9089935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -9089934.000000 Penalty: 3628.062500
	Iteration 40F: 3 clusters Score -9089934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -9089935.000000 Penalty: 3628.062500
	Iteration 41Q: 3 clusters Score -9089935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -9089937.000000 Penalty: 3628.062500
	Iteration 42Q: 3 clusters Score -9089937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9089942.000000 Penalty: 3628.062500
	Iteration 43Q: 3 clusters Score -9089942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -9089943.000000 Penalty: 3628.062500
	Iteration 44Q: 3 clusters Score -9089943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -9089942.000000 Penalty: 3628.062500
	Iteration 45Q: 3 clusters Score -9089942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9089942.000000 Penalty: 3628.062500
	Iteration 46Q: 3 clusters Score -9089942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -9089952.000000 Penalty: 3628.062500
	Iteration 47Q: 3 clusters Score -9089952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -9089947.000000 Penalty: 3628.062500
	Iteration 48Q: 3 clusters Score -9089947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -9089934.000000 Penalty: 3628.062500
	Iteration 49Q: 3 clusters Score -9089934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -9089931.000000 Penalty: 3628.062500
	Iteration 50Q: 3 clusters Score -9089931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -9089934.000000 Penalty: 3628.062500
	Iteration 51Q: 3 clusters Score -9089934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -9089940.000000 Penalty: 3628.062500
	Iteration 52Q: 3 clusters Score -9089940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -9089943.000000 Penalty: 3628.062500
	Iteration 53Q: 3 clusters Score -9089943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -9089949.000000 Penalty: 3628.062500
	Iteration 54Q: 3 clusters Score -9089949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65220 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -9089951.000000 Penalty: 3628.062500
	Iteration 55Q: 3 clusters Score -9089951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65238 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -9089953.000000 Penalty: 3628.062500
	Iteration 56Q: 3 clusters Score -9089953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -9089960.000000 Penalty: 3628.062500
	Iteration 57Q: 3 clusters Score -9089960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65261 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -9089950.000000 Penalty: 3628.062500
	Iteration 58Q: 3 clusters Score -9089950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -9089951.000000 Penalty: 3628.062500
	Iteration 59Q: 3 clusters Score -9089951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65279 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -9089948.000000 Penalty: 3628.062500
	Iteration 60F: 3 clusters Score -9089948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65287 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -9089947.000000 Penalty: 3628.062500
	Iteration 61Q: 3 clusters Score -9089947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65298 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -9089942.000000 Penalty: 3628.062500
	Iteration 62Q: 3 clusters Score -9089942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -9089936.000000 Penalty: 3628.062500
	Iteration 63Q: 3 clusters Score -9089936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65312 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -9089938.000000 Penalty: 3628.062500
	Iteration 64Q: 3 clusters Score -9089938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -9089940.000000 Penalty: 3628.062500
	Iteration 65Q: 3 clusters Score -9089940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65320 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -9089936.000000 Penalty: 3628.062500
	Iteration 66Q: 3 clusters Score -9089936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -9089924.000000 Penalty: 3628.062500
	Iteration 67Q: 3 clusters Score -9089924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65345 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -9089921.000000 Penalty: 3628.062500
	Iteration 68Q: 3 clusters Score -9089921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -9089922.000000 Penalty: 3628.062500
	Iteration 69Q: 3 clusters Score -9089922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65368 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9089923.000000 Penalty: 3628.062500
	Iteration 70Q: 3 clusters Score -9089923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -9089926.000000 Penalty: 3628.062500
	Iteration 71Q: 3 clusters Score -9089926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -9089905.000000 Penalty: 3628.062500
	Iteration 72Q: 3 clusters Score -9089905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -9089903.000000 Penalty: 3628.062500
	Iteration 73Q: 3 clusters Score -9089903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -9089908.000000 Penalty: 3628.062500
	Iteration 74Q: 3 clusters Score -9089908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -9089901.000000 Penalty: 3628.062500
	Iteration 75Q: 3 clusters Score -9089901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -9089895.000000 Penalty: 3628.062500
	Iteration 76Q: 3 clusters Score -9089895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -9089905.000000 Penalty: 3628.062500
	Iteration 77Q: 3 clusters Score -9089905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -9089909.000000 Penalty: 3628.062500
	Iteration 78Q: 3 clusters Score -9089909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -9089915.000000 Penalty: 3628.062500
	Iteration 79Q: 3 clusters Score -9089915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -9089921.000000 Penalty: 3628.062500
	Iteration 80F: 3 clusters Score -9089921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65458 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -9089915.000000 Penalty: 3628.062500
	Iteration 81Q: 3 clusters Score -9089915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9089917.000000 Penalty: 3628.062500
	Iteration 82Q: 3 clusters Score -9089917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9089910.000000 Penalty: 3628.062500
	Iteration 83Q: 3 clusters Score -9089910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -9089910.000000 Penalty: 3628.062500
	Iteration 84Q: 3 clusters Score -9089910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -9089910.000000 Penalty: 3628.062500
	Iteration 85F: 3 clusters Score -9089910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Entering Unmasked Estep 
Score: -1681371.375000 Penalty: 1543.692505
	Iteration 0F: 2 clusters Score -1681371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1672106.125000 Penalty: 3087.385010
	Iteration 0F: 3 clusters Score -1672106 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1675453.375000 Penalty: 3087.385010
	Iteration 1F: 3 clusters Score -1675453 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1675885.000000 Penalty: 3087.385010
	Iteration 2F: 3 clusters Score -1675885 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1676241.000000 Penalty: 3087.385010
	Iteration 3F: 3 clusters Score -1676241 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1676609.750000 Penalty: 3087.385010
	Iteration 4F: 3 clusters Score -1676610 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1676995.750000 Penalty: 3087.385010
	Iteration 5F: 3 clusters Score -1676996 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1677411.750000 Penalty: 3087.385010
	Iteration 6F: 3 clusters Score -1677412 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1677811.750000 Penalty: 3087.385010
	Iteration 7Q: 3 clusters Score -1677812 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1678231.875000 Penalty: 3087.385010
	Iteration 8Q: 3 clusters Score -1678232 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1678741.875000 Penalty: 3087.385010
	Iteration 9Q: 3 clusters Score -1678742 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1679330.875000 Penalty: 3087.385010
	Iteration 10Q: 3 clusters Score -1679331 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1679777.250000 Penalty: 3087.385010
	Iteration 11Q: 3 clusters Score -1679777 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1680088.000000 Penalty: 3087.385010
	Iteration 12Q: 3 clusters Score -1680088 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1680267.500000 Penalty: 3087.385010
	Iteration 13Q: 3 clusters Score -1680268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1680369.000000 Penalty: 3087.385010
	Iteration 14Q: 3 clusters Score -1680369 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1680451.875000 Penalty: 3087.385010
	Iteration 15Q: 3 clusters Score -1680452 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1680518.000000 Penalty: 3087.385010
	Iteration 16Q: 3 clusters Score -1680518 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1680563.375000 Penalty: 3087.385010
	Iteration 17Q: 3 clusters Score -1680563 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1680584.625000 Penalty: 3087.385010
	Iteration 18Q: 3 clusters Score -1680585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1680609.750000 Penalty: 3087.385010
	Iteration 19Q: 3 clusters Score -1680610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1680639.500000 Penalty: 3087.385010
	Iteration 20F: 3 clusters Score -1680640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1680654.875000 Penalty: 3087.385010
	Iteration 21Q: 3 clusters Score -1680655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1680675.000000 Penalty: 3087.385010
	Iteration 22Q: 3 clusters Score -1680675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1680693.000000 Penalty: 3087.385010
	Iteration 23Q: 3 clusters Score -1680693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1680705.625000 Penalty: 3087.385010
	Iteration 24Q: 3 clusters Score -1680706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1680717.375000 Penalty: 3087.385010
	Iteration 25Q: 3 clusters Score -1680717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1680723.875000 Penalty: 3087.385010
	Iteration 26Q: 3 clusters Score -1680724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1680727.875000 Penalty: 3087.385010
	Iteration 27Q: 3 clusters Score -1680728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1680733.000000 Penalty: 3087.385010
	Iteration 28Q: 3 clusters Score -1680733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1680733.875000 Penalty: 3087.385010
	Iteration 29Q: 3 clusters Score -1680734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1680739.750000 Penalty: 3087.385010
	Iteration 30Q: 3 clusters Score -1680740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1680744.250000 Penalty: 3087.385010
	Iteration 31Q: 3 clusters Score -1680744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1680748.500000 Penalty: 3087.385010
	Iteration 32Q: 3 clusters Score -1680748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1680752.000000 Penalty: 3087.385010
	Iteration 33Q: 3 clusters Score -1680752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1680752.500000 Penalty: 3087.385010
	Iteration 34Q: 3 clusters Score -1680752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1680752.500000 Penalty: 3087.385010
	Iteration 35F: 3 clusters Score -1680752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -789834.000000 Penalty: 1420.875732
	Iteration 0F: 2 clusters Score -789834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -785091.687500 Penalty: 2841.751465
	Iteration 0F: 3 clusters Score -785091.7 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -786356.187500 Penalty: 2841.751465
	Iteration 1F: 3 clusters Score -786356.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -786506.000000 Penalty: 2841.751465
	Iteration 2F: 3 clusters Score -786506 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -786630.875000 Penalty: 2841.751465
	Iteration 3Q: 3 clusters Score -786630.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -786721.125000 Penalty: 2841.751465
	Iteration 4Q: 3 clusters Score -786721.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -786803.750000 Penalty: 2841.751465
	Iteration 5Q: 3 clusters Score -786803.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -786872.500000 Penalty: 2841.751465
	Iteration 6Q: 3 clusters Score -786872.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -786917.312500 Penalty: 2841.751465
	Iteration 7Q: 3 clusters Score -786917.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -786958.812500 Penalty: 2841.751465
	Iteration 8Q: 3 clusters Score -786958.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -787000.000000 Penalty: 2841.751465
	Iteration 9Q: 3 clusters Score -787000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -787035.937500 Penalty: 2841.751465
	Iteration 10Q: 3 clusters Score -787035.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -787066.000000 Penalty: 2841.751465
	Iteration 11Q: 3 clusters Score -787066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -787096.062500 Penalty: 2841.751465
	Iteration 12Q: 3 clusters Score -787096.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -787130.062500 Penalty: 2841.751465
	Iteration 13Q: 3 clusters Score -787130.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -787153.937500 Penalty: 2841.751465
	Iteration 14Q: 3 clusters Score -787153.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -787176.562500 Penalty: 2841.751465
	Iteration 15Q: 3 clusters Score -787176.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -787194.375000 Penalty: 2841.751465
	Iteration 16Q: 3 clusters Score -787194.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -787211.625000 Penalty: 2841.751465
	Iteration 17Q: 3 clusters Score -787211.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -787225.625000 Penalty: 2841.751465
	Iteration 18Q: 3 clusters Score -787225.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -787234.000000 Penalty: 2841.751465
	Iteration 19Q: 3 clusters Score -787234 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -787247.375000 Penalty: 2841.751465
	Iteration 20F: 3 clusters Score -787247.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -787265.875000 Penalty: 2841.751465
	Iteration 21Q: 3 clusters Score -787265.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -787275.625000 Penalty: 2841.751465
	Iteration 22Q: 3 clusters Score -787275.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -787292.000000 Penalty: 2841.751465
	Iteration 23Q: 3 clusters Score -787292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -787315.250000 Penalty: 2841.751465
	Iteration 24Q: 3 clusters Score -787315.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -787345.500000 Penalty: 2841.751465
	Iteration 25Q: 3 clusters Score -787345.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -787382.250000 Penalty: 2841.751465
	Iteration 26Q: 3 clusters Score -787382.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -787421.875000 Penalty: 2841.751465
	Iteration 27Q: 3 clusters Score -787421.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -787472.187500 Penalty: 2841.751465
	Iteration 28Q: 3 clusters Score -787472.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -787537.750000 Penalty: 2841.751465
	Iteration 29Q: 3 clusters Score -787537.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -787610.437500 Penalty: 2841.751465
	Iteration 30Q: 3 clusters Score -787610.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -787691.562500 Penalty: 2841.751465
	Iteration 31Q: 3 clusters Score -787691.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -787781.500000 Penalty: 2841.751465
	Iteration 32Q: 3 clusters Score -787781.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -787884.812500 Penalty: 2841.751465
	Iteration 33Q: 3 clusters Score -787884.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -787969.125000 Penalty: 2841.751465
	Iteration 34Q: 3 clusters Score -787969.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -788035.000000 Penalty: 2841.751465
	Iteration 35Q: 3 clusters Score -788035 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -788089.312500 Penalty: 2841.751465
	Iteration 36Q: 3 clusters Score -788089.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -788131.875000 Penalty: 2841.751465
	Iteration 37Q: 3 clusters Score -788131.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -788163.250000 Penalty: 2841.751465
	Iteration 38Q: 3 clusters Score -788163.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -788200.687500 Penalty: 2841.751465
	Iteration 39Q: 3 clusters Score -788200.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -788225.312500 Penalty: 2841.751465
	Iteration 40F: 3 clusters Score -788225.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -788255.375000 Penalty: 2841.751465
	Iteration 41Q: 3 clusters Score -788255.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -788280.437500 Penalty: 2841.751465
	Iteration 42Q: 3 clusters Score -788280.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -788314.687500 Penalty: 2841.751465
	Iteration 43Q: 3 clusters Score -788314.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -788346.625000 Penalty: 2841.751465
	Iteration 44Q: 3 clusters Score -788346.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -788372.062500 Penalty: 2841.751465
	Iteration 45Q: 3 clusters Score -788372.1 nChanged 40
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: -788396.375000 Penalty: 2841.751465
	Iteration 46Q: 3 clusters Score -788396.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -788422.687500 Penalty: 2841.751465
	Iteration 47Q: 3 clusters Score -788422.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -788450.437500 Penalty: 2841.751465
	Iteration 48Q: 3 clusters Score -788450.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -788469.625000 Penalty: 2841.751465
	Iteration 49Q: 3 clusters Score -788469.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -788488.375000 Penalty: 2841.751465
	Iteration 50Q: 3 clusters Score -788488.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -788497.062500 Penalty: 2841.751465
	Iteration 51Q: 3 clusters Score -788497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -788511.375000 Penalty: 2841.751465
	Iteration 52Q: 3 clusters Score -788511.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -788517.812500 Penalty: 2841.751465
	Iteration 53Q: 3 clusters Score -788517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -788522.187500 Penalty: 2841.751465
	Iteration 54Q: 3 clusters Score -788522.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -788525.312500 Penalty: 2841.751465
	Iteration 55Q: 3 clusters Score -788525.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -788531.750000 Penalty: 2841.751465
	Iteration 56Q: 3 clusters Score -788531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -788537.562500 Penalty: 2841.751465
	Iteration 57Q: 3 clusters Score -788537.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -788542.437500 Penalty: 2841.751465
	Iteration 58Q: 3 clusters Score -788542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -788547.437500 Penalty: 2841.751465
	Iteration 59Q: 3 clusters Score -788547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -788549.375000 Penalty: 2841.751465
	Iteration 60F: 3 clusters Score -788549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -788551.687500 Penalty: 2841.751465
	Iteration 61Q: 3 clusters Score -788551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -788553.187500 Penalty: 2841.751465
	Iteration 62Q: 3 clusters Score -788553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -788554.750000 Penalty: 2841.751465
	Iteration 63Q: 3 clusters Score -788554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -788558.000000 Penalty: 2841.751465
	Iteration 64Q: 3 clusters Score -788558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -788559.187500 Penalty: 2841.751465
	Iteration 65Q: 3 clusters Score -788559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -788561.500000 Penalty: 2841.751465
	Iteration 66Q: 3 clusters Score -788561.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -788563.875000 Penalty: 2841.751465
	Iteration 67Q: 3 clusters Score -788563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -788566.812500 Penalty: 2841.751465
	Iteration 68Q: 3 clusters Score -788566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -788569.375000 Penalty: 2841.751465
	Iteration 69Q: 3 clusters Score -788569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -788569.000000 Penalty: 2841.751465
	Iteration 70Q: 3 clusters Score -788569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -788569.000000 Penalty: 2841.751465
	Iteration 71Q: 3 clusters Score -788569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -788569.000000 Penalty: 2841.751465
	Iteration 72F: 3 clusters Score -788569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -933812.750000 Penalty: 1448.692261
	Iteration 0F: 2 clusters Score -933812.8 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 3666 members 
Entering Unmasked Estep 
Score: -928295.500000 Penalty: 2897.384521
	Iteration 0F: 3 clusters Score -928295.5 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -930112.937500 Penalty: 2897.384521
	Iteration 1F: 3 clusters Score -930112.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -930406.750000 Penalty: 2897.384521
	Iteration 2F: 3 clusters Score -930406.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -930700.875000 Penalty: 2897.384521
	Iteration 3F: 3 clusters Score -930700.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -931061.062500 Penalty: 2897.384521
	Iteration 4F: 3 clusters Score -931061.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -931437.062500 Penalty: 2897.384521
	Iteration 5F: 3 clusters Score -931437.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -931797.625000 Penalty: 2897.384521
	Iteration 6F: 3 clusters Score -931797.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -932080.625000 Penalty: 2897.384521
	Iteration 7Q: 3 clusters Score -932080.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -932303.250000 Penalty: 2897.384521
	Iteration 8Q: 3 clusters Score -932303.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -932478.875000 Penalty: 2897.384521
	Iteration 9Q: 3 clusters Score -932478.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -932575.562500 Penalty: 2897.384521
	Iteration 10Q: 3 clusters Score -932575.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -932637.187500 Penalty: 2897.384521
	Iteration 11Q: 3 clusters Score -932637.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -932666.062500 Penalty: 2897.384521
	Iteration 12Q: 3 clusters Score -932666.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -932689.750000 Penalty: 2897.384521
	Iteration 13Q: 3 clusters Score -932689.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -932704.562500 Penalty: 2897.384521
	Iteration 14Q: 3 clusters Score -932704.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -932714.250000 Penalty: 2897.384521
	Iteration 15Q: 3 clusters Score -932714.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -932729.250000 Penalty: 2897.384521
	Iteration 16Q: 3 clusters Score -932729.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -932739.250000 Penalty: 2897.384521
	Iteration 17Q: 3 clusters Score -932739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -932749.062500 Penalty: 2897.384521
	Iteration 18Q: 3 clusters Score -932749.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -932754.812500 Penalty: 2897.384521
	Iteration 19Q: 3 clusters Score -932754.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -932757.562500 Penalty: 2897.384521
	Iteration 20F: 3 clusters Score -932757.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -932761.750000 Penalty: 2897.384521
	Iteration 21Q: 3 clusters Score -932761.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -932766.687500 Penalty: 2897.384521
	Iteration 22Q: 3 clusters Score -932766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -932770.187500 Penalty: 2897.384521
	Iteration 23Q: 3 clusters Score -932770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -932771.937500 Penalty: 2897.384521
	Iteration 24Q: 3 clusters Score -932771.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -932772.000000 Penalty: 2897.384521
	Iteration 25Q: 3 clusters Score -932772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -932774.375000 Penalty: 2897.384521
	Iteration 26Q: 3 clusters Score -932774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -932775.500000 Penalty: 2897.384521
	Iteration 27Q: 3 clusters Score -932775.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -932777.500000 Penalty: 2897.384521
	Iteration 28Q: 3 clusters Score -932777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -932781.125000 Penalty: 2897.384521
	Iteration 29Q: 3 clusters Score -932781.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -932780.000000 Penalty: 2897.384521
	Iteration 30Q: 3 clusters Score -932780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -932780.812500 Penalty: 2897.384521
	Iteration 31Q: 3 clusters Score -932780.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -932783.500000 Penalty: 2897.384521
	Iteration 32Q: 3 clusters Score -932783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -932783.500000 Penalty: 2897.384521
	Iteration 33Q: 3 clusters Score -932783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -932783.875000 Penalty: 2897.384521
	Iteration 34Q: 3 clusters Score -932783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -932785.250000 Penalty: 2897.384521
	Iteration 35Q: 3 clusters Score -932785.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -932787.875000 Penalty: 2897.384521
	Iteration 36Q: 3 clusters Score -932787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -932788.312500 Penalty: 2897.384521
	Iteration 37Q: 3 clusters Score -932788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -932787.375000 Penalty: 2897.384521
	Iteration 38Q: 3 clusters Score -932787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -932789.937500 Penalty: 2897.384521
	Iteration 39Q: 3 clusters Score -932789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -932787.875000 Penalty: 2897.384521
	Iteration 40F: 3 clusters Score -932787.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -932789.437500 Penalty: 2897.384521
	Iteration 41Q: 3 clusters Score -932789.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -932791.062500 Penalty: 2897.384521
	Iteration 42Q: 3 clusters Score -932791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -932791.937500 Penalty: 2897.384521
	Iteration 43Q: 3 clusters Score -932791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -932791.812500 Penalty: 2897.384521
	Iteration 44Q: 3 clusters Score -932791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -932790.375000 Penalty: 2897.384521
	Iteration 45Q: 3 clusters Score -932790.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -932790.375000 Penalty: 2897.384521
	Iteration 46F: 3 clusters Score -932790.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (83449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83449 members 
Entering Unmasked Estep 
Score: -10698604.000000 Penalty: 1841.448608
	Iteration 0F: 2 clusters Score -1.06986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -10643142.000000 Penalty: 3682.897217
	Iteration 0F: 3 clusters Score -1.064314e+07 nChanged 39828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -10665918.000000 Penalty: 3682.897217
	Iteration 1F: 3 clusters Score -1.066592e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -10666837.000000 Penalty: 3682.897217
	Iteration 2Q: 3 clusters Score -1.066684e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -10668262.000000 Penalty: 3682.897217
	Iteration 3Q: 3 clusters Score -1.066826e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -10670491.000000 Penalty: 3682.897217
	Iteration 4F: 3 clusters Score -1.067049e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -10673736.000000 Penalty: 3682.897217
	Iteration 5F: 3 clusters Score -1.067374e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -10678186.000000 Penalty: 3682.897217
	Iteration 6F: 3 clusters Score -1.067819e+07 nChanged 6499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -10683631.000000 Penalty: 3682.897217
	Iteration 7F: 3 clusters Score -1.068363e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -10688665.000000 Penalty: 3682.897217
	Iteration 8F: 3 clusters Score -1.068866e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -10692578.000000 Penalty: 3682.897217
	Iteration 9F: 3 clusters Score -1.069258e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -10694918.000000 Penalty: 3682.897217
	Iteration 10Q: 3 clusters Score -1.069492e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -10696054.000000 Penalty: 3682.897217
	Iteration 11Q: 3 clusters Score -1.069605e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -10696568.000000 Penalty: 3682.897217
	Iteration 12Q: 3 clusters Score -1.069657e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -10696787.000000 Penalty: 3682.897217
	Iteration 13Q: 3 clusters Score -1.069679e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -10696858.000000 Penalty: 3682.897217
	Iteration 14Q: 3 clusters Score -1.069686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -10696901.000000 Penalty: 3682.897217
	Iteration 15Q: 3 clusters Score -1.06969e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -10696932.000000 Penalty: 3682.897217
	Iteration 16Q: 3 clusters Score -1.069693e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -10696966.000000 Penalty: 3682.897217
	Iteration 17Q: 3 clusters Score -1.069697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -10696980.000000 Penalty: 3682.897217
	Iteration 18Q: 3 clusters Score -1.069698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -10696990.000000 Penalty: 3682.897217
	Iteration 19Q: 3 clusters Score -1.069699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 83224 members 
Entering Unmasked Estep 
Score: -10697004.000000 Penalty: 3682.897217
	Iteration 20F: 3 clusters Score -1.0697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -10697008.000000 Penalty: 3682.897217
	Iteration 21Q: 3 clusters Score -1.069701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -10697015.000000 Penalty: 3682.897217
	Iteration 22Q: 3 clusters Score -1.069702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -10697018.000000 Penalty: 3682.897217
	Iteration 23Q: 3 clusters Score -1.069702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 83222 members 
Entering Unmasked Estep 
Score: -10697026.000000 Penalty: 3682.897217
	Iteration 24Q: 3 clusters Score -1.069703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -10697028.000000 Penalty: 3682.897217
	Iteration 25Q: 3 clusters Score -1.069703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -10697032.000000 Penalty: 3682.897217
	Iteration 26Q: 3 clusters Score -1.069703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -10697041.000000 Penalty: 3682.897217
	Iteration 27Q: 3 clusters Score -1.069704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -10697048.000000 Penalty: 3682.897217
	Iteration 28Q: 3 clusters Score -1.069705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 83216 members 
Entering Unmasked Estep 
Score: -10697046.000000 Penalty: 3682.897217
	Iteration 29Q: 3 clusters Score -1.069705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -10697048.000000 Penalty: 3682.897217
	Iteration 30Q: 3 clusters Score -1.069705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -10697045.000000 Penalty: 3682.897217
	Iteration 31Q: 3 clusters Score -1.069704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -10697044.000000 Penalty: 3682.897217
	Iteration 32Q: 3 clusters Score -1.069704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -10697044.000000 Penalty: 3682.897217
	Iteration 33F: 3 clusters Score -1.069704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Entering Unmasked Estep 
Score: -236814.312500 Penalty: 1231.780762
	Iteration 0F: 2 clusters Score -236814.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -234792.437500 Penalty: 2463.561523
	Iteration 0F: 3 clusters Score -234792.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -235213.281250 Penalty: 2463.561523
	Iteration 1F: 3 clusters Score -235213.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -235315.296875 Penalty: 2463.561523
	Iteration 2F: 3 clusters Score -235315.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -235386.781250 Penalty: 2463.561523
	Iteration 3F: 3 clusters Score -235386.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -235435.828125 Penalty: 2463.561523
	Iteration 4Q: 3 clusters Score -235435.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -235471.328125 Penalty: 2463.561523
	Iteration 5Q: 3 clusters Score -235471.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -235504.203125 Penalty: 2463.561523
	Iteration 6Q: 3 clusters Score -235504.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -235537.453125 Penalty: 2463.561523
	Iteration 7Q: 3 clusters Score -235537.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -235571.875000 Penalty: 2463.561523
	Iteration 8Q: 3 clusters Score -235571.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -235598.734375 Penalty: 2463.561523
	Iteration 9Q: 3 clusters Score -235598.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -235613.609375 Penalty: 2463.561523
	Iteration 10Q: 3 clusters Score -235613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -235630.437500 Penalty: 2463.561523
	Iteration 11Q: 3 clusters Score -235630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -235640.250000 Penalty: 2463.561523
	Iteration 12Q: 3 clusters Score -235640.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -235651.781250 Penalty: 2463.561523
	Iteration 13Q: 3 clusters Score -235651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -235661.546875 Penalty: 2463.561523
	Iteration 14Q: 3 clusters Score -235661.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -235675.062500 Penalty: 2463.561523
	Iteration 15Q: 3 clusters Score -235675.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -235682.468750 Penalty: 2463.561523
	Iteration 16Q: 3 clusters Score -235682.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -235692.625000 Penalty: 2463.561523
	Iteration 17Q: 3 clusters Score -235692.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -235707.546875 Penalty: 2463.561523
	Iteration 18Q: 3 clusters Score -235707.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -235716.031250 Penalty: 2463.561523
	Iteration 19Q: 3 clusters Score -235716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -235722.375000 Penalty: 2463.561523
	Iteration 20F: 3 clusters Score -235722.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -235727.734375 Penalty: 2463.561523
	Iteration 21Q: 3 clusters Score -235727.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -235735.031250 Penalty: 2463.561523
	Iteration 22Q: 3 clusters Score -235735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -235742.453125 Penalty: 2463.561523
	Iteration 23Q: 3 clusters Score -235742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -235753.484375 Penalty: 2463.561523
	Iteration 24Q: 3 clusters Score -235753.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -235761.078125 Penalty: 2463.561523
	Iteration 25Q: 3 clusters Score -235761.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -235769.765625 Penalty: 2463.561523
	Iteration 26Q: 3 clusters Score -235769.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -235781.250000 Penalty: 2463.561523
	Iteration 27Q: 3 clusters Score -235781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -235788.421875 Penalty: 2463.561523
	Iteration 28Q: 3 clusters Score -235788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -235797.531250 Penalty: 2463.561523
	Iteration 29Q: 3 clusters Score -235797.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -235803.937500 Penalty: 2463.561523
	Iteration 30Q: 3 clusters Score -235803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -235809.671875 Penalty: 2463.561523
	Iteration 31Q: 3 clusters Score -235809.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -235812.421875 Penalty: 2463.561523
	Iteration 32Q: 3 clusters Score -235812.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -235815.125000 Penalty: 2463.561523
	Iteration 33Q: 3 clusters Score -235815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -235816.578125 Penalty: 2463.561523
	Iteration 34Q: 3 clusters Score -235816.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -235817.937500 Penalty: 2463.561523
	Iteration 35Q: 3 clusters Score -235817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -235819.859375 Penalty: 2463.561523
	Iteration 36Q: 3 clusters Score -235819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -235820.984375 Penalty: 2463.561523
	Iteration 37Q: 3 clusters Score -235821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -235822.656250 Penalty: 2463.561523
	Iteration 38Q: 3 clusters Score -235822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -235823.125000 Penalty: 2463.561523
	Iteration 39Q: 3 clusters Score -235823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -235824.171875 Penalty: 2463.561523
	Iteration 40F: 3 clusters Score -235824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -235825.625000 Penalty: 2463.561523
	Iteration 41Q: 3 clusters Score -235825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -235826.453125 Penalty: 2463.561523
	Iteration 42Q: 3 clusters Score -235826.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -235826.453125 Penalty: 2463.561523
	Iteration 43F: 3 clusters Score -235826.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29133.638672 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29133.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28296.298828 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28296.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28396.548828 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28396.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28434.568359 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -28434.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28455.425781 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28455.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28461.880859 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -28461.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28461.880859 Penalty: 1782.559082
	Iteration 5F: 3 clusters Score -28461.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Entering Unmasked Estep 
Score: -2043224.125000 Penalty: 1576.909790
	Iteration 0F: 2 clusters Score -2043224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2031952.750000 Penalty: 3153.819580
	Iteration 0F: 3 clusters Score -2031953 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2036068.500000 Penalty: 3153.819580
	Iteration 1F: 3 clusters Score -2036068 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2036435.250000 Penalty: 3153.819580
	Iteration 2F: 3 clusters Score -2036435 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2036825.750000 Penalty: 3153.819580
	Iteration 3F: 3 clusters Score -2036826 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2037264.500000 Penalty: 3153.819580
	Iteration 4F: 3 clusters Score -2037264 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2037705.500000 Penalty: 3153.819580
	Iteration 5F: 3 clusters Score -2037706 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2038141.125000 Penalty: 3153.819580
	Iteration 6F: 3 clusters Score -2038141 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2038518.000000 Penalty: 3153.819580
	Iteration 7Q: 3 clusters Score -2038518 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2038902.750000 Penalty: 3153.819580
	Iteration 8Q: 3 clusters Score -2038903 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2039287.625000 Penalty: 3153.819580
	Iteration 9Q: 3 clusters Score -2039288 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2039652.000000 Penalty: 3153.819580
	Iteration 10Q: 3 clusters Score -2039652 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2040020.500000 Penalty: 3153.819580
	Iteration 11Q: 3 clusters Score -2040020 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2040373.500000 Penalty: 3153.819580
	Iteration 12Q: 3 clusters Score -2040374 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2040660.000000 Penalty: 3153.819580
	Iteration 13Q: 3 clusters Score -2040660 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2040826.625000 Penalty: 3153.819580
	Iteration 14Q: 3 clusters Score -2040827 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2040940.000000 Penalty: 3153.819580
	Iteration 15Q: 3 clusters Score -2040940 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2041011.250000 Penalty: 3153.819580
	Iteration 16Q: 3 clusters Score -2041011 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2041072.875000 Penalty: 3153.819580
	Iteration 17Q: 3 clusters Score -2041073 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2041112.875000 Penalty: 3153.819580
	Iteration 18Q: 3 clusters Score -2041113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2041129.250000 Penalty: 3153.819580
	Iteration 19Q: 3 clusters Score -2041129 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2041153.375000 Penalty: 3153.819580
	Iteration 20F: 3 clusters Score -2041153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2041171.250000 Penalty: 3153.819580
	Iteration 21Q: 3 clusters Score -2041171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2041179.750000 Penalty: 3153.819580
	Iteration 22Q: 3 clusters Score -2041180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2041188.875000 Penalty: 3153.819580
	Iteration 23Q: 3 clusters Score -2041189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2041203.250000 Penalty: 3153.819580
	Iteration 24Q: 3 clusters Score -2041203 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2041206.375000 Penalty: 3153.819580
	Iteration 25Q: 3 clusters Score -2041206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2041214.375000 Penalty: 3153.819580
	Iteration 26Q: 3 clusters Score -2041214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2041220.500000 Penalty: 3153.819580
	Iteration 27Q: 3 clusters Score -2041220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2041226.125000 Penalty: 3153.819580
	Iteration 28Q: 3 clusters Score -2041226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2041229.000000 Penalty: 3153.819580
	Iteration 29Q: 3 clusters Score -2041229 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2041228.500000 Penalty: 3153.819580
	Iteration 30Q: 3 clusters Score -2041228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2041234.875000 Penalty: 3153.819580
	Iteration 31Q: 3 clusters Score -2041235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2041248.125000 Penalty: 3153.819580
	Iteration 32Q: 3 clusters Score -2041248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2041246.750000 Penalty: 3153.819580
	Iteration 33Q: 3 clusters Score -2041247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2041254.250000 Penalty: 3153.819580
	Iteration 34Q: 3 clusters Score -2041254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2041260.750000 Penalty: 3153.819580
	Iteration 35Q: 3 clusters Score -2041261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2041261.375000 Penalty: 3153.819580
	Iteration 36Q: 3 clusters Score -2041261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2041265.750000 Penalty: 3153.819580
	Iteration 37Q: 3 clusters Score -2041266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2041271.875000 Penalty: 3153.819580
	Iteration 38Q: 3 clusters Score -2041272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -2041276.125000 Penalty: 3153.819580
	Iteration 39Q: 3 clusters Score -2041276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2041272.750000 Penalty: 3153.819580
	Iteration 40F: 3 clusters Score -2041273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2041274.250000 Penalty: 3153.819580
	Iteration 41Q: 3 clusters Score -2041274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -2041279.375000 Penalty: 3153.819580
	Iteration 42Q: 3 clusters Score -2041279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2041277.000000 Penalty: 3153.819580
	Iteration 43Q: 3 clusters Score -2041277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2041274.375000 Penalty: 3153.819580
	Iteration 44Q: 3 clusters Score -2041274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2041277.875000 Penalty: 3153.819580
	Iteration 45Q: 3 clusters Score -2041278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2041280.000000 Penalty: 3153.819580
	Iteration 46Q: 3 clusters Score -2041280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2041276.125000 Penalty: 3153.819580
	Iteration 47Q: 3 clusters Score -2041276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2041279.625000 Penalty: 3153.819580
	Iteration 48Q: 3 clusters Score -2041280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2041282.625000 Penalty: 3153.819580
	Iteration 49Q: 3 clusters Score -2041283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2041283.000000 Penalty: 3153.819580
	Iteration 50Q: 3 clusters Score -2041283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2041281.875000 Penalty: 3153.819580
	Iteration 51Q: 3 clusters Score -2041282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2041282.375000 Penalty: 3153.819580
	Iteration 52Q: 3 clusters Score -2041282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2041280.125000 Penalty: 3153.819580
	Iteration 53Q: 3 clusters Score -2041280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2041281.125000 Penalty: 3153.819580
	Iteration 54Q: 3 clusters Score -2041281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2041281.750000 Penalty: 3153.819580
	Iteration 55Q: 3 clusters Score -2041282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2041279.750000 Penalty: 3153.819580
	Iteration 56Q: 3 clusters Score -2041280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2041283.000000 Penalty: 3153.819580
	Iteration 57Q: 3 clusters Score -2041283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2041283.125000 Penalty: 3153.819580
	Iteration 58Q: 3 clusters Score -2041283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2041286.375000 Penalty: 3153.819580
	Iteration 59Q: 3 clusters Score -2041286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2041287.500000 Penalty: 3153.819580
	Iteration 60F: 3 clusters Score -2041288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2041285.250000 Penalty: 3153.819580
	Iteration 61Q: 3 clusters Score -2041285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2041279.375000 Penalty: 3153.819580
	Iteration 62Q: 3 clusters Score -2041279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2041283.500000 Penalty: 3153.819580
	Iteration 63Q: 3 clusters Score -2041284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2041282.875000 Penalty: 3153.819580
	Iteration 64Q: 3 clusters Score -2041283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2041284.750000 Penalty: 3153.819580
	Iteration 65Q: 3 clusters Score -2041285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2041285.375000 Penalty: 3153.819580
	Iteration 66Q: 3 clusters Score -2041285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2041286.500000 Penalty: 3153.819580
	Iteration 67Q: 3 clusters Score -2041286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2041286.625000 Penalty: 3153.819580
	Iteration 68Q: 3 clusters Score -2041287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2041293.625000 Penalty: 3153.819580
	Iteration 69Q: 3 clusters Score -2041294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2041291.875000 Penalty: 3153.819580
	Iteration 70Q: 3 clusters Score -2041292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2041290.250000 Penalty: 3153.819580
	Iteration 71Q: 3 clusters Score -2041290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2041289.000000 Penalty: 3153.819580
	Iteration 72Q: 3 clusters Score -2041289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2041293.250000 Penalty: 3153.819580
	Iteration 73Q: 3 clusters Score -2041293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2041294.625000 Penalty: 3153.819580
	Iteration 74Q: 3 clusters Score -2041295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2041293.750000 Penalty: 3153.819580
	Iteration 75Q: 3 clusters Score -2041294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2041293.750000 Penalty: 3153.819580
	Iteration 76Q: 3 clusters Score -2041294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2041294.875000 Penalty: 3153.819580
	Iteration 77Q: 3 clusters Score -2041295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2041295.625000 Penalty: 3153.819580
	Iteration 78Q: 3 clusters Score -2041296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2041295.625000 Penalty: 3153.819580
	Iteration 79F: 3 clusters Score -2041296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Entering Unmasked Estep 
Score: -862814.500000 Penalty: 1446.472046
	Iteration 0F: 2 clusters Score -862814.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -857382.625000 Penalty: 2892.944092
	Iteration 0F: 3 clusters Score -857382.6 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -859010.812500 Penalty: 2892.944092
	Iteration 1F: 3 clusters Score -859010.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -859233.500000 Penalty: 2892.944092
	Iteration 2F: 3 clusters Score -859233.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -859418.062500 Penalty: 2892.944092
	Iteration 3F: 3 clusters Score -859418.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -859573.187500 Penalty: 2892.944092
	Iteration 4Q: 3 clusters Score -859573.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -859732.500000 Penalty: 2892.944092
	Iteration 5Q: 3 clusters Score -859732.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -859896.937500 Penalty: 2892.944092
	Iteration 6Q: 3 clusters Score -859896.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -860031.562500 Penalty: 2892.944092
	Iteration 7Q: 3 clusters Score -860031.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -860150.625000 Penalty: 2892.944092
	Iteration 8Q: 3 clusters Score -860150.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -860282.625000 Penalty: 2892.944092
	Iteration 9Q: 3 clusters Score -860282.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -860412.250000 Penalty: 2892.944092
	Iteration 10Q: 3 clusters Score -860412.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -860528.687500 Penalty: 2892.944092
	Iteration 11Q: 3 clusters Score -860528.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -860647.125000 Penalty: 2892.944092
	Iteration 12Q: 3 clusters Score -860647.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -860766.437500 Penalty: 2892.944092
	Iteration 13Q: 3 clusters Score -860766.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -860887.937500 Penalty: 2892.944092
	Iteration 14Q: 3 clusters Score -860887.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -860990.000000 Penalty: 2892.944092
	Iteration 15Q: 3 clusters Score -860990 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -861086.812500 Penalty: 2892.944092
	Iteration 16Q: 3 clusters Score -861086.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -861185.062500 Penalty: 2892.944092
	Iteration 17Q: 3 clusters Score -861185.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -861256.687500 Penalty: 2892.944092
	Iteration 18Q: 3 clusters Score -861256.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -861324.375000 Penalty: 2892.944092
	Iteration 19Q: 3 clusters Score -861324.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -861389.562500 Penalty: 2892.944092
	Iteration 20F: 3 clusters Score -861389.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -861443.562500 Penalty: 2892.944092
	Iteration 21Q: 3 clusters Score -861443.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -861491.062500 Penalty: 2892.944092
	Iteration 22Q: 3 clusters Score -861491.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -861532.500000 Penalty: 2892.944092
	Iteration 23Q: 3 clusters Score -861532.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -861574.375000 Penalty: 2892.944092
	Iteration 24Q: 3 clusters Score -861574.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -861616.500000 Penalty: 2892.944092
	Iteration 25Q: 3 clusters Score -861616.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -861656.312500 Penalty: 2892.944092
	Iteration 26Q: 3 clusters Score -861656.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -861697.250000 Penalty: 2892.944092
	Iteration 27Q: 3 clusters Score -861697.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -861736.687500 Penalty: 2892.944092
	Iteration 28Q: 3 clusters Score -861736.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -861781.187500 Penalty: 2892.944092
	Iteration 29Q: 3 clusters Score -861781.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -861823.125000 Penalty: 2892.944092
	Iteration 30Q: 3 clusters Score -861823.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -861844.125000 Penalty: 2892.944092
	Iteration 31Q: 3 clusters Score -861844.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -861864.125000 Penalty: 2892.944092
	Iteration 32Q: 3 clusters Score -861864.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -861877.687500 Penalty: 2892.944092
	Iteration 33Q: 3 clusters Score -861877.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -861888.625000 Penalty: 2892.944092
	Iteration 34Q: 3 clusters Score -861888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -861897.062500 Penalty: 2892.944092
	Iteration 35Q: 3 clusters Score -861897.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -861899.000000 Penalty: 2892.944092
	Iteration 36Q: 3 clusters Score -861899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -861908.062500 Penalty: 2892.944092
	Iteration 37Q: 3 clusters Score -861908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -861912.500000 Penalty: 2892.944092
	Iteration 38Q: 3 clusters Score -861912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -861915.562500 Penalty: 2892.944092
	Iteration 39Q: 3 clusters Score -861915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -861917.375000 Penalty: 2892.944092
	Iteration 40F: 3 clusters Score -861917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -861918.125000 Penalty: 2892.944092
	Iteration 41Q: 3 clusters Score -861918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -861918.125000 Penalty: 2892.944092
	Iteration 42F: 3 clusters Score -861918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -36870.660156 Penalty: 960.944275
	Iteration 0F: 2 clusters Score -36870.66 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 171 members 
Entering Unmasked Estep 
Score: -36072.777344 Penalty: 1921.888550
	Iteration 0F: 3 clusters Score -36072.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36400.605469 Penalty: 1921.888550
	Iteration 1F: 3 clusters Score -36400.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36698.644531 Penalty: 1921.888550
	Iteration 2F: 3 clusters Score -36698.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36835.929688 Penalty: 1921.888550
	Iteration 3F: 3 clusters Score -36835.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36935.136719 Penalty: 1921.888550
	Iteration 4F: 3 clusters Score -36935.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37018.105469 Penalty: 1921.888550
	Iteration 5Q: 3 clusters Score -37018.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37064.796875 Penalty: 1921.888550
	Iteration 6Q: 3 clusters Score -37064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37103.812500 Penalty: 1921.888550
	Iteration 7Q: 3 clusters Score -37103.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37131.921875 Penalty: 1921.888550
	Iteration 8Q: 3 clusters Score -37131.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37159.175781 Penalty: 1921.888550
	Iteration 9Q: 3 clusters Score -37159.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37179.703125 Penalty: 1921.888550
	Iteration 10Q: 3 clusters Score -37179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37179.914062 Penalty: 1921.888550
	Iteration 11Q: 3 clusters Score -37179.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37179.914062 Penalty: 1921.888550
	Iteration 12F: 3 clusters Score -37179.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 63967 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70493 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83449 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16384 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 60890 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 43690 members 
Mstep: Class 29 contains 145 members 
Entering Unmasked Estep 
Score: -59783356.000000 Penalty: 61624.625000
Splitting cluster 17 changes total score from -59781232.000000 to -59783356.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (60890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Entering Unmasked Estep 
Score: -7842229.000000 Penalty: 1790.233887
	Iteration 0F: 2 clusters Score -7842229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7801617.000000 Penalty: 3580.467773
	Iteration 0F: 3 clusters Score -7801617 nChanged 28605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7817950.000000 Penalty: 3580.467773
	Iteration 1F: 3 clusters Score -7817950 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -7818602.000000 Penalty: 3580.467773
	Iteration 2Q: 3 clusters Score -7818602 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -7819426.500000 Penalty: 3580.467773
	Iteration 3Q: 3 clusters Score -7819426 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -7820478.500000 Penalty: 3580.467773
	Iteration 4Q: 3 clusters Score -7820478 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -7821694.000000 Penalty: 3580.467773
	Iteration 5F: 3 clusters Score -7821694 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7823118.000000 Penalty: 3580.467773
	Iteration 6F: 3 clusters Score -7823118 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7824614.500000 Penalty: 3580.467773
	Iteration 7F: 3 clusters Score -7824614 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -7826193.500000 Penalty: 3580.467773
	Iteration 8F: 3 clusters Score -7826194 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -7828001.500000 Penalty: 3580.467773
	Iteration 9F: 3 clusters Score -7828002 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -7829945.500000 Penalty: 3580.467773
	Iteration 10F: 3 clusters Score -7829946 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7832123.000000 Penalty: 3580.467773
	Iteration 11F: 3 clusters Score -7832123 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -7834481.000000 Penalty: 3580.467773
	Iteration 12F: 3 clusters Score -7834481 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -7836840.000000 Penalty: 3580.467773
	Iteration 13Q: 3 clusters Score -7836840 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -7838655.500000 Penalty: 3580.467773
	Iteration 14Q: 3 clusters Score -7838656 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -7839721.000000 Penalty: 3580.467773
	Iteration 15Q: 3 clusters Score -7839721 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -7840229.000000 Penalty: 3580.467773
	Iteration 16Q: 3 clusters Score -7840229 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7840414.000000 Penalty: 3580.467773
	Iteration 17Q: 3 clusters Score -7840414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -7840519.000000 Penalty: 3580.467773
	Iteration 18Q: 3 clusters Score -7840519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -7840573.500000 Penalty: 3580.467773
	Iteration 19Q: 3 clusters Score -7840574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -7840604.000000 Penalty: 3580.467773
	Iteration 20F: 3 clusters Score -7840604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -7840618.500000 Penalty: 3580.467773
	Iteration 21Q: 3 clusters Score -7840618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -7840625.000000 Penalty: 3580.467773
	Iteration 22Q: 3 clusters Score -7840625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -7840637.000000 Penalty: 3580.467773
	Iteration 23Q: 3 clusters Score -7840637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -7840641.500000 Penalty: 3580.467773
	Iteration 24Q: 3 clusters Score -7840642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -7840643.500000 Penalty: 3580.467773
	Iteration 25Q: 3 clusters Score -7840644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -7840659.000000 Penalty: 3580.467773
	Iteration 26Q: 3 clusters Score -7840659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -7840667.000000 Penalty: 3580.467773
	Iteration 27Q: 3 clusters Score -7840667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -7840671.500000 Penalty: 3580.467773
	Iteration 28Q: 3 clusters Score -7840672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7840677.000000 Penalty: 3580.467773
	Iteration 29Q: 3 clusters Score -7840677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -7840679.000000 Penalty: 3580.467773
	Iteration 30Q: 3 clusters Score -7840679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -7840676.000000 Penalty: 3580.467773
	Iteration 31Q: 3 clusters Score -7840676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -7840676.000000 Penalty: 3580.467773
	Iteration 32F: 3 clusters Score -7840676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Entering Unmasked Estep 
Score: -2231583.000000 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -2231583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2219700.000000 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -2219700 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2223796.250000 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -2223796 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2224098.000000 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -2224098 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2224351.500000 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -2224352 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2224563.750000 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -2224564 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2224754.250000 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -2224754 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2224909.500000 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -2224910 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2225081.500000 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -2225082 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2225282.500000 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -2225282 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2225526.500000 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -2225526 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2225817.000000 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -2225817 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2226175.250000 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -2226175 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2226633.750000 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -2226634 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2227125.000000 Penalty: 3169.559326
	Iteration 13Q: 3 clusters Score -2227125 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2227611.750000 Penalty: 3169.559326
	Iteration 14Q: 3 clusters Score -2227612 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2227935.250000 Penalty: 3169.559326
	Iteration 15Q: 3 clusters Score -2227935 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2228147.000000 Penalty: 3169.559326
	Iteration 16Q: 3 clusters Score -2228147 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2228290.500000 Penalty: 3169.559326
	Iteration 17Q: 3 clusters Score -2228290 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2228392.750000 Penalty: 3169.559326
	Iteration 18Q: 3 clusters Score -2228393 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2228470.000000 Penalty: 3169.559326
	Iteration 19Q: 3 clusters Score -2228470 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2228530.500000 Penalty: 3169.559326
	Iteration 20F: 3 clusters Score -2228530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2228605.250000 Penalty: 3169.559326
	Iteration 21Q: 3 clusters Score -2228605 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2228662.500000 Penalty: 3169.559326
	Iteration 22Q: 3 clusters Score -2228662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2228715.500000 Penalty: 3169.559326
	Iteration 23Q: 3 clusters Score -2228716 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2228763.500000 Penalty: 3169.559326
	Iteration 24Q: 3 clusters Score -2228764 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2228821.250000 Penalty: 3169.559326
	Iteration 25Q: 3 clusters Score -2228821 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2228881.250000 Penalty: 3169.559326
	Iteration 26Q: 3 clusters Score -2228881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2228939.250000 Penalty: 3169.559326
	Iteration 27Q: 3 clusters Score -2228939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2229023.250000 Penalty: 3169.559326
	Iteration 28Q: 3 clusters Score -2229023 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2229096.500000 Penalty: 3169.559326
	Iteration 29Q: 3 clusters Score -2229096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2229190.500000 Penalty: 3169.559326
	Iteration 30Q: 3 clusters Score -2229190 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2229259.000000 Penalty: 3169.559326
	Iteration 31Q: 3 clusters Score -2229259 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2229324.250000 Penalty: 3169.559326
	Iteration 32Q: 3 clusters Score -2229324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2229391.500000 Penalty: 3169.559326
	Iteration 33Q: 3 clusters Score -2229392 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2229474.750000 Penalty: 3169.559326
	Iteration 34Q: 3 clusters Score -2229475 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2229569.500000 Penalty: 3169.559326
	Iteration 35Q: 3 clusters Score -2229570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2229648.000000 Penalty: 3169.559326
	Iteration 36Q: 3 clusters Score -2229648 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2229739.500000 Penalty: 3169.559326
	Iteration 37Q: 3 clusters Score -2229740 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2229841.250000 Penalty: 3169.559326
	Iteration 38Q: 3 clusters Score -2229841 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2229930.000000 Penalty: 3169.559326
	Iteration 39Q: 3 clusters Score -2229930 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2229993.750000 Penalty: 3169.559326
	Iteration 40F: 3 clusters Score -2229994 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2230058.250000 Penalty: 3169.559326
	Iteration 41Q: 3 clusters Score -2230058 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2230100.750000 Penalty: 3169.559326
	Iteration 42Q: 3 clusters Score -2230101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2230143.250000 Penalty: 3169.559326
	Iteration 43Q: 3 clusters Score -2230143 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2230182.250000 Penalty: 3169.559326
	Iteration 44Q: 3 clusters Score -2230182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2230198.000000 Penalty: 3169.559326
	Iteration 45Q: 3 clusters Score -2230198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2230222.000000 Penalty: 3169.559326
	Iteration 46Q: 3 clusters Score -2230222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2230237.250000 Penalty: 3169.559326
	Iteration 47Q: 3 clusters Score -2230237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2230255.000000 Penalty: 3169.559326
	Iteration 48Q: 3 clusters Score -2230255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2230263.250000 Penalty: 3169.559326
	Iteration 49Q: 3 clusters Score -2230263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2230279.750000 Penalty: 3169.559326
	Iteration 50Q: 3 clusters Score -2230280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2230289.750000 Penalty: 3169.559326
	Iteration 51Q: 3 clusters Score -2230290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2230298.500000 Penalty: 3169.559326
	Iteration 52Q: 3 clusters Score -2230298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2230301.500000 Penalty: 3169.559326
	Iteration 53Q: 3 clusters Score -2230302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2230306.250000 Penalty: 3169.559326
	Iteration 54Q: 3 clusters Score -2230306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2230308.750000 Penalty: 3169.559326
	Iteration 55Q: 3 clusters Score -2230309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2230310.250000 Penalty: 3169.559326
	Iteration 56Q: 3 clusters Score -2230310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2230309.000000 Penalty: 3169.559326
	Iteration 57Q: 3 clusters Score -2230309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2230309.000000 Penalty: 3169.559326
	Iteration 58F: 3 clusters Score -2230309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Entering Unmasked Estep 
Score: -457853.812500 Penalty: 1334.145142
	Iteration 0F: 2 clusters Score -457853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -454712.468750 Penalty: 2668.290283
	Iteration 0F: 3 clusters Score -454712.5 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -455530.593750 Penalty: 2668.290283
	Iteration 1F: 3 clusters Score -455530.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -455660.156250 Penalty: 2668.290283
	Iteration 2F: 3 clusters Score -455660.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -455745.468750 Penalty: 2668.290283
	Iteration 3Q: 3 clusters Score -455745.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -455800.843750 Penalty: 2668.290283
	Iteration 4Q: 3 clusters Score -455800.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -455852.468750 Penalty: 2668.290283
	Iteration 5Q: 3 clusters Score -455852.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -455902.906250 Penalty: 2668.290283
	Iteration 6Q: 3 clusters Score -455902.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -455938.781250 Penalty: 2668.290283
	Iteration 7Q: 3 clusters Score -455938.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -455969.312500 Penalty: 2668.290283
	Iteration 8Q: 3 clusters Score -455969.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -455992.093750 Penalty: 2668.290283
	Iteration 9Q: 3 clusters Score -455992.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -456008.468750 Penalty: 2668.290283
	Iteration 10Q: 3 clusters Score -456008.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -456027.281250 Penalty: 2668.290283
	Iteration 11Q: 3 clusters Score -456027.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -456041.062500 Penalty: 2668.290283
	Iteration 12Q: 3 clusters Score -456041.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -456054.718750 Penalty: 2668.290283
	Iteration 13Q: 3 clusters Score -456054.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -456075.906250 Penalty: 2668.290283
	Iteration 14Q: 3 clusters Score -456075.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -456094.250000 Penalty: 2668.290283
	Iteration 15Q: 3 clusters Score -456094.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -456107.593750 Penalty: 2668.290283
	Iteration 16Q: 3 clusters Score -456107.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -456125.593750 Penalty: 2668.290283
	Iteration 17Q: 3 clusters Score -456125.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -456145.781250 Penalty: 2668.290283
	Iteration 18Q: 3 clusters Score -456145.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -456171.125000 Penalty: 2668.290283
	Iteration 19Q: 3 clusters Score -456171.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -456198.093750 Penalty: 2668.290283
	Iteration 20F: 3 clusters Score -456198.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -456221.281250 Penalty: 2668.290283
	Iteration 21Q: 3 clusters Score -456221.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -456251.593750 Penalty: 2668.290283
	Iteration 22Q: 3 clusters Score -456251.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -456281.406250 Penalty: 2668.290283
	Iteration 23Q: 3 clusters Score -456281.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -456312.093750 Penalty: 2668.290283
	Iteration 24Q: 3 clusters Score -456312.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -456342.968750 Penalty: 2668.290283
	Iteration 25Q: 3 clusters Score -456343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -456367.093750 Penalty: 2668.290283
	Iteration 26Q: 3 clusters Score -456367.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -456397.093750 Penalty: 2668.290283
	Iteration 27Q: 3 clusters Score -456397.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -456423.687500 Penalty: 2668.290283
	Iteration 28Q: 3 clusters Score -456423.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -456451.562500 Penalty: 2668.290283
	Iteration 29Q: 3 clusters Score -456451.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -456478.250000 Penalty: 2668.290283
	Iteration 30Q: 3 clusters Score -456478.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -456500.031250 Penalty: 2668.290283
	Iteration 31Q: 3 clusters Score -456500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -456524.687500 Penalty: 2668.290283
	Iteration 32Q: 3 clusters Score -456524.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -456548.937500 Penalty: 2668.290283
	Iteration 33Q: 3 clusters Score -456548.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -456570.562500 Penalty: 2668.290283
	Iteration 34Q: 3 clusters Score -456570.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -456593.218750 Penalty: 2668.290283
	Iteration 35Q: 3 clusters Score -456593.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -456611.187500 Penalty: 2668.290283
	Iteration 36Q: 3 clusters Score -456611.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -456628.593750 Penalty: 2668.290283
	Iteration 37Q: 3 clusters Score -456628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -456634.750000 Penalty: 2668.290283
	Iteration 38Q: 3 clusters Score -456634.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -456640.562500 Penalty: 2668.290283
	Iteration 39Q: 3 clusters Score -456640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -456644.718750 Penalty: 2668.290283
	Iteration 40F: 3 clusters Score -456644.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -456652.093750 Penalty: 2668.290283
	Iteration 41Q: 3 clusters Score -456652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -456663.031250 Penalty: 2668.290283
	Iteration 42Q: 3 clusters Score -456663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -456670.125000 Penalty: 2668.290283
	Iteration 43Q: 3 clusters Score -456670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -456675.750000 Penalty: 2668.290283
	Iteration 44Q: 3 clusters Score -456675.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -456684.593750 Penalty: 2668.290283
	Iteration 45Q: 3 clusters Score -456684.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -456693.250000 Penalty: 2668.290283
	Iteration 46Q: 3 clusters Score -456693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -456706.531250 Penalty: 2668.290283
	Iteration 47Q: 3 clusters Score -456706.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -456713.062500 Penalty: 2668.290283
	Iteration 48Q: 3 clusters Score -456713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -456721.000000 Penalty: 2668.290283
	Iteration 49Q: 3 clusters Score -456721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -456728.718750 Penalty: 2668.290283
	Iteration 50Q: 3 clusters Score -456728.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -456736.312500 Penalty: 2668.290283
	Iteration 51Q: 3 clusters Score -456736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -456742.906250 Penalty: 2668.290283
	Iteration 52Q: 3 clusters Score -456742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -456750.250000 Penalty: 2668.290283
	Iteration 53Q: 3 clusters Score -456750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -456755.218750 Penalty: 2668.290283
	Iteration 54Q: 3 clusters Score -456755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -456758.843750 Penalty: 2668.290283
	Iteration 55Q: 3 clusters Score -456758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -456761.031250 Penalty: 2668.290283
	Iteration 56Q: 3 clusters Score -456761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -456761.031250 Penalty: 2668.290283
	Iteration 57Q: 3 clusters Score -456761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -456762.437500 Penalty: 2668.290283
	Iteration 58Q: 3 clusters Score -456762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -456762.437500 Penalty: 2668.290283
	Iteration 59F: 3 clusters Score -456762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -49352.281250 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -49352.28 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 200 members 
Entering Unmasked Estep 
Score: -48356.859375 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -48356.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48497.515625 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -48497.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48542.109375 Penalty: 1944.779297
	Iteration 2Q: 3 clusters Score -48542.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48559.375000 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -48559.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48562.804688 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -48562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48562.804688 Penalty: 1944.779297
	Iteration 5F: 3 clusters Score -48562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -889385.875000 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -889385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -884030.125000 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -884030.1 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -885783.187500 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -885783.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -886137.500000 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -886137.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -886441.500000 Penalty: 2885.058350
	Iteration 3F: 3 clusters Score -886441.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -886722.625000 Penalty: 2885.058350
	Iteration 4F: 3 clusters Score -886722.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -886948.875000 Penalty: 2885.058350
	Iteration 5Q: 3 clusters Score -886948.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -887140.000000 Penalty: 2885.058350
	Iteration 6Q: 3 clusters Score -887140 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -887299.312500 Penalty: 2885.058350
	Iteration 7Q: 3 clusters Score -887299.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -887429.562500 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -887429.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -887544.250000 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -887544.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -887628.500000 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -887628.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -887704.625000 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -887704.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -887769.562500 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -887769.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -887815.875000 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -887815.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -887854.437500 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -887854.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -887889.500000 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -887889.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -887905.187500 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -887905.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -887920.500000 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -887920.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -887935.750000 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -887935.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -887947.750000 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -887947.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -887962.687500 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -887962.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -887978.125000 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -887978.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -887984.875000 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -887984.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -887991.687500 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -887991.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -887999.187500 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -887999.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -888004.125000 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -888004.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -888006.062500 Penalty: 2885.058350
	Iteration 26Q: 3 clusters Score -888006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -888008.250000 Penalty: 2885.058350
	Iteration 27Q: 3 clusters Score -888008.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -888010.812500 Penalty: 2885.058350
	Iteration 28Q: 3 clusters Score -888010.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -888015.250000 Penalty: 2885.058350
	Iteration 29Q: 3 clusters Score -888015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -888021.312500 Penalty: 2885.058350
	Iteration 30Q: 3 clusters Score -888021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -888020.500000 Penalty: 2885.058350
	Iteration 31Q: 3 clusters Score -888020.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -888024.000000 Penalty: 2885.058350
	Iteration 32Q: 3 clusters Score -888024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -888023.062500 Penalty: 2885.058350
	Iteration 33Q: 3 clusters Score -888023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -888025.250000 Penalty: 2885.058350
	Iteration 34Q: 3 clusters Score -888025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -888023.562500 Penalty: 2885.058350
	Iteration 35Q: 3 clusters Score -888023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -888025.062500 Penalty: 2885.058350
	Iteration 36Q: 3 clusters Score -888025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -888024.500000 Penalty: 2885.058350
	Iteration 37Q: 3 clusters Score -888024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -888024.500000 Penalty: 2885.058350
	Iteration 38Q: 3 clusters Score -888024.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -888026.000000 Penalty: 2885.058350
	Iteration 39Q: 3 clusters Score -888026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -888025.750000 Penalty: 2885.058350
	Iteration 40F: 3 clusters Score -888025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -888026.250000 Penalty: 2885.058350
	Iteration 41Q: 3 clusters Score -888026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -888025.500000 Penalty: 2885.058350
	Iteration 42Q: 3 clusters Score -888025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -888025.125000 Penalty: 2885.058350
	Iteration 43Q: 3 clusters Score -888025.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -888025.125000 Penalty: 2885.058350
	Iteration 44F: 3 clusters Score -888025.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Entering Unmasked Estep 
Score: -4437415.000000 Penalty: 1700.755005
	Iteration 0F: 2 clusters Score -4437415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -4413774.500000 Penalty: 3401.510010
	Iteration 0F: 3 clusters Score -4413774 nChanged 16234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4422953.000000 Penalty: 3401.510010
	Iteration 1F: 3 clusters Score -4422953 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -4423446.000000 Penalty: 3401.510010
	Iteration 2Q: 3 clusters Score -4423446 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -4424048.500000 Penalty: 3401.510010
	Iteration 3Q: 3 clusters Score -4424048 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4424969.000000 Penalty: 3401.510010
	Iteration 4F: 3 clusters Score -4424969 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4426439.500000 Penalty: 3401.510010
	Iteration 5F: 3 clusters Score -4426440 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -4428673.000000 Penalty: 3401.510010
	Iteration 6F: 3 clusters Score -4428673 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4431263.000000 Penalty: 3401.510010
	Iteration 7F: 3 clusters Score -4431263 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4433575.000000 Penalty: 3401.510010
	Iteration 8F: 3 clusters Score -4433575 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4434954.500000 Penalty: 3401.510010
	Iteration 9Q: 3 clusters Score -4434954 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4435473.500000 Penalty: 3401.510010
	Iteration 10Q: 3 clusters Score -4435474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4435652.500000 Penalty: 3401.510010
	Iteration 11Q: 3 clusters Score -4435652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -4435739.000000 Penalty: 3401.510010
	Iteration 12Q: 3 clusters Score -4435739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4435790.000000 Penalty: 3401.510010
	Iteration 13Q: 3 clusters Score -4435790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4435825.500000 Penalty: 3401.510010
	Iteration 14Q: 3 clusters Score -4435826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4435847.500000 Penalty: 3401.510010
	Iteration 15Q: 3 clusters Score -4435848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4435855.500000 Penalty: 3401.510010
	Iteration 16Q: 3 clusters Score -4435856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -4435856.500000 Penalty: 3401.510010
	Iteration 17Q: 3 clusters Score -4435856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4435858.500000 Penalty: 3401.510010
	Iteration 18Q: 3 clusters Score -4435858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -4435858.500000 Penalty: 3401.510010
	Iteration 19F: 3 clusters Score -4435858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -68881.187500 Penalty: 1055.725952
	Iteration 0F: 2 clusters Score -68881.19 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 317 members 
Entering Unmasked Estep 
Score: -67726.335938 Penalty: 2111.451904
	Iteration 0F: 3 clusters Score -67726.34 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68062.390625 Penalty: 2111.451904
	Iteration 1F: 3 clusters Score -68062.39 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68249.000000 Penalty: 2111.451904
	Iteration 2F: 3 clusters Score -68249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -68403.117188 Penalty: 2111.451904
	Iteration 3F: 3 clusters Score -68403.12 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68533.757812 Penalty: 2111.451904
	Iteration 4F: 3 clusters Score -68533.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68637.015625 Penalty: 2111.451904
	Iteration 5Q: 3 clusters Score -68637.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68679.531250 Penalty: 2111.451904
	Iteration 6Q: 3 clusters Score -68679.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68703.320312 Penalty: 2111.451904
	Iteration 7Q: 3 clusters Score -68703.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68722.921875 Penalty: 2111.451904
	Iteration 8Q: 3 clusters Score -68722.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68731.703125 Penalty: 2111.451904
	Iteration 9Q: 3 clusters Score -68731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68741.757812 Penalty: 2111.451904
	Iteration 10Q: 3 clusters Score -68741.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68753.367188 Penalty: 2111.451904
	Iteration 11Q: 3 clusters Score -68753.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68763.554688 Penalty: 2111.451904
	Iteration 12Q: 3 clusters Score -68763.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68787.679688 Penalty: 2111.451904
	Iteration 13Q: 3 clusters Score -68787.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68789.539062 Penalty: 2111.451904
	Iteration 14Q: 3 clusters Score -68789.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68790.023438 Penalty: 2111.451904
	Iteration 15Q: 3 clusters Score -68790.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68790.023438 Penalty: 2111.451904
	Iteration 16F: 3 clusters Score -68790.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -18196.134766 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -18196.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17570.390625 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -17570.39 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17710.917969 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -17710.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17747.160156 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -17747.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -17767.080078 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -17767.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17789.652344 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -17789.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -17797.240234 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -17797.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17802.921875 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -17802.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17807.681641 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -17807.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17807.681641 Penalty: 1782.559082
	Iteration 8F: 3 clusters Score -17807.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Entering Unmasked Estep 
Score: -751773.562500 Penalty: 1411.489868
	Iteration 0F: 2 clusters Score -751773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -747253.000000 Penalty: 2822.979736
	Iteration 0F: 3 clusters Score -747253 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -748473.062500 Penalty: 2822.979736
	Iteration 1F: 3 clusters Score -748473.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -748646.937500 Penalty: 2822.979736
	Iteration 2F: 3 clusters Score -748646.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -748767.000000 Penalty: 2822.979736
	Iteration 3Q: 3 clusters Score -748767 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -748857.937500 Penalty: 2822.979736
	Iteration 4Q: 3 clusters Score -748857.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -748944.250000 Penalty: 2822.979736
	Iteration 5Q: 3 clusters Score -748944.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -749020.625000 Penalty: 2822.979736
	Iteration 6Q: 3 clusters Score -749020.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -749075.000000 Penalty: 2822.979736
	Iteration 7Q: 3 clusters Score -749075 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -749126.062500 Penalty: 2822.979736
	Iteration 8Q: 3 clusters Score -749126.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -749188.750000 Penalty: 2822.979736
	Iteration 9Q: 3 clusters Score -749188.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -749264.937500 Penalty: 2822.979736
	Iteration 10Q: 3 clusters Score -749264.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -749335.625000 Penalty: 2822.979736
	Iteration 11Q: 3 clusters Score -749335.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -749420.437500 Penalty: 2822.979736
	Iteration 12Q: 3 clusters Score -749420.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -749521.000000 Penalty: 2822.979736
	Iteration 13Q: 3 clusters Score -749521 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -749615.375000 Penalty: 2822.979736
	Iteration 14Q: 3 clusters Score -749615.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -749717.500000 Penalty: 2822.979736
	Iteration 15Q: 3 clusters Score -749717.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -749823.312500 Penalty: 2822.979736
	Iteration 16Q: 3 clusters Score -749823.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -749929.375000 Penalty: 2822.979736
	Iteration 17Q: 3 clusters Score -749929.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -750039.312500 Penalty: 2822.979736
	Iteration 18Q: 3 clusters Score -750039.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -750127.437500 Penalty: 2822.979736
	Iteration 19Q: 3 clusters Score -750127.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -750193.187500 Penalty: 2822.979736
	Iteration 20F: 3 clusters Score -750193.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -750236.937500 Penalty: 2822.979736
	Iteration 21Q: 3 clusters Score -750236.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -750267.437500 Penalty: 2822.979736
	Iteration 22Q: 3 clusters Score -750267.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -750282.187500 Penalty: 2822.979736
	Iteration 23Q: 3 clusters Score -750282.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -750289.062500 Penalty: 2822.979736
	Iteration 24Q: 3 clusters Score -750289.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -750295.500000 Penalty: 2822.979736
	Iteration 25Q: 3 clusters Score -750295.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -750300.000000 Penalty: 2822.979736
	Iteration 26Q: 3 clusters Score -750300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -750306.062500 Penalty: 2822.979736
	Iteration 27Q: 3 clusters Score -750306.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -750310.687500 Penalty: 2822.979736
	Iteration 28Q: 3 clusters Score -750310.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -750317.625000 Penalty: 2822.979736
	Iteration 29Q: 3 clusters Score -750317.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -750321.062500 Penalty: 2822.979736
	Iteration 30Q: 3 clusters Score -750321.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -750324.937500 Penalty: 2822.979736
	Iteration 31Q: 3 clusters Score -750324.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -750329.125000 Penalty: 2822.979736
	Iteration 32Q: 3 clusters Score -750329.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -750332.375000 Penalty: 2822.979736
	Iteration 33Q: 3 clusters Score -750332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -750333.375000 Penalty: 2822.979736
	Iteration 34Q: 3 clusters Score -750333.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -750336.375000 Penalty: 2822.979736
	Iteration 35Q: 3 clusters Score -750336.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -750340.562500 Penalty: 2822.979736
	Iteration 36Q: 3 clusters Score -750340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -750340.812500 Penalty: 2822.979736
	Iteration 37Q: 3 clusters Score -750340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -750341.562500 Penalty: 2822.979736
	Iteration 38Q: 3 clusters Score -750341.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -750347.187500 Penalty: 2822.979736
	Iteration 39Q: 3 clusters Score -750347.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -750349.875000 Penalty: 2822.979736
	Iteration 40F: 3 clusters Score -750349.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -750356.562500 Penalty: 2822.979736
	Iteration 41Q: 3 clusters Score -750356.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -750358.562500 Penalty: 2822.979736
	Iteration 42Q: 3 clusters Score -750358.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -750360.562500 Penalty: 2822.979736
	Iteration 43Q: 3 clusters Score -750360.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -750362.687500 Penalty: 2822.979736
	Iteration 44Q: 3 clusters Score -750362.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -750365.250000 Penalty: 2822.979736
	Iteration 45Q: 3 clusters Score -750365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -750367.000000 Penalty: 2822.979736
	Iteration 46Q: 3 clusters Score -750367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -750371.687500 Penalty: 2822.979736
	Iteration 47Q: 3 clusters Score -750371.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -750373.750000 Penalty: 2822.979736
	Iteration 48Q: 3 clusters Score -750373.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -750377.687500 Penalty: 2822.979736
	Iteration 49Q: 3 clusters Score -750377.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -750376.625000 Penalty: 2822.979736
	Iteration 50Q: 3 clusters Score -750376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -750377.000000 Penalty: 2822.979736
	Iteration 51Q: 3 clusters Score -750377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -750378.625000 Penalty: 2822.979736
	Iteration 52Q: 3 clusters Score -750378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -750377.750000 Penalty: 2822.979736
	Iteration 53Q: 3 clusters Score -750377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -750379.500000 Penalty: 2822.979736
	Iteration 54Q: 3 clusters Score -750379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -750380.250000 Penalty: 2822.979736
	Iteration 55Q: 3 clusters Score -750380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -750381.500000 Penalty: 2822.979736
	Iteration 56Q: 3 clusters Score -750381.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -750381.500000 Penalty: 2822.979736
	Iteration 57F: 3 clusters Score -750381.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -287349.031250 Penalty: 1254.286377
	Iteration 0F: 2 clusters Score -287349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285041.656250 Penalty: 2508.572754
	Iteration 0F: 3 clusters Score -285041.7 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -285543.906250 Penalty: 2508.572754
	Iteration 1F: 3 clusters Score -285543.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -285647.781250 Penalty: 2508.572754
	Iteration 2F: 3 clusters Score -285647.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -285709.906250 Penalty: 2508.572754
	Iteration 3Q: 3 clusters Score -285709.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -285751.375000 Penalty: 2508.572754
	Iteration 4Q: 3 clusters Score -285751.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285780.218750 Penalty: 2508.572754
	Iteration 5Q: 3 clusters Score -285780.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -285795.406250 Penalty: 2508.572754
	Iteration 6Q: 3 clusters Score -285795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -285806.062500 Penalty: 2508.572754
	Iteration 7Q: 3 clusters Score -285806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285815.375000 Penalty: 2508.572754
	Iteration 8Q: 3 clusters Score -285815.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -285824.968750 Penalty: 2508.572754
	Iteration 9Q: 3 clusters Score -285825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -285833.812500 Penalty: 2508.572754
	Iteration 10Q: 3 clusters Score -285833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -285839.375000 Penalty: 2508.572754
	Iteration 11Q: 3 clusters Score -285839.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -285844.718750 Penalty: 2508.572754
	Iteration 12Q: 3 clusters Score -285844.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -285847.312500 Penalty: 2508.572754
	Iteration 13Q: 3 clusters Score -285847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -285848.125000 Penalty: 2508.572754
	Iteration 14Q: 3 clusters Score -285848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -285848.562500 Penalty: 2508.572754
	Iteration 15Q: 3 clusters Score -285848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -285849.593750 Penalty: 2508.572754
	Iteration 16Q: 3 clusters Score -285849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -285850.406250 Penalty: 2508.572754
	Iteration 17Q: 3 clusters Score -285850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -285850.406250 Penalty: 2508.572754
	Iteration 18F: 3 clusters Score -285850.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 172 members 
Mstep: Class 3 contains 63967 members 
Mstep: Class 4 contains 2574 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21894 members 
Mstep: Class 8 contains 70493 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83449 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16384 members 
Mstep: Class 16 contains 7342 members 
Mstep: Class 17 contains 225 members 
Mstep: Class 18 contains 60890 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7166 members 
Mstep: Class 23 contains 35108 members 
Mstep: Class 24 contains 663 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 5920 members 
Mstep: Class 27 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 29. Lose 1948.983154 but Gain 2124.988281
Score: -59786792.000000 Penalty: 59499.636719
Iteration 159Q: 29 clusters Score -5.978679e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 189 members 
Mstep: Class 3 contains 63150 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 22318 members 
Mstep: Class 8 contains 71203 members 
Mstep: Class 9 contains 13379 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 83875 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16469 members 
Mstep: Class 16 contains 7345 members 
Mstep: Class 17 contains 277 members 
Mstep: Class 18 contains 61707 members 
Mstep: Class 19 contains 17316 members 
Mstep: Class 20 contains 3709 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 35258 members 
Mstep: Class 24 contains 687 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 5921 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 41654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790228.000000 Penalty: 59499.636719
Iteration 160F: 29 clusters Score -5.979023e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 62380 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3356 members 
Mstep: Class 7 contains 22201 members 
Mstep: Class 8 contains 71500 members 
Mstep: Class 9 contains 13365 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 83978 members 
Mstep: Class 13 contains 1962 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16482 members 
Mstep: Class 16 contains 7331 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 18 contains 61794 members 
Mstep: Class 19 contains 17382 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7201 members 
Mstep: Class 23 contains 34428 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 5918 members 
Mstep: Class 27 contains 2250 members 
Mstep: Class 28 contains 42847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791544.000000 Penalty: 59499.636719
Iteration 161Q: 29 clusters Score -5.979154e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 61767 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 22076 members 
Mstep: Class 8 contains 71959 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 84055 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16497 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 290 members 
Mstep: Class 18 contains 61746 members 
Mstep: Class 19 contains 17463 members 
Mstep: Class 20 contains 3725 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7179 members 
Mstep: Class 23 contains 33887 members 
Mstep: Class 24 contains 691 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 5911 members 
Mstep: Class 27 contains 2248 members 
Mstep: Class 28 contains 43581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792472.000000 Penalty: 59499.636719
Iteration 162Q: 29 clusters Score -5.979247e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 61271 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 21955 members 
Mstep: Class 8 contains 72403 members 
Mstep: Class 9 contains 13324 members 
Mstep: Class 10 contains 6274 members 
Mstep: Class 11 contains 7448 members 
Mstep: Class 12 contains 84095 members 
Mstep: Class 13 contains 1973 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16536 members 
Mstep: Class 16 contains 7312 members 
Mstep: Class 17 contains 291 members 
Mstep: Class 18 contains 61612 members 
Mstep: Class 19 contains 17525 members 
Mstep: Class 20 contains 3728 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7162 members 
Mstep: Class 23 contains 33452 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 2252 members 
Mstep: Class 28 contains 44207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792720.000000 Penalty: 59499.636719
Iteration 163Q: 29 clusters Score -5.979272e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 60847 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 21841 members 
Mstep: Class 8 contains 72874 members 
Mstep: Class 9 contains 13304 members 
Mstep: Class 10 contains 6276 members 
Mstep: Class 11 contains 7440 members 
Mstep: Class 12 contains 84159 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 242 members 
Mstep: Class 15 contains 16578 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 61398 members 
Mstep: Class 19 contains 17571 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7151 members 
Mstep: Class 23 contains 33083 members 
Mstep: Class 24 contains 693 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 2254 members 
Mstep: Class 28 contains 44723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793128.000000 Penalty: 59499.636719
Iteration 164Q: 29 clusters Score -5.979313e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 60558 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 21753 members 
Mstep: Class 8 contains 73316 members 
Mstep: Class 9 contains 13286 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 84195 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16627 members 
Mstep: Class 16 contains 7305 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 61134 members 
Mstep: Class 19 contains 17602 members 
Mstep: Class 20 contains 3740 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7139 members 
Mstep: Class 23 contains 32748 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5918 members 
Mstep: Class 27 contains 2255 members 
Mstep: Class 28 contains 45171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793176.000000 Penalty: 59499.636719
Iteration 165Q: 29 clusters Score -5.979318e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 183 members 
Mstep: Class 3 contains 60322 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 21676 members 
Mstep: Class 8 contains 73759 members 
Mstep: Class 9 contains 13279 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 7435 members 
Mstep: Class 12 contains 84179 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16673 members 
Mstep: Class 16 contains 7298 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 60840 members 
Mstep: Class 19 contains 17630 members 
Mstep: Class 20 contains 3742 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7120 members 
Mstep: Class 23 contains 32476 members 
Mstep: Class 24 contains 695 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5917 members 
Mstep: Class 27 contains 2259 members 
Mstep: Class 28 contains 45572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793360.000000 Penalty: 59499.636719
Iteration 166Q: 29 clusters Score -5.979336e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 60112 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 21609 members 
Mstep: Class 8 contains 74176 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 84178 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16722 members 
Mstep: Class 16 contains 7289 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 60526 members 
Mstep: Class 19 contains 17636 members 
Mstep: Class 20 contains 3747 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7114 members 
Mstep: Class 23 contains 32251 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5923 members 
Mstep: Class 27 contains 2264 members 
Mstep: Class 28 contains 45916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793612.000000 Penalty: 59499.636719
Iteration 167Q: 29 clusters Score -5.979361e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59936 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 21543 members 
Mstep: Class 8 contains 74560 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6281 members 
Mstep: Class 11 contains 7430 members 
Mstep: Class 12 contains 84179 members 
Mstep: Class 13 contains 2014 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16764 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 60219 members 
Mstep: Class 19 contains 17651 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7112 members 
Mstep: Class 23 contains 32062 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 2268 members 
Mstep: Class 28 contains 46210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793688.000000 Penalty: 59499.636719
Iteration 168Q: 29 clusters Score -5.979369e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59744 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 21476 members 
Mstep: Class 8 contains 74940 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 84185 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16804 members 
Mstep: Class 16 contains 7285 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 59931 members 
Mstep: Class 19 contains 17657 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7109 members 
Mstep: Class 23 contains 31912 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5926 members 
Mstep: Class 27 contains 2272 members 
Mstep: Class 28 contains 46478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793788.000000 Penalty: 59499.636719
Iteration 169Q: 29 clusters Score -5.979379e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59578 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 21437 members 
Mstep: Class 8 contains 75297 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 84186 members 
Mstep: Class 13 contains 2030 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16832 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 59669 members 
Mstep: Class 19 contains 17660 members 
Mstep: Class 20 contains 3750 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7102 members 
Mstep: Class 23 contains 31766 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 46693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793552.000000 Penalty: 59499.636719
Iteration 170Q: 29 clusters Score -5.979355e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59456 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3351 members 
Mstep: Class 7 contains 21405 members 
Mstep: Class 8 contains 75604 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 6281 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 84208 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 7283 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 59405 members 
Mstep: Class 19 contains 17665 members 
Mstep: Class 20 contains 3753 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7105 members 
Mstep: Class 23 contains 31641 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 2275 members 
Mstep: Class 28 contains 46862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793556.000000 Penalty: 59499.636719
Iteration 171Q: 29 clusters Score -5.979356e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59341 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3350 members 
Mstep: Class 7 contains 21374 members 
Mstep: Class 8 contains 75854 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6282 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 84230 members 
Mstep: Class 13 contains 2042 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16870 members 
Mstep: Class 16 contains 7282 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 59174 members 
Mstep: Class 19 contains 17679 members 
Mstep: Class 20 contains 3756 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7110 members 
Mstep: Class 23 contains 31547 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5933 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 47032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793652.000000 Penalty: 59499.636719
Iteration 172Q: 29 clusters Score -5.979365e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59253 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 21342 members 
Mstep: Class 8 contains 76063 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 7403 members 
Mstep: Class 12 contains 84255 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 7280 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 58954 members 
Mstep: Class 19 contains 17694 members 
Mstep: Class 20 contains 3760 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7106 members 
Mstep: Class 23 contains 31476 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 47183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793572.000000 Penalty: 59499.636719
Iteration 173Q: 29 clusters Score -5.979357e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59188 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 21315 members 
Mstep: Class 8 contains 76224 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 11 contains 7399 members 
Mstep: Class 12 contains 84280 members 
Mstep: Class 13 contains 2051 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16896 members 
Mstep: Class 16 contains 7278 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 58766 members 
Mstep: Class 19 contains 17709 members 
Mstep: Class 20 contains 3764 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7107 members 
Mstep: Class 23 contains 31401 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5936 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 47315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793708.000000 Penalty: 59499.636719
Iteration 174Q: 29 clusters Score -5.979371e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59137 members 
Mstep: Class 4 contains 2565 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 21280 members 
Mstep: Class 8 contains 76387 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 84308 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16922 members 
Mstep: Class 16 contains 7275 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 58566 members 
Mstep: Class 19 contains 17716 members 
Mstep: Class 20 contains 3766 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7106 members 
Mstep: Class 23 contains 31334 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5940 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 47441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793556.000000 Penalty: 59499.636719
Iteration 175Q: 29 clusters Score -5.979356e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59081 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 21272 members 
Mstep: Class 8 contains 76550 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 7393 members 
Mstep: Class 12 contains 84326 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16939 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 58368 members 
Mstep: Class 19 contains 17725 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7107 members 
Mstep: Class 23 contains 31268 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5938 members 
Mstep: Class 27 contains 2280 members 
Mstep: Class 28 contains 47555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793540.000000 Penalty: 59499.636719
Iteration 176Q: 29 clusters Score -5.979354e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 59022 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3348 members 
Mstep: Class 7 contains 21269 members 
Mstep: Class 8 contains 76714 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 84319 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 58219 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7102 members 
Mstep: Class 23 contains 31219 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 2283 members 
Mstep: Class 28 contains 47632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793576.000000 Penalty: 59499.636719
Iteration 177Q: 29 clusters Score -5.979358e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58959 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 21251 members 
Mstep: Class 8 contains 76867 members 
Mstep: Class 9 contains 13269 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 7386 members 
Mstep: Class 12 contains 84320 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16971 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 58080 members 
Mstep: Class 19 contains 17741 members 
Mstep: Class 20 contains 3780 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7098 members 
Mstep: Class 23 contains 31174 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5946 members 
Mstep: Class 27 contains 2281 members 
Mstep: Class 28 contains 47723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793472.000000 Penalty: 59499.636719
Iteration 178Q: 29 clusters Score -5.979347e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58904 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 21240 members 
Mstep: Class 8 contains 77002 members 
Mstep: Class 9 contains 13265 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 7383 members 
Mstep: Class 12 contains 84327 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16981 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57968 members 
Mstep: Class 19 contains 17741 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7090 members 
Mstep: Class 23 contains 31132 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5943 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 47798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793500.000000 Penalty: 59499.636719
Iteration 179Q: 29 clusters Score -5.97935e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58860 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 21225 members 
Mstep: Class 8 contains 77114 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7383 members 
Mstep: Class 12 contains 84329 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16987 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57876 members 
Mstep: Class 19 contains 17736 members 
Mstep: Class 20 contains 3785 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7085 members 
Mstep: Class 23 contains 31088 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 47878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793460.000000 Penalty: 59499.636719
Iteration 180F: 29 clusters Score -5.979346e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58827 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 21222 members 
Mstep: Class 8 contains 77202 members 
Mstep: Class 9 contains 13262 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7381 members 
Mstep: Class 12 contains 84321 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16983 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57776 members 
Mstep: Class 19 contains 17742 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7085 members 
Mstep: Class 23 contains 31053 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 2278 members 
Mstep: Class 28 contains 47967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793376.000000 Penalty: 59499.636719
Iteration 181Q: 29 clusters Score -5.979338e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58793 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3345 members 
Mstep: Class 7 contains 21224 members 
Mstep: Class 8 contains 77266 members 
Mstep: Class 9 contains 13264 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7376 members 
Mstep: Class 12 contains 84331 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16980 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57692 members 
Mstep: Class 19 contains 17741 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 31033 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5944 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793440.000000 Penalty: 59499.636719
Iteration 182Q: 29 clusters Score -5.979344e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58747 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21221 members 
Mstep: Class 8 contains 77349 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 84331 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16975 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57614 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7087 members 
Mstep: Class 23 contains 31016 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793476.000000 Penalty: 59499.636719
Iteration 183Q: 29 clusters Score -5.979348e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58720 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21215 members 
Mstep: Class 8 contains 77397 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7370 members 
Mstep: Class 12 contains 84332 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16975 members 
Mstep: Class 16 contains 7265 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57565 members 
Mstep: Class 19 contains 17738 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30994 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5955 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793464.000000 Penalty: 59499.636719
Iteration 184Q: 29 clusters Score -5.979346e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58702 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 77446 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7366 members 
Mstep: Class 12 contains 84338 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16973 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57515 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 3784 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30979 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5956 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793392.000000 Penalty: 59499.636719
Iteration 185Q: 29 clusters Score -5.979339e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58672 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 77511 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 84344 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57456 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 3785 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30976 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793376.000000 Penalty: 59499.636719
Iteration 186Q: 29 clusters Score -5.979338e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58629 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 77561 members 
Mstep: Class 9 contains 13278 members 
Mstep: Class 10 contains 6289 members 
Mstep: Class 11 contains 7358 members 
Mstep: Class 12 contains 84350 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16976 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57399 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 3787 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30964 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5954 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793448.000000 Penalty: 59499.636719
Iteration 187Q: 29 clusters Score -5.979345e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58595 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21211 members 
Mstep: Class 8 contains 77608 members 
Mstep: Class 9 contains 13278 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 7356 members 
Mstep: Class 12 contains 84363 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16977 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57357 members 
Mstep: Class 19 contains 17748 members 
Mstep: Class 20 contains 3789 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 30952 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5952 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793400.000000 Penalty: 59499.636719
Iteration 188Q: 29 clusters Score -5.97934e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58571 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3343 members 
Mstep: Class 7 contains 21206 members 
Mstep: Class 8 contains 77650 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84377 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16978 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57316 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3790 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7078 members 
Mstep: Class 23 contains 30943 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5951 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793416.000000 Penalty: 59499.636719
Iteration 189Q: 29 clusters Score -5.979342e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58556 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21202 members 
Mstep: Class 8 contains 77685 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84382 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16970 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57284 members 
Mstep: Class 19 contains 17751 members 
Mstep: Class 20 contains 3793 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7078 members 
Mstep: Class 23 contains 30939 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793360.000000 Penalty: 59499.636719
Iteration 190Q: 29 clusters Score -5.979336e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58545 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 77714 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84388 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57255 members 
Mstep: Class 19 contains 17752 members 
Mstep: Class 20 contains 3796 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7079 members 
Mstep: Class 23 contains 30935 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5954 members 
Mstep: Class 27 contains 2277 members 
Mstep: Class 28 contains 48312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793364.000000 Penalty: 59499.636719
Iteration 191Q: 29 clusters Score -5.979336e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58539 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 77741 members 
Mstep: Class 9 contains 13275 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84389 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16962 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57229 members 
Mstep: Class 19 contains 17753 members 
Mstep: Class 20 contains 3797 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7079 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793376.000000 Penalty: 59499.636719
Iteration 192Q: 29 clusters Score -5.979338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58531 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 77766 members 
Mstep: Class 9 contains 13276 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16959 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57210 members 
Mstep: Class 19 contains 17749 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5961 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793352.000000 Penalty: 59499.636719
Iteration 193Q: 29 clusters Score -5.979335e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58521 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 77789 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84384 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16956 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57200 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793300.000000 Penalty: 59499.636719
Iteration 194Q: 29 clusters Score -5.97933e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58513 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 77804 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16955 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57188 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793276.000000 Penalty: 59499.636719
Iteration 195Q: 29 clusters Score -5.979328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58512 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 77814 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84382 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16952 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57174 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5958 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793236.000000 Penalty: 59499.636719
Iteration 196Q: 29 clusters Score -5.979324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58511 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21187 members 
Mstep: Class 8 contains 77825 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84384 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16949 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57164 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793256.000000 Penalty: 59499.636719
Iteration 197Q: 29 clusters Score -5.979326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58512 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 77831 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84382 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16947 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57156 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30929 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5954 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793236.000000 Penalty: 59499.636719
Iteration 198Q: 29 clusters Score -5.979324e+07 nChanged 29
Entering ConstructFrom: 
Score: -59793236.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (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: -51844.796875 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -51844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50941.082031 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -50941.08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51198.746094 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -51198.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -51302.726562 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -51302.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51390.328125 Penalty: 2016.481323
	Iteration 3F: 3 clusters Score -51390.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51442.109375 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -51442.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -51492.183594 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -51492.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -51511.054688 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -51511.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51521.695312 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -51521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51522.699219 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -51522.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51522.699219 Penalty: 2016.481323
	Iteration 9F: 3 clusters Score -51522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -12613.538086 Penalty: 847.427063
	Iteration 0F: 2 clusters Score -12613.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12063.979492 Penalty: 1694.854126
	Iteration 0F: 3 clusters Score -12063.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12275.316406 Penalty: 1694.854126
	Iteration 1F: 3 clusters Score -12275.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12322.557617 Penalty: 1694.854126
	Iteration 2Q: 3 clusters Score -12322.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12333.312500 Penalty: 1694.854126
	Iteration 3Q: 3 clusters Score -12333.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12333.312500 Penalty: 1694.854126
	Iteration 4F: 3 clusters Score -12333.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Entering Unmasked Estep 
Score: -7637736.000000 Penalty: 1783.754761
	Iteration 0F: 2 clusters Score -7637736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -7598844.500000 Penalty: 3567.509521
	Iteration 0F: 3 clusters Score -7598844 nChanged 27524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -7614181.500000 Penalty: 3567.509521
	Iteration 1F: 3 clusters Score -7614182 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -7614679.500000 Penalty: 3567.509521
	Iteration 2Q: 3 clusters Score -7614680 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -7615339.500000 Penalty: 3567.509521
	Iteration 3Q: 3 clusters Score -7615340 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -7616302.500000 Penalty: 3567.509521
	Iteration 4Q: 3 clusters Score -7616302 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7617904.000000 Penalty: 3567.509521
	Iteration 5Q: 3 clusters Score -7617904 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -7620400.000000 Penalty: 3567.509521
	Iteration 6F: 3 clusters Score -7620400 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -7624249.500000 Penalty: 3567.509521
	Iteration 7F: 3 clusters Score -7624250 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -7628837.000000 Penalty: 3567.509521
	Iteration 8F: 3 clusters Score -7628837 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7632490.000000 Penalty: 3567.509521
	Iteration 9F: 3 clusters Score -7632490 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7634562.000000 Penalty: 3567.509521
	Iteration 10Q: 3 clusters Score -7634562 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7635515.500000 Penalty: 3567.509521
	Iteration 11Q: 3 clusters Score -7635516 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7635836.000000 Penalty: 3567.509521
	Iteration 12Q: 3 clusters Score -7635836 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7635965.500000 Penalty: 3567.509521
	Iteration 13Q: 3 clusters Score -7635966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7636030.500000 Penalty: 3567.509521
	Iteration 14Q: 3 clusters Score -7636030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7636076.000000 Penalty: 3567.509521
	Iteration 15Q: 3 clusters Score -7636076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7636111.500000 Penalty: 3567.509521
	Iteration 16Q: 3 clusters Score -7636112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7636131.000000 Penalty: 3567.509521
	Iteration 17Q: 3 clusters Score -7636131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7636162.000000 Penalty: 3567.509521
	Iteration 18Q: 3 clusters Score -7636162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7636175.500000 Penalty: 3567.509521
	Iteration 19Q: 3 clusters Score -7636176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58327 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7636183.500000 Penalty: 3567.509521
	Iteration 20F: 3 clusters Score -7636184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7636195.000000 Penalty: 3567.509521
	Iteration 21Q: 3 clusters Score -7636195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7636212.000000 Penalty: 3567.509521
	Iteration 22Q: 3 clusters Score -7636212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7636222.500000 Penalty: 3567.509521
	Iteration 23Q: 3 clusters Score -7636222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7636227.000000 Penalty: 3567.509521
	Iteration 24Q: 3 clusters Score -7636227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7636246.500000 Penalty: 3567.509521
	Iteration 25Q: 3 clusters Score -7636246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7636254.500000 Penalty: 3567.509521
	Iteration 26Q: 3 clusters Score -7636254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7636256.500000 Penalty: 3567.509521
	Iteration 27Q: 3 clusters Score -7636256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7636264.500000 Penalty: 3567.509521
	Iteration 28Q: 3 clusters Score -7636264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -7636264.000000 Penalty: 3567.509521
	Iteration 29Q: 3 clusters Score -7636264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7636263.500000 Penalty: 3567.509521
	Iteration 30Q: 3 clusters Score -7636264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -7636263.500000 Penalty: 3567.509521
	Iteration 31F: 3 clusters Score -7636264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -304190.031250 Penalty: 1275.958130
	Iteration 0F: 2 clusters Score -304190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -301679.687500 Penalty: 2551.916260
	Iteration 0F: 3 clusters Score -301679.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -302244.593750 Penalty: 2551.916260
	Iteration 1F: 3 clusters Score -302244.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -302388.500000 Penalty: 2551.916260
	Iteration 2F: 3 clusters Score -302388.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -302531.031250 Penalty: 2551.916260
	Iteration 3F: 3 clusters Score -302531 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -302654.125000 Penalty: 2551.916260
	Iteration 4F: 3 clusters Score -302654.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -302744.937500 Penalty: 2551.916260
	Iteration 5Q: 3 clusters Score -302744.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -302856.218750 Penalty: 2551.916260
	Iteration 6Q: 3 clusters Score -302856.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -303020.406250 Penalty: 2551.916260
	Iteration 7F: 3 clusters Score -303020.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -303158.343750 Penalty: 2551.916260
	Iteration 8F: 3 clusters Score -303158.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -303255.812500 Penalty: 2551.916260
	Iteration 9Q: 3 clusters Score -303255.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -303343.968750 Penalty: 2551.916260
	Iteration 10Q: 3 clusters Score -303344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303423.156250 Penalty: 2551.916260
	Iteration 11Q: 3 clusters Score -303423.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -303500.625000 Penalty: 2551.916260
	Iteration 12Q: 3 clusters Score -303500.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -303541.781250 Penalty: 2551.916260
	Iteration 13Q: 3 clusters Score -303541.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -303565.968750 Penalty: 2551.916260
	Iteration 14Q: 3 clusters Score -303566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -303578.687500 Penalty: 2551.916260
	Iteration 15Q: 3 clusters Score -303578.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -303586.875000 Penalty: 2551.916260
	Iteration 16Q: 3 clusters Score -303586.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -303592.781250 Penalty: 2551.916260
	Iteration 17Q: 3 clusters Score -303592.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -303596.718750 Penalty: 2551.916260
	Iteration 18Q: 3 clusters Score -303596.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -303600.562500 Penalty: 2551.916260
	Iteration 19Q: 3 clusters Score -303600.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -303606.343750 Penalty: 2551.916260
	Iteration 20F: 3 clusters Score -303606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303609.500000 Penalty: 2551.916260
	Iteration 21Q: 3 clusters Score -303609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -303611.187500 Penalty: 2551.916260
	Iteration 22Q: 3 clusters Score -303611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -303612.562500 Penalty: 2551.916260
	Iteration 23Q: 3 clusters Score -303612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -303614.125000 Penalty: 2551.916260
	Iteration 24Q: 3 clusters Score -303614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -303615.718750 Penalty: 2551.916260
	Iteration 25Q: 3 clusters Score -303615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303616.125000 Penalty: 2551.916260
	Iteration 26Q: 3 clusters Score -303616.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -303617.156250 Penalty: 2551.916260
	Iteration 27Q: 3 clusters Score -303617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303618.000000 Penalty: 2551.916260
	Iteration 28Q: 3 clusters Score -303618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -303618.000000 Penalty: 2551.916260
	Iteration 29F: 3 clusters Score -303618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -88944.195312 Penalty: 1067.768433
	Iteration 0F: 2 clusters Score -88944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87736.085938 Penalty: 2135.536865
	Iteration 0F: 3 clusters Score -87736.09 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87923.476562 Penalty: 2135.536865
	Iteration 1F: 3 clusters Score -87923.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88000.390625 Penalty: 2135.536865
	Iteration 2F: 3 clusters Score -88000.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88036.070312 Penalty: 2135.536865
	Iteration 3Q: 3 clusters Score -88036.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88059.757812 Penalty: 2135.536865
	Iteration 4Q: 3 clusters Score -88059.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88073.593750 Penalty: 2135.536865
	Iteration 5Q: 3 clusters Score -88073.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88086.328125 Penalty: 2135.536865
	Iteration 6Q: 3 clusters Score -88086.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88100.445312 Penalty: 2135.536865
	Iteration 7Q: 3 clusters Score -88100.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88102.820312 Penalty: 2135.536865
	Iteration 8Q: 3 clusters Score -88102.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88104.921875 Penalty: 2135.536865
	Iteration 9Q: 3 clusters Score -88104.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88104.921875 Penalty: 2135.536865
	Iteration 10F: 3 clusters Score -88104.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -397934.031250 Penalty: 1318.674927
	Iteration 0F: 2 clusters Score -397934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -395014.468750 Penalty: 2637.349854
	Iteration 0F: 3 clusters Score -395014.5 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -395832.625000 Penalty: 2637.349854
	Iteration 1F: 3 clusters Score -395832.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -396040.125000 Penalty: 2637.349854
	Iteration 2F: 3 clusters Score -396040.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -396149.218750 Penalty: 2637.349854
	Iteration 3F: 3 clusters Score -396149.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -396205.281250 Penalty: 2637.349854
	Iteration 4Q: 3 clusters Score -396205.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -396243.750000 Penalty: 2637.349854
	Iteration 5Q: 3 clusters Score -396243.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -396273.187500 Penalty: 2637.349854
	Iteration 6Q: 3 clusters Score -396273.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -396295.625000 Penalty: 2637.349854
	Iteration 7Q: 3 clusters Score -396295.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -396312.093750 Penalty: 2637.349854
	Iteration 8Q: 3 clusters Score -396312.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -396323.937500 Penalty: 2637.349854
	Iteration 9Q: 3 clusters Score -396323.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -396329.812500 Penalty: 2637.349854
	Iteration 10Q: 3 clusters Score -396329.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -396337.062500 Penalty: 2637.349854
	Iteration 11Q: 3 clusters Score -396337.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -396344.656250 Penalty: 2637.349854
	Iteration 12Q: 3 clusters Score -396344.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -396352.406250 Penalty: 2637.349854
	Iteration 13Q: 3 clusters Score -396352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -396358.343750 Penalty: 2637.349854
	Iteration 14Q: 3 clusters Score -396358.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -396364.812500 Penalty: 2637.349854
	Iteration 15Q: 3 clusters Score -396364.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -396373.312500 Penalty: 2637.349854
	Iteration 16Q: 3 clusters Score -396373.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -396378.156250 Penalty: 2637.349854
	Iteration 17Q: 3 clusters Score -396378.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -396382.250000 Penalty: 2637.349854
	Iteration 18Q: 3 clusters Score -396382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -396387.812500 Penalty: 2637.349854
	Iteration 19Q: 3 clusters Score -396387.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -396397.312500 Penalty: 2637.349854
	Iteration 20F: 3 clusters Score -396397.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -396409.531250 Penalty: 2637.349854
	Iteration 21Q: 3 clusters Score -396409.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -396416.500000 Penalty: 2637.349854
	Iteration 22Q: 3 clusters Score -396416.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -396423.625000 Penalty: 2637.349854
	Iteration 23Q: 3 clusters Score -396423.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -396433.875000 Penalty: 2637.349854
	Iteration 24Q: 3 clusters Score -396433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -396443.656250 Penalty: 2637.349854
	Iteration 25Q: 3 clusters Score -396443.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -396453.875000 Penalty: 2637.349854
	Iteration 26Q: 3 clusters Score -396453.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -396464.437500 Penalty: 2637.349854
	Iteration 27Q: 3 clusters Score -396464.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -396472.250000 Penalty: 2637.349854
	Iteration 28Q: 3 clusters Score -396472.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -396477.531250 Penalty: 2637.349854
	Iteration 29Q: 3 clusters Score -396477.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -396481.125000 Penalty: 2637.349854
	Iteration 30Q: 3 clusters Score -396481.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -396486.281250 Penalty: 2637.349854
	Iteration 31Q: 3 clusters Score -396486.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -396492.031250 Penalty: 2637.349854
	Iteration 32Q: 3 clusters Score -396492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -396497.031250 Penalty: 2637.349854
	Iteration 33Q: 3 clusters Score -396497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -396501.593750 Penalty: 2637.349854
	Iteration 34Q: 3 clusters Score -396501.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -396508.750000 Penalty: 2637.349854
	Iteration 35Q: 3 clusters Score -396508.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -396514.718750 Penalty: 2637.349854
	Iteration 36Q: 3 clusters Score -396514.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -396522.843750 Penalty: 2637.349854
	Iteration 37Q: 3 clusters Score -396522.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -396533.125000 Penalty: 2637.349854
	Iteration 38Q: 3 clusters Score -396533.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -396544.156250 Penalty: 2637.349854
	Iteration 39Q: 3 clusters Score -396544.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -396555.062500 Penalty: 2637.349854
	Iteration 40F: 3 clusters Score -396555.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -396563.593750 Penalty: 2637.349854
	Iteration 41Q: 3 clusters Score -396563.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -396574.718750 Penalty: 2637.349854
	Iteration 42Q: 3 clusters Score -396574.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -396592.500000 Penalty: 2637.349854
	Iteration 43Q: 3 clusters Score -396592.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -396609.343750 Penalty: 2637.349854
	Iteration 44Q: 3 clusters Score -396609.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -396623.937500 Penalty: 2637.349854
	Iteration 45Q: 3 clusters Score -396623.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -396641.593750 Penalty: 2637.349854
	Iteration 46Q: 3 clusters Score -396641.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -396658.468750 Penalty: 2637.349854
	Iteration 47Q: 3 clusters Score -396658.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -396672.250000 Penalty: 2637.349854
	Iteration 48Q: 3 clusters Score -396672.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -396691.062500 Penalty: 2637.349854
	Iteration 49Q: 3 clusters Score -396691.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -396709.031250 Penalty: 2637.349854
	Iteration 50Q: 3 clusters Score -396709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -396723.500000 Penalty: 2637.349854
	Iteration 51Q: 3 clusters Score -396723.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -396748.125000 Penalty: 2637.349854
	Iteration 52Q: 3 clusters Score -396748.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -396772.437500 Penalty: 2637.349854
	Iteration 53Q: 3 clusters Score -396772.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -396797.781250 Penalty: 2637.349854
	Iteration 54Q: 3 clusters Score -396797.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -396821.468750 Penalty: 2637.349854
	Iteration 55Q: 3 clusters Score -396821.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -396839.312500 Penalty: 2637.349854
	Iteration 56Q: 3 clusters Score -396839.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -396859.312500 Penalty: 2637.349854
	Iteration 57Q: 3 clusters Score -396859.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -396882.250000 Penalty: 2637.349854
	Iteration 58Q: 3 clusters Score -396882.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -396900.406250 Penalty: 2637.349854
	Iteration 59Q: 3 clusters Score -396900.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -396914.750000 Penalty: 2637.349854
	Iteration 60F: 3 clusters Score -396914.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -396938.187500 Penalty: 2637.349854
	Iteration 61Q: 3 clusters Score -396938.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -396964.500000 Penalty: 2637.349854
	Iteration 62Q: 3 clusters Score -396964.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -396987.031250 Penalty: 2637.349854
	Iteration 63Q: 3 clusters Score -396987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -396999.843750 Penalty: 2637.349854
	Iteration 64Q: 3 clusters Score -396999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -397007.375000 Penalty: 2637.349854
	Iteration 65Q: 3 clusters Score -397007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -397016.718750 Penalty: 2637.349854
	Iteration 66Q: 3 clusters Score -397016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -397025.406250 Penalty: 2637.349854
	Iteration 67Q: 3 clusters Score -397025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -397034.406250 Penalty: 2637.349854
	Iteration 68Q: 3 clusters Score -397034.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -397039.281250 Penalty: 2637.349854
	Iteration 69Q: 3 clusters Score -397039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -397045.281250 Penalty: 2637.349854
	Iteration 70Q: 3 clusters Score -397045.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -397046.437500 Penalty: 2637.349854
	Iteration 71Q: 3 clusters Score -397046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -397050.906250 Penalty: 2637.349854
	Iteration 72Q: 3 clusters Score -397050.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -397054.531250 Penalty: 2637.349854
	Iteration 73Q: 3 clusters Score -397054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -397056.156250 Penalty: 2637.349854
	Iteration 74Q: 3 clusters Score -397056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -397056.000000 Penalty: 2637.349854
	Iteration 75Q: 3 clusters Score -397056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -397056.718750 Penalty: 2637.349854
	Iteration 76Q: 3 clusters Score -397056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -397058.000000 Penalty: 2637.349854
	Iteration 77Q: 3 clusters Score -397058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -397058.687500 Penalty: 2637.349854
	Iteration 78Q: 3 clusters Score -397058.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -397058.531250 Penalty: 2637.349854
	Iteration 79Q: 3 clusters Score -397058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -397058.531250 Penalty: 2637.349854
	Iteration 80F: 3 clusters Score -397058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Entering Unmasked Estep 
Score: -2616469.250000 Penalty: 1618.701172
	Iteration 0F: 2 clusters Score -2616469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2602059.250000 Penalty: 3237.402344
	Iteration 0F: 3 clusters Score -2602059 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2607232.750000 Penalty: 3237.402344
	Iteration 1F: 3 clusters Score -2607233 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2607647.500000 Penalty: 3237.402344
	Iteration 2Q: 3 clusters Score -2607648 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2608062.000000 Penalty: 3237.402344
	Iteration 3Q: 3 clusters Score -2608062 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2608578.750000 Penalty: 3237.402344
	Iteration 4Q: 3 clusters Score -2608579 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2609275.500000 Penalty: 3237.402344
	Iteration 5F: 3 clusters Score -2609276 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2610219.250000 Penalty: 3237.402344
	Iteration 6F: 3 clusters Score -2610219 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2611254.250000 Penalty: 3237.402344
	Iteration 7F: 3 clusters Score -2611254 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2612336.750000 Penalty: 3237.402344
	Iteration 8F: 3 clusters Score -2612337 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2613281.750000 Penalty: 3237.402344
	Iteration 9F: 3 clusters Score -2613282 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2613991.500000 Penalty: 3237.402344
	Iteration 10Q: 3 clusters Score -2613992 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2614391.250000 Penalty: 3237.402344
	Iteration 11Q: 3 clusters Score -2614391 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2614632.500000 Penalty: 3237.402344
	Iteration 12Q: 3 clusters Score -2614632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2614771.500000 Penalty: 3237.402344
	Iteration 13Q: 3 clusters Score -2614772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2614859.000000 Penalty: 3237.402344
	Iteration 14Q: 3 clusters Score -2614859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2614907.500000 Penalty: 3237.402344
	Iteration 15Q: 3 clusters Score -2614908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2614946.250000 Penalty: 3237.402344
	Iteration 16Q: 3 clusters Score -2614946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2614970.500000 Penalty: 3237.402344
	Iteration 17Q: 3 clusters Score -2614970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2614990.750000 Penalty: 3237.402344
	Iteration 18Q: 3 clusters Score -2614991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2615003.500000 Penalty: 3237.402344
	Iteration 19Q: 3 clusters Score -2615004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2615011.750000 Penalty: 3237.402344
	Iteration 20F: 3 clusters Score -2615012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2615013.500000 Penalty: 3237.402344
	Iteration 21Q: 3 clusters Score -2615014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2615018.250000 Penalty: 3237.402344
	Iteration 22Q: 3 clusters Score -2615018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2615017.250000 Penalty: 3237.402344
	Iteration 23Q: 3 clusters Score -2615017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2615020.250000 Penalty: 3237.402344
	Iteration 24Q: 3 clusters Score -2615020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2615021.750000 Penalty: 3237.402344
	Iteration 25Q: 3 clusters Score -2615022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2615022.000000 Penalty: 3237.402344
	Iteration 26Q: 3 clusters Score -2615022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2615026.000000 Penalty: 3237.402344
	Iteration 27Q: 3 clusters Score -2615026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2615026.750000 Penalty: 3237.402344
	Iteration 28Q: 3 clusters Score -2615027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2615028.500000 Penalty: 3237.402344
	Iteration 29Q: 3 clusters Score -2615028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2615030.000000 Penalty: 3237.402344
	Iteration 30Q: 3 clusters Score -2615030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2615029.500000 Penalty: 3237.402344
	Iteration 31Q: 3 clusters Score -2615030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2615029.500000 Penalty: 3237.402344
	Iteration 32F: 3 clusters Score -2615030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Entering Unmasked Estep 
Score: -10039141.000000 Penalty: 1830.139648
	Iteration 0F: 2 clusters Score -1.003914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -9987574.000000 Penalty: 3660.279297
	Iteration 0F: 3 clusters Score -9987574 nChanged 36906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -10008494.000000 Penalty: 3660.279297
	Iteration 1F: 3 clusters Score -1.000849e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -10009264.000000 Penalty: 3660.279297
	Iteration 2Q: 3 clusters Score -1.000926e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -10010731.000000 Penalty: 3660.279297
	Iteration 3Q: 3 clusters Score -1.001073e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -10013164.000000 Penalty: 3660.279297
	Iteration 4F: 3 clusters Score -1.001316e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -10017129.000000 Penalty: 3660.279297
	Iteration 5F: 3 clusters Score -1.001713e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -10022681.000000 Penalty: 3660.279297
	Iteration 6F: 3 clusters Score -1.002268e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67500 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -10028571.000000 Penalty: 3660.279297
	Iteration 7F: 3 clusters Score -1.002857e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -10033045.000000 Penalty: 3660.279297
	Iteration 8F: 3 clusters Score -1.003304e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74799 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -10035436.000000 Penalty: 3660.279297
	Iteration 9Q: 3 clusters Score -1.003544e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10036550.000000 Penalty: 3660.279297
	Iteration 10Q: 3 clusters Score -1.003655e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10037011.000000 Penalty: 3660.279297
	Iteration 11Q: 3 clusters Score -1.003701e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10037246.000000 Penalty: 3660.279297
	Iteration 12Q: 3 clusters Score -1.003725e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10037364.000000 Penalty: 3660.279297
	Iteration 13Q: 3 clusters Score -1.003736e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10037449.000000 Penalty: 3660.279297
	Iteration 14Q: 3 clusters Score -1.003745e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10037505.000000 Penalty: 3660.279297
	Iteration 15Q: 3 clusters Score -1.00375e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10037543.000000 Penalty: 3660.279297
	Iteration 16Q: 3 clusters Score -1.003754e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10037572.000000 Penalty: 3660.279297
	Iteration 17Q: 3 clusters Score -1.003757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10037601.000000 Penalty: 3660.279297
	Iteration 18Q: 3 clusters Score -1.00376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77230 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -10037598.000000 Penalty: 3660.279297
	Iteration 19Q: 3 clusters Score -1.00376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10037621.000000 Penalty: 3660.279297
	Iteration 20F: 3 clusters Score -1.003762e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77243 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10037630.000000 Penalty: 3660.279297
	Iteration 21Q: 3 clusters Score -1.003763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77252 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10037645.000000 Penalty: 3660.279297
	Iteration 22Q: 3 clusters Score -1.003764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10037652.000000 Penalty: 3660.279297
	Iteration 23Q: 3 clusters Score -1.003765e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10037669.000000 Penalty: 3660.279297
	Iteration 24Q: 3 clusters Score -1.003767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10037666.000000 Penalty: 3660.279297
	Iteration 25Q: 3 clusters Score -1.003767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10037672.000000 Penalty: 3660.279297
	Iteration 26Q: 3 clusters Score -1.003767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10037673.000000 Penalty: 3660.279297
	Iteration 27Q: 3 clusters Score -1.003767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10037665.000000 Penalty: 3660.279297
	Iteration 28Q: 3 clusters Score -1.003766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77276 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10037663.000000 Penalty: 3660.279297
	Iteration 29Q: 3 clusters Score -1.003766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10037663.000000 Penalty: 3660.279297
	Iteration 30Q: 3 clusters Score -1.003766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10037665.000000 Penalty: 3660.279297
	Iteration 31Q: 3 clusters Score -1.003766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10037673.000000 Penalty: 3660.279297
	Iteration 32Q: 3 clusters Score -1.003767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10037674.000000 Penalty: 3660.279297
	Iteration 33Q: 3 clusters Score -1.003767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10037669.000000 Penalty: 3660.279297
	Iteration 34Q: 3 clusters Score -1.003767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -10037675.000000 Penalty: 3660.279297
	Iteration 35Q: 3 clusters Score -1.003768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10037671.000000 Penalty: 3660.279297
	Iteration 36Q: 3 clusters Score -1.003767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10037671.000000 Penalty: 3660.279297
	Iteration 37F: 3 clusters Score -1.003767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Entering Unmasked Estep 
Score: -1671174.250000 Penalty: 1542.679443
	Iteration 0F: 2 clusters Score -1671174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1661861.000000 Penalty: 3085.358887
	Iteration 0F: 3 clusters Score -1661861 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1665331.000000 Penalty: 3085.358887
	Iteration 1F: 3 clusters Score -1665331 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1665809.875000 Penalty: 3085.358887
	Iteration 2F: 3 clusters Score -1665810 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1666345.250000 Penalty: 3085.358887
	Iteration 3F: 3 clusters Score -1666345 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1666888.250000 Penalty: 3085.358887
	Iteration 4F: 3 clusters Score -1666888 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1667475.500000 Penalty: 3085.358887
	Iteration 5F: 3 clusters Score -1667476 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1668090.625000 Penalty: 3085.358887
	Iteration 6F: 3 clusters Score -1668091 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1668685.625000 Penalty: 3085.358887
	Iteration 7F: 3 clusters Score -1668686 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1669193.375000 Penalty: 3085.358887
	Iteration 8Q: 3 clusters Score -1669193 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1669590.125000 Penalty: 3085.358887
	Iteration 9Q: 3 clusters Score -1669590 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1669901.000000 Penalty: 3085.358887
	Iteration 10Q: 3 clusters Score -1669901 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1670071.125000 Penalty: 3085.358887
	Iteration 11Q: 3 clusters Score -1670071 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1670197.750000 Penalty: 3085.358887
	Iteration 12Q: 3 clusters Score -1670198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1670272.125000 Penalty: 3085.358887
	Iteration 13Q: 3 clusters Score -1670272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1670328.625000 Penalty: 3085.358887
	Iteration 14Q: 3 clusters Score -1670329 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1670374.250000 Penalty: 3085.358887
	Iteration 15Q: 3 clusters Score -1670374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1670396.375000 Penalty: 3085.358887
	Iteration 16Q: 3 clusters Score -1670396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1670415.500000 Penalty: 3085.358887
	Iteration 17Q: 3 clusters Score -1670416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1670442.000000 Penalty: 3085.358887
	Iteration 18Q: 3 clusters Score -1670442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1670460.000000 Penalty: 3085.358887
	Iteration 19Q: 3 clusters Score -1670460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1670472.375000 Penalty: 3085.358887
	Iteration 20F: 3 clusters Score -1670472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1670485.625000 Penalty: 3085.358887
	Iteration 21Q: 3 clusters Score -1670486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1670490.000000 Penalty: 3085.358887
	Iteration 22Q: 3 clusters Score -1670490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1670498.000000 Penalty: 3085.358887
	Iteration 23Q: 3 clusters Score -1670498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1670499.500000 Penalty: 3085.358887
	Iteration 24Q: 3 clusters Score -1670500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1670502.000000 Penalty: 3085.358887
	Iteration 25Q: 3 clusters Score -1670502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1670505.375000 Penalty: 3085.358887
	Iteration 26Q: 3 clusters Score -1670505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1670508.125000 Penalty: 3085.358887
	Iteration 27Q: 3 clusters Score -1670508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1670508.750000 Penalty: 3085.358887
	Iteration 28Q: 3 clusters Score -1670509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1670508.750000 Penalty: 3085.358887
	Iteration 29F: 3 clusters Score -1670509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -794834.062500 Penalty: 1421.908813
	Iteration 0F: 2 clusters Score -794834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -790011.062500 Penalty: 2843.817627
	Iteration 0F: 3 clusters Score -790011.1 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -791462.750000 Penalty: 2843.817627
	Iteration 1F: 3 clusters Score -791462.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -791688.437500 Penalty: 2843.817627
	Iteration 2F: 3 clusters Score -791688.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -791875.000000 Penalty: 2843.817627
	Iteration 3F: 3 clusters Score -791875 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -792052.750000 Penalty: 2843.817627
	Iteration 4Q: 3 clusters Score -792052.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -792215.250000 Penalty: 2843.817627
	Iteration 5Q: 3 clusters Score -792215.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -792366.125000 Penalty: 2843.817627
	Iteration 6Q: 3 clusters Score -792366.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -792492.562500 Penalty: 2843.817627
	Iteration 7Q: 3 clusters Score -792492.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -792611.750000 Penalty: 2843.817627
	Iteration 8Q: 3 clusters Score -792611.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -792719.312500 Penalty: 2843.817627
	Iteration 9Q: 3 clusters Score -792719.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -792809.125000 Penalty: 2843.817627
	Iteration 10Q: 3 clusters Score -792809.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -792892.562500 Penalty: 2843.817627
	Iteration 11Q: 3 clusters Score -792892.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -792957.687500 Penalty: 2843.817627
	Iteration 12Q: 3 clusters Score -792957.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -793010.562500 Penalty: 2843.817627
	Iteration 13Q: 3 clusters Score -793010.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -793066.562500 Penalty: 2843.817627
	Iteration 14Q: 3 clusters Score -793066.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -793103.687500 Penalty: 2843.817627
	Iteration 15Q: 3 clusters Score -793103.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -793143.062500 Penalty: 2843.817627
	Iteration 16Q: 3 clusters Score -793143.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -793175.375000 Penalty: 2843.817627
	Iteration 17Q: 3 clusters Score -793175.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -793211.062500 Penalty: 2843.817627
	Iteration 18Q: 3 clusters Score -793211.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -793247.812500 Penalty: 2843.817627
	Iteration 19Q: 3 clusters Score -793247.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -793289.437500 Penalty: 2843.817627
	Iteration 20F: 3 clusters Score -793289.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -793319.062500 Penalty: 2843.817627
	Iteration 21Q: 3 clusters Score -793319.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -793359.500000 Penalty: 2843.817627
	Iteration 22Q: 3 clusters Score -793359.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -793404.187500 Penalty: 2843.817627
	Iteration 23Q: 3 clusters Score -793404.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -793448.437500 Penalty: 2843.817627
	Iteration 24Q: 3 clusters Score -793448.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -793487.187500 Penalty: 2843.817627
	Iteration 25Q: 3 clusters Score -793487.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -793529.875000 Penalty: 2843.817627
	Iteration 26Q: 3 clusters Score -793529.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -793564.937500 Penalty: 2843.817627
	Iteration 27Q: 3 clusters Score -793564.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -793602.625000 Penalty: 2843.817627
	Iteration 28Q: 3 clusters Score -793602.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -793626.125000 Penalty: 2843.817627
	Iteration 29Q: 3 clusters Score -793626.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -793639.375000 Penalty: 2843.817627
	Iteration 30Q: 3 clusters Score -793639.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -793653.125000 Penalty: 2843.817627
	Iteration 31Q: 3 clusters Score -793653.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -793660.562500 Penalty: 2843.817627
	Iteration 32Q: 3 clusters Score -793660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -793667.437500 Penalty: 2843.817627
	Iteration 33Q: 3 clusters Score -793667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -793676.062500 Penalty: 2843.817627
	Iteration 34Q: 3 clusters Score -793676.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -793687.875000 Penalty: 2843.817627
	Iteration 35Q: 3 clusters Score -793687.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -793698.937500 Penalty: 2843.817627
	Iteration 36Q: 3 clusters Score -793698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -793702.750000 Penalty: 2843.817627
	Iteration 37Q: 3 clusters Score -793702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -793710.125000 Penalty: 2843.817627
	Iteration 38Q: 3 clusters Score -793710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -793713.937500 Penalty: 2843.817627
	Iteration 39Q: 3 clusters Score -793713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -793715.750000 Penalty: 2843.817627
	Iteration 40F: 3 clusters Score -793715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -793717.187500 Penalty: 2843.817627
	Iteration 41Q: 3 clusters Score -793717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -793718.125000 Penalty: 2843.817627
	Iteration 42Q: 3 clusters Score -793718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -793720.250000 Penalty: 2843.817627
	Iteration 43Q: 3 clusters Score -793720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -793721.687500 Penalty: 2843.817627
	Iteration 44Q: 3 clusters Score -793721.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -793722.312500 Penalty: 2843.817627
	Iteration 45Q: 3 clusters Score -793722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -793724.250000 Penalty: 2843.817627
	Iteration 46Q: 3 clusters Score -793724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -793723.625000 Penalty: 2843.817627
	Iteration 47Q: 3 clusters Score -793723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -793724.437500 Penalty: 2843.817627
	Iteration 48Q: 3 clusters Score -793724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -793724.437500 Penalty: 2843.817627
	Iteration 49F: 3 clusters Score -793724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Entering Unmasked Estep 
Score: -922681.375000 Penalty: 1446.759521
	Iteration 0F: 2 clusters Score -922681.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -917135.250000 Penalty: 2893.519043
	Iteration 0F: 3 clusters Score -917135.2 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -918893.437500 Penalty: 2893.519043
	Iteration 1F: 3 clusters Score -918893.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -919130.125000 Penalty: 2893.519043
	Iteration 2F: 3 clusters Score -919130.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -919326.187500 Penalty: 2893.519043
	Iteration 3F: 3 clusters Score -919326.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -919501.875000 Penalty: 2893.519043
	Iteration 4Q: 3 clusters Score -919501.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -919670.500000 Penalty: 2893.519043
	Iteration 5Q: 3 clusters Score -919670.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -919852.687500 Penalty: 2893.519043
	Iteration 6Q: 3 clusters Score -919852.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -920079.125000 Penalty: 2893.519043
	Iteration 7Q: 3 clusters Score -920079.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -920334.687500 Penalty: 2893.519043
	Iteration 8Q: 3 clusters Score -920334.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -920582.500000 Penalty: 2893.519043
	Iteration 9Q: 3 clusters Score -920582.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -920805.937500 Penalty: 2893.519043
	Iteration 10Q: 3 clusters Score -920805.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -920976.937500 Penalty: 2893.519043
	Iteration 11Q: 3 clusters Score -920976.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -921091.437500 Penalty: 2893.519043
	Iteration 12Q: 3 clusters Score -921091.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -921175.687500 Penalty: 2893.519043
	Iteration 13Q: 3 clusters Score -921175.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -921237.250000 Penalty: 2893.519043
	Iteration 14Q: 3 clusters Score -921237.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -921281.625000 Penalty: 2893.519043
	Iteration 15Q: 3 clusters Score -921281.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -921314.312500 Penalty: 2893.519043
	Iteration 16Q: 3 clusters Score -921314.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -921339.000000 Penalty: 2893.519043
	Iteration 17Q: 3 clusters Score -921339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -921353.500000 Penalty: 2893.519043
	Iteration 18Q: 3 clusters Score -921353.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -921372.062500 Penalty: 2893.519043
	Iteration 19Q: 3 clusters Score -921372.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -921384.500000 Penalty: 2893.519043
	Iteration 20F: 3 clusters Score -921384.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -921403.562500 Penalty: 2893.519043
	Iteration 21Q: 3 clusters Score -921403.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -921421.687500 Penalty: 2893.519043
	Iteration 22Q: 3 clusters Score -921421.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -921427.437500 Penalty: 2893.519043
	Iteration 23Q: 3 clusters Score -921427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -921439.562500 Penalty: 2893.519043
	Iteration 24Q: 3 clusters Score -921439.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -921450.187500 Penalty: 2893.519043
	Iteration 25Q: 3 clusters Score -921450.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -921460.625000 Penalty: 2893.519043
	Iteration 26Q: 3 clusters Score -921460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -921471.875000 Penalty: 2893.519043
	Iteration 27Q: 3 clusters Score -921471.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -921483.375000 Penalty: 2893.519043
	Iteration 28Q: 3 clusters Score -921483.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -921494.875000 Penalty: 2893.519043
	Iteration 29Q: 3 clusters Score -921494.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -921504.000000 Penalty: 2893.519043
	Iteration 30Q: 3 clusters Score -921504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -921511.812500 Penalty: 2893.519043
	Iteration 31Q: 3 clusters Score -921511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -921515.625000 Penalty: 2893.519043
	Iteration 32Q: 3 clusters Score -921515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -921519.250000 Penalty: 2893.519043
	Iteration 33Q: 3 clusters Score -921519.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -921519.500000 Penalty: 2893.519043
	Iteration 34Q: 3 clusters Score -921519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -921519.500000 Penalty: 2893.519043
	Iteration 35F: 3 clusters Score -921519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84379 members 
Entering Unmasked Estep 
Score: -10816190.000000 Penalty: 1843.249512
	Iteration 0F: 2 clusters Score -1.081619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -10760125.000000 Penalty: 3686.499023
	Iteration 0F: 3 clusters Score -1.076012e+07 nChanged 40201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -10783175.000000 Penalty: 3686.499023
	Iteration 1F: 3 clusters Score -1.078318e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -10783972.000000 Penalty: 3686.499023
	Iteration 2Q: 3 clusters Score -1.078397e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -10784947.000000 Penalty: 3686.499023
	Iteration 3Q: 3 clusters Score -1.078495e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -10786482.000000 Penalty: 3686.499023
	Iteration 4Q: 3 clusters Score -1.078648e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -10788901.000000 Penalty: 3686.499023
	Iteration 5F: 3 clusters Score -1.07889e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -10792662.000000 Penalty: 3686.499023
	Iteration 6F: 3 clusters Score -1.079266e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -10797775.000000 Penalty: 3686.499023
	Iteration 7F: 3 clusters Score -1.079778e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 71845 members 
Entering Unmasked Estep 
Score: -10803480.000000 Penalty: 3686.499023
	Iteration 8F: 3 clusters Score -1.080348e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -10808609.000000 Penalty: 3686.499023
	Iteration 9F: 3 clusters Score -1.080861e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -10811811.000000 Penalty: 3686.499023
	Iteration 10Q: 3 clusters Score -1.081181e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -10813345.000000 Penalty: 3686.499023
	Iteration 11Q: 3 clusters Score -1.081334e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -10814017.000000 Penalty: 3686.499023
	Iteration 12Q: 3 clusters Score -1.081402e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -10814269.000000 Penalty: 3686.499023
	Iteration 13Q: 3 clusters Score -1.081427e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -10814394.000000 Penalty: 3686.499023
	Iteration 14Q: 3 clusters Score -1.081439e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -10814444.000000 Penalty: 3686.499023
	Iteration 15Q: 3 clusters Score -1.081444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84029 members 
Entering Unmasked Estep 
Score: -10814460.000000 Penalty: 3686.499023
	Iteration 16Q: 3 clusters Score -1.081446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -10814481.000000 Penalty: 3686.499023
	Iteration 17Q: 3 clusters Score -1.081448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -10814521.000000 Penalty: 3686.499023
	Iteration 18Q: 3 clusters Score -1.081452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -10814528.000000 Penalty: 3686.499023
	Iteration 19Q: 3 clusters Score -1.081453e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 84067 members 
Entering Unmasked Estep 
Score: -10814542.000000 Penalty: 3686.499023
	Iteration 20F: 3 clusters Score -1.081454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -10814544.000000 Penalty: 3686.499023
	Iteration 21Q: 3 clusters Score -1.081454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -10814557.000000 Penalty: 3686.499023
	Iteration 22Q: 3 clusters Score -1.081456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -10814567.000000 Penalty: 3686.499023
	Iteration 23Q: 3 clusters Score -1.081457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 84088 members 
Entering Unmasked Estep 
Score: -10814572.000000 Penalty: 3686.499023
	Iteration 24Q: 3 clusters Score -1.081457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -10814573.000000 Penalty: 3686.499023
	Iteration 25Q: 3 clusters Score -1.081457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -10814577.000000 Penalty: 3686.499023
	Iteration 26Q: 3 clusters Score -1.081458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -10814577.000000 Penalty: 3686.499023
	Iteration 27F: 3 clusters Score -1.081458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -254259.062500 Penalty: 1243.307007
	Iteration 0F: 2 clusters Score -254259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -252106.890625 Penalty: 2486.614014
	Iteration 0F: 3 clusters Score -252106.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -252596.250000 Penalty: 2486.614014
	Iteration 1F: 3 clusters Score -252596.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -252723.984375 Penalty: 2486.614014
	Iteration 2F: 3 clusters Score -252724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252782.828125 Penalty: 2486.614014
	Iteration 3Q: 3 clusters Score -252782.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -252822.171875 Penalty: 2486.614014
	Iteration 4Q: 3 clusters Score -252822.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -252847.296875 Penalty: 2486.614014
	Iteration 5Q: 3 clusters Score -252847.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -252872.156250 Penalty: 2486.614014
	Iteration 6Q: 3 clusters Score -252872.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -252894.296875 Penalty: 2486.614014
	Iteration 7Q: 3 clusters Score -252894.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252907.828125 Penalty: 2486.614014
	Iteration 8Q: 3 clusters Score -252907.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -252915.906250 Penalty: 2486.614014
	Iteration 9Q: 3 clusters Score -252915.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -252922.562500 Penalty: 2486.614014
	Iteration 10Q: 3 clusters Score -252922.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -252926.593750 Penalty: 2486.614014
	Iteration 11Q: 3 clusters Score -252926.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252931.406250 Penalty: 2486.614014
	Iteration 12Q: 3 clusters Score -252931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -252936.187500 Penalty: 2486.614014
	Iteration 13Q: 3 clusters Score -252936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252937.218750 Penalty: 2486.614014
	Iteration 14Q: 3 clusters Score -252937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252938.015625 Penalty: 2486.614014
	Iteration 15Q: 3 clusters Score -252938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -252938.406250 Penalty: 2486.614014
	Iteration 16Q: 3 clusters Score -252938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252938.250000 Penalty: 2486.614014
	Iteration 17Q: 3 clusters Score -252938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -252938.562500 Penalty: 2486.614014
	Iteration 18Q: 3 clusters Score -252938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252938.593750 Penalty: 2486.614014
	Iteration 19Q: 3 clusters Score -252938.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -252938.593750 Penalty: 2486.614014
	Iteration 20F: 3 clusters Score -252938.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29135.253906 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29135.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28294.689453 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28294.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28369.353516 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28369.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28392.878906 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28392.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28410.660156 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28410.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28414.488281 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -28414.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28417.744141 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -28417.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28417.744141 Penalty: 1782.559082
	Iteration 6F: 3 clusters Score -28417.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Entering Unmasked Estep 
Score: -2113276.750000 Penalty: 1582.380859
	Iteration 0F: 2 clusters Score -2113277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2101616.000000 Penalty: 3164.761719
	Iteration 0F: 3 clusters Score -2101616 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2105806.250000 Penalty: 3164.761719
	Iteration 1F: 3 clusters Score -2105806 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2106256.500000 Penalty: 3164.761719
	Iteration 2F: 3 clusters Score -2106256 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2106713.250000 Penalty: 3164.761719
	Iteration 3F: 3 clusters Score -2106713 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2107173.750000 Penalty: 3164.761719
	Iteration 4F: 3 clusters Score -2107174 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2107659.500000 Penalty: 3164.761719
	Iteration 5Q: 3 clusters Score -2107660 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2108145.500000 Penalty: 3164.761719
	Iteration 6Q: 3 clusters Score -2108146 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2108646.500000 Penalty: 3164.761719
	Iteration 7Q: 3 clusters Score -2108646 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2109190.500000 Penalty: 3164.761719
	Iteration 8Q: 3 clusters Score -2109190 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2109779.250000 Penalty: 3164.761719
	Iteration 9Q: 3 clusters Score -2109779 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2110335.000000 Penalty: 3164.761719
	Iteration 10Q: 3 clusters Score -2110335 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2110821.000000 Penalty: 3164.761719
	Iteration 11Q: 3 clusters Score -2110821 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2111187.750000 Penalty: 3164.761719
	Iteration 12Q: 3 clusters Score -2111188 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2111417.750000 Penalty: 3164.761719
	Iteration 13Q: 3 clusters Score -2111418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2111574.750000 Penalty: 3164.761719
	Iteration 14Q: 3 clusters Score -2111575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2111679.250000 Penalty: 3164.761719
	Iteration 15Q: 3 clusters Score -2111679 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2111763.250000 Penalty: 3164.761719
	Iteration 16Q: 3 clusters Score -2111763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2111826.250000 Penalty: 3164.761719
	Iteration 17Q: 3 clusters Score -2111826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2111859.500000 Penalty: 3164.761719
	Iteration 18Q: 3 clusters Score -2111860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2111876.250000 Penalty: 3164.761719
	Iteration 19Q: 3 clusters Score -2111876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2111890.750000 Penalty: 3164.761719
	Iteration 20F: 3 clusters Score -2111891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2111894.500000 Penalty: 3164.761719
	Iteration 21Q: 3 clusters Score -2111894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2111899.750000 Penalty: 3164.761719
	Iteration 22Q: 3 clusters Score -2111900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2111902.250000 Penalty: 3164.761719
	Iteration 23Q: 3 clusters Score -2111902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2111906.500000 Penalty: 3164.761719
	Iteration 24Q: 3 clusters Score -2111906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2111906.500000 Penalty: 3164.761719
	Iteration 25Q: 3 clusters Score -2111906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2111907.000000 Penalty: 3164.761719
	Iteration 26Q: 3 clusters Score -2111907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2111906.250000 Penalty: 3164.761719
	Iteration 27Q: 3 clusters Score -2111906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2111906.250000 Penalty: 3164.761719
	Iteration 28F: 3 clusters Score -2111906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Entering Unmasked Estep 
Score: -853243.312500 Penalty: 1444.669434
	Iteration 0F: 2 clusters Score -853243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -847842.375000 Penalty: 2889.338867
	Iteration 0F: 3 clusters Score -847842.4 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -849450.500000 Penalty: 2889.338867
	Iteration 1F: 3 clusters Score -849450.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -849702.000000 Penalty: 2889.338867
	Iteration 2F: 3 clusters Score -849702 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -849904.687500 Penalty: 2889.338867
	Iteration 3F: 3 clusters Score -849904.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -850084.062500 Penalty: 2889.338867
	Iteration 4Q: 3 clusters Score -850084.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -850247.500000 Penalty: 2889.338867
	Iteration 5Q: 3 clusters Score -850247.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -850429.750000 Penalty: 2889.338867
	Iteration 6Q: 3 clusters Score -850429.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -850617.562500 Penalty: 2889.338867
	Iteration 7Q: 3 clusters Score -850617.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -850777.750000 Penalty: 2889.338867
	Iteration 8Q: 3 clusters Score -850777.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -850917.000000 Penalty: 2889.338867
	Iteration 9Q: 3 clusters Score -850917 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -851057.187500 Penalty: 2889.338867
	Iteration 10Q: 3 clusters Score -851057.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -851184.750000 Penalty: 2889.338867
	Iteration 11Q: 3 clusters Score -851184.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -851298.375000 Penalty: 2889.338867
	Iteration 12Q: 3 clusters Score -851298.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -851396.562500 Penalty: 2889.338867
	Iteration 13Q: 3 clusters Score -851396.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -851475.062500 Penalty: 2889.338867
	Iteration 14Q: 3 clusters Score -851475.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -851529.125000 Penalty: 2889.338867
	Iteration 15Q: 3 clusters Score -851529.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -851566.375000 Penalty: 2889.338867
	Iteration 16Q: 3 clusters Score -851566.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -851599.375000 Penalty: 2889.338867
	Iteration 17Q: 3 clusters Score -851599.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -851624.187500 Penalty: 2889.338867
	Iteration 18Q: 3 clusters Score -851624.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -851647.125000 Penalty: 2889.338867
	Iteration 19Q: 3 clusters Score -851647.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -851662.750000 Penalty: 2889.338867
	Iteration 20F: 3 clusters Score -851662.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -851678.562500 Penalty: 2889.338867
	Iteration 21Q: 3 clusters Score -851678.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -851688.187500 Penalty: 2889.338867
	Iteration 22Q: 3 clusters Score -851688.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -851696.375000 Penalty: 2889.338867
	Iteration 23Q: 3 clusters Score -851696.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -851707.062500 Penalty: 2889.338867
	Iteration 24Q: 3 clusters Score -851707.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -851713.000000 Penalty: 2889.338867
	Iteration 25Q: 3 clusters Score -851713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -851718.937500 Penalty: 2889.338867
	Iteration 26Q: 3 clusters Score -851718.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -851724.625000 Penalty: 2889.338867
	Iteration 27Q: 3 clusters Score -851724.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -851732.062500 Penalty: 2889.338867
	Iteration 28Q: 3 clusters Score -851732.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -851733.500000 Penalty: 2889.338867
	Iteration 29Q: 3 clusters Score -851733.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -851743.562500 Penalty: 2889.338867
	Iteration 30Q: 3 clusters Score -851743.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -851751.562500 Penalty: 2889.338867
	Iteration 31Q: 3 clusters Score -851751.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -851765.375000 Penalty: 2889.338867
	Iteration 32Q: 3 clusters Score -851765.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -851775.875000 Penalty: 2889.338867
	Iteration 33Q: 3 clusters Score -851775.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -851783.062500 Penalty: 2889.338867
	Iteration 34Q: 3 clusters Score -851783.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -851792.437500 Penalty: 2889.338867
	Iteration 35Q: 3 clusters Score -851792.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -851807.250000 Penalty: 2889.338867
	Iteration 36Q: 3 clusters Score -851807.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -851819.125000 Penalty: 2889.338867
	Iteration 37Q: 3 clusters Score -851819.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -851831.312500 Penalty: 2889.338867
	Iteration 38Q: 3 clusters Score -851831.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -851847.875000 Penalty: 2889.338867
	Iteration 39Q: 3 clusters Score -851847.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -851865.562500 Penalty: 2889.338867
	Iteration 40F: 3 clusters Score -851865.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -851884.312500 Penalty: 2889.338867
	Iteration 41Q: 3 clusters Score -851884.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -851898.250000 Penalty: 2889.338867
	Iteration 42Q: 3 clusters Score -851898.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -851909.250000 Penalty: 2889.338867
	Iteration 43Q: 3 clusters Score -851909.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -851919.687500 Penalty: 2889.338867
	Iteration 44Q: 3 clusters Score -851919.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -851928.312500 Penalty: 2889.338867
	Iteration 45Q: 3 clusters Score -851928.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -851938.687500 Penalty: 2889.338867
	Iteration 46Q: 3 clusters Score -851938.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -851947.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -851955.000000 Penalty: 2889.338867
	Iteration 48Q: 3 clusters Score -851955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -851962.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -851972.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -851979.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -851988.875000 Penalty: 2889.338867
	Iteration 52Q: 3 clusters Score -851988.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -852000.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -852007.312500 Penalty: 2889.338867
	Iteration 54Q: 3 clusters Score -852007.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -852011.437500 Penalty: 2889.338867
	Iteration 55Q: 3 clusters Score -852011.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -852021.750000 Penalty: 2889.338867
	Iteration 56Q: 3 clusters Score -852021.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -852026.125000 Penalty: 2889.338867
	Iteration 57Q: 3 clusters Score -852026.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -852030.812500 Penalty: 2889.338867
	Iteration 58Q: 3 clusters Score -852030.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -852035.250000 Penalty: 2889.338867
	Iteration 59Q: 3 clusters Score -852035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -852038.125000 Penalty: 2889.338867
	Iteration 60F: 3 clusters Score -852038.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -852037.750000 Penalty: 2889.338867
	Iteration 61Q: 3 clusters Score -852037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -852040.750000 Penalty: 2889.338867
	Iteration 62Q: 3 clusters Score -852040.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -852043.125000 Penalty: 2889.338867
	Iteration 63Q: 3 clusters Score -852043.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -852045.187500 Penalty: 2889.338867
	Iteration 64Q: 3 clusters Score -852045.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -852048.125000 Penalty: 2889.338867
	Iteration 65Q: 3 clusters Score -852048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -852050.062500 Penalty: 2889.338867
	Iteration 66Q: 3 clusters Score -852050.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -852049.937500 Penalty: 2889.338867
	Iteration 67Q: 3 clusters Score -852049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -852053.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -852053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -852053.562500 Penalty: 2889.338867
	Iteration 70Q: 3 clusters Score -852053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -852055.625000 Penalty: 2889.338867
	Iteration 71Q: 3 clusters Score -852055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -852055.812500 Penalty: 2889.338867
	Iteration 72Q: 3 clusters Score -852055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -852058.312500 Penalty: 2889.338867
	Iteration 73Q: 3 clusters Score -852058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -852058.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -852058.375000 Penalty: 2889.338867
	Iteration 75Q: 3 clusters Score -852058.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -852057.437500 Penalty: 2889.338867
	Iteration 76Q: 3 clusters Score -852057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -852060.000000 Penalty: 2889.338867
	Iteration 77Q: 3 clusters Score -852060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -852059.562500 Penalty: 2889.338867
	Iteration 78Q: 3 clusters Score -852059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -852060.500000 Penalty: 2889.338867
	Iteration 79Q: 3 clusters Score -852060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -852060.375000 Penalty: 2889.338867
	Iteration 80F: 3 clusters Score -852060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -852062.625000 Penalty: 2889.338867
	Iteration 81Q: 3 clusters Score -852062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -852065.937500 Penalty: 2889.338867
	Iteration 82Q: 3 clusters Score -852065.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -852068.875000 Penalty: 2889.338867
	Iteration 83Q: 3 clusters Score -852068.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -852071.062500 Penalty: 2889.338867
	Iteration 84Q: 3 clusters Score -852071.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -852075.875000 Penalty: 2889.338867
	Iteration 85Q: 3 clusters Score -852075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -852079.250000 Penalty: 2889.338867
	Iteration 86Q: 3 clusters Score -852079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -852078.187500 Penalty: 2889.338867
	Iteration 87Q: 3 clusters Score -852078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -852080.062500 Penalty: 2889.338867
	Iteration 88Q: 3 clusters Score -852080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -852082.125000 Penalty: 2889.338867
	Iteration 89Q: 3 clusters Score -852082.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -852082.687500 Penalty: 2889.338867
	Iteration 90Q: 3 clusters Score -852082.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -852084.000000 Penalty: 2889.338867
	Iteration 91Q: 3 clusters Score -852084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -852084.750000 Penalty: 2889.338867
	Iteration 92Q: 3 clusters Score -852084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -852086.062500 Penalty: 2889.338867
	Iteration 93Q: 3 clusters Score -852086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -852088.437500 Penalty: 2889.338867
	Iteration 94Q: 3 clusters Score -852088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -852088.437500 Penalty: 2889.338867
	Iteration 95Q: 3 clusters Score -852088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -852090.187500 Penalty: 2889.338867
	Iteration 96Q: 3 clusters Score -852090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -852091.562500 Penalty: 2889.338867
	Iteration 97Q: 3 clusters Score -852091.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -852094.125000 Penalty: 2889.338867
	Iteration 98Q: 3 clusters Score -852094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -852096.875000 Penalty: 2889.338867
	Iteration 99Q: 3 clusters Score -852096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -852095.812500 Penalty: 2889.338867
	Iteration 100F: 3 clusters Score -852095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -852096.750000 Penalty: 2889.338867
	Iteration 101Q: 3 clusters Score -852096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -852097.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -852100.000000 Penalty: 2889.338867
	Iteration 103Q: 3 clusters Score -852100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -852099.000000 Penalty: 2889.338867
	Iteration 104Q: 3 clusters Score -852099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -852103.000000 Penalty: 2889.338867
	Iteration 105Q: 3 clusters Score -852103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -852103.437500 Penalty: 2889.338867
	Iteration 106Q: 3 clusters Score -852103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -852104.312500 Penalty: 2889.338867
	Iteration 107Q: 3 clusters Score -852104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -852103.375000 Penalty: 2889.338867
	Iteration 108Q: 3 clusters Score -852103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -852104.187500 Penalty: 2889.338867
	Iteration 109Q: 3 clusters Score -852104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -852104.187500 Penalty: 2889.338867
	Iteration 110Q: 3 clusters Score -852104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -852104.062500 Penalty: 2889.338867
	Iteration 111Q: 3 clusters Score -852104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -852104.125000 Penalty: 2889.338867
	Iteration 112Q: 3 clusters Score -852104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -852105.250000 Penalty: 2889.338867
	Iteration 113Q: 3 clusters Score -852105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -852106.187500 Penalty: 2889.338867
	Iteration 114Q: 3 clusters Score -852106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -852105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -852105.625000 Penalty: 2889.338867
	Iteration 116Q: 3 clusters Score -852105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -852106.062500 Penalty: 2889.338867
	Iteration 117Q: 3 clusters Score -852106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -852106.125000 Penalty: 2889.338867
	Iteration 118Q: 3 clusters Score -852106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -852108.062500 Penalty: 2889.338867
	Iteration 119Q: 3 clusters Score -852108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -852109.750000 Penalty: 2889.338867
	Iteration 120F: 3 clusters Score -852109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -852109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -852110.625000 Penalty: 2889.338867
	Iteration 122Q: 3 clusters Score -852110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -852111.187500 Penalty: 2889.338867
	Iteration 123Q: 3 clusters Score -852111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -852112.062500 Penalty: 2889.338867
	Iteration 124Q: 3 clusters Score -852112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -852113.000000 Penalty: 2889.338867
	Iteration 125Q: 3 clusters Score -852113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -852112.625000 Penalty: 2889.338867
	Iteration 126Q: 3 clusters Score -852112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -852112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -852113.812500 Penalty: 2889.338867
	Iteration 128Q: 3 clusters Score -852113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -852116.375000 Penalty: 2889.338867
	Iteration 129Q: 3 clusters Score -852116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -852115.375000 Penalty: 2889.338867
	Iteration 130Q: 3 clusters Score -852115.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -852118.750000 Penalty: 2889.338867
	Iteration 131Q: 3 clusters Score -852118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -852121.187500 Penalty: 2889.338867
	Iteration 132Q: 3 clusters Score -852121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -852121.312500 Penalty: 2889.338867
	Iteration 133Q: 3 clusters Score -852121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -852122.750000 Penalty: 2889.338867
	Iteration 134Q: 3 clusters Score -852122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -852121.312500 Penalty: 2889.338867
	Iteration 135Q: 3 clusters Score -852121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -852124.375000 Penalty: 2889.338867
	Iteration 136Q: 3 clusters Score -852124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -852124.937500 Penalty: 2889.338867
	Iteration 137Q: 3 clusters Score -852124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -852126.250000 Penalty: 2889.338867
	Iteration 138Q: 3 clusters Score -852126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -852126.687500 Penalty: 2889.338867
	Iteration 139Q: 3 clusters Score -852126.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -852129.375000 Penalty: 2889.338867
	Iteration 140F: 3 clusters Score -852129.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -852127.875000 Penalty: 2889.338867
	Iteration 141Q: 3 clusters Score -852127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -852127.437500 Penalty: 2889.338867
	Iteration 142Q: 3 clusters Score -852127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -852128.250000 Penalty: 2889.338867
	Iteration 143Q: 3 clusters Score -852128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -852129.687500 Penalty: 2889.338867
	Iteration 144Q: 3 clusters Score -852129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -852132.250000 Penalty: 2889.338867
	Iteration 145Q: 3 clusters Score -852132.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -852134.187500 Penalty: 2889.338867
	Iteration 146Q: 3 clusters Score -852134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -852134.625000 Penalty: 2889.338867
	Iteration 147Q: 3 clusters Score -852134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -852136.250000 Penalty: 2889.338867
	Iteration 148Q: 3 clusters Score -852136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -852139.250000 Penalty: 2889.338867
	Iteration 149Q: 3 clusters Score -852139.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -852141.250000 Penalty: 2889.338867
	Iteration 150Q: 3 clusters Score -852141.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -852144.875000 Penalty: 2889.338867
	Iteration 151Q: 3 clusters Score -852144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -852147.875000 Penalty: 2889.338867
	Iteration 152Q: 3 clusters Score -852147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -852152.750000 Penalty: 2889.338867
	Iteration 153Q: 3 clusters Score -852152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -852152.250000 Penalty: 2889.338867
	Iteration 154Q: 3 clusters Score -852152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -852156.625000 Penalty: 2889.338867
	Iteration 155Q: 3 clusters Score -852156.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -852159.000000 Penalty: 2889.338867
	Iteration 156Q: 3 clusters Score -852159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -852159.812500 Penalty: 2889.338867
	Iteration 157Q: 3 clusters Score -852159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -852162.062500 Penalty: 2889.338867
	Iteration 158Q: 3 clusters Score -852162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -852163.312500 Penalty: 2889.338867
	Iteration 159Q: 3 clusters Score -852163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -852164.437500 Penalty: 2889.338867
	Iteration 160F: 3 clusters Score -852164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -852165.750000 Penalty: 2889.338867
	Iteration 161Q: 3 clusters Score -852165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -852165.687500 Penalty: 2889.338867
	Iteration 162Q: 3 clusters Score -852165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -852166.312500 Penalty: 2889.338867
	Iteration 163Q: 3 clusters Score -852166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -852167.875000 Penalty: 2889.338867
	Iteration 164Q: 3 clusters Score -852167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -852169.562500 Penalty: 2889.338867
	Iteration 165Q: 3 clusters Score -852169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -852169.625000 Penalty: 2889.338867
	Iteration 166Q: 3 clusters Score -852169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -852171.125000 Penalty: 2889.338867
	Iteration 167Q: 3 clusters Score -852171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -852174.875000 Penalty: 2889.338867
	Iteration 168Q: 3 clusters Score -852174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -852177.000000 Penalty: 2889.338867
	Iteration 169Q: 3 clusters Score -852177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -852177.375000 Penalty: 2889.338867
	Iteration 170Q: 3 clusters Score -852177.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -852177.812500 Penalty: 2889.338867
	Iteration 171Q: 3 clusters Score -852177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -852177.937500 Penalty: 2889.338867
	Iteration 172Q: 3 clusters Score -852177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -852177.750000 Penalty: 2889.338867
	Iteration 173Q: 3 clusters Score -852177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -852180.687500 Penalty: 2889.338867
	Iteration 174Q: 3 clusters Score -852180.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -852181.375000 Penalty: 2889.338867
	Iteration 175Q: 3 clusters Score -852181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -852182.437500 Penalty: 2889.338867
	Iteration 176Q: 3 clusters Score -852182.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -852184.062500 Penalty: 2889.338867
	Iteration 177Q: 3 clusters Score -852184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -852186.375000 Penalty: 2889.338867
	Iteration 178Q: 3 clusters Score -852186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -852187.500000 Penalty: 2889.338867
	Iteration 179Q: 3 clusters Score -852187.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -852188.625000 Penalty: 2889.338867
	Iteration 180F: 3 clusters Score -852188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -852190.375000 Penalty: 2889.338867
	Iteration 181Q: 3 clusters Score -852190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -852190.187500 Penalty: 2889.338867
	Iteration 182Q: 3 clusters Score -852190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -852193.000000 Penalty: 2889.338867
	Iteration 183Q: 3 clusters Score -852193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -852196.125000 Penalty: 2889.338867
	Iteration 184Q: 3 clusters Score -852196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -852199.375000 Penalty: 2889.338867
	Iteration 185Q: 3 clusters Score -852199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -852198.375000 Penalty: 2889.338867
	Iteration 186Q: 3 clusters Score -852198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -852199.437500 Penalty: 2889.338867
	Iteration 187Q: 3 clusters Score -852199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -852199.562500 Penalty: 2889.338867
	Iteration 188Q: 3 clusters Score -852199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -852200.687500 Penalty: 2889.338867
	Iteration 189Q: 3 clusters Score -852200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -852200.000000 Penalty: 2889.338867
	Iteration 190Q: 3 clusters Score -852200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -852199.687500 Penalty: 2889.338867
	Iteration 191Q: 3 clusters Score -852199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -852200.500000 Penalty: 2889.338867
	Iteration 192Q: 3 clusters Score -852200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -852200.500000 Penalty: 2889.338867
	Iteration 193Q: 3 clusters Score -852200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -852202.687500 Penalty: 2889.338867
	Iteration 194Q: 3 clusters Score -852202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -852203.250000 Penalty: 2889.338867
	Iteration 195Q: 3 clusters Score -852203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -852203.125000 Penalty: 2889.338867
	Iteration 196Q: 3 clusters Score -852203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -852204.375000 Penalty: 2889.338867
	Iteration 197Q: 3 clusters Score -852204.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -852207.562500 Penalty: 2889.338867
	Iteration 198Q: 3 clusters Score -852207.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -852208.562500 Penalty: 2889.338867
	Iteration 199Q: 3 clusters Score -852208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -852207.687500 Penalty: 2889.338867
	Iteration 200F: 3 clusters Score -852207.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -852210.562500 Penalty: 2889.338867
	Iteration 201Q: 3 clusters Score -852210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -852210.187500 Penalty: 2889.338867
	Iteration 202Q: 3 clusters Score -852210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -852213.062500 Penalty: 2889.338867
	Iteration 203Q: 3 clusters Score -852213.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -852214.812500 Penalty: 2889.338867
	Iteration 204Q: 3 clusters Score -852214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -852221.062500 Penalty: 2889.338867
	Iteration 205Q: 3 clusters Score -852221.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -852223.437500 Penalty: 2889.338867
	Iteration 206Q: 3 clusters Score -852223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -852226.250000 Penalty: 2889.338867
	Iteration 207Q: 3 clusters Score -852226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -852228.187500 Penalty: 2889.338867
	Iteration 208Q: 3 clusters Score -852228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -852229.750000 Penalty: 2889.338867
	Iteration 209Q: 3 clusters Score -852229.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -852233.500000 Penalty: 2889.338867
	Iteration 210Q: 3 clusters Score -852233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -852233.625000 Penalty: 2889.338867
	Iteration 211Q: 3 clusters Score -852233.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -852236.187500 Penalty: 2889.338867
	Iteration 212Q: 3 clusters Score -852236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -852237.312500 Penalty: 2889.338867
	Iteration 213Q: 3 clusters Score -852237.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -852241.875000 Penalty: 2889.338867
	Iteration 214Q: 3 clusters Score -852241.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -852245.437500 Penalty: 2889.338867
	Iteration 215Q: 3 clusters Score -852245.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -852251.187500 Penalty: 2889.338867
	Iteration 216Q: 3 clusters Score -852251.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -852253.437500 Penalty: 2889.338867
	Iteration 217Q: 3 clusters Score -852253.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -852257.000000 Penalty: 2889.338867
	Iteration 218Q: 3 clusters Score -852257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -852261.437500 Penalty: 2889.338867
	Iteration 219Q: 3 clusters Score -852261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -852263.437500 Penalty: 2889.338867
	Iteration 220F: 3 clusters Score -852263.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -852266.875000 Penalty: 2889.338867
	Iteration 221Q: 3 clusters Score -852266.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -852268.625000 Penalty: 2889.338867
	Iteration 222Q: 3 clusters Score -852268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -852270.937500 Penalty: 2889.338867
	Iteration 223Q: 3 clusters Score -852270.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -852271.437500 Penalty: 2889.338867
	Iteration 224Q: 3 clusters Score -852271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -852270.500000 Penalty: 2889.338867
	Iteration 225Q: 3 clusters Score -852270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -852272.312500 Penalty: 2889.338867
	Iteration 226Q: 3 clusters Score -852272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -852272.437500 Penalty: 2889.338867
	Iteration 227Q: 3 clusters Score -852272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -852271.687500 Penalty: 2889.338867
	Iteration 228Q: 3 clusters Score -852271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -852273.750000 Penalty: 2889.338867
	Iteration 229Q: 3 clusters Score -852273.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -852275.750000 Penalty: 2889.338867
	Iteration 230Q: 3 clusters Score -852275.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -852274.812500 Penalty: 2889.338867
	Iteration 231Q: 3 clusters Score -852274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -852274.812500 Penalty: 2889.338867
	Iteration 232F: 3 clusters Score -852274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29781.513672 Penalty: 922.472534
	Iteration 0F: 2 clusters Score -29781.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28949.494141 Penalty: 1844.945068
	Iteration 0F: 3 clusters Score -28949.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29061.574219 Penalty: 1844.945068
	Iteration 1F: 3 clusters Score -29061.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29151.201172 Penalty: 1844.945068
	Iteration 2F: 3 clusters Score -29151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29175.562500 Penalty: 1844.945068
	Iteration 3Q: 3 clusters Score -29175.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29204.101562 Penalty: 1844.945068
	Iteration 4Q: 3 clusters Score -29204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29258.568359 Penalty: 1844.945068
	Iteration 5Q: 3 clusters Score -29258.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29296.093750 Penalty: 1844.945068
	Iteration 6Q: 3 clusters Score -29296.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29355.087891 Penalty: 1844.945068
	Iteration 7Q: 3 clusters Score -29355.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29466.570312 Penalty: 1844.945068
	Iteration 8Q: 3 clusters Score -29466.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29572.873047 Penalty: 1844.945068
	Iteration 9Q: 3 clusters Score -29572.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29671.214844 Penalty: 1844.945068
	Iteration 10Q: 3 clusters Score -29671.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29861.984375 Penalty: 1844.945068
	Iteration 11Q: 3 clusters Score -29861.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29990.451172 Penalty: 1844.945068
	Iteration 12Q: 3 clusters Score -29990.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30130.890625 Penalty: 1844.945068
	Iteration 13Q: 3 clusters Score -30130.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30170.708984 Penalty: 1844.945068
	Iteration 14Q: 3 clusters Score -30170.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30186.892578 Penalty: 1844.945068
	Iteration 15Q: 3 clusters Score -30186.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30206.759766 Penalty: 1844.945068
	Iteration 16Q: 3 clusters Score -30206.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30256.580078 Penalty: 1844.945068
	Iteration 17Q: 3 clusters Score -30256.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30256.580078 Penalty: 1844.945068
	Iteration 18F: 3 clusters Score -30256.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58510 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 77839 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84379 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 172 members 
Mstep: Class 18 contains 57151 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48356 members 
Mstep: Class 29 contains 120 members 
Entering Unmasked Estep 
Score: -59792544.000000 Penalty: 61624.625000
Splitting cluster 17 changes total score from -59793236.000000 to -59792544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (57151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Entering Unmasked Estep 
Score: -7366979.000000 Penalty: 1779.935913
	Iteration 0F: 2 clusters Score -7366979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -7328717.500000 Penalty: 3559.871826
	Iteration 0F: 3 clusters Score -7328718 nChanged 26930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -7344249.500000 Penalty: 3559.871826
	Iteration 1F: 3 clusters Score -7344250 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -7345131.500000 Penalty: 3559.871826
	Iteration 2Q: 3 clusters Score -7345132 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -7346391.500000 Penalty: 3559.871826
	Iteration 3F: 3 clusters Score -7346392 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -7348015.500000 Penalty: 3559.871826
	Iteration 4F: 3 clusters Score -7348016 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7350145.000000 Penalty: 3559.871826
	Iteration 5F: 3 clusters Score -7350145 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -7352717.500000 Penalty: 3559.871826
	Iteration 6F: 3 clusters Score -7352718 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -7355378.500000 Penalty: 3559.871826
	Iteration 7F: 3 clusters Score -7355378 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -7358123.000000 Penalty: 3559.871826
	Iteration 8F: 3 clusters Score -7358123 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7360614.500000 Penalty: 3559.871826
	Iteration 9F: 3 clusters Score -7360614 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7362640.500000 Penalty: 3559.871826
	Iteration 10Q: 3 clusters Score -7362640 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7364092.000000 Penalty: 3559.871826
	Iteration 11Q: 3 clusters Score -7364092 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7364786.500000 Penalty: 3559.871826
	Iteration 12Q: 3 clusters Score -7364786 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7365121.000000 Penalty: 3559.871826
	Iteration 13Q: 3 clusters Score -7365121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7365267.000000 Penalty: 3559.871826
	Iteration 14Q: 3 clusters Score -7365267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7365355.000000 Penalty: 3559.871826
	Iteration 15Q: 3 clusters Score -7365355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7365403.000000 Penalty: 3559.871826
	Iteration 16Q: 3 clusters Score -7365403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7365417.000000 Penalty: 3559.871826
	Iteration 17Q: 3 clusters Score -7365417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7365434.500000 Penalty: 3559.871826
	Iteration 18Q: 3 clusters Score -7365434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7365446.000000 Penalty: 3559.871826
	Iteration 19Q: 3 clusters Score -7365446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56935 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7365454.000000 Penalty: 3559.871826
	Iteration 20F: 3 clusters Score -7365454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7365459.500000 Penalty: 3559.871826
	Iteration 21Q: 3 clusters Score -7365460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7365461.500000 Penalty: 3559.871826
	Iteration 22Q: 3 clusters Score -7365462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7365460.500000 Penalty: 3559.871826
	Iteration 23Q: 3 clusters Score -7365460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7365460.000000 Penalty: 3559.871826
	Iteration 24Q: 3 clusters Score -7365460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7365470.000000 Penalty: 3559.871826
	Iteration 25Q: 3 clusters Score -7365470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56933 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7365470.000000 Penalty: 3559.871826
	Iteration 26F: 3 clusters Score -7365470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Entering Unmasked Estep 
Score: -2302538.000000 Penalty: 1589.895386
	Iteration 0F: 2 clusters Score -2302538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2290390.250000 Penalty: 3179.790771
	Iteration 0F: 3 clusters Score -2290390 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2294637.250000 Penalty: 3179.790771
	Iteration 1F: 3 clusters Score -2294637 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2294951.250000 Penalty: 3179.790771
	Iteration 2F: 3 clusters Score -2294951 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2295302.750000 Penalty: 3179.790771
	Iteration 3Q: 3 clusters Score -2295303 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2295594.000000 Penalty: 3179.790771
	Iteration 4Q: 3 clusters Score -2295594 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2295920.250000 Penalty: 3179.790771
	Iteration 5Q: 3 clusters Score -2295920 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2296309.000000 Penalty: 3179.790771
	Iteration 6Q: 3 clusters Score -2296309 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2296745.500000 Penalty: 3179.790771
	Iteration 7Q: 3 clusters Score -2296746 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2297229.000000 Penalty: 3179.790771
	Iteration 8Q: 3 clusters Score -2297229 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2297754.500000 Penalty: 3179.790771
	Iteration 9Q: 3 clusters Score -2297754 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2298316.000000 Penalty: 3179.790771
	Iteration 10Q: 3 clusters Score -2298316 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2298878.250000 Penalty: 3179.790771
	Iteration 11Q: 3 clusters Score -2298878 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2299452.500000 Penalty: 3179.790771
	Iteration 12Q: 3 clusters Score -2299452 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2299919.250000 Penalty: 3179.790771
	Iteration 13Q: 3 clusters Score -2299919 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2300276.500000 Penalty: 3179.790771
	Iteration 14Q: 3 clusters Score -2300276 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2300507.750000 Penalty: 3179.790771
	Iteration 15Q: 3 clusters Score -2300508 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2300701.000000 Penalty: 3179.790771
	Iteration 16Q: 3 clusters Score -2300701 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2300833.750000 Penalty: 3179.790771
	Iteration 17Q: 3 clusters Score -2300834 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2300913.500000 Penalty: 3179.790771
	Iteration 18Q: 3 clusters Score -2300914 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2300977.500000 Penalty: 3179.790771
	Iteration 19Q: 3 clusters Score -2300978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2301027.000000 Penalty: 3179.790771
	Iteration 20F: 3 clusters Score -2301027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2301071.000000 Penalty: 3179.790771
	Iteration 21Q: 3 clusters Score -2301071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2301102.500000 Penalty: 3179.790771
	Iteration 22Q: 3 clusters Score -2301102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2301121.750000 Penalty: 3179.790771
	Iteration 23Q: 3 clusters Score -2301122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2301139.750000 Penalty: 3179.790771
	Iteration 24Q: 3 clusters Score -2301140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2301161.000000 Penalty: 3179.790771
	Iteration 25Q: 3 clusters Score -2301161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2301172.500000 Penalty: 3179.790771
	Iteration 26Q: 3 clusters Score -2301172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2301184.000000 Penalty: 3179.790771
	Iteration 27Q: 3 clusters Score -2301184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2301186.500000 Penalty: 3179.790771
	Iteration 28Q: 3 clusters Score -2301186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2301195.500000 Penalty: 3179.790771
	Iteration 29Q: 3 clusters Score -2301196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2301203.250000 Penalty: 3179.790771
	Iteration 30Q: 3 clusters Score -2301203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2301208.500000 Penalty: 3179.790771
	Iteration 31Q: 3 clusters Score -2301208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2301217.500000 Penalty: 3179.790771
	Iteration 32Q: 3 clusters Score -2301218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2301219.250000 Penalty: 3179.790771
	Iteration 33Q: 3 clusters Score -2301219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2301221.000000 Penalty: 3179.790771
	Iteration 34Q: 3 clusters Score -2301221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2301220.750000 Penalty: 3179.790771
	Iteration 35Q: 3 clusters Score -2301221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2301224.000000 Penalty: 3179.790771
	Iteration 36Q: 3 clusters Score -2301224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2301226.250000 Penalty: 3179.790771
	Iteration 37Q: 3 clusters Score -2301226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2301228.250000 Penalty: 3179.790771
	Iteration 38Q: 3 clusters Score -2301228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2301229.500000 Penalty: 3179.790771
	Iteration 39Q: 3 clusters Score -2301230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2301230.250000 Penalty: 3179.790771
	Iteration 40F: 3 clusters Score -2301230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2301229.250000 Penalty: 3179.790771
	Iteration 41Q: 3 clusters Score -2301229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2301231.250000 Penalty: 3179.790771
	Iteration 42Q: 3 clusters Score -2301231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2301231.250000 Penalty: 3179.790771
	Iteration 43Q: 3 clusters Score -2301231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2301233.000000 Penalty: 3179.790771
	Iteration 44Q: 3 clusters Score -2301233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2301235.750000 Penalty: 3179.790771
	Iteration 45Q: 3 clusters Score -2301236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2301238.250000 Penalty: 3179.790771
	Iteration 46Q: 3 clusters Score -2301238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2301239.000000 Penalty: 3179.790771
	Iteration 47Q: 3 clusters Score -2301239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2301242.000000 Penalty: 3179.790771
	Iteration 48Q: 3 clusters Score -2301242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2301248.250000 Penalty: 3179.790771
	Iteration 49Q: 3 clusters Score -2301248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2301250.000000 Penalty: 3179.790771
	Iteration 50Q: 3 clusters Score -2301250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2301253.000000 Penalty: 3179.790771
	Iteration 51Q: 3 clusters Score -2301253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2301253.000000 Penalty: 3179.790771
	Iteration 52F: 3 clusters Score -2301253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Entering Unmasked Estep 
Score: -473137.312500 Penalty: 1339.405029
	Iteration 0F: 2 clusters Score -473137.3 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 1930 members 
Entering Unmasked Estep 
Score: -469923.218750 Penalty: 2678.810059
	Iteration 0F: 3 clusters Score -469923.2 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -470725.812500 Penalty: 2678.810059
	Iteration 1F: 3 clusters Score -470725.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -470889.781250 Penalty: 2678.810059
	Iteration 2F: 3 clusters Score -470889.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -470992.625000 Penalty: 2678.810059
	Iteration 3Q: 3 clusters Score -470992.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -471058.875000 Penalty: 2678.810059
	Iteration 4Q: 3 clusters Score -471058.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -471120.156250 Penalty: 2678.810059
	Iteration 5Q: 3 clusters Score -471120.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -471176.968750 Penalty: 2678.810059
	Iteration 6Q: 3 clusters Score -471177 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -471224.687500 Penalty: 2678.810059
	Iteration 7Q: 3 clusters Score -471224.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -471263.531250 Penalty: 2678.810059
	Iteration 8Q: 3 clusters Score -471263.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -471302.125000 Penalty: 2678.810059
	Iteration 9Q: 3 clusters Score -471302.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -471327.906250 Penalty: 2678.810059
	Iteration 10Q: 3 clusters Score -471327.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -471349.718750 Penalty: 2678.810059
	Iteration 11Q: 3 clusters Score -471349.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -471378.593750 Penalty: 2678.810059
	Iteration 12Q: 3 clusters Score -471378.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -471405.093750 Penalty: 2678.810059
	Iteration 13Q: 3 clusters Score -471405.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -471427.500000 Penalty: 2678.810059
	Iteration 14Q: 3 clusters Score -471427.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -471445.656250 Penalty: 2678.810059
	Iteration 15Q: 3 clusters Score -471445.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -471460.968750 Penalty: 2678.810059
	Iteration 16Q: 3 clusters Score -471461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -471478.656250 Penalty: 2678.810059
	Iteration 17Q: 3 clusters Score -471478.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -471493.343750 Penalty: 2678.810059
	Iteration 18Q: 3 clusters Score -471493.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -471513.312500 Penalty: 2678.810059
	Iteration 19Q: 3 clusters Score -471513.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -471529.875000 Penalty: 2678.810059
	Iteration 20F: 3 clusters Score -471529.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -471546.031250 Penalty: 2678.810059
	Iteration 21Q: 3 clusters Score -471546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -471560.718750 Penalty: 2678.810059
	Iteration 22Q: 3 clusters Score -471560.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -471580.343750 Penalty: 2678.810059
	Iteration 23Q: 3 clusters Score -471580.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -471601.656250 Penalty: 2678.810059
	Iteration 24Q: 3 clusters Score -471601.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -471619.968750 Penalty: 2678.810059
	Iteration 25Q: 3 clusters Score -471620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -471638.812500 Penalty: 2678.810059
	Iteration 26Q: 3 clusters Score -471638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -471658.875000 Penalty: 2678.810059
	Iteration 27Q: 3 clusters Score -471658.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -471677.312500 Penalty: 2678.810059
	Iteration 28Q: 3 clusters Score -471677.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -471697.218750 Penalty: 2678.810059
	Iteration 29Q: 3 clusters Score -471697.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -471713.562500 Penalty: 2678.810059
	Iteration 30Q: 3 clusters Score -471713.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -471730.968750 Penalty: 2678.810059
	Iteration 31Q: 3 clusters Score -471731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -471748.781250 Penalty: 2678.810059
	Iteration 32Q: 3 clusters Score -471748.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -471764.093750 Penalty: 2678.810059
	Iteration 33Q: 3 clusters Score -471764.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -471775.781250 Penalty: 2678.810059
	Iteration 34Q: 3 clusters Score -471775.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -471783.125000 Penalty: 2678.810059
	Iteration 35Q: 3 clusters Score -471783.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -471788.343750 Penalty: 2678.810059
	Iteration 36Q: 3 clusters Score -471788.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -471797.250000 Penalty: 2678.810059
	Iteration 37Q: 3 clusters Score -471797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -471804.375000 Penalty: 2678.810059
	Iteration 38Q: 3 clusters Score -471804.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -471809.812500 Penalty: 2678.810059
	Iteration 39Q: 3 clusters Score -471809.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -471815.500000 Penalty: 2678.810059
	Iteration 40F: 3 clusters Score -471815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -471822.593750 Penalty: 2678.810059
	Iteration 41Q: 3 clusters Score -471822.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -471828.812500 Penalty: 2678.810059
	Iteration 42Q: 3 clusters Score -471828.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -471831.968750 Penalty: 2678.810059
	Iteration 43Q: 3 clusters Score -471832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -471836.812500 Penalty: 2678.810059
	Iteration 44Q: 3 clusters Score -471836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -471839.000000 Penalty: 2678.810059
	Iteration 45Q: 3 clusters Score -471839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -471840.062500 Penalty: 2678.810059
	Iteration 46Q: 3 clusters Score -471840.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -471841.781250 Penalty: 2678.810059
	Iteration 47Q: 3 clusters Score -471841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -471842.531250 Penalty: 2678.810059
	Iteration 48Q: 3 clusters Score -471842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -471843.000000 Penalty: 2678.810059
	Iteration 49Q: 3 clusters Score -471843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -471843.437500 Penalty: 2678.810059
	Iteration 50Q: 3 clusters Score -471843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -471845.625000 Penalty: 2678.810059
	Iteration 51Q: 3 clusters Score -471845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -471847.375000 Penalty: 2678.810059
	Iteration 52Q: 3 clusters Score -471847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -471850.218750 Penalty: 2678.810059
	Iteration 53Q: 3 clusters Score -471850.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -471851.343750 Penalty: 2678.810059
	Iteration 54Q: 3 clusters Score -471851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -471851.906250 Penalty: 2678.810059
	Iteration 55Q: 3 clusters Score -471851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -471854.625000 Penalty: 2678.810059
	Iteration 56Q: 3 clusters Score -471854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -471855.781250 Penalty: 2678.810059
	Iteration 57Q: 3 clusters Score -471855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -471858.437500 Penalty: 2678.810059
	Iteration 58Q: 3 clusters Score -471858.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -471861.062500 Penalty: 2678.810059
	Iteration 59Q: 3 clusters Score -471861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -471864.656250 Penalty: 2678.810059
	Iteration 60F: 3 clusters Score -471864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -471864.968750 Penalty: 2678.810059
	Iteration 61Q: 3 clusters Score -471865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -471864.968750 Penalty: 2678.810059
	Iteration 62Q: 3 clusters Score -471865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -471864.968750 Penalty: 2678.810059
	Iteration 63F: 3 clusters Score -471865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -49352.281250 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -49352.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48379.496094 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -48379.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48506.441406 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -48506.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48537.414062 Penalty: 1944.779297
	Iteration 2Q: 3 clusters Score -48537.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48556.265625 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -48556.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48563.476562 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -48563.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48564.871094 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -48564.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48568.867188 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -48568.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48568.867188 Penalty: 1944.779297
	Iteration 7F: 3 clusters Score -48568.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -878608.500000 Penalty: 1440.613159
	Iteration 0F: 2 clusters Score -878608.5 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 3573 members 
Entering Unmasked Estep 
Score: -873351.187500 Penalty: 2881.226318
	Iteration 0F: 3 clusters Score -873351.2 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -874903.187500 Penalty: 2881.226318
	Iteration 1F: 3 clusters Score -874903.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -875131.000000 Penalty: 2881.226318
	Iteration 2F: 3 clusters Score -875131 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -875287.125000 Penalty: 2881.226318
	Iteration 3F: 3 clusters Score -875287.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -875432.625000 Penalty: 2881.226318
	Iteration 4Q: 3 clusters Score -875432.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -875560.125000 Penalty: 2881.226318
	Iteration 5Q: 3 clusters Score -875560.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -875664.812500 Penalty: 2881.226318
	Iteration 6Q: 3 clusters Score -875664.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -875781.562500 Penalty: 2881.226318
	Iteration 7Q: 3 clusters Score -875781.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -875919.812500 Penalty: 2881.226318
	Iteration 8Q: 3 clusters Score -875919.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -876064.437500 Penalty: 2881.226318
	Iteration 9Q: 3 clusters Score -876064.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -876173.750000 Penalty: 2881.226318
	Iteration 10Q: 3 clusters Score -876173.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -876262.250000 Penalty: 2881.226318
	Iteration 11Q: 3 clusters Score -876262.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -876361.187500 Penalty: 2881.226318
	Iteration 12Q: 3 clusters Score -876361.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -876455.125000 Penalty: 2881.226318
	Iteration 13Q: 3 clusters Score -876455.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -876548.250000 Penalty: 2881.226318
	Iteration 14Q: 3 clusters Score -876548.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -876642.937500 Penalty: 2881.226318
	Iteration 15Q: 3 clusters Score -876642.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -876747.437500 Penalty: 2881.226318
	Iteration 16Q: 3 clusters Score -876747.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -876889.062500 Penalty: 2881.226318
	Iteration 17Q: 3 clusters Score -876889.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -877067.687500 Penalty: 2881.226318
	Iteration 18Q: 3 clusters Score -877067.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -877313.375000 Penalty: 2881.226318
	Iteration 19Q: 3 clusters Score -877313.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -877605.187500 Penalty: 2881.226318
	Iteration 20F: 3 clusters Score -877605.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -877820.562500 Penalty: 2881.226318
	Iteration 21Q: 3 clusters Score -877820.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -877928.375000 Penalty: 2881.226318
	Iteration 22Q: 3 clusters Score -877928.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -877981.062500 Penalty: 2881.226318
	Iteration 23Q: 3 clusters Score -877981.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -878006.875000 Penalty: 2881.226318
	Iteration 24Q: 3 clusters Score -878006.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -878022.375000 Penalty: 2881.226318
	Iteration 25Q: 3 clusters Score -878022.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -878032.312500 Penalty: 2881.226318
	Iteration 26Q: 3 clusters Score -878032.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -878037.250000 Penalty: 2881.226318
	Iteration 27Q: 3 clusters Score -878037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -878039.375000 Penalty: 2881.226318
	Iteration 28Q: 3 clusters Score -878039.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -878042.375000 Penalty: 2881.226318
	Iteration 29Q: 3 clusters Score -878042.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -878043.312500 Penalty: 2881.226318
	Iteration 30Q: 3 clusters Score -878043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -878045.875000 Penalty: 2881.226318
	Iteration 31Q: 3 clusters Score -878045.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -878046.812500 Penalty: 2881.226318
	Iteration 32Q: 3 clusters Score -878046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -878048.312500 Penalty: 2881.226318
	Iteration 33Q: 3 clusters Score -878048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -878048.812500 Penalty: 2881.226318
	Iteration 34Q: 3 clusters Score -878048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -878049.625000 Penalty: 2881.226318
	Iteration 35Q: 3 clusters Score -878049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -878049.625000 Penalty: 2881.226318
	Iteration 36Q: 3 clusters Score -878049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -878049.625000 Penalty: 2881.226318
	Iteration 37F: 3 clusters Score -878049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Entering Unmasked Estep 
Score: -3907200.500000 Penalty: 1680.150024
	Iteration 0F: 2 clusters Score -3907200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3886393.000000 Penalty: 3360.300049
	Iteration 0F: 3 clusters Score -3886393 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -3894346.250000 Penalty: 3360.300049
	Iteration 1F: 3 clusters Score -3894346 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3894872.000000 Penalty: 3360.300049
	Iteration 2Q: 3 clusters Score -3894872 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -3895437.750000 Penalty: 3360.300049
	Iteration 3Q: 3 clusters Score -3895438 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3896094.750000 Penalty: 3360.300049
	Iteration 4Q: 3 clusters Score -3896095 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -3896979.250000 Penalty: 3360.300049
	Iteration 5Q: 3 clusters Score -3896979 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -3898124.000000 Penalty: 3360.300049
	Iteration 6F: 3 clusters Score -3898124 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3899474.750000 Penalty: 3360.300049
	Iteration 7F: 3 clusters Score -3899475 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3901093.750000 Penalty: 3360.300049
	Iteration 8F: 3 clusters Score -3901094 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3902537.500000 Penalty: 3360.300049
	Iteration 9F: 3 clusters Score -3902538 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3903704.250000 Penalty: 3360.300049
	Iteration 10Q: 3 clusters Score -3903704 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -3904554.500000 Penalty: 3360.300049
	Iteration 11Q: 3 clusters Score -3904554 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -3905060.000000 Penalty: 3360.300049
	Iteration 12Q: 3 clusters Score -3905060 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3905330.250000 Penalty: 3360.300049
	Iteration 13Q: 3 clusters Score -3905330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3905500.750000 Penalty: 3360.300049
	Iteration 14Q: 3 clusters Score -3905501 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -3905613.500000 Penalty: 3360.300049
	Iteration 15Q: 3 clusters Score -3905614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -3905666.000000 Penalty: 3360.300049
	Iteration 16Q: 3 clusters Score -3905666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -3905685.750000 Penalty: 3360.300049
	Iteration 17Q: 3 clusters Score -3905686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3905706.500000 Penalty: 3360.300049
	Iteration 18Q: 3 clusters Score -3905706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3905718.750000 Penalty: 3360.300049
	Iteration 19Q: 3 clusters Score -3905719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3905733.250000 Penalty: 3360.300049
	Iteration 20F: 3 clusters Score -3905733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -3905738.500000 Penalty: 3360.300049
	Iteration 21Q: 3 clusters Score -3905738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3905745.000000 Penalty: 3360.300049
	Iteration 22Q: 3 clusters Score -3905745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3905747.750000 Penalty: 3360.300049
	Iteration 23Q: 3 clusters Score -3905748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3905753.000000 Penalty: 3360.300049
	Iteration 24Q: 3 clusters Score -3905753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -3905758.000000 Penalty: 3360.300049
	Iteration 25Q: 3 clusters Score -3905758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -3905761.500000 Penalty: 3360.300049
	Iteration 26Q: 3 clusters Score -3905762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3905763.500000 Penalty: 3360.300049
	Iteration 27Q: 3 clusters Score -3905764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -3905772.500000 Penalty: 3360.300049
	Iteration 28Q: 3 clusters Score -3905772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3905778.250000 Penalty: 3360.300049
	Iteration 29Q: 3 clusters Score -3905778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3905783.750000 Penalty: 3360.300049
	Iteration 30Q: 3 clusters Score -3905784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3905786.500000 Penalty: 3360.300049
	Iteration 31Q: 3 clusters Score -3905786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3905791.000000 Penalty: 3360.300049
	Iteration 32Q: 3 clusters Score -3905791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3905794.000000 Penalty: 3360.300049
	Iteration 33Q: 3 clusters Score -3905794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3905792.750000 Penalty: 3360.300049
	Iteration 34Q: 3 clusters Score -3905793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -3905792.750000 Penalty: 3360.300049
	Iteration 35F: 3 clusters Score -3905793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -71993.226562 Penalty: 1063.151733
	Iteration 0F: 2 clusters Score -71993.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70859.640625 Penalty: 2126.303467
	Iteration 0F: 3 clusters Score -70859.64 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71227.671875 Penalty: 2126.303467
	Iteration 1F: 3 clusters Score -71227.67 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71342.562500 Penalty: 2126.303467
	Iteration 2F: 3 clusters Score -71342.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71436.960938 Penalty: 2126.303467
	Iteration 3F: 3 clusters Score -71436.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71508.507812 Penalty: 2126.303467
	Iteration 4F: 3 clusters Score -71508.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71541.406250 Penalty: 2126.303467
	Iteration 5Q: 3 clusters Score -71541.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71570.664062 Penalty: 2126.303467
	Iteration 6Q: 3 clusters Score -71570.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -71577.210938 Penalty: 2126.303467
	Iteration 7Q: 3 clusters Score -71577.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71585.312500 Penalty: 2126.303467
	Iteration 8Q: 3 clusters Score -71585.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71593.671875 Penalty: 2126.303467
	Iteration 9Q: 3 clusters Score -71593.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71597.328125 Penalty: 2126.303467
	Iteration 10Q: 3 clusters Score -71597.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71599.484375 Penalty: 2126.303467
	Iteration 11Q: 3 clusters Score -71599.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71600.937500 Penalty: 2126.303467
	Iteration 12Q: 3 clusters Score -71600.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71601.250000 Penalty: 2126.303467
	Iteration 13Q: 3 clusters Score -71601.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71601.250000 Penalty: 2126.303467
	Iteration 14F: 3 clusters Score -71601.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -21380.660156 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -21380.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20769.597656 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -20769.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21213.832031 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -21213.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21467.689453 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -21467.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21573.029297 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -21573.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21605.476562 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -21605.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21607.431641 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -21607.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21607.431641 Penalty: 1828.976929
	Iteration 6F: 3 clusters Score -21607.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58510 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 77839 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84379 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57151 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 73 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48356 members 
Mstep: Class 29 contains 205 members 
Entering Unmasked Estep 
Score: -59792252.000000 Penalty: 61624.625000
Splitting cluster 25 changes total score from -59793236.000000 to -59792252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -755854.875000 Penalty: 1412.393188
	Iteration 0F: 2 clusters Score -755854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -751272.750000 Penalty: 2824.786377
	Iteration 0F: 3 clusters Score -751272.8 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -752594.875000 Penalty: 2824.786377
	Iteration 1F: 3 clusters Score -752594.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -752794.375000 Penalty: 2824.786377
	Iteration 2F: 3 clusters Score -752794.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -752927.687500 Penalty: 2824.786377
	Iteration 3F: 3 clusters Score -752927.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -753024.312500 Penalty: 2824.786377
	Iteration 4Q: 3 clusters Score -753024.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -753103.562500 Penalty: 2824.786377
	Iteration 5Q: 3 clusters Score -753103.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -753173.000000 Penalty: 2824.786377
	Iteration 6Q: 3 clusters Score -753173 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -753247.687500 Penalty: 2824.786377
	Iteration 7Q: 3 clusters Score -753247.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -753315.500000 Penalty: 2824.786377
	Iteration 8Q: 3 clusters Score -753315.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -753398.000000 Penalty: 2824.786377
	Iteration 9Q: 3 clusters Score -753398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -753499.125000 Penalty: 2824.786377
	Iteration 10Q: 3 clusters Score -753499.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -753604.937500 Penalty: 2824.786377
	Iteration 11Q: 3 clusters Score -753604.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -753698.812500 Penalty: 2824.786377
	Iteration 12Q: 3 clusters Score -753698.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -753766.437500 Penalty: 2824.786377
	Iteration 13Q: 3 clusters Score -753766.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -753832.312500 Penalty: 2824.786377
	Iteration 14Q: 3 clusters Score -753832.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -753921.125000 Penalty: 2824.786377
	Iteration 15Q: 3 clusters Score -753921.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -754006.375000 Penalty: 2824.786377
	Iteration 16Q: 3 clusters Score -754006.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -754066.062500 Penalty: 2824.786377
	Iteration 17Q: 3 clusters Score -754066.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -754122.875000 Penalty: 2824.786377
	Iteration 18Q: 3 clusters Score -754122.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -754171.000000 Penalty: 2824.786377
	Iteration 19Q: 3 clusters Score -754171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -754216.625000 Penalty: 2824.786377
	Iteration 20F: 3 clusters Score -754216.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -754251.875000 Penalty: 2824.786377
	Iteration 21Q: 3 clusters Score -754251.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -754277.750000 Penalty: 2824.786377
	Iteration 22Q: 3 clusters Score -754277.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -754306.250000 Penalty: 2824.786377
	Iteration 23Q: 3 clusters Score -754306.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -754330.562500 Penalty: 2824.786377
	Iteration 24Q: 3 clusters Score -754330.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -754344.812500 Penalty: 2824.786377
	Iteration 25Q: 3 clusters Score -754344.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -754362.312500 Penalty: 2824.786377
	Iteration 26Q: 3 clusters Score -754362.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -754386.000000 Penalty: 2824.786377
	Iteration 27Q: 3 clusters Score -754386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -754413.375000 Penalty: 2824.786377
	Iteration 28Q: 3 clusters Score -754413.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -754439.062500 Penalty: 2824.786377
	Iteration 29Q: 3 clusters Score -754439.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -754458.375000 Penalty: 2824.786377
	Iteration 30Q: 3 clusters Score -754458.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -754474.437500 Penalty: 2824.786377
	Iteration 31Q: 3 clusters Score -754474.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -754486.187500 Penalty: 2824.786377
	Iteration 32Q: 3 clusters Score -754486.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -754500.312500 Penalty: 2824.786377
	Iteration 33Q: 3 clusters Score -754500.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -754512.687500 Penalty: 2824.786377
	Iteration 34Q: 3 clusters Score -754512.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -754525.437500 Penalty: 2824.786377
	Iteration 35Q: 3 clusters Score -754525.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -754534.062500 Penalty: 2824.786377
	Iteration 36Q: 3 clusters Score -754534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -754542.437500 Penalty: 2824.786377
	Iteration 37Q: 3 clusters Score -754542.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -754549.687500 Penalty: 2824.786377
	Iteration 38Q: 3 clusters Score -754549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -754557.375000 Penalty: 2824.786377
	Iteration 39Q: 3 clusters Score -754557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -754562.375000 Penalty: 2824.786377
	Iteration 40F: 3 clusters Score -754562.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -754565.250000 Penalty: 2824.786377
	Iteration 41Q: 3 clusters Score -754565.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -754568.187500 Penalty: 2824.786377
	Iteration 42Q: 3 clusters Score -754568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -754575.437500 Penalty: 2824.786377
	Iteration 43Q: 3 clusters Score -754575.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -754579.562500 Penalty: 2824.786377
	Iteration 44Q: 3 clusters Score -754579.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -754589.187500 Penalty: 2824.786377
	Iteration 45Q: 3 clusters Score -754589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -754596.000000 Penalty: 2824.786377
	Iteration 46Q: 3 clusters Score -754596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -754596.562500 Penalty: 2824.786377
	Iteration 47Q: 3 clusters Score -754596.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -754596.500000 Penalty: 2824.786377
	Iteration 48Q: 3 clusters Score -754596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -754596.500000 Penalty: 2824.786377
	Iteration 49F: 3 clusters Score -754596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -290655.968750 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -290656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -288367.343750 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -288367.3 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -288856.375000 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -288856.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -288963.312500 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -288963.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -289031.531250 Penalty: 2512.306885
	Iteration 3Q: 3 clusters Score -289031.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -289082.093750 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -289082.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289129.093750 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -289129.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289164.406250 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -289164.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289187.531250 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -289187.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289212.281250 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -289212.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -289237.062500 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -289237.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -289255.375000 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -289255.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -289266.968750 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -289267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -289284.406250 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -289284.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -289300.562500 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -289300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -289312.656250 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -289312.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -289327.218750 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -289327.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -289338.281250 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -289338.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -289344.781250 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -289344.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289351.906250 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -289351.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -289362.156250 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -289362.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -289369.625000 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -289369.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -289375.156250 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -289375.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -289380.531250 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -289380.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -289384.625000 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -289384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -289388.593750 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -289388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -289390.031250 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -289390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -289390.937500 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -289390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -289393.281250 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -289393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -289395.843750 Penalty: 2512.306885
	Iteration 28Q: 3 clusters Score -289395.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -289398.781250 Penalty: 2512.306885
	Iteration 29Q: 3 clusters Score -289398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -289399.906250 Penalty: 2512.306885
	Iteration 30Q: 3 clusters Score -289399.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -289399.968750 Penalty: 2512.306885
	Iteration 31Q: 3 clusters Score -289400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -289399.968750 Penalty: 2512.306885
	Iteration 32F: 3 clusters Score -289400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Entering Unmasked Estep 
Score: -6259038.000000 Penalty: 1752.781128
	Iteration 0F: 2 clusters Score -6259038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6226765.500000 Penalty: 3505.562256
	Iteration 0F: 3 clusters Score -6226766 nChanged 22617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -6239655.000000 Penalty: 3505.562256
	Iteration 1F: 3 clusters Score -6239655 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6240194.000000 Penalty: 3505.562256
	Iteration 2Q: 3 clusters Score -6240194 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -6240828.000000 Penalty: 3505.562256
	Iteration 3Q: 3 clusters Score -6240828 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -6241618.500000 Penalty: 3505.562256
	Iteration 4Q: 3 clusters Score -6241618 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -6242758.000000 Penalty: 3505.562256
	Iteration 5Q: 3 clusters Score -6242758 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6244337.500000 Penalty: 3505.562256
	Iteration 6F: 3 clusters Score -6244338 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6246374.500000 Penalty: 3505.562256
	Iteration 7F: 3 clusters Score -6246374 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -6248800.000000 Penalty: 3505.562256
	Iteration 8F: 3 clusters Score -6248800 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6251187.000000 Penalty: 3505.562256
	Iteration 9F: 3 clusters Score -6251187 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -6253211.000000 Penalty: 3505.562256
	Iteration 10Q: 3 clusters Score -6253211 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -6254472.000000 Penalty: 3505.562256
	Iteration 11Q: 3 clusters Score -6254472 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -6255232.500000 Penalty: 3505.562256
	Iteration 12Q: 3 clusters Score -6255232 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -6255772.500000 Penalty: 3505.562256
	Iteration 13Q: 3 clusters Score -6255772 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6256128.000000 Penalty: 3505.562256
	Iteration 14Q: 3 clusters Score -6256128 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -6256377.000000 Penalty: 3505.562256
	Iteration 15Q: 3 clusters Score -6256377 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -6256527.000000 Penalty: 3505.562256
	Iteration 16Q: 3 clusters Score -6256527 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -6256651.500000 Penalty: 3505.562256
	Iteration 17Q: 3 clusters Score -6256652 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -6256772.000000 Penalty: 3505.562256
	Iteration 18Q: 3 clusters Score -6256772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -6256849.000000 Penalty: 3505.562256
	Iteration 19Q: 3 clusters Score -6256849 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -6256905.500000 Penalty: 3505.562256
	Iteration 20F: 3 clusters Score -6256906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -6256986.500000 Penalty: 3505.562256
	Iteration 21Q: 3 clusters Score -6256986 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -6257053.000000 Penalty: 3505.562256
	Iteration 22Q: 3 clusters Score -6257053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6257095.000000 Penalty: 3505.562256
	Iteration 23Q: 3 clusters Score -6257095 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -6257147.500000 Penalty: 3505.562256
	Iteration 24Q: 3 clusters Score -6257148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -6257174.000000 Penalty: 3505.562256
	Iteration 25Q: 3 clusters Score -6257174 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -6257184.000000 Penalty: 3505.562256
	Iteration 26Q: 3 clusters Score -6257184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -6257208.500000 Penalty: 3505.562256
	Iteration 27Q: 3 clusters Score -6257208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -6257212.500000 Penalty: 3505.562256
	Iteration 28Q: 3 clusters Score -6257212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -6257256.500000 Penalty: 3505.562256
	Iteration 29Q: 3 clusters Score -6257256 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -6257265.500000 Penalty: 3505.562256
	Iteration 30Q: 3 clusters Score -6257266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -6257290.500000 Penalty: 3505.562256
	Iteration 31Q: 3 clusters Score -6257290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6257298.000000 Penalty: 3505.562256
	Iteration 32Q: 3 clusters Score -6257298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6257313.000000 Penalty: 3505.562256
	Iteration 33Q: 3 clusters Score -6257313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -6257330.000000 Penalty: 3505.562256
	Iteration 34Q: 3 clusters Score -6257330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6257339.000000 Penalty: 3505.562256
	Iteration 35Q: 3 clusters Score -6257339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -6257355.500000 Penalty: 3505.562256
	Iteration 36Q: 3 clusters Score -6257356 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6257378.500000 Penalty: 3505.562256
	Iteration 37Q: 3 clusters Score -6257378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -6257381.000000 Penalty: 3505.562256
	Iteration 38Q: 3 clusters Score -6257381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -6257396.000000 Penalty: 3505.562256
	Iteration 39Q: 3 clusters Score -6257396 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -6257420.000000 Penalty: 3505.562256
	Iteration 40F: 3 clusters Score -6257420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -6257426.500000 Penalty: 3505.562256
	Iteration 41Q: 3 clusters Score -6257426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -6257438.500000 Penalty: 3505.562256
	Iteration 42Q: 3 clusters Score -6257438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -6257439.000000 Penalty: 3505.562256
	Iteration 43Q: 3 clusters Score -6257439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -6257446.500000 Penalty: 3505.562256
	Iteration 44Q: 3 clusters Score -6257446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6257449.000000 Penalty: 3505.562256
	Iteration 45Q: 3 clusters Score -6257449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -6257454.000000 Penalty: 3505.562256
	Iteration 46Q: 3 clusters Score -6257454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6257462.500000 Penalty: 3505.562256
	Iteration 47Q: 3 clusters Score -6257462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6257468.000000 Penalty: 3505.562256
	Iteration 48Q: 3 clusters Score -6257468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6257472.000000 Penalty: 3505.562256
	Iteration 49Q: 3 clusters Score -6257472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6257467.500000 Penalty: 3505.562256
	Iteration 50Q: 3 clusters Score -6257468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -6257467.500000 Penalty: 3505.562256
	Iteration 51Q: 3 clusters Score -6257468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6257464.000000 Penalty: 3505.562256
	Iteration 52Q: 3 clusters Score -6257464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -6257470.500000 Penalty: 3505.562256
	Iteration 53Q: 3 clusters Score -6257470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6257471.500000 Penalty: 3505.562256
	Iteration 54Q: 3 clusters Score -6257472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -6257485.500000 Penalty: 3505.562256
	Iteration 55Q: 3 clusters Score -6257486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -6257497.000000 Penalty: 3505.562256
	Iteration 56Q: 3 clusters Score -6257497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6257502.000000 Penalty: 3505.562256
	Iteration 57Q: 3 clusters Score -6257502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -6257501.500000 Penalty: 3505.562256
	Iteration 58Q: 3 clusters Score -6257502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -6257509.000000 Penalty: 3505.562256
	Iteration 59Q: 3 clusters Score -6257509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -6257513.500000 Penalty: 3505.562256
	Iteration 60F: 3 clusters Score -6257514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -6257511.500000 Penalty: 3505.562256
	Iteration 61Q: 3 clusters Score -6257512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6257513.000000 Penalty: 3505.562256
	Iteration 62Q: 3 clusters Score -6257513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -6257511.500000 Penalty: 3505.562256
	Iteration 63Q: 3 clusters Score -6257512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -6257517.000000 Penalty: 3505.562256
	Iteration 64Q: 3 clusters Score -6257517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -6257515.500000 Penalty: 3505.562256
	Iteration 65Q: 3 clusters Score -6257516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -6257514.000000 Penalty: 3505.562256
	Iteration 66Q: 3 clusters Score -6257514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -6257511.000000 Penalty: 3505.562256
	Iteration 67Q: 3 clusters Score -6257511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -6257517.000000 Penalty: 3505.562256
	Iteration 68Q: 3 clusters Score -6257517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6257517.500000 Penalty: 3505.562256
	Iteration 69Q: 3 clusters Score -6257518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6257517.500000 Penalty: 3505.562256
	Iteration 70F: 3 clusters Score -6257518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58510 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 77839 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84379 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 7261 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57151 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793236.000000 Penalty: 59499.636719
Iteration 199Q: 29 clusters Score -5.979324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58507 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 77850 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 6315 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84379 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16941 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57146 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5953 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793196.000000 Penalty: 59499.636719
Iteration 200F: 29 clusters Score -5.97932e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58502 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21188 members 
Mstep: Class 8 contains 77864 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 6318 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84381 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16940 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57143 members 
Mstep: Class 19 contains 17745 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5949 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793224.000000 Penalty: 59499.636719
Iteration 201Q: 29 clusters Score -5.979322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58499 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21189 members 
Mstep: Class 8 contains 77876 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84383 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16936 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57141 members 
Mstep: Class 19 contains 17745 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5946 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793220.000000 Penalty: 59499.636719
Iteration 202Q: 29 clusters Score -5.979322e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58497 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 77885 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84383 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16934 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57139 members 
Mstep: Class 19 contains 17745 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793240.000000 Penalty: 59499.636719
Iteration 203Q: 29 clusters Score -5.979324e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58491 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 77896 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84386 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16932 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57136 members 
Mstep: Class 19 contains 17745 members 
Mstep: Class 20 contains 3798 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5939 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793168.000000 Penalty: 59499.636719
Iteration 204Q: 29 clusters Score -5.979317e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58489 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 77903 members 
Mstep: Class 9 contains 13271 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84391 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16930 members 
Mstep: Class 16 contains 7257 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57130 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3799 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30920 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5930 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793168.000000 Penalty: 59499.636719
Iteration 205Q: 29 clusters Score -5.979317e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58486 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 77906 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 84393 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16927 members 
Mstep: Class 16 contains 7256 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57125 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3800 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30919 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5922 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793160.000000 Penalty: 59499.636719
Iteration 206Q: 29 clusters Score -5.979316e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58480 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 77911 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 84396 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 7258 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57123 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3801 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30916 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5910 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793156.000000 Penalty: 59499.636719
Iteration 207Q: 29 clusters Score -5.979316e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58478 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21192 members 
Mstep: Class 8 contains 77914 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 84399 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57117 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 3802 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30918 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5904 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793116.000000 Penalty: 59499.636719
Iteration 208Q: 29 clusters Score -5.979312e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58476 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 77918 members 
Mstep: Class 9 contains 13273 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 84401 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16917 members 
Mstep: Class 16 contains 7259 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57110 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30919 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793196.000000 Penalty: 59499.636719
Iteration 209Q: 29 clusters Score -5.97932e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58471 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 77923 members 
Mstep: Class 9 contains 13272 members 
Mstep: Class 10 contains 6349 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 84399 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16912 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57107 members 
Mstep: Class 19 contains 17748 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30920 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5903 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793260.000000 Penalty: 59499.636719
Iteration 210Q: 29 clusters Score -5.979326e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58471 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 77928 members 
Mstep: Class 9 contains 13270 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 7354 members 
Mstep: Class 12 contains 84397 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16906 members 
Mstep: Class 16 contains 7260 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57102 members 
Mstep: Class 19 contains 17748 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30919 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5907 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793212.000000 Penalty: 59499.636719
Iteration 211Q: 29 clusters Score -5.979321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58468 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 77938 members 
Mstep: Class 9 contains 13269 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 84397 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 7262 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57094 members 
Mstep: Class 19 contains 17748 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30920 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5902 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793212.000000 Penalty: 59499.636719
Iteration 212Q: 29 clusters Score -5.979321e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58461 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 77950 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 84396 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16897 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57087 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5893 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793196.000000 Penalty: 59499.636719
Iteration 213Q: 29 clusters Score -5.97932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58457 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 77961 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 7353 members 
Mstep: Class 12 contains 84401 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16892 members 
Mstep: Class 16 contains 7263 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57081 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5888 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793224.000000 Penalty: 59499.636719
Iteration 214Q: 29 clusters Score -5.979322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58453 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 77969 members 
Mstep: Class 9 contains 13268 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84401 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 7264 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57079 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5888 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793212.000000 Penalty: 59499.636719
Iteration 215Q: 29 clusters Score -5.979321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58455 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 77971 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84400 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16883 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57079 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5888 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793192.000000 Penalty: 59499.636719
Iteration 216Q: 29 clusters Score -5.979319e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58456 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21197 members 
Mstep: Class 8 contains 77977 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84401 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16882 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57077 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793208.000000 Penalty: 59499.636719
Iteration 217Q: 29 clusters Score -5.979321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58456 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 77983 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84401 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57075 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793192.000000 Penalty: 59499.636719
Iteration 218Q: 29 clusters Score -5.979319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58455 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 77992 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84400 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57071 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793212.000000 Penalty: 59499.636719
Iteration 219Q: 29 clusters Score -5.979321e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58455 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 77997 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84397 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57070 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7084 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793176.000000 Penalty: 59499.636719
Iteration 220F: 29 clusters Score -5.979318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58455 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 78004 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84395 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57068 members 
Mstep: Class 19 contains 17751 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793216.000000 Penalty: 59499.636719
Iteration 221Q: 29 clusters Score -5.979322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58453 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21196 members 
Mstep: Class 8 contains 78013 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84393 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57066 members 
Mstep: Class 19 contains 17752 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7083 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793204.000000 Penalty: 59499.636719
Iteration 222Q: 29 clusters Score -5.97932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58454 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21195 members 
Mstep: Class 8 contains 78015 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84392 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57061 members 
Mstep: Class 19 contains 17752 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30926 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793176.000000 Penalty: 59499.636719
Iteration 223Q: 29 clusters Score -5.979318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58454 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 78019 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84389 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57058 members 
Mstep: Class 19 contains 17753 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793168.000000 Penalty: 59499.636719
Iteration 224Q: 29 clusters Score -5.979317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58455 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 78022 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84388 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57053 members 
Mstep: Class 19 contains 17754 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30925 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793200.000000 Penalty: 59499.636719
Iteration 225Q: 29 clusters Score -5.97932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58453 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 78027 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84388 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57050 members 
Mstep: Class 19 contains 17756 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7082 members 
Mstep: Class 23 contains 30922 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793164.000000 Penalty: 59499.636719
Iteration 226Q: 29 clusters Score -5.979316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58451 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 78030 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84388 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16879 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57047 members 
Mstep: Class 19 contains 17758 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30921 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793176.000000 Penalty: 59499.636719
Iteration 227Q: 29 clusters Score -5.979318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58450 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21191 members 
Mstep: Class 8 contains 78035 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84387 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16878 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57045 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 30922 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5889 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793204.000000 Penalty: 59499.636719
Iteration 228Q: 29 clusters Score -5.97932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58449 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78036 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16877 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57044 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 30924 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793224.000000 Penalty: 59499.636719
Iteration 229Q: 29 clusters Score -5.979322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58448 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78038 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84384 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57044 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 30924 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793220.000000 Penalty: 59499.636719
Iteration 230Q: 29 clusters Score -5.979322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78041 members 
Mstep: Class 9 contains 13267 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16875 members 
Mstep: Class 16 contains 7266 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57044 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 30924 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793232.000000 Penalty: 59499.636719
Iteration 231Q: 29 clusters Score -5.979323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78042 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57044 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793212.000000 Penalty: 59499.636719
Iteration 232Q: 29 clusters Score -5.979321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78043 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57043 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793220.000000 Penalty: 59499.636719
Iteration 233Q: 29 clusters Score -5.979322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78043 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57043 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793220.000000 Penalty: 59499.636719
Iteration 234F: 29 clusters Score -5.979322e+07 nChanged 0
Entering ConstructFrom: 
Score: -59793220.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (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: -51844.796875 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -51844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50919.414062 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -50919.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51122.359375 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -51122.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51281.734375 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -51281.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51399.609375 Penalty: 2016.481323
	Iteration 3F: 3 clusters Score -51399.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -51478.140625 Penalty: 2016.481323
	Iteration 4F: 3 clusters Score -51478.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -51517.613281 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -51517.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -51541.363281 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -51541.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -51560.199219 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -51560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -51576.988281 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -51576.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51578.269531 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -51578.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51590.035156 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -51590.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -51591.199219 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -51591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -51595.285156 Penalty: 2016.481323
	Iteration 12Q: 3 clusters Score -51595.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -51595.285156 Penalty: 2016.481323
	Iteration 13F: 3 clusters Score -51595.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -12613.538086 Penalty: 847.427063
	Iteration 0F: 2 clusters Score -12613.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12128.386719 Penalty: 1694.854126
	Iteration 0F: 3 clusters Score -12128.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12335.194336 Penalty: 1694.854126
	Iteration 1F: 3 clusters Score -12335.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12415.186523 Penalty: 1694.854126
	Iteration 2Q: 3 clusters Score -12415.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12434.109375 Penalty: 1694.854126
	Iteration 3Q: 3 clusters Score -12434.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12495.388672 Penalty: 1694.854126
	Iteration 4Q: 3 clusters Score -12495.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12505.506836 Penalty: 1694.854126
	Iteration 5Q: 3 clusters Score -12505.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12505.506836 Penalty: 1694.854126
	Iteration 6F: 3 clusters Score -12505.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Entering Unmasked Estep 
Score: -7629327.500000 Penalty: 1783.574219
	Iteration 0F: 2 clusters Score -7629328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -7590410.000000 Penalty: 3567.148438
	Iteration 0F: 3 clusters Score -7590410 nChanged 27701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -7605962.000000 Penalty: 3567.148438
	Iteration 1F: 3 clusters Score -7605962 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -7606545.000000 Penalty: 3567.148438
	Iteration 2Q: 3 clusters Score -7606545 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -7607535.500000 Penalty: 3567.148438
	Iteration 3Q: 3 clusters Score -7607536 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -7609320.000000 Penalty: 3567.148438
	Iteration 4F: 3 clusters Score -7609320 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -7612445.000000 Penalty: 3567.148438
	Iteration 5F: 3 clusters Score -7612445 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -7617176.000000 Penalty: 3567.148438
	Iteration 6F: 3 clusters Score -7617176 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -7622358.000000 Penalty: 3567.148438
	Iteration 7F: 3 clusters Score -7622358 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -7625690.000000 Penalty: 3567.148438
	Iteration 8F: 3 clusters Score -7625690 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7627029.500000 Penalty: 3567.148438
	Iteration 9Q: 3 clusters Score -7627030 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 58086 members 
Entering Unmasked Estep 
Score: -7627465.500000 Penalty: 3567.148438
	Iteration 10Q: 3 clusters Score -7627466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7627607.500000 Penalty: 3567.148438
	Iteration 11Q: 3 clusters Score -7627608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -7627670.000000 Penalty: 3567.148438
	Iteration 12Q: 3 clusters Score -7627670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -7627701.500000 Penalty: 3567.148438
	Iteration 13Q: 3 clusters Score -7627702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -7627725.000000 Penalty: 3567.148438
	Iteration 14Q: 3 clusters Score -7627725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7627735.500000 Penalty: 3567.148438
	Iteration 15Q: 3 clusters Score -7627736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7627738.500000 Penalty: 3567.148438
	Iteration 16Q: 3 clusters Score -7627738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7627736.500000 Penalty: 3567.148438
	Iteration 17Q: 3 clusters Score -7627736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7627736.500000 Penalty: 3567.148438
	Iteration 18Q: 3 clusters Score -7627736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7627737.000000 Penalty: 3567.148438
	Iteration 19Q: 3 clusters Score -7627737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -7627739.500000 Penalty: 3567.148438
	Iteration 20F: 3 clusters Score -7627740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7627743.500000 Penalty: 3567.148438
	Iteration 21Q: 3 clusters Score -7627744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -7627743.000000 Penalty: 3567.148438
	Iteration 22Q: 3 clusters Score -7627743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7627743.000000 Penalty: 3567.148438
	Iteration 23Q: 3 clusters Score -7627743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -7627743.000000 Penalty: 3567.148438
	Iteration 24F: 3 clusters Score -7627743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -304069.750000 Penalty: 1275.894897
	Iteration 0F: 2 clusters Score -304069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -301641.125000 Penalty: 2551.789795
	Iteration 0F: 3 clusters Score -301641.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -302201.531250 Penalty: 2551.789795
	Iteration 1F: 3 clusters Score -302201.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -302348.406250 Penalty: 2551.789795
	Iteration 2F: 3 clusters Score -302348.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -302502.468750 Penalty: 2551.789795
	Iteration 3F: 3 clusters Score -302502.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -302636.187500 Penalty: 2551.789795
	Iteration 4F: 3 clusters Score -302636.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -302735.375000 Penalty: 2551.789795
	Iteration 5Q: 3 clusters Score -302735.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -302799.718750 Penalty: 2551.789795
	Iteration 6Q: 3 clusters Score -302799.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -302844.843750 Penalty: 2551.789795
	Iteration 7Q: 3 clusters Score -302844.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -302879.906250 Penalty: 2551.789795
	Iteration 8Q: 3 clusters Score -302879.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -302917.093750 Penalty: 2551.789795
	Iteration 9Q: 3 clusters Score -302917.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -302940.937500 Penalty: 2551.789795
	Iteration 10Q: 3 clusters Score -302940.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -302964.437500 Penalty: 2551.789795
	Iteration 11Q: 3 clusters Score -302964.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -302990.968750 Penalty: 2551.789795
	Iteration 12Q: 3 clusters Score -302991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -303019.500000 Penalty: 2551.789795
	Iteration 13Q: 3 clusters Score -303019.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -303039.968750 Penalty: 2551.789795
	Iteration 14Q: 3 clusters Score -303040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -303064.531250 Penalty: 2551.789795
	Iteration 15Q: 3 clusters Score -303064.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -303095.625000 Penalty: 2551.789795
	Iteration 16Q: 3 clusters Score -303095.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -303126.843750 Penalty: 2551.789795
	Iteration 17Q: 3 clusters Score -303126.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -303156.750000 Penalty: 2551.789795
	Iteration 18Q: 3 clusters Score -303156.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -303190.843750 Penalty: 2551.789795
	Iteration 19Q: 3 clusters Score -303190.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -303228.781250 Penalty: 2551.789795
	Iteration 20F: 3 clusters Score -303228.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -303269.656250 Penalty: 2551.789795
	Iteration 21Q: 3 clusters Score -303269.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -303307.906250 Penalty: 2551.789795
	Iteration 22Q: 3 clusters Score -303307.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -303337.593750 Penalty: 2551.789795
	Iteration 23Q: 3 clusters Score -303337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -303361.093750 Penalty: 2551.789795
	Iteration 24Q: 3 clusters Score -303361.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -303387.625000 Penalty: 2551.789795
	Iteration 25Q: 3 clusters Score -303387.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -303415.625000 Penalty: 2551.789795
	Iteration 26Q: 3 clusters Score -303415.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -303455.343750 Penalty: 2551.789795
	Iteration 27Q: 3 clusters Score -303455.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -303497.187500 Penalty: 2551.789795
	Iteration 28Q: 3 clusters Score -303497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -303519.468750 Penalty: 2551.789795
	Iteration 29Q: 3 clusters Score -303519.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -303538.531250 Penalty: 2551.789795
	Iteration 30Q: 3 clusters Score -303538.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -303555.593750 Penalty: 2551.789795
	Iteration 31Q: 3 clusters Score -303555.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -303573.531250 Penalty: 2551.789795
	Iteration 32Q: 3 clusters Score -303573.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -303584.000000 Penalty: 2551.789795
	Iteration 33Q: 3 clusters Score -303584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -303593.781250 Penalty: 2551.789795
	Iteration 34Q: 3 clusters Score -303593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -303604.843750 Penalty: 2551.789795
	Iteration 35Q: 3 clusters Score -303604.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -303614.250000 Penalty: 2551.789795
	Iteration 36Q: 3 clusters Score -303614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -303633.218750 Penalty: 2551.789795
	Iteration 37Q: 3 clusters Score -303633.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -303652.062500 Penalty: 2551.789795
	Iteration 38Q: 3 clusters Score -303652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -303660.375000 Penalty: 2551.789795
	Iteration 39Q: 3 clusters Score -303660.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -303671.125000 Penalty: 2551.789795
	Iteration 40F: 3 clusters Score -303671.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -303685.156250 Penalty: 2551.789795
	Iteration 41Q: 3 clusters Score -303685.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -303693.875000 Penalty: 2551.789795
	Iteration 42Q: 3 clusters Score -303693.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -303708.093750 Penalty: 2551.789795
	Iteration 43Q: 3 clusters Score -303708.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -303729.062500 Penalty: 2551.789795
	Iteration 44Q: 3 clusters Score -303729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -303742.718750 Penalty: 2551.789795
	Iteration 45Q: 3 clusters Score -303742.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -303761.062500 Penalty: 2551.789795
	Iteration 46Q: 3 clusters Score -303761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -303786.687500 Penalty: 2551.789795
	Iteration 47Q: 3 clusters Score -303786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -303795.750000 Penalty: 2551.789795
	Iteration 48Q: 3 clusters Score -303795.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -303803.125000 Penalty: 2551.789795
	Iteration 49Q: 3 clusters Score -303803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -303805.031250 Penalty: 2551.789795
	Iteration 50Q: 3 clusters Score -303805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -303807.375000 Penalty: 2551.789795
	Iteration 51Q: 3 clusters Score -303807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -303809.718750 Penalty: 2551.789795
	Iteration 52Q: 3 clusters Score -303809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -303811.406250 Penalty: 2551.789795
	Iteration 53Q: 3 clusters Score -303811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -303811.406250 Penalty: 2551.789795
	Iteration 54F: 3 clusters Score -303811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -89068.843750 Penalty: 1067.995972
	Iteration 0F: 2 clusters Score -89068.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -87827.984375 Penalty: 2135.991943
	Iteration 0F: 3 clusters Score -87827.98 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88001.820312 Penalty: 2135.991943
	Iteration 1F: 3 clusters Score -88001.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88047.648438 Penalty: 2135.991943
	Iteration 2F: 3 clusters Score -88047.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88080.289062 Penalty: 2135.991943
	Iteration 3Q: 3 clusters Score -88080.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88123.531250 Penalty: 2135.991943
	Iteration 4Q: 3 clusters Score -88123.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88130.984375 Penalty: 2135.991943
	Iteration 5Q: 3 clusters Score -88130.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88137.085938 Penalty: 2135.991943
	Iteration 6Q: 3 clusters Score -88137.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88142.218750 Penalty: 2135.991943
	Iteration 7Q: 3 clusters Score -88142.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88147.328125 Penalty: 2135.991943
	Iteration 8Q: 3 clusters Score -88147.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88151.070312 Penalty: 2135.991943
	Iteration 9Q: 3 clusters Score -88151.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88153.406250 Penalty: 2135.991943
	Iteration 10Q: 3 clusters Score -88153.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88155.132812 Penalty: 2135.991943
	Iteration 11Q: 3 clusters Score -88155.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -88156.039062 Penalty: 2135.991943
	Iteration 12Q: 3 clusters Score -88156.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -88157.875000 Penalty: 2135.991943
	Iteration 13Q: 3 clusters Score -88157.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88160.156250 Penalty: 2135.991943
	Iteration 14Q: 3 clusters Score -88160.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88160.796875 Penalty: 2135.991943
	Iteration 15Q: 3 clusters Score -88160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88160.796875 Penalty: 2135.991943
	Iteration 16F: 3 clusters Score -88160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -397934.031250 Penalty: 1318.674927
	Iteration 0F: 2 clusters Score -397934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -395079.062500 Penalty: 2637.349854
	Iteration 0F: 3 clusters Score -395079.1 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -396000.718750 Penalty: 2637.349854
	Iteration 1F: 3 clusters Score -396000.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -396309.750000 Penalty: 2637.349854
	Iteration 2F: 3 clusters Score -396309.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -396538.031250 Penalty: 2637.349854
	Iteration 3F: 3 clusters Score -396538 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -396691.312500 Penalty: 2637.349854
	Iteration 4F: 3 clusters Score -396691.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -396795.218750 Penalty: 2637.349854
	Iteration 5Q: 3 clusters Score -396795.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -396867.812500 Penalty: 2637.349854
	Iteration 6Q: 3 clusters Score -396867.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -396920.375000 Penalty: 2637.349854
	Iteration 7Q: 3 clusters Score -396920.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -396958.593750 Penalty: 2637.349854
	Iteration 8Q: 3 clusters Score -396958.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -396978.906250 Penalty: 2637.349854
	Iteration 9Q: 3 clusters Score -396978.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -396988.937500 Penalty: 2637.349854
	Iteration 10Q: 3 clusters Score -396988.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -396998.281250 Penalty: 2637.349854
	Iteration 11Q: 3 clusters Score -396998.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -397004.968750 Penalty: 2637.349854
	Iteration 12Q: 3 clusters Score -397005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -397008.062500 Penalty: 2637.349854
	Iteration 13Q: 3 clusters Score -397008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -397011.687500 Penalty: 2637.349854
	Iteration 14Q: 3 clusters Score -397011.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -397013.375000 Penalty: 2637.349854
	Iteration 15Q: 3 clusters Score -397013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -397016.937500 Penalty: 2637.349854
	Iteration 16Q: 3 clusters Score -397016.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -397018.218750 Penalty: 2637.349854
	Iteration 17Q: 3 clusters Score -397018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -397019.812500 Penalty: 2637.349854
	Iteration 18Q: 3 clusters Score -397019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -397022.718750 Penalty: 2637.349854
	Iteration 19Q: 3 clusters Score -397022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -397023.062500 Penalty: 2637.349854
	Iteration 20F: 3 clusters Score -397023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -397025.875000 Penalty: 2637.349854
	Iteration 21Q: 3 clusters Score -397025.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -397028.343750 Penalty: 2637.349854
	Iteration 22Q: 3 clusters Score -397028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -397031.218750 Penalty: 2637.349854
	Iteration 23Q: 3 clusters Score -397031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -397031.593750 Penalty: 2637.349854
	Iteration 24Q: 3 clusters Score -397031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -397031.250000 Penalty: 2637.349854
	Iteration 25Q: 3 clusters Score -397031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -397031.250000 Penalty: 2637.349854
	Iteration 26F: 3 clusters Score -397031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Entering Unmasked Estep 
Score: -2616631.250000 Penalty: 1618.708740
	Iteration 0F: 2 clusters Score -2616631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2602262.500000 Penalty: 3237.417480
	Iteration 0F: 3 clusters Score -2602262 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2607604.000000 Penalty: 3237.417480
	Iteration 1F: 3 clusters Score -2607604 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2608035.750000 Penalty: 3237.417480
	Iteration 2F: 3 clusters Score -2608036 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2608414.000000 Penalty: 3237.417480
	Iteration 3Q: 3 clusters Score -2608414 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -2608798.000000 Penalty: 3237.417480
	Iteration 4Q: 3 clusters Score -2608798 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2609227.250000 Penalty: 3237.417480
	Iteration 5Q: 3 clusters Score -2609227 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2609750.250000 Penalty: 3237.417480
	Iteration 6Q: 3 clusters Score -2609750 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2610401.500000 Penalty: 3237.417480
	Iteration 7F: 3 clusters Score -2610402 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2611200.250000 Penalty: 3237.417480
	Iteration 8F: 3 clusters Score -2611200 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2612114.500000 Penalty: 3237.417480
	Iteration 9F: 3 clusters Score -2612114 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2613025.000000 Penalty: 3237.417480
	Iteration 10Q: 3 clusters Score -2613025 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2613778.750000 Penalty: 3237.417480
	Iteration 11Q: 3 clusters Score -2613779 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2614325.500000 Penalty: 3237.417480
	Iteration 12Q: 3 clusters Score -2614326 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2614654.250000 Penalty: 3237.417480
	Iteration 13Q: 3 clusters Score -2614654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2614864.000000 Penalty: 3237.417480
	Iteration 14Q: 3 clusters Score -2614864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2615000.500000 Penalty: 3237.417480
	Iteration 15Q: 3 clusters Score -2615000 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2615084.250000 Penalty: 3237.417480
	Iteration 16Q: 3 clusters Score -2615084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2615129.250000 Penalty: 3237.417480
	Iteration 17Q: 3 clusters Score -2615129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2615159.000000 Penalty: 3237.417480
	Iteration 18Q: 3 clusters Score -2615159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2615181.750000 Penalty: 3237.417480
	Iteration 19Q: 3 clusters Score -2615182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2615201.500000 Penalty: 3237.417480
	Iteration 20F: 3 clusters Score -2615202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2615208.250000 Penalty: 3237.417480
	Iteration 21Q: 3 clusters Score -2615208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2615227.000000 Penalty: 3237.417480
	Iteration 22Q: 3 clusters Score -2615227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2615229.500000 Penalty: 3237.417480
	Iteration 23Q: 3 clusters Score -2615230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2615233.750000 Penalty: 3237.417480
	Iteration 24Q: 3 clusters Score -2615234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2615236.500000 Penalty: 3237.417480
	Iteration 25Q: 3 clusters Score -2615236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2615237.750000 Penalty: 3237.417480
	Iteration 26Q: 3 clusters Score -2615238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2615247.500000 Penalty: 3237.417480
	Iteration 27Q: 3 clusters Score -2615248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2615249.250000 Penalty: 3237.417480
	Iteration 28Q: 3 clusters Score -2615249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2615258.500000 Penalty: 3237.417480
	Iteration 29Q: 3 clusters Score -2615258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2615266.250000 Penalty: 3237.417480
	Iteration 30Q: 3 clusters Score -2615266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2615267.250000 Penalty: 3237.417480
	Iteration 31Q: 3 clusters Score -2615267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2615267.750000 Penalty: 3237.417480
	Iteration 32Q: 3 clusters Score -2615268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2615276.500000 Penalty: 3237.417480
	Iteration 33Q: 3 clusters Score -2615276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2615278.500000 Penalty: 3237.417480
	Iteration 34Q: 3 clusters Score -2615278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2615282.500000 Penalty: 3237.417480
	Iteration 35Q: 3 clusters Score -2615282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2615285.250000 Penalty: 3237.417480
	Iteration 36Q: 3 clusters Score -2615285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2615287.750000 Penalty: 3237.417480
	Iteration 37Q: 3 clusters Score -2615288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2615288.000000 Penalty: 3237.417480
	Iteration 38Q: 3 clusters Score -2615288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2615287.500000 Penalty: 3237.417480
	Iteration 39Q: 3 clusters Score -2615288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2615287.500000 Penalty: 3237.417480
	Iteration 40F: 3 clusters Score -2615288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (78043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Entering Unmasked Estep 
Score: -10065429.000000 Penalty: 1830.565063
	Iteration 0F: 2 clusters Score -1.006543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -10013561.000000 Penalty: 3661.130127
	Iteration 0F: 3 clusters Score -1.001356e+07 nChanged 37052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -10034534.000000 Penalty: 3661.130127
	Iteration 1F: 3 clusters Score -1.003453e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -10035162.000000 Penalty: 3661.130127
	Iteration 2Q: 3 clusters Score -1.003516e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -10036092.000000 Penalty: 3661.130127
	Iteration 3Q: 3 clusters Score -1.003609e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -10037567.000000 Penalty: 3661.130127
	Iteration 4Q: 3 clusters Score -1.003757e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -10040092.000000 Penalty: 3661.130127
	Iteration 5F: 3 clusters Score -1.004009e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -10044061.000000 Penalty: 3661.130127
	Iteration 6F: 3 clusters Score -1.004406e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 61699 members 
Entering Unmasked Estep 
Score: -10048978.000000 Penalty: 3661.130127
	Iteration 7F: 3 clusters Score -1.004898e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -10054315.000000 Penalty: 3661.130127
	Iteration 8F: 3 clusters Score -1.005432e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -10058877.000000 Penalty: 3661.130127
	Iteration 9F: 3 clusters Score -1.005888e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 75616 members 
Entering Unmasked Estep 
Score: -10061693.000000 Penalty: 3661.130127
	Iteration 10Q: 3 clusters Score -1.006169e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -10062944.000000 Penalty: 3661.130127
	Iteration 11Q: 3 clusters Score -1.006294e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -10063416.000000 Penalty: 3661.130127
	Iteration 12Q: 3 clusters Score -1.006342e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -10063603.000000 Penalty: 3661.130127
	Iteration 13Q: 3 clusters Score -1.00636e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -10063692.000000 Penalty: 3661.130127
	Iteration 14Q: 3 clusters Score -1.006369e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 77802 members 
Entering Unmasked Estep 
Score: -10063739.000000 Penalty: 3661.130127
	Iteration 15Q: 3 clusters Score -1.006374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -10063767.000000 Penalty: 3661.130127
	Iteration 16Q: 3 clusters Score -1.006377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -10063791.000000 Penalty: 3661.130127
	Iteration 17Q: 3 clusters Score -1.006379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 77827 members 
Entering Unmasked Estep 
Score: -10063799.000000 Penalty: 3661.130127
	Iteration 18Q: 3 clusters Score -1.00638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -10063805.000000 Penalty: 3661.130127
	Iteration 19Q: 3 clusters Score -1.00638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 77825 members 
Entering Unmasked Estep 
Score: -10063808.000000 Penalty: 3661.130127
	Iteration 20F: 3 clusters Score -1.006381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -10063807.000000 Penalty: 3661.130127
	Iteration 21Q: 3 clusters Score -1.006381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 77822 members 
Entering Unmasked Estep 
Score: -10063814.000000 Penalty: 3661.130127
	Iteration 22Q: 3 clusters Score -1.006381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -10063815.000000 Penalty: 3661.130127
	Iteration 23Q: 3 clusters Score -1.006382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -10063815.000000 Penalty: 3661.130127
	Iteration 24F: 3 clusters Score -1.006382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Entering Unmasked Estep 
Score: -1670419.750000 Penalty: 1542.605957
	Iteration 0F: 2 clusters Score -1670420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1661350.875000 Penalty: 3085.211914
	Iteration 0F: 3 clusters Score -1661351 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1664639.500000 Penalty: 3085.211914
	Iteration 1F: 3 clusters Score -1664640 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1665197.500000 Penalty: 3085.211914
	Iteration 2F: 3 clusters Score -1665198 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1665793.625000 Penalty: 3085.211914
	Iteration 3F: 3 clusters Score -1665794 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1666359.875000 Penalty: 3085.211914
	Iteration 4F: 3 clusters Score -1666360 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1666838.500000 Penalty: 3085.211914
	Iteration 5F: 3 clusters Score -1666838 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1667218.125000 Penalty: 3085.211914
	Iteration 6F: 3 clusters Score -1667218 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1667535.250000 Penalty: 3085.211914
	Iteration 7Q: 3 clusters Score -1667535 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1667784.750000 Penalty: 3085.211914
	Iteration 8Q: 3 clusters Score -1667785 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1667967.000000 Penalty: 3085.211914
	Iteration 9Q: 3 clusters Score -1667967 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1668086.625000 Penalty: 3085.211914
	Iteration 10Q: 3 clusters Score -1668087 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1668180.000000 Penalty: 3085.211914
	Iteration 11Q: 3 clusters Score -1668180 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1668242.125000 Penalty: 3085.211914
	Iteration 12Q: 3 clusters Score -1668242 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1668310.125000 Penalty: 3085.211914
	Iteration 13Q: 3 clusters Score -1668310 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1668375.000000 Penalty: 3085.211914
	Iteration 14Q: 3 clusters Score -1668375 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1668432.250000 Penalty: 3085.211914
	Iteration 15Q: 3 clusters Score -1668432 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1668491.375000 Penalty: 3085.211914
	Iteration 16Q: 3 clusters Score -1668491 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1668563.750000 Penalty: 3085.211914
	Iteration 17Q: 3 clusters Score -1668564 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1668631.875000 Penalty: 3085.211914
	Iteration 18Q: 3 clusters Score -1668632 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1668693.375000 Penalty: 3085.211914
	Iteration 19Q: 3 clusters Score -1668693 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1668742.625000 Penalty: 3085.211914
	Iteration 20F: 3 clusters Score -1668743 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1668803.000000 Penalty: 3085.211914
	Iteration 21Q: 3 clusters Score -1668803 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1668848.750000 Penalty: 3085.211914
	Iteration 22Q: 3 clusters Score -1668849 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1668891.250000 Penalty: 3085.211914
	Iteration 23Q: 3 clusters Score -1668891 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1668937.000000 Penalty: 3085.211914
	Iteration 24Q: 3 clusters Score -1668937 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1668994.750000 Penalty: 3085.211914
	Iteration 25Q: 3 clusters Score -1668995 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1669068.750000 Penalty: 3085.211914
	Iteration 26Q: 3 clusters Score -1669069 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1669141.750000 Penalty: 3085.211914
	Iteration 27Q: 3 clusters Score -1669142 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1669193.625000 Penalty: 3085.211914
	Iteration 28Q: 3 clusters Score -1669194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1669249.250000 Penalty: 3085.211914
	Iteration 29Q: 3 clusters Score -1669249 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1669300.000000 Penalty: 3085.211914
	Iteration 30Q: 3 clusters Score -1669300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1669345.625000 Penalty: 3085.211914
	Iteration 31Q: 3 clusters Score -1669346 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1669377.125000 Penalty: 3085.211914
	Iteration 32Q: 3 clusters Score -1669377 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1669400.500000 Penalty: 3085.211914
	Iteration 33Q: 3 clusters Score -1669400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1669429.250000 Penalty: 3085.211914
	Iteration 34Q: 3 clusters Score -1669429 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1669462.000000 Penalty: 3085.211914
	Iteration 35Q: 3 clusters Score -1669462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1669483.625000 Penalty: 3085.211914
	Iteration 36Q: 3 clusters Score -1669484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1669497.375000 Penalty: 3085.211914
	Iteration 37Q: 3 clusters Score -1669497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1669517.500000 Penalty: 3085.211914
	Iteration 38Q: 3 clusters Score -1669518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1669528.750000 Penalty: 3085.211914
	Iteration 39Q: 3 clusters Score -1669529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1669541.750000 Penalty: 3085.211914
	Iteration 40F: 3 clusters Score -1669542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1669555.625000 Penalty: 3085.211914
	Iteration 41Q: 3 clusters Score -1669556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1669566.500000 Penalty: 3085.211914
	Iteration 42Q: 3 clusters Score -1669566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1669576.875000 Penalty: 3085.211914
	Iteration 43Q: 3 clusters Score -1669577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1669580.625000 Penalty: 3085.211914
	Iteration 44Q: 3 clusters Score -1669581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1669585.375000 Penalty: 3085.211914
	Iteration 45Q: 3 clusters Score -1669585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1669590.625000 Penalty: 3085.211914
	Iteration 46Q: 3 clusters Score -1669591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1669595.375000 Penalty: 3085.211914
	Iteration 47Q: 3 clusters Score -1669595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1669601.500000 Penalty: 3085.211914
	Iteration 48Q: 3 clusters Score -1669602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1669604.625000 Penalty: 3085.211914
	Iteration 49Q: 3 clusters Score -1669605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1669607.125000 Penalty: 3085.211914
	Iteration 50Q: 3 clusters Score -1669607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1669607.125000 Penalty: 3085.211914
	Iteration 51F: 3 clusters Score -1669607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -801685.500000 Penalty: 1423.318604
	Iteration 0F: 2 clusters Score -801685.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -796842.375000 Penalty: 2846.637207
	Iteration 0F: 3 clusters Score -796842.4 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -798197.875000 Penalty: 2846.637207
	Iteration 1F: 3 clusters Score -798197.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -798368.875000 Penalty: 2846.637207
	Iteration 2F: 3 clusters Score -798368.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -798518.875000 Penalty: 2846.637207
	Iteration 3Q: 3 clusters Score -798518.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -798638.625000 Penalty: 2846.637207
	Iteration 4Q: 3 clusters Score -798638.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -798759.437500 Penalty: 2846.637207
	Iteration 5Q: 3 clusters Score -798759.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -798875.750000 Penalty: 2846.637207
	Iteration 6Q: 3 clusters Score -798875.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -799003.375000 Penalty: 2846.637207
	Iteration 7Q: 3 clusters Score -799003.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -799146.250000 Penalty: 2846.637207
	Iteration 8Q: 3 clusters Score -799146.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -799282.437500 Penalty: 2846.637207
	Iteration 9Q: 3 clusters Score -799282.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -799401.312500 Penalty: 2846.637207
	Iteration 10Q: 3 clusters Score -799401.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -799523.750000 Penalty: 2846.637207
	Iteration 11Q: 3 clusters Score -799523.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -799629.375000 Penalty: 2846.637207
	Iteration 12Q: 3 clusters Score -799629.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -799745.625000 Penalty: 2846.637207
	Iteration 13Q: 3 clusters Score -799745.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -799867.000000 Penalty: 2846.637207
	Iteration 14Q: 3 clusters Score -799867 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -799961.187500 Penalty: 2846.637207
	Iteration 15Q: 3 clusters Score -799961.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -800027.062500 Penalty: 2846.637207
	Iteration 16Q: 3 clusters Score -800027.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -800096.062500 Penalty: 2846.637207
	Iteration 17Q: 3 clusters Score -800096.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -800156.000000 Penalty: 2846.637207
	Iteration 18Q: 3 clusters Score -800156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -800209.187500 Penalty: 2846.637207
	Iteration 19Q: 3 clusters Score -800209.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -800248.000000 Penalty: 2846.637207
	Iteration 20F: 3 clusters Score -800248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -800288.812500 Penalty: 2846.637207
	Iteration 21Q: 3 clusters Score -800288.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -800318.062500 Penalty: 2846.637207
	Iteration 22Q: 3 clusters Score -800318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -800343.812500 Penalty: 2846.637207
	Iteration 23Q: 3 clusters Score -800343.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -800369.750000 Penalty: 2846.637207
	Iteration 24Q: 3 clusters Score -800369.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -800395.625000 Penalty: 2846.637207
	Iteration 25Q: 3 clusters Score -800395.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -800413.687500 Penalty: 2846.637207
	Iteration 26Q: 3 clusters Score -800413.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -800431.687500 Penalty: 2846.637207
	Iteration 27Q: 3 clusters Score -800431.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -800447.437500 Penalty: 2846.637207
	Iteration 28Q: 3 clusters Score -800447.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -800457.250000 Penalty: 2846.637207
	Iteration 29Q: 3 clusters Score -800457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -800463.625000 Penalty: 2846.637207
	Iteration 30Q: 3 clusters Score -800463.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -800471.250000 Penalty: 2846.637207
	Iteration 31Q: 3 clusters Score -800471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -800477.937500 Penalty: 2846.637207
	Iteration 32Q: 3 clusters Score -800477.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -800483.500000 Penalty: 2846.637207
	Iteration 33Q: 3 clusters Score -800483.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -800490.625000 Penalty: 2846.637207
	Iteration 34Q: 3 clusters Score -800490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -800503.125000 Penalty: 2846.637207
	Iteration 35Q: 3 clusters Score -800503.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -800510.687500 Penalty: 2846.637207
	Iteration 36Q: 3 clusters Score -800510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -800513.937500 Penalty: 2846.637207
	Iteration 37Q: 3 clusters Score -800513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -800517.125000 Penalty: 2846.637207
	Iteration 38Q: 3 clusters Score -800517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -800521.000000 Penalty: 2846.637207
	Iteration 39Q: 3 clusters Score -800521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -800526.125000 Penalty: 2846.637207
	Iteration 40F: 3 clusters Score -800526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -800526.687500 Penalty: 2846.637207
	Iteration 41Q: 3 clusters Score -800526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -800528.562500 Penalty: 2846.637207
	Iteration 42Q: 3 clusters Score -800528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -800531.125000 Penalty: 2846.637207
	Iteration 43Q: 3 clusters Score -800531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -800531.875000 Penalty: 2846.637207
	Iteration 44Q: 3 clusters Score -800531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -800533.375000 Penalty: 2846.637207
	Iteration 45Q: 3 clusters Score -800533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -800534.187500 Penalty: 2846.637207
	Iteration 46Q: 3 clusters Score -800534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -800535.250000 Penalty: 2846.637207
	Iteration 47Q: 3 clusters Score -800535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -800536.312500 Penalty: 2846.637207
	Iteration 48Q: 3 clusters Score -800536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -800537.375000 Penalty: 2846.637207
	Iteration 49Q: 3 clusters Score -800537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -800538.375000 Penalty: 2846.637207
	Iteration 50Q: 3 clusters Score -800538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -800538.625000 Penalty: 2846.637207
	Iteration 51Q: 3 clusters Score -800538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -800538.562500 Penalty: 2846.637207
	Iteration 52Q: 3 clusters Score -800538.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -800538.562500 Penalty: 2846.637207
	Iteration 53F: 3 clusters Score -800538.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Entering Unmasked Estep 
Score: -922182.562500 Penalty: 1446.671143
	Iteration 0F: 2 clusters Score -922182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -916668.812500 Penalty: 2893.342285
	Iteration 0F: 3 clusters Score -916668.8 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -918488.062500 Penalty: 2893.342285
	Iteration 1F: 3 clusters Score -918488.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -918785.687500 Penalty: 2893.342285
	Iteration 2F: 3 clusters Score -918785.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -918981.062500 Penalty: 2893.342285
	Iteration 3F: 3 clusters Score -918981.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -919137.875000 Penalty: 2893.342285
	Iteration 4Q: 3 clusters Score -919137.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -919283.250000 Penalty: 2893.342285
	Iteration 5Q: 3 clusters Score -919283.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -919434.562500 Penalty: 2893.342285
	Iteration 6Q: 3 clusters Score -919434.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -919596.062500 Penalty: 2893.342285
	Iteration 7Q: 3 clusters Score -919596.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -919783.500000 Penalty: 2893.342285
	Iteration 8Q: 3 clusters Score -919783.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -920053.687500 Penalty: 2893.342285
	Iteration 9Q: 3 clusters Score -920053.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -920357.625000 Penalty: 2893.342285
	Iteration 10Q: 3 clusters Score -920357.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -920709.187500 Penalty: 2893.342285
	Iteration 11Q: 3 clusters Score -920709.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -920998.562500 Penalty: 2893.342285
	Iteration 12Q: 3 clusters Score -920998.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -921166.187500 Penalty: 2893.342285
	Iteration 13Q: 3 clusters Score -921166.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -921243.375000 Penalty: 2893.342285
	Iteration 14Q: 3 clusters Score -921243.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -921287.375000 Penalty: 2893.342285
	Iteration 15Q: 3 clusters Score -921287.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -921310.750000 Penalty: 2893.342285
	Iteration 16Q: 3 clusters Score -921310.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -921322.187500 Penalty: 2893.342285
	Iteration 17Q: 3 clusters Score -921322.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -921327.312500 Penalty: 2893.342285
	Iteration 18Q: 3 clusters Score -921327.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -921331.625000 Penalty: 2893.342285
	Iteration 19Q: 3 clusters Score -921331.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -921335.000000 Penalty: 2893.342285
	Iteration 20F: 3 clusters Score -921335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -921336.687500 Penalty: 2893.342285
	Iteration 21Q: 3 clusters Score -921336.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -921339.125000 Penalty: 2893.342285
	Iteration 22Q: 3 clusters Score -921339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -921341.000000 Penalty: 2893.342285
	Iteration 23Q: 3 clusters Score -921341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -921342.000000 Penalty: 2893.342285
	Iteration 24Q: 3 clusters Score -921342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -921340.187500 Penalty: 2893.342285
	Iteration 25Q: 3 clusters Score -921340.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -921343.437500 Penalty: 2893.342285
	Iteration 26Q: 3 clusters Score -921343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -921339.875000 Penalty: 2893.342285
	Iteration 27Q: 3 clusters Score -921339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -921344.500000 Penalty: 2893.342285
	Iteration 28Q: 3 clusters Score -921344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -921344.125000 Penalty: 2893.342285
	Iteration 29Q: 3 clusters Score -921344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -921344.562500 Penalty: 2893.342285
	Iteration 30Q: 3 clusters Score -921344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -921345.625000 Penalty: 2893.342285
	Iteration 31Q: 3 clusters Score -921345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -921344.750000 Penalty: 2893.342285
	Iteration 32Q: 3 clusters Score -921344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -921344.125000 Penalty: 2893.342285
	Iteration 33Q: 3 clusters Score -921344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -921347.687500 Penalty: 2893.342285
	Iteration 34Q: 3 clusters Score -921347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -921344.937500 Penalty: 2893.342285
	Iteration 35Q: 3 clusters Score -921344.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -921345.500000 Penalty: 2893.342285
	Iteration 36Q: 3 clusters Score -921345.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -921345.750000 Penalty: 2893.342285
	Iteration 37Q: 3 clusters Score -921345.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -921345.750000 Penalty: 2893.342285
	Iteration 38F: 3 clusters Score -921345.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Entering Unmasked Estep 
Score: -10816816.000000 Penalty: 1843.261108
	Iteration 0F: 2 clusters Score -1.081682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -10760622.000000 Penalty: 3686.522217
	Iteration 0F: 3 clusters Score -1.076062e+07 nChanged 40393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -10783772.000000 Penalty: 3686.522217
	Iteration 1F: 3 clusters Score -1.078377e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -10784489.000000 Penalty: 3686.522217
	Iteration 2Q: 3 clusters Score -1.078449e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -10785389.000000 Penalty: 3686.522217
	Iteration 3Q: 3 clusters Score -1.078539e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -10786501.000000 Penalty: 3686.522217
	Iteration 4Q: 3 clusters Score -1.07865e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -10788275.000000 Penalty: 3686.522217
	Iteration 5Q: 3 clusters Score -1.078828e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -10790877.000000 Penalty: 3686.522217
	Iteration 6F: 3 clusters Score -1.079088e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 59471 members 
Entering Unmasked Estep 
Score: -10794985.000000 Penalty: 3686.522217
	Iteration 7F: 3 clusters Score -1.079498e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -10799783.000000 Penalty: 3686.522217
	Iteration 8F: 3 clusters Score -1.079978e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -10804501.000000 Penalty: 3686.522217
	Iteration 9F: 3 clusters Score -1.08045e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -10807980.000000 Penalty: 3686.522217
	Iteration 10F: 3 clusters Score -1.080798e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -10810396.000000 Penalty: 3686.522217
	Iteration 11Q: 3 clusters Score -1.08104e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -10812185.000000 Penalty: 3686.522217
	Iteration 12Q: 3 clusters Score -1.081218e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -10813288.000000 Penalty: 3686.522217
	Iteration 13Q: 3 clusters Score -1.081329e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -10813993.000000 Penalty: 3686.522217
	Iteration 14Q: 3 clusters Score -1.081399e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 83038 members 
Entering Unmasked Estep 
Score: -10814434.000000 Penalty: 3686.522217
	Iteration 15Q: 3 clusters Score -1.081443e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -10814778.000000 Penalty: 3686.522217
	Iteration 16Q: 3 clusters Score -1.081478e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -10814966.000000 Penalty: 3686.522217
	Iteration 17Q: 3 clusters Score -1.081497e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10815061.000000 Penalty: 3686.522217
	Iteration 18Q: 3 clusters Score -1.081506e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -10815107.000000 Penalty: 3686.522217
	Iteration 19Q: 3 clusters Score -1.081511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -10815129.000000 Penalty: 3686.522217
	Iteration 20F: 3 clusters Score -1.081513e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 83955 members 
Entering Unmasked Estep 
Score: -10815143.000000 Penalty: 3686.522217
	Iteration 21Q: 3 clusters Score -1.081514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -10815151.000000 Penalty: 3686.522217
	Iteration 22Q: 3 clusters Score -1.081515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 83989 members 
Entering Unmasked Estep 
Score: -10815181.000000 Penalty: 3686.522217
	Iteration 23Q: 3 clusters Score -1.081518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -10815176.000000 Penalty: 3686.522217
	Iteration 24Q: 3 clusters Score -1.081518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -10815189.000000 Penalty: 3686.522217
	Iteration 25Q: 3 clusters Score -1.081519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -10815189.000000 Penalty: 3686.522217
	Iteration 26Q: 3 clusters Score -1.081519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -10815186.000000 Penalty: 3686.522217
	Iteration 27Q: 3 clusters Score -1.081519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -10815187.000000 Penalty: 3686.522217
	Iteration 28Q: 3 clusters Score -1.081519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -10815187.000000 Penalty: 3686.522217
	Iteration 29F: 3 clusters Score -1.081519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -254259.937500 Penalty: 1243.307007
	Iteration 0F: 2 clusters Score -254259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -252086.125000 Penalty: 2486.614014
	Iteration 0F: 3 clusters Score -252086.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -252561.328125 Penalty: 2486.614014
	Iteration 1F: 3 clusters Score -252561.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -252678.406250 Penalty: 2486.614014
	Iteration 2F: 3 clusters Score -252678.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -252740.281250 Penalty: 2486.614014
	Iteration 3Q: 3 clusters Score -252740.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -252792.296875 Penalty: 2486.614014
	Iteration 4Q: 3 clusters Score -252792.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -252832.500000 Penalty: 2486.614014
	Iteration 5Q: 3 clusters Score -252832.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -252859.312500 Penalty: 2486.614014
	Iteration 6Q: 3 clusters Score -252859.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -252880.875000 Penalty: 2486.614014
	Iteration 7Q: 3 clusters Score -252880.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -252903.109375 Penalty: 2486.614014
	Iteration 8Q: 3 clusters Score -252903.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -252919.343750 Penalty: 2486.614014
	Iteration 9Q: 3 clusters Score -252919.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -252932.546875 Penalty: 2486.614014
	Iteration 10Q: 3 clusters Score -252932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -252942.984375 Penalty: 2486.614014
	Iteration 11Q: 3 clusters Score -252943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -252949.515625 Penalty: 2486.614014
	Iteration 12Q: 3 clusters Score -252949.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -252957.828125 Penalty: 2486.614014
	Iteration 13Q: 3 clusters Score -252957.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -252964.171875 Penalty: 2486.614014
	Iteration 14Q: 3 clusters Score -252964.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -252972.562500 Penalty: 2486.614014
	Iteration 15Q: 3 clusters Score -252972.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -252979.828125 Penalty: 2486.614014
	Iteration 16Q: 3 clusters Score -252979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -252986.250000 Penalty: 2486.614014
	Iteration 17Q: 3 clusters Score -252986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -252990.421875 Penalty: 2486.614014
	Iteration 18Q: 3 clusters Score -252990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -252994.281250 Penalty: 2486.614014
	Iteration 19Q: 3 clusters Score -252994.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -252999.468750 Penalty: 2486.614014
	Iteration 20F: 3 clusters Score -252999.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -253003.312500 Penalty: 2486.614014
	Iteration 21Q: 3 clusters Score -253003.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -253007.734375 Penalty: 2486.614014
	Iteration 22Q: 3 clusters Score -253007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -253010.359375 Penalty: 2486.614014
	Iteration 23Q: 3 clusters Score -253010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -253012.734375 Penalty: 2486.614014
	Iteration 24Q: 3 clusters Score -253012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -253015.703125 Penalty: 2486.614014
	Iteration 25Q: 3 clusters Score -253015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -253018.796875 Penalty: 2486.614014
	Iteration 26Q: 3 clusters Score -253018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -253023.218750 Penalty: 2486.614014
	Iteration 27Q: 3 clusters Score -253023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -253029.437500 Penalty: 2486.614014
	Iteration 28Q: 3 clusters Score -253029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -253036.437500 Penalty: 2486.614014
	Iteration 29Q: 3 clusters Score -253036.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -253041.453125 Penalty: 2486.614014
	Iteration 30Q: 3 clusters Score -253041.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -253047.484375 Penalty: 2486.614014
	Iteration 31Q: 3 clusters Score -253047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -253052.312500 Penalty: 2486.614014
	Iteration 32Q: 3 clusters Score -253052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -253057.921875 Penalty: 2486.614014
	Iteration 33Q: 3 clusters Score -253057.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -253062.875000 Penalty: 2486.614014
	Iteration 34Q: 3 clusters Score -253062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -253069.437500 Penalty: 2486.614014
	Iteration 35Q: 3 clusters Score -253069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -253076.578125 Penalty: 2486.614014
	Iteration 36Q: 3 clusters Score -253076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -253091.578125 Penalty: 2486.614014
	Iteration 37Q: 3 clusters Score -253091.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -253104.406250 Penalty: 2486.614014
	Iteration 38Q: 3 clusters Score -253104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -253111.265625 Penalty: 2486.614014
	Iteration 39Q: 3 clusters Score -253111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -253116.812500 Penalty: 2486.614014
	Iteration 40F: 3 clusters Score -253116.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -253122.593750 Penalty: 2486.614014
	Iteration 41Q: 3 clusters Score -253122.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -253127.343750 Penalty: 2486.614014
	Iteration 42Q: 3 clusters Score -253127.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -253131.046875 Penalty: 2486.614014
	Iteration 43Q: 3 clusters Score -253131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -253134.078125 Penalty: 2486.614014
	Iteration 44Q: 3 clusters Score -253134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -253138.062500 Penalty: 2486.614014
	Iteration 45Q: 3 clusters Score -253138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -253141.078125 Penalty: 2486.614014
	Iteration 46Q: 3 clusters Score -253141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -253142.578125 Penalty: 2486.614014
	Iteration 47Q: 3 clusters Score -253142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -253144.890625 Penalty: 2486.614014
	Iteration 48Q: 3 clusters Score -253144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -253146.359375 Penalty: 2486.614014
	Iteration 49Q: 3 clusters Score -253146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -253146.640625 Penalty: 2486.614014
	Iteration 50Q: 3 clusters Score -253146.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -253147.078125 Penalty: 2486.614014
	Iteration 51Q: 3 clusters Score -253147.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -253147.078125 Penalty: 2486.614014
	Iteration 52F: 3 clusters Score -253147.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29135.253906 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29135.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28335.111328 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28335.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28461.423828 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28461.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28470.060547 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28470.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28472.087891 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28472.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28481.410156 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -28481.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28489.919922 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -28489.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28492.863281 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -28492.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28492.863281 Penalty: 1782.559082
	Iteration 7F: 3 clusters Score -28492.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Entering Unmasked Estep 
Score: -2104485.000000 Penalty: 1581.698486
	Iteration 0F: 2 clusters Score -2104485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2092807.125000 Penalty: 3163.396973
	Iteration 0F: 3 clusters Score -2092807 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2097126.125000 Penalty: 3163.396973
	Iteration 1F: 3 clusters Score -2097126 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2097580.250000 Penalty: 3163.396973
	Iteration 2F: 3 clusters Score -2097580 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2098088.500000 Penalty: 3163.396973
	Iteration 3F: 3 clusters Score -2098088 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2098641.250000 Penalty: 3163.396973
	Iteration 4F: 3 clusters Score -2098641 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2099136.750000 Penalty: 3163.396973
	Iteration 5F: 3 clusters Score -2099137 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2099643.750000 Penalty: 3163.396973
	Iteration 6F: 3 clusters Score -2099644 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2100150.750000 Penalty: 3163.396973
	Iteration 7Q: 3 clusters Score -2100151 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2100579.250000 Penalty: 3163.396973
	Iteration 8Q: 3 clusters Score -2100579 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2100923.000000 Penalty: 3163.396973
	Iteration 9Q: 3 clusters Score -2100923 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2101179.500000 Penalty: 3163.396973
	Iteration 10Q: 3 clusters Score -2101180 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2101379.000000 Penalty: 3163.396973
	Iteration 11Q: 3 clusters Score -2101379 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2101564.750000 Penalty: 3163.396973
	Iteration 12Q: 3 clusters Score -2101565 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2101731.250000 Penalty: 3163.396973
	Iteration 13Q: 3 clusters Score -2101731 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2101894.250000 Penalty: 3163.396973
	Iteration 14Q: 3 clusters Score -2101894 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2102064.750000 Penalty: 3163.396973
	Iteration 15Q: 3 clusters Score -2102065 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2102218.000000 Penalty: 3163.396973
	Iteration 16Q: 3 clusters Score -2102218 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -2102345.250000 Penalty: 3163.396973
	Iteration 17Q: 3 clusters Score -2102345 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2102464.000000 Penalty: 3163.396973
	Iteration 18Q: 3 clusters Score -2102464 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2102574.750000 Penalty: 3163.396973
	Iteration 19Q: 3 clusters Score -2102575 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2102668.500000 Penalty: 3163.396973
	Iteration 20F: 3 clusters Score -2102668 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2102750.750000 Penalty: 3163.396973
	Iteration 21Q: 3 clusters Score -2102751 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2102824.250000 Penalty: 3163.396973
	Iteration 22Q: 3 clusters Score -2102824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2102885.000000 Penalty: 3163.396973
	Iteration 23Q: 3 clusters Score -2102885 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2102931.500000 Penalty: 3163.396973
	Iteration 24Q: 3 clusters Score -2102932 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2102958.750000 Penalty: 3163.396973
	Iteration 25Q: 3 clusters Score -2102959 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2102979.250000 Penalty: 3163.396973
	Iteration 26Q: 3 clusters Score -2102979 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2103003.500000 Penalty: 3163.396973
	Iteration 27Q: 3 clusters Score -2103004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2103018.750000 Penalty: 3163.396973
	Iteration 28Q: 3 clusters Score -2103019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2103037.000000 Penalty: 3163.396973
	Iteration 29Q: 3 clusters Score -2103037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2103062.000000 Penalty: 3163.396973
	Iteration 30Q: 3 clusters Score -2103062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2103065.000000 Penalty: 3163.396973
	Iteration 31Q: 3 clusters Score -2103065 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2103085.250000 Penalty: 3163.396973
	Iteration 32Q: 3 clusters Score -2103085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2103092.000000 Penalty: 3163.396973
	Iteration 33Q: 3 clusters Score -2103092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2103099.500000 Penalty: 3163.396973
	Iteration 34Q: 3 clusters Score -2103100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2103101.500000 Penalty: 3163.396973
	Iteration 35Q: 3 clusters Score -2103102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2103110.000000 Penalty: 3163.396973
	Iteration 36Q: 3 clusters Score -2103110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2103114.250000 Penalty: 3163.396973
	Iteration 37Q: 3 clusters Score -2103114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2103117.000000 Penalty: 3163.396973
	Iteration 38Q: 3 clusters Score -2103117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2103125.500000 Penalty: 3163.396973
	Iteration 39Q: 3 clusters Score -2103126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2103135.500000 Penalty: 3163.396973
	Iteration 40F: 3 clusters Score -2103136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2103144.250000 Penalty: 3163.396973
	Iteration 41Q: 3 clusters Score -2103144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2103145.750000 Penalty: 3163.396973
	Iteration 42Q: 3 clusters Score -2103146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -2103154.000000 Penalty: 3163.396973
	Iteration 43Q: 3 clusters Score -2103154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2103160.250000 Penalty: 3163.396973
	Iteration 44Q: 3 clusters Score -2103160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2103164.000000 Penalty: 3163.396973
	Iteration 45Q: 3 clusters Score -2103164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2103174.000000 Penalty: 3163.396973
	Iteration 46Q: 3 clusters Score -2103174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2103186.000000 Penalty: 3163.396973
	Iteration 47Q: 3 clusters Score -2103186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2103186.750000 Penalty: 3163.396973
	Iteration 48Q: 3 clusters Score -2103187 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2103191.000000 Penalty: 3163.396973
	Iteration 49Q: 3 clusters Score -2103191 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2103193.750000 Penalty: 3163.396973
	Iteration 50Q: 3 clusters Score -2103194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2103193.750000 Penalty: 3163.396973
	Iteration 51Q: 3 clusters Score -2103194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2103196.500000 Penalty: 3163.396973
	Iteration 52Q: 3 clusters Score -2103196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2103203.750000 Penalty: 3163.396973
	Iteration 53Q: 3 clusters Score -2103204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2103212.750000 Penalty: 3163.396973
	Iteration 54Q: 3 clusters Score -2103213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2103211.250000 Penalty: 3163.396973
	Iteration 55Q: 3 clusters Score -2103211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2103218.500000 Penalty: 3163.396973
	Iteration 56Q: 3 clusters Score -2103218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2103215.000000 Penalty: 3163.396973
	Iteration 57Q: 3 clusters Score -2103215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2103219.750000 Penalty: 3163.396973
	Iteration 58Q: 3 clusters Score -2103220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2103221.500000 Penalty: 3163.396973
	Iteration 59Q: 3 clusters Score -2103222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2103224.000000 Penalty: 3163.396973
	Iteration 60F: 3 clusters Score -2103224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2103226.500000 Penalty: 3163.396973
	Iteration 61Q: 3 clusters Score -2103226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2103227.250000 Penalty: 3163.396973
	Iteration 62Q: 3 clusters Score -2103227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2103231.250000 Penalty: 3163.396973
	Iteration 63Q: 3 clusters Score -2103231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2103243.500000 Penalty: 3163.396973
	Iteration 64Q: 3 clusters Score -2103244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2103251.250000 Penalty: 3163.396973
	Iteration 65Q: 3 clusters Score -2103251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2103253.500000 Penalty: 3163.396973
	Iteration 66Q: 3 clusters Score -2103254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2103263.500000 Penalty: 3163.396973
	Iteration 67Q: 3 clusters Score -2103264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2103269.750000 Penalty: 3163.396973
	Iteration 68Q: 3 clusters Score -2103270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2103272.250000 Penalty: 3163.396973
	Iteration 69Q: 3 clusters Score -2103272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2103274.250000 Penalty: 3163.396973
	Iteration 70Q: 3 clusters Score -2103274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2103278.750000 Penalty: 3163.396973
	Iteration 71Q: 3 clusters Score -2103279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -2103282.750000 Penalty: 3163.396973
	Iteration 72Q: 3 clusters Score -2103283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2103284.750000 Penalty: 3163.396973
	Iteration 73Q: 3 clusters Score -2103285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2103291.000000 Penalty: 3163.396973
	Iteration 74Q: 3 clusters Score -2103291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2103290.000000 Penalty: 3163.396973
	Iteration 75Q: 3 clusters Score -2103290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2103300.000000 Penalty: 3163.396973
	Iteration 76Q: 3 clusters Score -2103300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2103303.000000 Penalty: 3163.396973
	Iteration 77Q: 3 clusters Score -2103303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2103309.500000 Penalty: 3163.396973
	Iteration 78Q: 3 clusters Score -2103310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2103310.750000 Penalty: 3163.396973
	Iteration 79Q: 3 clusters Score -2103311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2103320.000000 Penalty: 3163.396973
	Iteration 80F: 3 clusters Score -2103320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2103320.250000 Penalty: 3163.396973
	Iteration 81Q: 3 clusters Score -2103320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2103324.500000 Penalty: 3163.396973
	Iteration 82Q: 3 clusters Score -2103324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2103326.250000 Penalty: 3163.396973
	Iteration 83Q: 3 clusters Score -2103326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2103329.250000 Penalty: 3163.396973
	Iteration 84Q: 3 clusters Score -2103329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2103329.250000 Penalty: 3163.396973
	Iteration 85Q: 3 clusters Score -2103329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2103330.750000 Penalty: 3163.396973
	Iteration 86Q: 3 clusters Score -2103331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2103334.250000 Penalty: 3163.396973
	Iteration 87Q: 3 clusters Score -2103334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2103332.500000 Penalty: 3163.396973
	Iteration 88Q: 3 clusters Score -2103332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2103332.000000 Penalty: 3163.396973
	Iteration 89Q: 3 clusters Score -2103332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2103336.250000 Penalty: 3163.396973
	Iteration 90Q: 3 clusters Score -2103336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2103337.750000 Penalty: 3163.396973
	Iteration 91Q: 3 clusters Score -2103338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2103337.750000 Penalty: 3163.396973
	Iteration 92Q: 3 clusters Score -2103338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2103337.500000 Penalty: 3163.396973
	Iteration 93Q: 3 clusters Score -2103338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2103336.500000 Penalty: 3163.396973
	Iteration 94Q: 3 clusters Score -2103336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2103340.000000 Penalty: 3163.396973
	Iteration 95Q: 3 clusters Score -2103340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2103340.500000 Penalty: 3163.396973
	Iteration 96Q: 3 clusters Score -2103340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2103339.500000 Penalty: 3163.396973
	Iteration 97Q: 3 clusters Score -2103340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2103343.000000 Penalty: 3163.396973
	Iteration 98Q: 3 clusters Score -2103343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2103343.000000 Penalty: 3163.396973
	Iteration 99Q: 3 clusters Score -2103343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2103343.250000 Penalty: 3163.396973
	Iteration 100F: 3 clusters Score -2103343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2103345.500000 Penalty: 3163.396973
	Iteration 101Q: 3 clusters Score -2103346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2103346.750000 Penalty: 3163.396973
	Iteration 102Q: 3 clusters Score -2103347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2103346.750000 Penalty: 3163.396973
	Iteration 103F: 3 clusters Score -2103347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Entering Unmasked Estep 
Score: -853974.812500 Penalty: 1444.803589
	Iteration 0F: 2 clusters Score -853974.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -848525.562500 Penalty: 2889.607178
	Iteration 0F: 3 clusters Score -848525.6 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -850211.375000 Penalty: 2889.607178
	Iteration 1F: 3 clusters Score -850211.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -850404.312500 Penalty: 2889.607178
	Iteration 2F: 3 clusters Score -850404.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -850578.062500 Penalty: 2889.607178
	Iteration 3Q: 3 clusters Score -850578.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -850772.187500 Penalty: 2889.607178
	Iteration 4Q: 3 clusters Score -850772.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -850970.437500 Penalty: 2889.607178
	Iteration 5F: 3 clusters Score -850970.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -851162.687500 Penalty: 2889.607178
	Iteration 6Q: 3 clusters Score -851162.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -851326.187500 Penalty: 2889.607178
	Iteration 7Q: 3 clusters Score -851326.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -851495.000000 Penalty: 2889.607178
	Iteration 8Q: 3 clusters Score -851495 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -851641.437500 Penalty: 2889.607178
	Iteration 9Q: 3 clusters Score -851641.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -851764.625000 Penalty: 2889.607178
	Iteration 10Q: 3 clusters Score -851764.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -851869.437500 Penalty: 2889.607178
	Iteration 11Q: 3 clusters Score -851869.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -851963.625000 Penalty: 2889.607178
	Iteration 12Q: 3 clusters Score -851963.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -852037.375000 Penalty: 2889.607178
	Iteration 13Q: 3 clusters Score -852037.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -852093.687500 Penalty: 2889.607178
	Iteration 14Q: 3 clusters Score -852093.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -852146.562500 Penalty: 2889.607178
	Iteration 15Q: 3 clusters Score -852146.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -852211.750000 Penalty: 2889.607178
	Iteration 16Q: 3 clusters Score -852211.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -852274.187500 Penalty: 2889.607178
	Iteration 17Q: 3 clusters Score -852274.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -852328.187500 Penalty: 2889.607178
	Iteration 18Q: 3 clusters Score -852328.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -852371.500000 Penalty: 2889.607178
	Iteration 19Q: 3 clusters Score -852371.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -852423.375000 Penalty: 2889.607178
	Iteration 20F: 3 clusters Score -852423.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -852481.000000 Penalty: 2889.607178
	Iteration 21Q: 3 clusters Score -852481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -852539.312500 Penalty: 2889.607178
	Iteration 22Q: 3 clusters Score -852539.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -852596.312500 Penalty: 2889.607178
	Iteration 23Q: 3 clusters Score -852596.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -852667.500000 Penalty: 2889.607178
	Iteration 24Q: 3 clusters Score -852667.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -852727.500000 Penalty: 2889.607178
	Iteration 25Q: 3 clusters Score -852727.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -852779.000000 Penalty: 2889.607178
	Iteration 26Q: 3 clusters Score -852779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -852822.312500 Penalty: 2889.607178
	Iteration 27Q: 3 clusters Score -852822.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -852869.625000 Penalty: 2889.607178
	Iteration 28Q: 3 clusters Score -852869.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -852906.187500 Penalty: 2889.607178
	Iteration 29Q: 3 clusters Score -852906.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -852933.937500 Penalty: 2889.607178
	Iteration 30Q: 3 clusters Score -852933.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -852958.437500 Penalty: 2889.607178
	Iteration 31Q: 3 clusters Score -852958.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -852973.187500 Penalty: 2889.607178
	Iteration 32Q: 3 clusters Score -852973.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -852985.562500 Penalty: 2889.607178
	Iteration 33Q: 3 clusters Score -852985.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -852994.062500 Penalty: 2889.607178
	Iteration 34Q: 3 clusters Score -852994.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -853004.687500 Penalty: 2889.607178
	Iteration 35Q: 3 clusters Score -853004.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -853013.937500 Penalty: 2889.607178
	Iteration 36Q: 3 clusters Score -853013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -853019.625000 Penalty: 2889.607178
	Iteration 37Q: 3 clusters Score -853019.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -853024.625000 Penalty: 2889.607178
	Iteration 38Q: 3 clusters Score -853024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -853029.312500 Penalty: 2889.607178
	Iteration 39Q: 3 clusters Score -853029.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -853030.937500 Penalty: 2889.607178
	Iteration 40F: 3 clusters Score -853030.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -853031.750000 Penalty: 2889.607178
	Iteration 41Q: 3 clusters Score -853031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -853037.187500 Penalty: 2889.607178
	Iteration 42Q: 3 clusters Score -853037.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -853037.625000 Penalty: 2889.607178
	Iteration 43Q: 3 clusters Score -853037.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -853039.437500 Penalty: 2889.607178
	Iteration 44Q: 3 clusters Score -853039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -853039.312500 Penalty: 2889.607178
	Iteration 45Q: 3 clusters Score -853039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -853039.937500 Penalty: 2889.607178
	Iteration 46Q: 3 clusters Score -853039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -853039.937500 Penalty: 2889.607178
	Iteration 47F: 3 clusters Score -853039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -29781.513672 Penalty: 922.472534
	Iteration 0F: 2 clusters Score -29781.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28983.697266 Penalty: 1844.945068
	Iteration 0F: 3 clusters Score -28983.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29122.255859 Penalty: 1844.945068
	Iteration 1F: 3 clusters Score -29122.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29259.669922 Penalty: 1844.945068
	Iteration 2F: 3 clusters Score -29259.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29441.531250 Penalty: 1844.945068
	Iteration 3F: 3 clusters Score -29441.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29618.937500 Penalty: 1844.945068
	Iteration 4F: 3 clusters Score -29618.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29817.125000 Penalty: 1844.945068
	Iteration 5F: 3 clusters Score -29817.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29890.195312 Penalty: 1844.945068
	Iteration 6Q: 3 clusters Score -29890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30015.332031 Penalty: 1844.945068
	Iteration 7Q: 3 clusters Score -30015.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30085.808594 Penalty: 1844.945068
	Iteration 8Q: 3 clusters Score -30085.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30154.886719 Penalty: 1844.945068
	Iteration 9Q: 3 clusters Score -30154.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30184.703125 Penalty: 1844.945068
	Iteration 10Q: 3 clusters Score -30184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30184.703125 Penalty: 1844.945068
	Iteration 11F: 3 clusters Score -30184.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78043 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 113 members 
Mstep: Class 18 contains 57043 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Mstep: Class 29 contains 179 members 
Entering Unmasked Estep 
Score: -59792440.000000 Penalty: 61624.625000
Splitting cluster 17 changes total score from -59793220.000000 to -59792440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (57043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Entering Unmasked Estep 
Score: -7353273.500000 Penalty: 1779.628662
	Iteration 0F: 2 clusters Score -7353274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -7315351.000000 Penalty: 3559.257324
	Iteration 0F: 3 clusters Score -7315351 nChanged 26859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -7331011.000000 Penalty: 3559.257324
	Iteration 1F: 3 clusters Score -7331011 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -7331809.500000 Penalty: 3559.257324
	Iteration 2Q: 3 clusters Score -7331810 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -7333033.000000 Penalty: 3559.257324
	Iteration 3F: 3 clusters Score -7333033 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -7334833.500000 Penalty: 3559.257324
	Iteration 4F: 3 clusters Score -7334834 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -7337369.000000 Penalty: 3559.257324
	Iteration 5F: 3 clusters Score -7337369 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -7340664.500000 Penalty: 3559.257324
	Iteration 6F: 3 clusters Score -7340664 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -7344248.000000 Penalty: 3559.257324
	Iteration 7F: 3 clusters Score -7344248 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -7347337.000000 Penalty: 3559.257324
	Iteration 8F: 3 clusters Score -7347337 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -7349476.000000 Penalty: 3559.257324
	Iteration 9Q: 3 clusters Score -7349476 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7350660.000000 Penalty: 3559.257324
	Iteration 10Q: 3 clusters Score -7350660 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -7351215.500000 Penalty: 3559.257324
	Iteration 11Q: 3 clusters Score -7351216 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -7351462.000000 Penalty: 3559.257324
	Iteration 12Q: 3 clusters Score -7351462 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7351555.000000 Penalty: 3559.257324
	Iteration 13Q: 3 clusters Score -7351555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -7351623.500000 Penalty: 3559.257324
	Iteration 14Q: 3 clusters Score -7351624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -7351676.000000 Penalty: 3559.257324
	Iteration 15Q: 3 clusters Score -7351676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7351699.000000 Penalty: 3559.257324
	Iteration 16Q: 3 clusters Score -7351699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -7351702.000000 Penalty: 3559.257324
	Iteration 17Q: 3 clusters Score -7351702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -7351704.500000 Penalty: 3559.257324
	Iteration 18Q: 3 clusters Score -7351704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -7351706.500000 Penalty: 3559.257324
	Iteration 19Q: 3 clusters Score -7351706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7351713.000000 Penalty: 3559.257324
	Iteration 20F: 3 clusters Score -7351713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7351715.000000 Penalty: 3559.257324
	Iteration 21Q: 3 clusters Score -7351715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -7351715.000000 Penalty: 3559.257324
	Iteration 22F: 3 clusters Score -7351715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -2304063.500000 Penalty: 1590.005249
	Iteration 0F: 2 clusters Score -2304064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2291877.250000 Penalty: 3180.010498
	Iteration 0F: 3 clusters Score -2291877 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2296237.500000 Penalty: 3180.010498
	Iteration 1F: 3 clusters Score -2296238 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2296621.750000 Penalty: 3180.010498
	Iteration 2F: 3 clusters Score -2296622 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2297017.500000 Penalty: 3180.010498
	Iteration 3F: 3 clusters Score -2297018 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2297510.000000 Penalty: 3180.010498
	Iteration 4F: 3 clusters Score -2297510 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2298276.500000 Penalty: 3180.010498
	Iteration 5F: 3 clusters Score -2298276 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2299277.750000 Penalty: 3180.010498
	Iteration 6F: 3 clusters Score -2299278 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2300384.750000 Penalty: 3180.010498
	Iteration 7F: 3 clusters Score -2300385 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2301378.000000 Penalty: 3180.010498
	Iteration 8F: 3 clusters Score -2301378 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2301997.750000 Penalty: 3180.010498
	Iteration 9Q: 3 clusters Score -2301998 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2302306.000000 Penalty: 3180.010498
	Iteration 10Q: 3 clusters Score -2302306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2302476.250000 Penalty: 3180.010498
	Iteration 11Q: 3 clusters Score -2302476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2302532.500000 Penalty: 3180.010498
	Iteration 12Q: 3 clusters Score -2302532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2302559.500000 Penalty: 3180.010498
	Iteration 13Q: 3 clusters Score -2302560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2302582.500000 Penalty: 3180.010498
	Iteration 14Q: 3 clusters Score -2302582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2302599.000000 Penalty: 3180.010498
	Iteration 15Q: 3 clusters Score -2302599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2302613.250000 Penalty: 3180.010498
	Iteration 16Q: 3 clusters Score -2302613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2302622.750000 Penalty: 3180.010498
	Iteration 17Q: 3 clusters Score -2302623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2302634.750000 Penalty: 3180.010498
	Iteration 18Q: 3 clusters Score -2302635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -2302654.250000 Penalty: 3180.010498
	Iteration 19Q: 3 clusters Score -2302654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2302666.750000 Penalty: 3180.010498
	Iteration 20F: 3 clusters Score -2302667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2302672.000000 Penalty: 3180.010498
	Iteration 21Q: 3 clusters Score -2302672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2302672.000000 Penalty: 3180.010498
	Iteration 22F: 3 clusters Score -2302672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Entering Unmasked Estep 
Score: -473882.781250 Penalty: 1339.661499
	Iteration 0F: 2 clusters Score -473882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -470644.656250 Penalty: 2679.322998
	Iteration 0F: 3 clusters Score -470644.7 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -471483.281250 Penalty: 2679.322998
	Iteration 1F: 3 clusters Score -471483.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -471617.875000 Penalty: 2679.322998
	Iteration 2F: 3 clusters Score -471617.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -471701.781250 Penalty: 2679.322998
	Iteration 3Q: 3 clusters Score -471701.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -471750.000000 Penalty: 2679.322998
	Iteration 4Q: 3 clusters Score -471750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -471792.875000 Penalty: 2679.322998
	Iteration 5Q: 3 clusters Score -471792.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -471834.031250 Penalty: 2679.322998
	Iteration 6Q: 3 clusters Score -471834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -471875.343750 Penalty: 2679.322998
	Iteration 7Q: 3 clusters Score -471875.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -471912.656250 Penalty: 2679.322998
	Iteration 8Q: 3 clusters Score -471912.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -471938.937500 Penalty: 2679.322998
	Iteration 9Q: 3 clusters Score -471938.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -471966.718750 Penalty: 2679.322998
	Iteration 10Q: 3 clusters Score -471966.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -471989.093750 Penalty: 2679.322998
	Iteration 11Q: 3 clusters Score -471989.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -472014.375000 Penalty: 2679.322998
	Iteration 12Q: 3 clusters Score -472014.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -472038.843750 Penalty: 2679.322998
	Iteration 13Q: 3 clusters Score -472038.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -472058.531250 Penalty: 2679.322998
	Iteration 14Q: 3 clusters Score -472058.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -472075.250000 Penalty: 2679.322998
	Iteration 15Q: 3 clusters Score -472075.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -472087.312500 Penalty: 2679.322998
	Iteration 16Q: 3 clusters Score -472087.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -472099.687500 Penalty: 2679.322998
	Iteration 17Q: 3 clusters Score -472099.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -472111.312500 Penalty: 2679.322998
	Iteration 18Q: 3 clusters Score -472111.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -472126.812500 Penalty: 2679.322998
	Iteration 19Q: 3 clusters Score -472126.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -472142.656250 Penalty: 2679.322998
	Iteration 20F: 3 clusters Score -472142.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -472162.593750 Penalty: 2679.322998
	Iteration 21Q: 3 clusters Score -472162.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -472182.468750 Penalty: 2679.322998
	Iteration 22Q: 3 clusters Score -472182.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -472214.187500 Penalty: 2679.322998
	Iteration 23Q: 3 clusters Score -472214.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -472246.687500 Penalty: 2679.322998
	Iteration 24Q: 3 clusters Score -472246.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -472287.156250 Penalty: 2679.322998
	Iteration 25Q: 3 clusters Score -472287.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -472320.906250 Penalty: 2679.322998
	Iteration 26Q: 3 clusters Score -472320.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -472347.906250 Penalty: 2679.322998
	Iteration 27Q: 3 clusters Score -472347.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -472371.406250 Penalty: 2679.322998
	Iteration 28Q: 3 clusters Score -472371.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -472398.125000 Penalty: 2679.322998
	Iteration 29Q: 3 clusters Score -472398.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -472420.375000 Penalty: 2679.322998
	Iteration 30Q: 3 clusters Score -472420.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -472443.843750 Penalty: 2679.322998
	Iteration 31Q: 3 clusters Score -472443.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -472467.531250 Penalty: 2679.322998
	Iteration 32Q: 3 clusters Score -472467.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -472494.187500 Penalty: 2679.322998
	Iteration 33Q: 3 clusters Score -472494.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -472522.687500 Penalty: 2679.322998
	Iteration 34Q: 3 clusters Score -472522.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -472540.906250 Penalty: 2679.322998
	Iteration 35Q: 3 clusters Score -472540.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -472557.187500 Penalty: 2679.322998
	Iteration 36Q: 3 clusters Score -472557.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -472569.218750 Penalty: 2679.322998
	Iteration 37Q: 3 clusters Score -472569.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -472580.031250 Penalty: 2679.322998
	Iteration 38Q: 3 clusters Score -472580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -472591.875000 Penalty: 2679.322998
	Iteration 39Q: 3 clusters Score -472591.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -472602.125000 Penalty: 2679.322998
	Iteration 40F: 3 clusters Score -472602.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -472608.812500 Penalty: 2679.322998
	Iteration 41Q: 3 clusters Score -472608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -472611.093750 Penalty: 2679.322998
	Iteration 42Q: 3 clusters Score -472611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -472612.625000 Penalty: 2679.322998
	Iteration 43Q: 3 clusters Score -472612.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -472614.843750 Penalty: 2679.322998
	Iteration 44Q: 3 clusters Score -472614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -472616.312500 Penalty: 2679.322998
	Iteration 45Q: 3 clusters Score -472616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -472618.187500 Penalty: 2679.322998
	Iteration 46Q: 3 clusters Score -472618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -472621.000000 Penalty: 2679.322998
	Iteration 47Q: 3 clusters Score -472621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -472623.500000 Penalty: 2679.322998
	Iteration 48Q: 3 clusters Score -472623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -472625.218750 Penalty: 2679.322998
	Iteration 49Q: 3 clusters Score -472625.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -472627.406250 Penalty: 2679.322998
	Iteration 50Q: 3 clusters Score -472627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -472628.406250 Penalty: 2679.322998
	Iteration 51Q: 3 clusters Score -472628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -472628.625000 Penalty: 2679.322998
	Iteration 52Q: 3 clusters Score -472628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -472628.625000 Penalty: 2679.322998
	Iteration 53Q: 3 clusters Score -472628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -472629.718750 Penalty: 2679.322998
	Iteration 54Q: 3 clusters Score -472629.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -472629.531250 Penalty: 2679.322998
	Iteration 55Q: 3 clusters Score -472629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -472630.875000 Penalty: 2679.322998
	Iteration 56Q: 3 clusters Score -472630.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -472634.218750 Penalty: 2679.322998
	Iteration 57Q: 3 clusters Score -472634.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -472635.218750 Penalty: 2679.322998
	Iteration 58Q: 3 clusters Score -472635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -472635.875000 Penalty: 2679.322998
	Iteration 59Q: 3 clusters Score -472635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -472637.000000 Penalty: 2679.322998
	Iteration 60F: 3 clusters Score -472637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -472637.875000 Penalty: 2679.322998
	Iteration 61Q: 3 clusters Score -472637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -472641.375000 Penalty: 2679.322998
	Iteration 62Q: 3 clusters Score -472641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -472642.500000 Penalty: 2679.322998
	Iteration 63Q: 3 clusters Score -472642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -472647.187500 Penalty: 2679.322998
	Iteration 64Q: 3 clusters Score -472647.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -472650.937500 Penalty: 2679.322998
	Iteration 65Q: 3 clusters Score -472650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -472654.437500 Penalty: 2679.322998
	Iteration 66Q: 3 clusters Score -472654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -472657.093750 Penalty: 2679.322998
	Iteration 67Q: 3 clusters Score -472657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -472661.125000 Penalty: 2679.322998
	Iteration 68Q: 3 clusters Score -472661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -472665.437500 Penalty: 2679.322998
	Iteration 69Q: 3 clusters Score -472665.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -472668.500000 Penalty: 2679.322998
	Iteration 70Q: 3 clusters Score -472668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -472671.093750 Penalty: 2679.322998
	Iteration 71Q: 3 clusters Score -472671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -472673.781250 Penalty: 2679.322998
	Iteration 72Q: 3 clusters Score -472673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -472673.562500 Penalty: 2679.322998
	Iteration 73Q: 3 clusters Score -472673.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -472676.031250 Penalty: 2679.322998
	Iteration 74Q: 3 clusters Score -472676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -472678.468750 Penalty: 2679.322998
	Iteration 75Q: 3 clusters Score -472678.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -472679.125000 Penalty: 2679.322998
	Iteration 76Q: 3 clusters Score -472679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -472679.437500 Penalty: 2679.322998
	Iteration 77Q: 3 clusters Score -472679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -472679.437500 Penalty: 2679.322998
	Iteration 78F: 3 clusters Score -472679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -49352.281250 Penalty: 972.389648
	Iteration 0F: 2 clusters Score -49352.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48352.203125 Penalty: 1944.779297
	Iteration 0F: 3 clusters Score -48352.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48475.621094 Penalty: 1944.779297
	Iteration 1F: 3 clusters Score -48475.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -48506.378906 Penalty: 1944.779297
	Iteration 2Q: 3 clusters Score -48506.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48513.496094 Penalty: 1944.779297
	Iteration 3Q: 3 clusters Score -48513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48519.320312 Penalty: 1944.779297
	Iteration 4Q: 3 clusters Score -48519.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48536.730469 Penalty: 1944.779297
	Iteration 5Q: 3 clusters Score -48536.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48542.363281 Penalty: 1944.779297
	Iteration 6Q: 3 clusters Score -48542.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48551.851562 Penalty: 1944.779297
	Iteration 7Q: 3 clusters Score -48551.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48551.851562 Penalty: 1944.779297
	Iteration 8F: 3 clusters Score -48551.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -878474.375000 Penalty: 1440.590210
	Iteration 0F: 2 clusters Score -878474.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -873134.562500 Penalty: 2881.180420
	Iteration 0F: 3 clusters Score -873134.6 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -874749.812500 Penalty: 2881.180420
	Iteration 1F: 3 clusters Score -874749.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -874941.625000 Penalty: 2881.180420
	Iteration 2F: 3 clusters Score -874941.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -875105.500000 Penalty: 2881.180420
	Iteration 3Q: 3 clusters Score -875105.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -875293.625000 Penalty: 2881.180420
	Iteration 4Q: 3 clusters Score -875293.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -875492.812500 Penalty: 2881.180420
	Iteration 5Q: 3 clusters Score -875492.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -875661.500000 Penalty: 2881.180420
	Iteration 6Q: 3 clusters Score -875661.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -875834.375000 Penalty: 2881.180420
	Iteration 7Q: 3 clusters Score -875834.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -875990.500000 Penalty: 2881.180420
	Iteration 8Q: 3 clusters Score -875990.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -876145.000000 Penalty: 2881.180420
	Iteration 9Q: 3 clusters Score -876145 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -876309.312500 Penalty: 2881.180420
	Iteration 10Q: 3 clusters Score -876309.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -876477.000000 Penalty: 2881.180420
	Iteration 11Q: 3 clusters Score -876477 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -876633.187500 Penalty: 2881.180420
	Iteration 12Q: 3 clusters Score -876633.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -876763.062500 Penalty: 2881.180420
	Iteration 13Q: 3 clusters Score -876763.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -876886.875000 Penalty: 2881.180420
	Iteration 14Q: 3 clusters Score -876886.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -876968.000000 Penalty: 2881.180420
	Iteration 15Q: 3 clusters Score -876968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -877023.125000 Penalty: 2881.180420
	Iteration 16Q: 3 clusters Score -877023.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -877072.312500 Penalty: 2881.180420
	Iteration 17Q: 3 clusters Score -877072.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -877114.750000 Penalty: 2881.180420
	Iteration 18Q: 3 clusters Score -877114.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -877145.312500 Penalty: 2881.180420
	Iteration 19Q: 3 clusters Score -877145.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -877176.250000 Penalty: 2881.180420
	Iteration 20F: 3 clusters Score -877176.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -877189.875000 Penalty: 2881.180420
	Iteration 21Q: 3 clusters Score -877189.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -877209.312500 Penalty: 2881.180420
	Iteration 22Q: 3 clusters Score -877209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -877225.937500 Penalty: 2881.180420
	Iteration 23Q: 3 clusters Score -877225.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -877242.125000 Penalty: 2881.180420
	Iteration 24Q: 3 clusters Score -877242.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -877261.500000 Penalty: 2881.180420
	Iteration 25Q: 3 clusters Score -877261.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -877277.062500 Penalty: 2881.180420
	Iteration 26Q: 3 clusters Score -877277.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -877285.687500 Penalty: 2881.180420
	Iteration 27Q: 3 clusters Score -877285.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -877291.500000 Penalty: 2881.180420
	Iteration 28Q: 3 clusters Score -877291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -877297.000000 Penalty: 2881.180420
	Iteration 29Q: 3 clusters Score -877297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -877301.687500 Penalty: 2881.180420
	Iteration 30Q: 3 clusters Score -877301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -877304.250000 Penalty: 2881.180420
	Iteration 31Q: 3 clusters Score -877304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -877307.125000 Penalty: 2881.180420
	Iteration 32Q: 3 clusters Score -877307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -877308.937500 Penalty: 2881.180420
	Iteration 33Q: 3 clusters Score -877308.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -877309.500000 Penalty: 2881.180420
	Iteration 34Q: 3 clusters Score -877309.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -877311.187500 Penalty: 2881.180420
	Iteration 35Q: 3 clusters Score -877311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -877313.312500 Penalty: 2881.180420
	Iteration 36Q: 3 clusters Score -877313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -877314.875000 Penalty: 2881.180420
	Iteration 37Q: 3 clusters Score -877314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -877316.062500 Penalty: 2881.180420
	Iteration 38Q: 3 clusters Score -877316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -877321.187500 Penalty: 2881.180420
	Iteration 39Q: 3 clusters Score -877321.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -877321.437500 Penalty: 2881.180420
	Iteration 40F: 3 clusters Score -877321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -877322.375000 Penalty: 2881.180420
	Iteration 41Q: 3 clusters Score -877322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -877322.500000 Penalty: 2881.180420
	Iteration 42Q: 3 clusters Score -877322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -877322.687500 Penalty: 2881.180420
	Iteration 43Q: 3 clusters Score -877322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -877322.937500 Penalty: 2881.180420
	Iteration 44Q: 3 clusters Score -877322.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -877328.000000 Penalty: 2881.180420
	Iteration 45Q: 3 clusters Score -877328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -877329.437500 Penalty: 2881.180420
	Iteration 46Q: 3 clusters Score -877329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -877333.687500 Penalty: 2881.180420
	Iteration 47Q: 3 clusters Score -877333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -877337.187500 Penalty: 2881.180420
	Iteration 48Q: 3 clusters Score -877337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -877337.312500 Penalty: 2881.180420
	Iteration 49Q: 3 clusters Score -877337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -877339.375000 Penalty: 2881.180420
	Iteration 50Q: 3 clusters Score -877339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -877344.312500 Penalty: 2881.180420
	Iteration 51Q: 3 clusters Score -877344.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -877345.062500 Penalty: 2881.180420
	Iteration 52Q: 3 clusters Score -877345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -877346.375000 Penalty: 2881.180420
	Iteration 53Q: 3 clusters Score -877346.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -877347.062500 Penalty: 2881.180420
	Iteration 54Q: 3 clusters Score -877347.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -877348.562500 Penalty: 2881.180420
	Iteration 55Q: 3 clusters Score -877348.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -877349.250000 Penalty: 2881.180420
	Iteration 56Q: 3 clusters Score -877349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -877350.312500 Penalty: 2881.180420
	Iteration 57Q: 3 clusters Score -877350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -877350.812500 Penalty: 2881.180420
	Iteration 58Q: 3 clusters Score -877350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -877350.812500 Penalty: 2881.180420
	Iteration 59F: 3 clusters Score -877350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Entering Unmasked Estep 
Score: -3906570.750000 Penalty: 1680.129028
	Iteration 0F: 2 clusters Score -3906571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3885740.250000 Penalty: 3360.258057
	Iteration 0F: 3 clusters Score -3885740 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -3893611.750000 Penalty: 3360.258057
	Iteration 1F: 3 clusters Score -3893612 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3894122.000000 Penalty: 3360.258057
	Iteration 2Q: 3 clusters Score -3894122 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3894617.750000 Penalty: 3360.258057
	Iteration 3Q: 3 clusters Score -3894618 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3895102.500000 Penalty: 3360.258057
	Iteration 4Q: 3 clusters Score -3895102 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -3895657.750000 Penalty: 3360.258057
	Iteration 5Q: 3 clusters Score -3895658 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3896197.000000 Penalty: 3360.258057
	Iteration 6Q: 3 clusters Score -3896197 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3896838.250000 Penalty: 3360.258057
	Iteration 7Q: 3 clusters Score -3896838 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3897610.500000 Penalty: 3360.258057
	Iteration 8Q: 3 clusters Score -3897610 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3898572.250000 Penalty: 3360.258057
	Iteration 9Q: 3 clusters Score -3898572 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3899458.250000 Penalty: 3360.258057
	Iteration 10Q: 3 clusters Score -3899458 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3900103.750000 Penalty: 3360.258057
	Iteration 11Q: 3 clusters Score -3900104 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3900423.250000 Penalty: 3360.258057
	Iteration 12Q: 3 clusters Score -3900423 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3900582.250000 Penalty: 3360.258057
	Iteration 13Q: 3 clusters Score -3900582 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -3900696.000000 Penalty: 3360.258057
	Iteration 14Q: 3 clusters Score -3900696 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3900780.500000 Penalty: 3360.258057
	Iteration 15Q: 3 clusters Score -3900780 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3900903.250000 Penalty: 3360.258057
	Iteration 16Q: 3 clusters Score -3900903 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -3900999.250000 Penalty: 3360.258057
	Iteration 17Q: 3 clusters Score -3900999 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3901102.000000 Penalty: 3360.258057
	Iteration 18Q: 3 clusters Score -3901102 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3901216.250000 Penalty: 3360.258057
	Iteration 19Q: 3 clusters Score -3901216 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -3901349.500000 Penalty: 3360.258057
	Iteration 20F: 3 clusters Score -3901350 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3901445.250000 Penalty: 3360.258057
	Iteration 21Q: 3 clusters Score -3901445 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3901569.500000 Penalty: 3360.258057
	Iteration 22Q: 3 clusters Score -3901570 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3901706.750000 Penalty: 3360.258057
	Iteration 23Q: 3 clusters Score -3901707 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3901858.750000 Penalty: 3360.258057
	Iteration 24Q: 3 clusters Score -3901859 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3902073.500000 Penalty: 3360.258057
	Iteration 25Q: 3 clusters Score -3902074 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3902281.750000 Penalty: 3360.258057
	Iteration 26Q: 3 clusters Score -3902282 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3902460.500000 Penalty: 3360.258057
	Iteration 27Q: 3 clusters Score -3902460 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3902665.500000 Penalty: 3360.258057
	Iteration 28Q: 3 clusters Score -3902666 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3902867.250000 Penalty: 3360.258057
	Iteration 29Q: 3 clusters Score -3902867 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3903083.250000 Penalty: 3360.258057
	Iteration 30Q: 3 clusters Score -3903083 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3903317.500000 Penalty: 3360.258057
	Iteration 31Q: 3 clusters Score -3903318 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3903579.000000 Penalty: 3360.258057
	Iteration 32Q: 3 clusters Score -3903579 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3903784.250000 Penalty: 3360.258057
	Iteration 33Q: 3 clusters Score -3903784 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3903990.250000 Penalty: 3360.258057
	Iteration 34Q: 3 clusters Score -3903990 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3904192.750000 Penalty: 3360.258057
	Iteration 35Q: 3 clusters Score -3904193 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -3904379.250000 Penalty: 3360.258057
	Iteration 36Q: 3 clusters Score -3904379 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3904578.750000 Penalty: 3360.258057
	Iteration 37Q: 3 clusters Score -3904579 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3904734.000000 Penalty: 3360.258057
	Iteration 38Q: 3 clusters Score -3904734 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3904841.500000 Penalty: 3360.258057
	Iteration 39Q: 3 clusters Score -3904842 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3904933.250000 Penalty: 3360.258057
	Iteration 40F: 3 clusters Score -3904933 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3904970.500000 Penalty: 3360.258057
	Iteration 41Q: 3 clusters Score -3904970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3905027.250000 Penalty: 3360.258057
	Iteration 42Q: 3 clusters Score -3905027 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3905076.750000 Penalty: 3360.258057
	Iteration 43Q: 3 clusters Score -3905077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3905118.750000 Penalty: 3360.258057
	Iteration 44Q: 3 clusters Score -3905119 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3905164.000000 Penalty: 3360.258057
	Iteration 45Q: 3 clusters Score -3905164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3905213.750000 Penalty: 3360.258057
	Iteration 46Q: 3 clusters Score -3905214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3905240.000000 Penalty: 3360.258057
	Iteration 47Q: 3 clusters Score -3905240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -3905271.000000 Penalty: 3360.258057
	Iteration 48Q: 3 clusters Score -3905271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3905269.250000 Penalty: 3360.258057
	Iteration 49Q: 3 clusters Score -3905269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3905277.750000 Penalty: 3360.258057
	Iteration 50Q: 3 clusters Score -3905278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -3905281.500000 Penalty: 3360.258057
	Iteration 51Q: 3 clusters Score -3905282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3905286.250000 Penalty: 3360.258057
	Iteration 52Q: 3 clusters Score -3905286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3905289.250000 Penalty: 3360.258057
	Iteration 53Q: 3 clusters Score -3905289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -3905290.750000 Penalty: 3360.258057
	Iteration 54Q: 3 clusters Score -3905291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3905290.250000 Penalty: 3360.258057
	Iteration 55Q: 3 clusters Score -3905290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -3905290.250000 Penalty: 3360.258057
	Iteration 56Q: 3 clusters Score -3905290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3905287.750000 Penalty: 3360.258057
	Iteration 57Q: 3 clusters Score -3905288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -3905293.500000 Penalty: 3360.258057
	Iteration 58Q: 3 clusters Score -3905294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3905298.750000 Penalty: 3360.258057
	Iteration 59Q: 3 clusters Score -3905299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3905303.250000 Penalty: 3360.258057
	Iteration 60F: 3 clusters Score -3905303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3905299.500000 Penalty: 3360.258057
	Iteration 61Q: 3 clusters Score -3905300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3905302.500000 Penalty: 3360.258057
	Iteration 62Q: 3 clusters Score -3905302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3905304.750000 Penalty: 3360.258057
	Iteration 63Q: 3 clusters Score -3905305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3905304.750000 Penalty: 3360.258057
	Iteration 64F: 3 clusters Score -3905305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -71993.226562 Penalty: 1063.151733
	Iteration 0F: 2 clusters Score -71993.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -70900.539062 Penalty: 2126.303467
	Iteration 0F: 3 clusters Score -70900.54 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -71196.437500 Penalty: 2126.303467
	Iteration 1F: 3 clusters Score -71196.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71349.242188 Penalty: 2126.303467
	Iteration 2F: 3 clusters Score -71349.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -71512.179688 Penalty: 2126.303467
	Iteration 3F: 3 clusters Score -71512.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -71622.390625 Penalty: 2126.303467
	Iteration 4F: 3 clusters Score -71622.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -71770.726562 Penalty: 2126.303467
	Iteration 5Q: 3 clusters Score -71770.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -71864.718750 Penalty: 2126.303467
	Iteration 6Q: 3 clusters Score -71864.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71910.523438 Penalty: 2126.303467
	Iteration 7Q: 3 clusters Score -71910.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71926.164062 Penalty: 2126.303467
	Iteration 8Q: 3 clusters Score -71926.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71937.968750 Penalty: 2126.303467
	Iteration 9Q: 3 clusters Score -71937.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71944.640625 Penalty: 2126.303467
	Iteration 10Q: 3 clusters Score -71944.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71949.585938 Penalty: 2126.303467
	Iteration 11Q: 3 clusters Score -71949.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71956.281250 Penalty: 2126.303467
	Iteration 12Q: 3 clusters Score -71956.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71964.703125 Penalty: 2126.303467
	Iteration 13Q: 3 clusters Score -71964.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71968.960938 Penalty: 2126.303467
	Iteration 14Q: 3 clusters Score -71968.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71969.710938 Penalty: 2126.303467
	Iteration 15Q: 3 clusters Score -71969.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -71969.710938 Penalty: 2126.303467
	Iteration 16F: 3 clusters Score -71969.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -21380.660156 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -21380.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -20754.318359 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -20754.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -20995.294922 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -20995.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21165.554688 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -21165.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21249.644531 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -21249.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21311.464844 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -21311.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21487.412109 Penalty: 1828.976929
	Iteration 5Q: 3 clusters Score -21487.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21508.607422 Penalty: 1828.976929
	Iteration 6Q: 3 clusters Score -21508.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21546.068359 Penalty: 1828.976929
	Iteration 7Q: 3 clusters Score -21546.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21626.037109 Penalty: 1828.976929
	Iteration 8Q: 3 clusters Score -21626.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21635.189453 Penalty: 1828.976929
	Iteration 9Q: 3 clusters Score -21635.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21635.189453 Penalty: 1828.976929
	Iteration 10F: 3 clusters Score -21635.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 184 members 
Mstep: Class 3 contains 58445 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 21190 members 
Mstep: Class 8 contains 78043 members 
Mstep: Class 9 contains 13266 members 
Mstep: Class 10 contains 6367 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 84385 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 241 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 7267 members 
Mstep: Class 17 contains 292 members 
Mstep: Class 18 contains 57043 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 3805 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 30923 members 
Mstep: Class 24 contains 694 members 
Mstep: Class 25 contains 63 members 
Mstep: Class 26 contains 5890 members 
Mstep: Class 27 contains 2276 members 
Mstep: Class 28 contains 48388 members 
Mstep: Class 29 contains 215 members 
Entering Unmasked Estep 
Score: -59792276.000000 Penalty: 61624.625000
Splitting cluster 25 changes total score from -59793220.000000 to -59792276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (5890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Entering Unmasked Estep 
Score: -747970.125000 Penalty: 1410.664307
	Iteration 0F: 2 clusters Score -747970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -743444.625000 Penalty: 2821.328613
	Iteration 0F: 3 clusters Score -743444.6 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -744718.812500 Penalty: 2821.328613
	Iteration 1F: 3 clusters Score -744718.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -744892.750000 Penalty: 2821.328613
	Iteration 2F: 3 clusters Score -744892.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -745029.625000 Penalty: 2821.328613
	Iteration 3F: 3 clusters Score -745029.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -745153.937500 Penalty: 2821.328613
	Iteration 4Q: 3 clusters Score -745153.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -745274.875000 Penalty: 2821.328613
	Iteration 5Q: 3 clusters Score -745274.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -745397.125000 Penalty: 2821.328613
	Iteration 6Q: 3 clusters Score -745397.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -745567.062500 Penalty: 2821.328613
	Iteration 7Q: 3 clusters Score -745567.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -745761.250000 Penalty: 2821.328613
	Iteration 8Q: 3 clusters Score -745761.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -745950.187500 Penalty: 2821.328613
	Iteration 9Q: 3 clusters Score -745950.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -746122.250000 Penalty: 2821.328613
	Iteration 10Q: 3 clusters Score -746122.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -746251.187500 Penalty: 2821.328613
	Iteration 11Q: 3 clusters Score -746251.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -746353.625000 Penalty: 2821.328613
	Iteration 12Q: 3 clusters Score -746353.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -746428.875000 Penalty: 2821.328613
	Iteration 13Q: 3 clusters Score -746428.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -746499.437500 Penalty: 2821.328613
	Iteration 14Q: 3 clusters Score -746499.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -746557.062500 Penalty: 2821.328613
	Iteration 15Q: 3 clusters Score -746557.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -746585.937500 Penalty: 2821.328613
	Iteration 16Q: 3 clusters Score -746585.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -746608.250000 Penalty: 2821.328613
	Iteration 17Q: 3 clusters Score -746608.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -746625.000000 Penalty: 2821.328613
	Iteration 18Q: 3 clusters Score -746625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -746642.312500 Penalty: 2821.328613
	Iteration 19Q: 3 clusters Score -746642.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -746660.937500 Penalty: 2821.328613
	Iteration 20F: 3 clusters Score -746660.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -746675.062500 Penalty: 2821.328613
	Iteration 21Q: 3 clusters Score -746675.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -746683.000000 Penalty: 2821.328613
	Iteration 22Q: 3 clusters Score -746683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -746693.562500 Penalty: 2821.328613
	Iteration 23Q: 3 clusters Score -746693.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -746708.875000 Penalty: 2821.328613
	Iteration 24Q: 3 clusters Score -746708.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -746724.625000 Penalty: 2821.328613
	Iteration 25Q: 3 clusters Score -746724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -746739.125000 Penalty: 2821.328613
	Iteration 26Q: 3 clusters Score -746739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -746748.375000 Penalty: 2821.328613
	Iteration 27Q: 3 clusters Score -746748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -746747.750000 Penalty: 2821.328613
	Iteration 28Q: 3 clusters Score -746747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -746747.750000 Penalty: 2821.328613
	Iteration 29F: 3 clusters Score -746747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -290655.968750 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -290656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -288394.781250 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -288394.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -288918.031250 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -288918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289018.312500 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -289018.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -289084.718750 Penalty: 2512.306885
	Iteration 3Q: 3 clusters Score -289084.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289136.000000 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -289136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -289182.937500 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -289182.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -289221.625000 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -289221.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289246.750000 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -289246.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -289271.468750 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -289271.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -289292.406250 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -289292.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -289311.031250 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -289311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289321.031250 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -289321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289328.531250 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -289328.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289332.937500 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -289332.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289336.031250 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -289336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289339.406250 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -289339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -289340.218750 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -289340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289342.250000 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -289342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -289343.281250 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -289343.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289344.687500 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -289344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -289346.250000 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -289346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -289346.875000 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -289346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -289347.125000 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -289347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289347.406250 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -289347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -289349.500000 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -289349.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -289352.468750 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -289352.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -289354.968750 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -289355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -289355.343750 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -289355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289356.031250 Penalty: 2512.306885
	Iteration 28Q: 3 clusters Score -289356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289356.031250 Penalty: 2512.306885
	Iteration 29F: 3 clusters Score -289356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Entering Unmasked Estep 
Score: -6262802.000000 Penalty: 1752.888672
	Iteration 0F: 2 clusters Score -6262802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -6230453.000000 Penalty: 3505.777344
	Iteration 0F: 3 clusters Score -6230453 nChanged 22740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6243276.500000 Penalty: 3505.777344
	Iteration 1F: 3 clusters Score -6243276 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -6243646.500000 Penalty: 3505.777344
	Iteration 2Q: 3 clusters Score -6243646 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -6244104.500000 Penalty: 3505.777344
	Iteration 3Q: 3 clusters Score -6244104 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -6244679.500000 Penalty: 3505.777344
	Iteration 4Q: 3 clusters Score -6244680 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -6245435.000000 Penalty: 3505.777344
	Iteration 5Q: 3 clusters Score -6245435 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -6246724.000000 Penalty: 3505.777344
	Iteration 6Q: 3 clusters Score -6246724 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -6248540.000000 Penalty: 3505.777344
	Iteration 7F: 3 clusters Score -6248540 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -6251110.500000 Penalty: 3505.777344
	Iteration 8F: 3 clusters Score -6251110 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -6253890.500000 Penalty: 3505.777344
	Iteration 9F: 3 clusters Score -6253890 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -6256481.500000 Penalty: 3505.777344
	Iteration 10F: 3 clusters Score -6256482 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6258381.500000 Penalty: 3505.777344
	Iteration 11Q: 3 clusters Score -6258382 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6259594.000000 Penalty: 3505.777344
	Iteration 12Q: 3 clusters Score -6259594 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6260296.500000 Penalty: 3505.777344
	Iteration 13Q: 3 clusters Score -6260296 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6260673.000000 Penalty: 3505.777344
	Iteration 14Q: 3 clusters Score -6260673 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6260890.500000 Penalty: 3505.777344
	Iteration 15Q: 3 clusters Score -6260890 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6261049.000000 Penalty: 3505.777344
	Iteration 16Q: 3 clusters Score -6261049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6261123.000000 Penalty: 3505.777344
	Iteration 17Q: 3 clusters Score -6261123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6261192.500000 Penalty: 3505.777344
	Iteration 18Q: 3 clusters Score -6261192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6261238.500000 Penalty: 3505.777344
	Iteration 19Q: 3 clusters Score -6261238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6261267.000000 Penalty: 3505.777344
	Iteration 20F: 3 clusters Score -6261267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6261277.000000 Penalty: 3505.777344
	Iteration 21Q: 3 clusters Score -6261277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6261283.500000 Penalty: 3505.777344
	Iteration 22Q: 3 clusters Score -6261284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6261294.500000 Penalty: 3505.777344
	Iteration 23Q: 3 clusters Score -6261294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47957 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6261295.500000 Penalty: 3505.777344
	Iteration 24Q: 3 clusters Score -6261296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6261303.000000 Penalty: 3505.777344
	Iteration 25Q: 3 clusters Score -6261303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6261305.000000 Penalty: 3505.777344
	Iteration 26Q: 3 clusters Score -6261305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6261305.000000 Penalty: 3505.777344
	Iteration 27Q: 3 clusters Score -6261305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6261311.000000 Penalty: 3505.777344
	Iteration 28Q: 3 clusters Score -6261311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6261310.000000 Penalty: 3505.777344
	Iteration 29Q: 3 clusters Score -6261310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6261307.500000 Penalty: 3505.777344
	Iteration 30Q: 3 clusters Score -6261308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6261309.500000 Penalty: 3505.777344
	Iteration 31Q: 3 clusters Score -6261310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6261317.000000 Penalty: 3505.777344
	Iteration 32Q: 3 clusters Score -6261317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6261324.000000 Penalty: 3505.777344
	Iteration 33Q: 3 clusters Score -6261324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6261322.500000 Penalty: 3505.777344
	Iteration 34Q: 3 clusters Score -6261322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6261326.000000 Penalty: 3505.777344
	Iteration 35Q: 3 clusters Score -6261326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6261322.000000 Penalty: 3505.777344
	Iteration 36Q: 3 clusters Score -6261322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6261322.000000 Penalty: 3505.777344
	Iteration 37F: 3 clusters Score -6261322 nChanged 0
21->29 Clusters: Score -59793220.000000, best is -59791552.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 477750 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 22744 members 
Mstep: Class 3 contains 22647 members 
Mstep: Class 4 contains 22776 members 
Mstep: Class 5 contains 23017 members 
Mstep: Class 6 contains 22594 members 
Mstep: Class 7 contains 22713 members 
Mstep: Class 8 contains 22873 members 
Mstep: Class 9 contains 22748 members 
Mstep: Class 10 contains 22591 members 
Mstep: Class 11 contains 22756 members 
Mstep: Class 12 contains 22900 members 
Mstep: Class 13 contains 22606 members 
Mstep: Class 14 contains 22607 members 
Mstep: Class 15 contains 22720 members 
Mstep: Class 16 contains 22795 members 
Mstep: Class 17 contains 22586 members 
Mstep: Class 18 contains 22780 members 
Mstep: Class 19 contains 22898 members 
Mstep: Class 20 contains 22748 members 
Mstep: Class 21 contains 22923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -57279024.000000 Penalty: 44624.726562
Iteration 0F: 22 clusters Score -5.727902e+07 nChanged 455023
Entering Unmasked Mstep 
Mstep: Class 0 contains 897 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 19566 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 8409 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 167115 members 
Mstep: Class 8 contains 7372 members 
Mstep: Class 9 contains 5721 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 28209 members 
Mstep: Class 12 contains 5972 members 
Mstep: Class 13 contains 16672 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 61931 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 23307 members 
Mstep: Class 19 contains 5097 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 79457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58964120.000000 Penalty: 44624.726562
Iteration 1F: 22 clusters Score -5.896412e+07 nChanged 161801
Entering Unmasked Mstep 
Mstep: Class 0 contains 807 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11570 members 
Mstep: Class 3 contains 9828 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 2863 members 
Mstep: Class 7 contains 216653 members 
Mstep: Class 8 contains 4553 members 
Mstep: Class 9 contains 4581 members 
Mstep: Class 10 contains 2132 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 5666 members 
Mstep: Class 13 contains 10483 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 3375 members 
Mstep: Class 16 contains 60946 members 
Mstep: Class 17 contains 2268 members 
Mstep: Class 18 contains 17185 members 
Mstep: Class 19 contains 2631 members 
Mstep: Class 20 contains 3795 members 
Mstep: Class 21 contains 79058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59169916.000000 Penalty: 44624.726562
Iteration 2F: 22 clusters Score -5.916992e+07 nChanged 96284
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9762 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 2688 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 218181 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 5172 members 
Mstep: Class 10 contains 1937 members 
Mstep: Class 11 contains 19599 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 9917 members 
Mstep: Class 14 contains 3835 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 70518 members 
Mstep: Class 17 contains 1679 members 
Mstep: Class 18 contains 15482 members 
Mstep: Class 19 contains 1662 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 77124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59307576.000000 Penalty: 44624.726562
Iteration 3F: 22 clusters Score -5.930758e+07 nChanged 73104
Entering Unmasked Mstep 
Mstep: Class 0 contains 467 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 16200 members 
Mstep: Class 4 contains 2025 members 
Mstep: Class 5 contains 5764 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 201015 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 1971 members 
Mstep: Class 11 contains 20190 members 
Mstep: Class 12 contains 5396 members 
Mstep: Class 13 contains 9986 members 
Mstep: Class 14 contains 4265 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 84797 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 15898 members 
Mstep: Class 19 contains 1082 members 
Mstep: Class 20 contains 4135 members 
Mstep: Class 21 contains 75787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59390552.000000 Penalty: 44624.726562
Iteration 4F: 22 clusters Score -5.939055e+07 nChanged 70178
Entering Unmasked Mstep 
Mstep: Class 0 contains 367 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 23552 members 
Mstep: Class 4 contains 2119 members 
Mstep: Class 5 contains 5711 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 167729 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 5009 members 
Mstep: Class 10 contains 1750 members 
Mstep: Class 11 contains 23755 members 
Mstep: Class 12 contains 4654 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 851 members 
Mstep: Class 16 contains 106019 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 16759 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 3886 members 
Mstep: Class 21 contains 74327 members 
Entering Unmasked Estep 
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Score: -59492472.000000 Penalty: 44624.726562
Iteration 5F: 22 clusters Score -5.949247e+07 nChanged 59419
Entering Unmasked Mstep 
Mstep: Class 0 contains 283 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 17372 members 
Mstep: Class 3 contains 30593 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 3419 members 
Mstep: Class 7 contains 139823 members 
Mstep: Class 8 contains 1281 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 1348 members 
Mstep: Class 11 contains 27519 members 
Mstep: Class 12 contains 4156 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 124035 members 
Mstep: Class 17 contains 1631 members 
Mstep: Class 18 contains 16549 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 71074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 6F: 22 clusters Score -5.956612e+07 nChanged 49311
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 19135 members 
Mstep: Class 3 contains 36506 members 
Mstep: Class 4 contains 3428 members 
Mstep: Class 5 contains 5788 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 118641 members 
Mstep: Class 8 contains 777 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 1196 members 
Mstep: Class 11 contains 31243 members 
Mstep: Class 12 contains 3920 members 
Mstep: Class 13 contains 12303 members 
Mstep: Class 14 contains 4452 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 137002 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 15575 members 
Mstep: Class 19 contains 1406 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 68111 members 
Entering Unmasked Estep 
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Iteration 7F: 22 clusters Score -5.961124e+07 nChanged 42625
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 20046 members 
Mstep: Class 3 contains 41195 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 5870 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 102770 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 4752 members 
Mstep: Class 10 contains 1072 members 
Mstep: Class 11 contains 34209 members 
Mstep: Class 12 contains 3823 members 
Mstep: Class 13 contains 13445 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 146797 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 14862 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 64937 members 
Entering Unmasked Estep 
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Iteration 8F: 22 clusters Score -5.96338e+07 nChanged 36311
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 20559 members 
Mstep: Class 3 contains 44931 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 3540 members 
Mstep: Class 7 contains 91968 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 4787 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 36177 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 14772 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 750 members 
Mstep: Class 16 contains 152559 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 14699 members 
Mstep: Class 19 contains 1996 members 
Mstep: Class 20 contains 2220 members 
Mstep: Class 21 contains 62101 members 
Entering Unmasked Estep 
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Iteration 9F: 22 clusters Score -5.964636e+07 nChanged 29088
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 20938 members 
Mstep: Class 3 contains 48028 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 85722 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 4825 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 38122 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 16167 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 153930 members 
Mstep: Class 17 contains 2737 members 
Mstep: Class 18 contains 14608 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 59658 members 
Entering Unmasked Estep 
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Iteration 10F: 22 clusters Score -5.965624e+07 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 21194 members 
Mstep: Class 3 contains 50691 members 
Mstep: Class 4 contains 6773 members 
Mstep: Class 5 contains 5625 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 83102 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 961 members 
Mstep: Class 11 contains 40238 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 17472 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 151673 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 14572 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 1715 members 
Mstep: Class 21 contains 57617 members 
Entering Unmasked Estep 
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Iteration 11Q: 22 clusters Score -5.96655e+07 nChanged 18866
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 21302 members 
Mstep: Class 3 contains 53064 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 82251 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 4988 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 42514 members 
Mstep: Class 12 contains 3246 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 5000 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 147831 members 
Mstep: Class 17 contains 3543 members 
Mstep: Class 18 contains 14560 members 
Mstep: Class 19 contains 2331 members 
Mstep: Class 20 contains 1533 members 
Mstep: Class 21 contains 55846 members 
Entering Unmasked Estep 
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Iteration 12Q: 22 clusters Score -5.96744e+07 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 21324 members 
Mstep: Class 3 contains 55086 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 5240 members 
Mstep: Class 6 contains 2726 members 
Mstep: Class 7 contains 82162 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 5104 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 45010 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 19349 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 143424 members 
Mstep: Class 17 contains 3995 members 
Mstep: Class 18 contains 14608 members 
Mstep: Class 19 contains 2389 members 
Mstep: Class 20 contains 1429 members 
Mstep: Class 21 contains 54384 members 
Entering Unmasked Estep 
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Iteration 13Q: 22 clusters Score -5.968262e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 21339 members 
Mstep: Class 3 contains 56790 members 
Mstep: Class 4 contains 8414 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 82335 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 5175 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 47789 members 
Mstep: Class 12 contains 2967 members 
Mstep: Class 13 contains 19950 members 
Mstep: Class 14 contains 5421 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 138873 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 14654 members 
Mstep: Class 19 contains 2413 members 
Mstep: Class 20 contains 1355 members 
Mstep: Class 21 contains 53096 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 22 clusters Score -5.96902e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21314 members 
Mstep: Class 3 contains 58207 members 
Mstep: Class 4 contains 8653 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 82413 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 50718 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 20410 members 
Mstep: Class 14 contains 5636 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 134555 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 14756 members 
Mstep: Class 19 contains 2459 members 
Mstep: Class 20 contains 1277 members 
Mstep: Class 21 contains 51945 members 
Entering Unmasked Estep 
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Iteration 15Q: 22 clusters Score -5.969717e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 21210 members 
Mstep: Class 3 contains 59286 members 
Mstep: Class 4 contains 8813 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 82311 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 5502 members 
Mstep: Class 10 contains 895 members 
Mstep: Class 11 contains 53642 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 20708 members 
Mstep: Class 14 contains 5851 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 130798 members 
Mstep: Class 17 contains 5479 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2494 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 50914 members 
Entering Unmasked Estep 
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Iteration 16Q: 22 clusters Score -5.970314e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 21025 members 
Mstep: Class 3 contains 60049 members 
Mstep: Class 4 contains 8852 members 
Mstep: Class 5 contains 4608 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 82113 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 5801 members 
Mstep: Class 10 contains 886 members 
Mstep: Class 11 contains 56364 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 20891 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 127646 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 1245 members 
Mstep: Class 21 contains 49995 members 
Entering Unmasked Estep 
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Iteration 17Q: 22 clusters Score -5.970741e+07 nChanged 10085
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 20782 members 
Mstep: Class 3 contains 60551 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 81949 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 6174 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 58849 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 21028 members 
Mstep: Class 14 contains 6203 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 124881 members 
Mstep: Class 17 contains 6347 members 
Mstep: Class 18 contains 15001 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 49220 members 
Entering Unmasked Estep 
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Iteration 18Q: 22 clusters Score -5.971115e+07 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 20441 members 
Mstep: Class 3 contains 60878 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 4475 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 81862 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 876 members 
Mstep: Class 11 contains 61122 members 
Mstep: Class 12 contains 2538 members 
Mstep: Class 13 contains 21075 members 
Mstep: Class 14 contains 6351 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 122526 members 
Mstep: Class 17 contains 6696 members 
Mstep: Class 18 contains 15072 members 
Mstep: Class 19 contains 2534 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 48561 members 
Entering Unmasked Estep 
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Iteration 19Q: 22 clusters Score -5.971449e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 20088 members 
Mstep: Class 3 contains 60956 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 82034 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 6850 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 63183 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 21136 members 
Mstep: Class 14 contains 6490 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 120409 members 
Mstep: Class 17 contains 6999 members 
Mstep: Class 18 contains 15120 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 47922 members 
Entering Unmasked Estep 
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Iteration 20F: 22 clusters Score -5.971855e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19800 members 
Mstep: Class 3 contains 60833 members 
Mstep: Class 4 contains 9053 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 82553 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7148 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 65140 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21134 members 
Mstep: Class 14 contains 6614 members 
Mstep: Class 15 contains 597 members 
Mstep: Class 16 contains 118307 members 
Mstep: Class 17 contains 7288 members 
Mstep: Class 18 contains 15193 members 
Mstep: Class 19 contains 2561 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 47297 members 
Entering Unmasked Estep 
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Iteration 21Q: 22 clusters Score -5.972285e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 19483 members 
Mstep: Class 3 contains 60505 members 
Mstep: Class 4 contains 9064 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 83416 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7380 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 66903 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21164 members 
Mstep: Class 14 contains 6720 members 
Mstep: Class 15 contains 584 members 
Mstep: Class 16 contains 116336 members 
Mstep: Class 17 contains 7538 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 21 contains 46717 members 
Entering Unmasked Estep 
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Iteration 22Q: 22 clusters Score -5.972652e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19192 members 
Mstep: Class 3 contains 59992 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 1908 members 
Mstep: Class 7 contains 84785 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7604 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 68273 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 21165 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 114398 members 
Mstep: Class 17 contains 7787 members 
Mstep: Class 18 contains 15296 members 
Mstep: Class 19 contains 2588 members 
Mstep: Class 20 contains 1191 members 
Mstep: Class 21 contains 46231 members 
Entering Unmasked Estep 
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Iteration 23Q: 22 clusters Score -5.972972e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18994 members 
Mstep: Class 3 contains 59323 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 4316 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 86463 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7768 members 
Mstep: Class 10 contains 889 members 
Mstep: Class 11 contains 69260 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 21101 members 
Mstep: Class 14 contains 6857 members 
Mstep: Class 15 contains 562 members 
Mstep: Class 16 contains 112739 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 15325 members 
Mstep: Class 19 contains 2593 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 45837 members 
Entering Unmasked Estep 
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Iteration 24Q: 22 clusters Score -5.973296e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18812 members 
Mstep: Class 3 contains 58554 members 
Mstep: Class 4 contains 8985 members 
Mstep: Class 5 contains 4286 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 88356 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7918 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 69894 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 21006 members 
Mstep: Class 14 contains 6898 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 111325 members 
Mstep: Class 17 contains 8162 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 1173 members 
Mstep: Class 21 contains 45472 members 
Entering Unmasked Estep 
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Iteration 25Q: 22 clusters Score -5.973605e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 18599 members 
Mstep: Class 3 contains 57727 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 90364 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 880 members 
Mstep: Class 11 contains 70315 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 20884 members 
Mstep: Class 14 contains 6934 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 110136 members 
Mstep: Class 17 contains 8323 members 
Mstep: Class 18 contains 15342 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 20 contains 1161 members 
Mstep: Class 21 contains 45170 members 
Entering Unmasked Estep 
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Iteration 26Q: 22 clusters Score -5.97386e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 18424 members 
Mstep: Class 3 contains 56857 members 
Mstep: Class 4 contains 8958 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 1858 members 
Mstep: Class 7 contains 92402 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8100 members 
Mstep: Class 10 contains 870 members 
Mstep: Class 11 contains 70447 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 20747 members 
Mstep: Class 14 contains 6956 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 109182 members 
Mstep: Class 17 contains 8464 members 
Mstep: Class 18 contains 15368 members 
Mstep: Class 19 contains 2614 members 
Mstep: Class 20 contains 1157 members 
Mstep: Class 21 contains 44929 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -5.974073e+07 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 18241 members 
Mstep: Class 3 contains 56022 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 1855 members 
Mstep: Class 7 contains 94265 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8184 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 70406 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 20620 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 108496 members 
Mstep: Class 17 contains 8605 members 
Mstep: Class 18 contains 15390 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 44733 members 
Entering Unmasked Estep 
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Iteration 28Q: 22 clusters Score -5.974276e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 18094 members 
Mstep: Class 3 contains 55296 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 95792 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 862 members 
Mstep: Class 11 contains 70243 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 20540 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 108083 members 
Mstep: Class 17 contains 8741 members 
Mstep: Class 18 contains 15416 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 1153 members 
Mstep: Class 21 contains 44563 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -5.974376e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 17952 members 
Mstep: Class 3 contains 54673 members 
Mstep: Class 4 contains 8834 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 97124 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 69996 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 20465 members 
Mstep: Class 14 contains 7062 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107772 members 
Mstep: Class 17 contains 8882 members 
Mstep: Class 18 contains 15438 members 
Mstep: Class 19 contains 2613 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 44477 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -5.974432e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 17805 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 8795 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 98195 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 69714 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 20441 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107618 members 
Mstep: Class 17 contains 9031 members 
Mstep: Class 18 contains 15461 members 
Mstep: Class 19 contains 2615 members 
Mstep: Class 20 contains 1139 members 
Mstep: Class 21 contains 44371 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -5.974487e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17700 members 
Mstep: Class 3 contains 53684 members 
Mstep: Class 4 contains 8760 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 1845 members 
Mstep: Class 7 contains 99009 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8470 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 69439 members 
Mstep: Class 12 contains 2620 members 
Mstep: Class 13 contains 20407 members 
Mstep: Class 14 contains 7110 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107555 members 
Mstep: Class 17 contains 9160 members 
Mstep: Class 18 contains 15484 members 
Mstep: Class 19 contains 2619 members 
Mstep: Class 20 contains 1137 members 
Mstep: Class 21 contains 44277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59745232.000000 Penalty: 44624.726562
Iteration 32Q: 22 clusters Score -5.974523e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 17621 members 
Mstep: Class 3 contains 53323 members 
Mstep: Class 4 contains 8728 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 1843 members 
Mstep: Class 7 contains 99717 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 861 members 
Mstep: Class 11 contains 69124 members 
Mstep: Class 12 contains 2635 members 
Mstep: Class 13 contains 20377 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107539 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 15501 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 1134 members 
Mstep: Class 21 contains 44224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59745756.000000 Penalty: 44624.726562
Iteration 33Q: 22 clusters Score -5.974576e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 17554 members 
Mstep: Class 3 contains 53020 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 1851 members 
Mstep: Class 7 contains 100259 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8627 members 
Mstep: Class 10 contains 860 members 
Mstep: Class 11 contains 68874 members 
Mstep: Class 12 contains 2642 members 
Mstep: Class 13 contains 20353 members 
Mstep: Class 14 contains 7177 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107554 members 
Mstep: Class 17 contains 9295 members 
Mstep: Class 18 contains 15518 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 44160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59745880.000000 Penalty: 44624.726562
Iteration 34Q: 22 clusters Score -5.974588e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 52747 members 
Mstep: Class 4 contains 8661 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 100763 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8671 members 
Mstep: Class 10 contains 859 members 
Mstep: Class 11 contains 68624 members 
Mstep: Class 12 contains 2646 members 
Mstep: Class 13 contains 20327 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107610 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 15529 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 1134 members 
Mstep: Class 21 contains 44116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59746064.000000 Penalty: 44624.726562
Iteration 35Q: 22 clusters Score -5.974606e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17464 members 
Mstep: Class 3 contains 52484 members 
Mstep: Class 4 contains 8629 members 
Mstep: Class 5 contains 4028 members 
Mstep: Class 6 contains 1854 members 
Mstep: Class 7 contains 101212 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8712 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 68374 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 20292 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107666 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 15559 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 20 contains 1131 members 
Mstep: Class 21 contains 44067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59746188.000000 Penalty: 44624.726562
Iteration 36Q: 22 clusters Score -5.974619e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17447 members 
Mstep: Class 3 contains 52257 members 
Mstep: Class 4 contains 8607 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 1853 members 
Mstep: Class 7 contains 101568 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 68158 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 20262 members 
Mstep: Class 14 contains 7243 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107709 members 
Mstep: Class 17 contains 9510 members 
Mstep: Class 18 contains 15573 members 
Mstep: Class 19 contains 2627 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 44032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59746392.000000 Penalty: 44624.726562
Iteration 37Q: 22 clusters Score -5.974639e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17421 members 
Mstep: Class 3 contains 52071 members 
Mstep: Class 4 contains 8596 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 101820 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 67944 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 20232 members 
Mstep: Class 14 contains 7272 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107827 members 
Mstep: Class 17 contains 9551 members 
Mstep: Class 18 contains 15572 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 1135 members 
Mstep: Class 21 contains 43997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59746468.000000 Penalty: 44624.726562
Iteration 38Q: 22 clusters Score -5.974647e+07 nChanged 1266
Entering ConstructFrom: 
Score: -59746468.000000 Penalty: 44624.726562
Entering ConstructFrom: 
Trying to split cluster 1 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -291429.125000 Penalty: 1272.895630
	Iteration 0F: 2 clusters Score -291429.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289084.937500 Penalty: 2545.791260
	Iteration 0F: 3 clusters Score -289084.9 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -290175.062500 Penalty: 2545.791260
	Iteration 1F: 3 clusters Score -290175.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -290980.187500 Penalty: 2545.791260
	Iteration 2F: 3 clusters Score -290980.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -291661.062500 Penalty: 2545.791260
	Iteration 3F: 3 clusters Score -291661.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -292081.906250 Penalty: 2545.791260
	Iteration 4F: 3 clusters Score -292081.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -292307.843750 Penalty: 2545.791260
	Iteration 5F: 3 clusters Score -292307.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -292419.062500 Penalty: 2545.791260
	Iteration 6Q: 3 clusters Score -292419.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -292489.656250 Penalty: 2545.791260
	Iteration 7Q: 3 clusters Score -292489.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -292513.312500 Penalty: 2545.791260
	Iteration 8Q: 3 clusters Score -292513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -292519.750000 Penalty: 2545.791260
	Iteration 9Q: 3 clusters Score -292519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -292533.437500 Penalty: 2545.791260
	Iteration 10Q: 3 clusters Score -292533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -292540.593750 Penalty: 2545.791260
	Iteration 11Q: 3 clusters Score -292540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -292568.156250 Penalty: 2545.791260
	Iteration 12F: 3 clusters Score -292568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -292632.343750 Penalty: 2545.791260
	Iteration 13Q: 3 clusters Score -292632.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -292706.406250 Penalty: 2545.791260
	Iteration 14Q: 3 clusters Score -292706.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -292763.937500 Penalty: 2545.791260
	Iteration 15Q: 3 clusters Score -292763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -292787.781250 Penalty: 2545.791260
	Iteration 16Q: 3 clusters Score -292787.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -292791.562500 Penalty: 2545.791260
	Iteration 17Q: 3 clusters Score -292791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -292793.156250 Penalty: 2545.791260
	Iteration 18Q: 3 clusters Score -292793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -292793.156250 Penalty: 2545.791260
	Iteration 19F: 3 clusters Score -292793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 102012 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 8836 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107969 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 15571 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 2156 members 
Entering Unmasked Estep 
Score: -59746908.000000 Penalty: 46749.714844
Splitting cluster 1 changes total score from -59746468.000000 to -59746908.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 2 (17389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Entering Unmasked Estep 
Score: -2254796.750000 Penalty: 1586.583862
	Iteration 0F: 2 clusters Score -2254797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2242749.500000 Penalty: 3173.167725
	Iteration 0F: 3 clusters Score -2242750 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2246962.500000 Penalty: 3173.167725
	Iteration 1F: 3 clusters Score -2246962 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2247309.500000 Penalty: 3173.167725
	Iteration 2F: 3 clusters Score -2247310 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2247636.500000 Penalty: 3173.167725
	Iteration 3Q: 3 clusters Score -2247636 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2247940.500000 Penalty: 3173.167725
	Iteration 4Q: 3 clusters Score -2247940 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2248227.500000 Penalty: 3173.167725
	Iteration 5Q: 3 clusters Score -2248228 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2248527.000000 Penalty: 3173.167725
	Iteration 6Q: 3 clusters Score -2248527 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2248841.750000 Penalty: 3173.167725
	Iteration 7Q: 3 clusters Score -2248842 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2249268.000000 Penalty: 3173.167725
	Iteration 8Q: 3 clusters Score -2249268 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2249728.000000 Penalty: 3173.167725
	Iteration 9Q: 3 clusters Score -2249728 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2250261.500000 Penalty: 3173.167725
	Iteration 10Q: 3 clusters Score -2250262 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2250742.500000 Penalty: 3173.167725
	Iteration 11Q: 3 clusters Score -2250742 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2251064.750000 Penalty: 3173.167725
	Iteration 12Q: 3 clusters Score -2251065 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2251234.250000 Penalty: 3173.167725
	Iteration 13Q: 3 clusters Score -2251234 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2251336.750000 Penalty: 3173.167725
	Iteration 14Q: 3 clusters Score -2251337 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2251390.000000 Penalty: 3173.167725
	Iteration 15Q: 3 clusters Score -2251390 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2251457.500000 Penalty: 3173.167725
	Iteration 16Q: 3 clusters Score -2251458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2251500.500000 Penalty: 3173.167725
	Iteration 17Q: 3 clusters Score -2251500 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2251563.500000 Penalty: 3173.167725
	Iteration 18Q: 3 clusters Score -2251564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2251624.500000 Penalty: 3173.167725
	Iteration 19Q: 3 clusters Score -2251624 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2251669.250000 Penalty: 3173.167725
	Iteration 20F: 3 clusters Score -2251669 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2251709.750000 Penalty: 3173.167725
	Iteration 21Q: 3 clusters Score -2251710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2251729.000000 Penalty: 3173.167725
	Iteration 22Q: 3 clusters Score -2251729 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2251761.750000 Penalty: 3173.167725
	Iteration 23Q: 3 clusters Score -2251762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2251769.750000 Penalty: 3173.167725
	Iteration 24Q: 3 clusters Score -2251770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2251781.750000 Penalty: 3173.167725
	Iteration 25Q: 3 clusters Score -2251782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2251790.000000 Penalty: 3173.167725
	Iteration 26Q: 3 clusters Score -2251790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2251793.750000 Penalty: 3173.167725
	Iteration 27Q: 3 clusters Score -2251794 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2251808.250000 Penalty: 3173.167725
	Iteration 28Q: 3 clusters Score -2251808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2251822.250000 Penalty: 3173.167725
	Iteration 29Q: 3 clusters Score -2251822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2251834.250000 Penalty: 3173.167725
	Iteration 30Q: 3 clusters Score -2251834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2251849.750000 Penalty: 3173.167725
	Iteration 31Q: 3 clusters Score -2251850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2251860.250000 Penalty: 3173.167725
	Iteration 32Q: 3 clusters Score -2251860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2251871.500000 Penalty: 3173.167725
	Iteration 33Q: 3 clusters Score -2251872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2251880.250000 Penalty: 3173.167725
	Iteration 34Q: 3 clusters Score -2251880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2251891.750000 Penalty: 3173.167725
	Iteration 35Q: 3 clusters Score -2251892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2251908.250000 Penalty: 3173.167725
	Iteration 36Q: 3 clusters Score -2251908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2251910.250000 Penalty: 3173.167725
	Iteration 37Q: 3 clusters Score -2251910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2251926.250000 Penalty: 3173.167725
	Iteration 38Q: 3 clusters Score -2251926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -2251952.750000 Penalty: 3173.167725
	Iteration 39Q: 3 clusters Score -2251953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2251965.750000 Penalty: 3173.167725
	Iteration 40F: 3 clusters Score -2251966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2251979.500000 Penalty: 3173.167725
	Iteration 41Q: 3 clusters Score -2251980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2251989.000000 Penalty: 3173.167725
	Iteration 42Q: 3 clusters Score -2251989 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2252004.750000 Penalty: 3173.167725
	Iteration 43Q: 3 clusters Score -2252005 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2252013 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2252028.500000 Penalty: 3173.167725
	Iteration 45Q: 3 clusters Score -2252028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2252049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2252057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2252065.750000 Penalty: 3173.167725
	Iteration 48Q: 3 clusters Score -2252066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2252069.250000 Penalty: 3173.167725
	Iteration 49Q: 3 clusters Score -2252069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2252082.500000 Penalty: 3173.167725
	Iteration 50Q: 3 clusters Score -2252082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2252092.250000 Penalty: 3173.167725
	Iteration 51Q: 3 clusters Score -2252092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2252109.500000 Penalty: 3173.167725
	Iteration 52Q: 3 clusters Score -2252110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2252115.250000 Penalty: 3173.167725
	Iteration 53Q: 3 clusters Score -2252115 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2252133.250000 Penalty: 3173.167725
	Iteration 54Q: 3 clusters Score -2252133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2252139.750000 Penalty: 3173.167725
	Iteration 55Q: 3 clusters Score -2252140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2252143.750000 Penalty: 3173.167725
	Iteration 56Q: 3 clusters Score -2252144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2252167.250000 Penalty: 3173.167725
	Iteration 57Q: 3 clusters Score -2252167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2252178.250000 Penalty: 3173.167725
	Iteration 58Q: 3 clusters Score -2252178 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2252189.250000 Penalty: 3173.167725
	Iteration 59Q: 3 clusters Score -2252189 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2252199.250000 Penalty: 3173.167725
	Iteration 60F: 3 clusters Score -2252199 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2252208.000000 Penalty: 3173.167725
	Iteration 61Q: 3 clusters Score -2252208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2252211.750000 Penalty: 3173.167725
	Iteration 62Q: 3 clusters Score -2252212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2252228.500000 Penalty: 3173.167725
	Iteration 63Q: 3 clusters Score -2252228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -2252244.500000 Penalty: 3173.167725
	Iteration 64Q: 3 clusters Score -2252244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2252256.000000 Penalty: 3173.167725
	Iteration 65Q: 3 clusters Score -2252256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2252269.500000 Penalty: 3173.167725
	Iteration 66Q: 3 clusters Score -2252270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2252275.500000 Penalty: 3173.167725
	Iteration 67Q: 3 clusters Score -2252276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2252276.000000 Penalty: 3173.167725
	Iteration 68Q: 3 clusters Score -2252276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2252283.500000 Penalty: 3173.167725
	Iteration 69Q: 3 clusters Score -2252284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2252298 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2252310.250000 Penalty: 3173.167725
	Iteration 71Q: 3 clusters Score -2252310 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2252311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2252320.500000 Penalty: 3173.167725
	Iteration 73Q: 3 clusters Score -2252320 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2252333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2252346.500000 Penalty: 3173.167725
	Iteration 75Q: 3 clusters Score -2252346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2252355.250000 Penalty: 3173.167725
	Iteration 76Q: 3 clusters Score -2252355 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2252366.250000 Penalty: 3173.167725
	Iteration 77Q: 3 clusters Score -2252366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2252373.250000 Penalty: 3173.167725
	Iteration 78Q: 3 clusters Score -2252373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2252370.250000 Penalty: 3173.167725
	Iteration 79Q: 3 clusters Score -2252370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2252379.750000 Penalty: 3173.167725
	Iteration 80F: 3 clusters Score -2252380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2252387.000000 Penalty: 3173.167725
	Iteration 81Q: 3 clusters Score -2252387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2252392.750000 Penalty: 3173.167725
	Iteration 82Q: 3 clusters Score -2252393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2252396.500000 Penalty: 3173.167725
	Iteration 83Q: 3 clusters Score -2252396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2252400.250000 Penalty: 3173.167725
	Iteration 84Q: 3 clusters Score -2252400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2252396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2252400.000000 Penalty: 3173.167725
	Iteration 86Q: 3 clusters Score -2252400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2252403.500000 Penalty: 3173.167725
	Iteration 87Q: 3 clusters Score -2252404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2252414.750000 Penalty: 3173.167725
	Iteration 88Q: 3 clusters Score -2252415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2252415.250000 Penalty: 3173.167725
	Iteration 89Q: 3 clusters Score -2252415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -2252420.250000 Penalty: 3173.167725
	Iteration 90Q: 3 clusters Score -2252420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2252421.000000 Penalty: 3173.167725
	Iteration 91Q: 3 clusters Score -2252421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2252428.500000 Penalty: 3173.167725
	Iteration 92Q: 3 clusters Score -2252428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2252425.000000 Penalty: 3173.167725
	Iteration 93Q: 3 clusters Score -2252425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2252422.250000 Penalty: 3173.167725
	Iteration 94Q: 3 clusters Score -2252422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2252423.000000 Penalty: 3173.167725
	Iteration 95Q: 3 clusters Score -2252423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2252426.500000 Penalty: 3173.167725
	Iteration 96Q: 3 clusters Score -2252426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2252429.500000 Penalty: 3173.167725
	Iteration 97Q: 3 clusters Score -2252430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2252434.000000 Penalty: 3173.167725
	Iteration 98Q: 3 clusters Score -2252434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2252447.250000 Penalty: 3173.167725
	Iteration 99Q: 3 clusters Score -2252447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2252453.500000 Penalty: 3173.167725
	Iteration 100F: 3 clusters Score -2252454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2252453.250000 Penalty: 3173.167725
	Iteration 101Q: 3 clusters Score -2252453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2252451.750000 Penalty: 3173.167725
	Iteration 102Q: 3 clusters Score -2252452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2252449.000000 Penalty: 3173.167725
	Iteration 103Q: 3 clusters Score -2252449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2252449.500000 Penalty: 3173.167725
	Iteration 104Q: 3 clusters Score -2252450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2252451.750000 Penalty: 3173.167725
	Iteration 105Q: 3 clusters Score -2252452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2252444.500000 Penalty: 3173.167725
	Iteration 106Q: 3 clusters Score -2252444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2252449.250000 Penalty: 3173.167725
	Iteration 107Q: 3 clusters Score -2252449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2252446.500000 Penalty: 3173.167725
	Iteration 108Q: 3 clusters Score -2252446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2252447.500000 Penalty: 3173.167725
	Iteration 109Q: 3 clusters Score -2252448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2252447.500000 Penalty: 3173.167725
	Iteration 110Q: 3 clusters Score -2252448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2252446.500000 Penalty: 3173.167725
	Iteration 111Q: 3 clusters Score -2252446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2252452.250000 Penalty: 3173.167725
	Iteration 112Q: 3 clusters Score -2252452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2252452.000000 Penalty: 3173.167725
	Iteration 113Q: 3 clusters Score -2252452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2252455.750000 Penalty: 3173.167725
	Iteration 114Q: 3 clusters Score -2252456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2252453.000000 Penalty: 3173.167725
	Iteration 115Q: 3 clusters Score -2252453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2252453.500000 Penalty: 3173.167725
	Iteration 116Q: 3 clusters Score -2252454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2252452.500000 Penalty: 3173.167725
	Iteration 117Q: 3 clusters Score -2252452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2252458.750000 Penalty: 3173.167725
	Iteration 118Q: 3 clusters Score -2252459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2252459.500000 Penalty: 3173.167725
	Iteration 119Q: 3 clusters Score -2252460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2252461.500000 Penalty: 3173.167725
	Iteration 120F: 3 clusters Score -2252462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2252458.500000 Penalty: 3173.167725
	Iteration 121Q: 3 clusters Score -2252458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2252460.750000 Penalty: 3173.167725
	Iteration 122Q: 3 clusters Score -2252461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2252460.250000 Penalty: 3173.167725
	Iteration 123Q: 3 clusters Score -2252460 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2252460.250000 Penalty: 3173.167725
	Iteration 124F: 3 clusters Score -2252460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51901 members 
Entering Unmasked Estep 
Score: -6652573.500000 Penalty: 1764.277710
	Iteration 0F: 2 clusters Score -6652574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25850 members 
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Entering Unmasked Estep 
Score: -6617874.000000 Penalty: 3528.555420
	Iteration 0F: 3 clusters Score -6617874 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -6631854.500000 Penalty: 3528.555420
	Iteration 1F: 3 clusters Score -6631854 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -6632507.500000 Penalty: 3528.555420
	Iteration 2Q: 3 clusters Score -6632508 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -6633338.000000 Penalty: 3528.555420
	Iteration 3Q: 3 clusters Score -6633338 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6634560.000000 Penalty: 3528.555420
	Iteration 4Q: 3 clusters Score -6634560 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6636301.500000 Penalty: 3528.555420
	Iteration 5F: 3 clusters Score -6636302 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -6638812.000000 Penalty: 3528.555420
	Iteration 6F: 3 clusters Score -6638812 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -6641685.500000 Penalty: 3528.555420
	Iteration 7F: 3 clusters Score -6641686 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -6644353.000000 Penalty: 3528.555420
	Iteration 8F: 3 clusters Score -6644353 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -6646351.500000 Penalty: 3528.555420
	Iteration 9Q: 3 clusters Score -6646352 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -6647725.000000 Penalty: 3528.555420
	Iteration 10Q: 3 clusters Score -6647725 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6648541.000000 Penalty: 3528.555420
	Iteration 11Q: 3 clusters Score -6648541 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -6649127.500000 Penalty: 3528.555420
	Iteration 12Q: 3 clusters Score -6649128 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -6649476.000000 Penalty: 3528.555420
	Iteration 13Q: 3 clusters Score -6649476 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -6649716.500000 Penalty: 3528.555420
	Iteration 14Q: 3 clusters Score -6649716 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -6649917.500000 Penalty: 3528.555420
	Iteration 15Q: 3 clusters Score -6649918 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -6650125.500000 Penalty: 3528.555420
	Iteration 16Q: 3 clusters Score -6650126 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6650322.000000 Penalty: 3528.555420
	Iteration 17Q: 3 clusters Score -6650322 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -6650508.000000 Penalty: 3528.555420
	Iteration 18Q: 3 clusters Score -6650508 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6650742.500000 Penalty: 3528.555420
	Iteration 19Q: 3 clusters Score -6650742 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -6650981.000000 Penalty: 3528.555420
	Iteration 20F: 3 clusters Score -6650981 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -6651179.000000 Penalty: 3528.555420
	Iteration 21Q: 3 clusters Score -6651179 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -6651298.000000 Penalty: 3528.555420
	Iteration 22Q: 3 clusters Score -6651298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6651375.500000 Penalty: 3528.555420
	Iteration 23Q: 3 clusters Score -6651376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -6651425.500000 Penalty: 3528.555420
	Iteration 24Q: 3 clusters Score -6651426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -6651448.500000 Penalty: 3528.555420
	Iteration 25Q: 3 clusters Score -6651448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6651479.000000 Penalty: 3528.555420
	Iteration 26Q: 3 clusters Score -6651479 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -6651493.500000 Penalty: 3528.555420
	Iteration 27Q: 3 clusters Score -6651494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6651523.500000 Penalty: 3528.555420
	Iteration 28Q: 3 clusters Score -6651524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6651516.000000 Penalty: 3528.555420
	Iteration 29Q: 3 clusters Score -6651516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -6651526.500000 Penalty: 3528.555420
	Iteration 30Q: 3 clusters Score -6651526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6651544.000000 Penalty: 3528.555420
	Iteration 31Q: 3 clusters Score -6651544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6651546.500000 Penalty: 3528.555420
	Iteration 32Q: 3 clusters Score -6651546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6651548.500000 Penalty: 3528.555420
	Iteration 33Q: 3 clusters Score -6651548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6651543.500000 Penalty: 3528.555420
	Iteration 34Q: 3 clusters Score -6651544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6651549.500000 Penalty: 3528.555420
	Iteration 35Q: 3 clusters Score -6651550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6651548.000000 Penalty: 3528.555420
	Iteration 36Q: 3 clusters Score -6651548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -6651552.500000 Penalty: 3528.555420
	Iteration 37Q: 3 clusters Score -6651552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6651559.000000 Penalty: 3528.555420
	Iteration 38Q: 3 clusters Score -6651559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6651559.000000 Penalty: 3528.555420
	Iteration 39Q: 3 clusters Score -6651559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -6651549.500000 Penalty: 3528.555420
	Iteration 40F: 3 clusters Score -6651550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -6651554.000000 Penalty: 3528.555420
	Iteration 41Q: 3 clusters Score -6651554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -6651555.000000 Penalty: 3528.555420
	Iteration 42Q: 3 clusters Score -6651555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -6651564.500000 Penalty: 3528.555420
	Iteration 43Q: 3 clusters Score -6651564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -6651572.000000 Penalty: 3528.555420
	Iteration 44Q: 3 clusters Score -6651572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6651567.000000 Penalty: 3528.555420
	Iteration 45Q: 3 clusters Score -6651567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -6651556.500000 Penalty: 3528.555420
	Iteration 46Q: 3 clusters Score -6651556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6651561.500000 Penalty: 3528.555420
	Iteration 47Q: 3 clusters Score -6651562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6651558.500000 Penalty: 3528.555420
	Iteration 48Q: 3 clusters Score -6651558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6651561.500000 Penalty: 3528.555420
	Iteration 49Q: 3 clusters Score -6651562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6651572.000000 Penalty: 3528.555420
	Iteration 50Q: 3 clusters Score -6651572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -6651574.000000 Penalty: 3528.555420
	Iteration 51Q: 3 clusters Score -6651574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6651574.500000 Penalty: 3528.555420
	Iteration 52Q: 3 clusters Score -6651574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6651574.500000 Penalty: 3528.555420
	Iteration 53Q: 3 clusters Score -6651574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6651584.500000 Penalty: 3528.555420
	Iteration 54Q: 3 clusters Score -6651584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -6651579.500000 Penalty: 3528.555420
	Iteration 55Q: 3 clusters Score -6651580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -6651586.000000 Penalty: 3528.555420
	Iteration 56Q: 3 clusters Score -6651586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -6651588.500000 Penalty: 3528.555420
	Iteration 57Q: 3 clusters Score -6651588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6651588.000000 Penalty: 3528.555420
	Iteration 58Q: 3 clusters Score -6651588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6651591.000000 Penalty: 3528.555420
	Iteration 59Q: 3 clusters Score -6651591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 50613 members 
Entering Unmasked Estep 
Score: -6651584.000000 Penalty: 3528.555420
	Iteration 60F: 3 clusters Score -6651584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6651595.000000 Penalty: 3528.555420
	Iteration 61Q: 3 clusters Score -6651595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6651598.000000 Penalty: 3528.555420
	Iteration 62Q: 3 clusters Score -6651598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -6651601.000000 Penalty: 3528.555420
	Iteration 63Q: 3 clusters Score -6651601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -6651601.000000 Penalty: 3528.555420
	Iteration 64F: 3 clusters Score -6651601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -1060753.750000 Penalty: 1471.982544
	Iteration 0F: 2 clusters Score -1060754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1054466.375000 Penalty: 2943.965088
	Iteration 0F: 3 clusters Score -1054466 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1056600.500000 Penalty: 2943.965088
	Iteration 1F: 3 clusters Score -1056600 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1056880.250000 Penalty: 2943.965088
	Iteration 2F: 3 clusters Score -1056880 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1057170.875000 Penalty: 2943.965088
	Iteration 3F: 3 clusters Score -1057171 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1057456.375000 Penalty: 2943.965088
	Iteration 4F: 3 clusters Score -1057456 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1057781.125000 Penalty: 2943.965088
	Iteration 5F: 3 clusters Score -1057781 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1058110.000000 Penalty: 2943.965088
	Iteration 6F: 3 clusters Score -1058110 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1058439.875000 Penalty: 2943.965088
	Iteration 7F: 3 clusters Score -1058440 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1058767.875000 Penalty: 2943.965088
	Iteration 8Q: 3 clusters Score -1058768 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1059051.875000 Penalty: 2943.965088
	Iteration 9Q: 3 clusters Score -1059052 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1059268.625000 Penalty: 2943.965088
	Iteration 10Q: 3 clusters Score -1059269 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1059413.750000 Penalty: 2943.965088
	Iteration 11Q: 3 clusters Score -1059414 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1059524.625000 Penalty: 2943.965088
	Iteration 12Q: 3 clusters Score -1059525 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1059621.625000 Penalty: 2943.965088
	Iteration 13Q: 3 clusters Score -1059622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1059699.750000 Penalty: 2943.965088
	Iteration 14Q: 3 clusters Score -1059700 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1059764.000000 Penalty: 2943.965088
	Iteration 15Q: 3 clusters Score -1059764 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1059804.000000 Penalty: 2943.965088
	Iteration 16Q: 3 clusters Score -1059804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1059832.000000 Penalty: 2943.965088
	Iteration 17Q: 3 clusters Score -1059832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1059852.125000 Penalty: 2943.965088
	Iteration 18Q: 3 clusters Score -1059852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1059870.250000 Penalty: 2943.965088
	Iteration 19Q: 3 clusters Score -1059870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1059883.125000 Penalty: 2943.965088
	Iteration 20F: 3 clusters Score -1059883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1059894.375000 Penalty: 2943.965088
	Iteration 21Q: 3 clusters Score -1059894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1059902.750000 Penalty: 2943.965088
	Iteration 22Q: 3 clusters Score -1059903 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1059919.125000 Penalty: 2943.965088
	Iteration 23Q: 3 clusters Score -1059919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1059928.000000 Penalty: 2943.965088
	Iteration 24Q: 3 clusters Score -1059928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1059940.625000 Penalty: 2943.965088
	Iteration 25Q: 3 clusters Score -1059941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1059940.500000 Penalty: 2943.965088
	Iteration 26Q: 3 clusters Score -1059940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1059944.500000 Penalty: 2943.965088
	Iteration 27Q: 3 clusters Score -1059944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1059947.000000 Penalty: 2943.965088
	Iteration 28Q: 3 clusters Score -1059947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1059947.125000 Penalty: 2943.965088
	Iteration 29Q: 3 clusters Score -1059947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1059946.500000 Penalty: 2943.965088
	Iteration 30Q: 3 clusters Score -1059946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1059948.750000 Penalty: 2943.965088
	Iteration 31Q: 3 clusters Score -1059949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1059948.375000 Penalty: 2943.965088
	Iteration 32Q: 3 clusters Score -1059948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1059947.875000 Penalty: 2943.965088
	Iteration 33Q: 3 clusters Score -1059948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1059947.875000 Penalty: 2943.965088
	Iteration 34F: 3 clusters Score -1059948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -476358.843750 Penalty: 1351.080688
	Iteration 0F: 2 clusters Score -476358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -472974.125000 Penalty: 2702.161377
	Iteration 0F: 3 clusters Score -472974.1 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -474119.218750 Penalty: 2702.161377
	Iteration 1F: 3 clusters Score -474119.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -474579.843750 Penalty: 2702.161377
	Iteration 2F: 3 clusters Score -474579.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474923.156250 Penalty: 2702.161377
	Iteration 3F: 3 clusters Score -474923.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -475132.812500 Penalty: 2702.161377
	Iteration 4F: 3 clusters Score -475132.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -475240.718750 Penalty: 2702.161377
	Iteration 5Q: 3 clusters Score -475240.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -475324.843750 Penalty: 2702.161377
	Iteration 6Q: 3 clusters Score -475324.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -475391.687500 Penalty: 2702.161377
	Iteration 7Q: 3 clusters Score -475391.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -475435.218750 Penalty: 2702.161377
	Iteration 8Q: 3 clusters Score -475435.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -475459.031250 Penalty: 2702.161377
	Iteration 9Q: 3 clusters Score -475459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -475481.375000 Penalty: 2702.161377
	Iteration 10Q: 3 clusters Score -475481.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -475503.250000 Penalty: 2702.161377
	Iteration 11Q: 3 clusters Score -475503.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -475518.187500 Penalty: 2702.161377
	Iteration 12Q: 3 clusters Score -475518.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -475528.375000 Penalty: 2702.161377
	Iteration 13Q: 3 clusters Score -475528.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -475539.656250 Penalty: 2702.161377
	Iteration 14Q: 3 clusters Score -475539.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -475544.500000 Penalty: 2702.161377
	Iteration 15Q: 3 clusters Score -475544.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -475550.250000 Penalty: 2702.161377
	Iteration 16Q: 3 clusters Score -475550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -475556.875000 Penalty: 2702.161377
	Iteration 17Q: 3 clusters Score -475556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -475561.750000 Penalty: 2702.161377
	Iteration 18Q: 3 clusters Score -475561.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -475565.375000 Penalty: 2702.161377
	Iteration 19Q: 3 clusters Score -475565.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -475570.125000 Penalty: 2702.161377
	Iteration 20F: 3 clusters Score -475570.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -475571.812500 Penalty: 2702.161377
	Iteration 21Q: 3 clusters Score -475571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -475573.031250 Penalty: 2702.161377
	Iteration 22Q: 3 clusters Score -475573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -475578.531250 Penalty: 2702.161377
	Iteration 23Q: 3 clusters Score -475578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -475582.593750 Penalty: 2702.161377
	Iteration 24Q: 3 clusters Score -475582.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -475584.781250 Penalty: 2702.161377
	Iteration 25Q: 3 clusters Score -475584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -475586.781250 Penalty: 2702.161377
	Iteration 26Q: 3 clusters Score -475586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -475588.281250 Penalty: 2702.161377
	Iteration 27Q: 3 clusters Score -475588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -475591.343750 Penalty: 2702.161377
	Iteration 28Q: 3 clusters Score -475591.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -475595.187500 Penalty: 2702.161377
	Iteration 29Q: 3 clusters Score -475595.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -475599.750000 Penalty: 2702.161377
	Iteration 30Q: 3 clusters Score -475599.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -475605.250000 Penalty: 2702.161377
	Iteration 31Q: 3 clusters Score -475605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -475611.625000 Penalty: 2702.161377
	Iteration 32Q: 3 clusters Score -475611.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -475620.312500 Penalty: 2702.161377
	Iteration 33Q: 3 clusters Score -475620.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -475627.656250 Penalty: 2702.161377
	Iteration 34Q: 3 clusters Score -475627.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -475631.625000 Penalty: 2702.161377
	Iteration 35Q: 3 clusters Score -475631.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -475633.500000 Penalty: 2702.161377
	Iteration 36Q: 3 clusters Score -475633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -475636.468750 Penalty: 2702.161377
	Iteration 37Q: 3 clusters Score -475636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -475639.531250 Penalty: 2702.161377
	Iteration 38Q: 3 clusters Score -475639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -475643.687500 Penalty: 2702.161377
	Iteration 39Q: 3 clusters Score -475643.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -475646.406250 Penalty: 2702.161377
	Iteration 40F: 3 clusters Score -475646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -475647.187500 Penalty: 2702.161377
	Iteration 41Q: 3 clusters Score -475647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -475648.750000 Penalty: 2702.161377
	Iteration 42Q: 3 clusters Score -475648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -475650.218750 Penalty: 2702.161377
	Iteration 43Q: 3 clusters Score -475650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -475650.781250 Penalty: 2702.161377
	Iteration 44Q: 3 clusters Score -475650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -475651.187500 Penalty: 2702.161377
	Iteration 45Q: 3 clusters Score -475651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -475651.843750 Penalty: 2702.161377
	Iteration 46Q: 3 clusters Score -475651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -475652.531250 Penalty: 2702.161377
	Iteration 47Q: 3 clusters Score -475652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -475653.031250 Penalty: 2702.161377
	Iteration 48Q: 3 clusters Score -475653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -475653.031250 Penalty: 2702.161377
	Iteration 49F: 3 clusters Score -475653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -223075.562500 Penalty: 1222.302124
	Iteration 0F: 2 clusters Score -223075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -221052.656250 Penalty: 2444.604248
	Iteration 0F: 3 clusters Score -221052.7 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -221456.781250 Penalty: 2444.604248
	Iteration 1F: 3 clusters Score -221456.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -221555.984375 Penalty: 2444.604248
	Iteration 2F: 3 clusters Score -221556 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221634.609375 Penalty: 2444.604248
	Iteration 3F: 3 clusters Score -221634.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221694.453125 Penalty: 2444.604248
	Iteration 4Q: 3 clusters Score -221694.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -221735.609375 Penalty: 2444.604248
	Iteration 5Q: 3 clusters Score -221735.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -221760.531250 Penalty: 2444.604248
	Iteration 6Q: 3 clusters Score -221760.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -221789.718750 Penalty: 2444.604248
	Iteration 7Q: 3 clusters Score -221789.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -221806.000000 Penalty: 2444.604248
	Iteration 8Q: 3 clusters Score -221806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -221821.812500 Penalty: 2444.604248
	Iteration 9Q: 3 clusters Score -221821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -221835.843750 Penalty: 2444.604248
	Iteration 10Q: 3 clusters Score -221835.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -221852.000000 Penalty: 2444.604248
	Iteration 11Q: 3 clusters Score -221852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -221863.843750 Penalty: 2444.604248
	Iteration 12Q: 3 clusters Score -221863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -221878.375000 Penalty: 2444.604248
	Iteration 13Q: 3 clusters Score -221878.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -221887.593750 Penalty: 2444.604248
	Iteration 14Q: 3 clusters Score -221887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -221891.593750 Penalty: 2444.604248
	Iteration 15Q: 3 clusters Score -221891.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -221894.468750 Penalty: 2444.604248
	Iteration 16Q: 3 clusters Score -221894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -221900.890625 Penalty: 2444.604248
	Iteration 17Q: 3 clusters Score -221900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -221904.718750 Penalty: 2444.604248
	Iteration 18Q: 3 clusters Score -221904.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -221912.546875 Penalty: 2444.604248
	Iteration 19Q: 3 clusters Score -221912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -221917.234375 Penalty: 2444.604248
	Iteration 20F: 3 clusters Score -221917.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -221923.093750 Penalty: 2444.604248
	Iteration 21Q: 3 clusters Score -221923.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -221930.296875 Penalty: 2444.604248
	Iteration 22Q: 3 clusters Score -221930.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -221936.187500 Penalty: 2444.604248
	Iteration 23Q: 3 clusters Score -221936.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -221944.015625 Penalty: 2444.604248
	Iteration 24Q: 3 clusters Score -221944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -221949.765625 Penalty: 2444.604248
	Iteration 25Q: 3 clusters Score -221949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -221954.171875 Penalty: 2444.604248
	Iteration 26Q: 3 clusters Score -221954.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -221960.937500 Penalty: 2444.604248
	Iteration 27Q: 3 clusters Score -221960.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221971.156250 Penalty: 2444.604248
	Iteration 28Q: 3 clusters Score -221971.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -221983.515625 Penalty: 2444.604248
	Iteration 29Q: 3 clusters Score -221983.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -221995.375000 Penalty: 2444.604248
	Iteration 30Q: 3 clusters Score -221995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -222004.656250 Penalty: 2444.604248
	Iteration 31Q: 3 clusters Score -222004.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -222015.218750 Penalty: 2444.604248
	Iteration 32Q: 3 clusters Score -222015.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -222028.468750 Penalty: 2444.604248
	Iteration 33Q: 3 clusters Score -222028.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -222034.140625 Penalty: 2444.604248
	Iteration 34Q: 3 clusters Score -222034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -222037.656250 Penalty: 2444.604248
	Iteration 35Q: 3 clusters Score -222037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -222039.437500 Penalty: 2444.604248
	Iteration 36Q: 3 clusters Score -222039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -222043.406250 Penalty: 2444.604248
	Iteration 37Q: 3 clusters Score -222043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -222047.437500 Penalty: 2444.604248
	Iteration 38Q: 3 clusters Score -222047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -222053.343750 Penalty: 2444.604248
	Iteration 39Q: 3 clusters Score -222053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -222058.687500 Penalty: 2444.604248
	Iteration 40F: 3 clusters Score -222058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -222064.609375 Penalty: 2444.604248
	Iteration 41Q: 3 clusters Score -222064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -222072.046875 Penalty: 2444.604248
	Iteration 42Q: 3 clusters Score -222072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -222077.156250 Penalty: 2444.604248
	Iteration 43Q: 3 clusters Score -222077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -222081.125000 Penalty: 2444.604248
	Iteration 44Q: 3 clusters Score -222081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -222084.390625 Penalty: 2444.604248
	Iteration 45Q: 3 clusters Score -222084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -222090.671875 Penalty: 2444.604248
	Iteration 46Q: 3 clusters Score -222090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -222094.890625 Penalty: 2444.604248
	Iteration 47Q: 3 clusters Score -222094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -222100.156250 Penalty: 2444.604248
	Iteration 48Q: 3 clusters Score -222100.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -222105.906250 Penalty: 2444.604248
	Iteration 49Q: 3 clusters Score -222105.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -222115.671875 Penalty: 2444.604248
	Iteration 50Q: 3 clusters Score -222115.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -222122.187500 Penalty: 2444.604248
	Iteration 51Q: 3 clusters Score -222122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -222123.640625 Penalty: 2444.604248
	Iteration 52Q: 3 clusters Score -222123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -222124.875000 Penalty: 2444.604248
	Iteration 53Q: 3 clusters Score -222124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -222124.828125 Penalty: 2444.604248
	Iteration 54Q: 3 clusters Score -222124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -222125.750000 Penalty: 2444.604248
	Iteration 55Q: 3 clusters Score -222125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -222126.781250 Penalty: 2444.604248
	Iteration 56Q: 3 clusters Score -222126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -222128.468750 Penalty: 2444.604248
	Iteration 57Q: 3 clusters Score -222128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -222128.359375 Penalty: 2444.604248
	Iteration 58Q: 3 clusters Score -222128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -222128.359375 Penalty: 2444.604248
	Iteration 59F: 3 clusters Score -222128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (102012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102012 members 
Entering Unmasked Estep 
Score: -13097431.000000 Penalty: 1874.087402
	Iteration 0F: 2 clusters Score -1.309743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -13030786.000000 Penalty: 3748.174805
	Iteration 0F: 3 clusters Score -1.303079e+07 nChanged 48896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -13058931.000000 Penalty: 3748.174805
	Iteration 1F: 3 clusters Score -1.305893e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -13059645.000000 Penalty: 3748.174805
	Iteration 2Q: 3 clusters Score -1.305964e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -13060539.000000 Penalty: 3748.174805
	Iteration 3Q: 3 clusters Score -1.306054e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -13061621.000000 Penalty: 3748.174805
	Iteration 4Q: 3 clusters Score -1.306162e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -13063304.000000 Penalty: 3748.174805
	Iteration 5Q: 3 clusters Score -1.30633e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 63702 members 
Entering Unmasked Estep 
Score: -13065984.000000 Penalty: 3748.174805
	Iteration 6F: 3 clusters Score -1.306598e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -13070330.000000 Penalty: 3748.174805
	Iteration 7F: 3 clusters Score -1.307033e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -13076328.000000 Penalty: 3748.174805
	Iteration 8F: 3 clusters Score -1.307633e+07 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -13082733.000000 Penalty: 3748.174805
	Iteration 9F: 3 clusters Score -1.308273e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 88067 members 
Entering Unmasked Estep 
Score: -13087670.000000 Penalty: 3748.174805
	Iteration 10F: 3 clusters Score -1.308767e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -13090896.000000 Penalty: 3748.174805
	Iteration 11Q: 3 clusters Score -1.30909e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -13092814.000000 Penalty: 3748.174805
	Iteration 12Q: 3 clusters Score -1.309281e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 94298 members 
Entering Unmasked Estep 
Score: -13093816.000000 Penalty: 3748.174805
	Iteration 13Q: 3 clusters Score -1.309382e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -13094390.000000 Penalty: 3748.174805
	Iteration 14Q: 3 clusters Score -1.309439e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 95619 members 
Entering Unmasked Estep 
Score: -13094657.000000 Penalty: 3748.174805
	Iteration 15Q: 3 clusters Score -1.309466e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -13094881.000000 Penalty: 3748.174805
	Iteration 16Q: 3 clusters Score -1.309488e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 96447 members 
Entering Unmasked Estep 
Score: -13095008.000000 Penalty: 3748.174805
	Iteration 17Q: 3 clusters Score -1.309501e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -13095103.000000 Penalty: 3748.174805
	Iteration 18Q: 3 clusters Score -1.30951e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -13095225.000000 Penalty: 3748.174805
	Iteration 19Q: 3 clusters Score -1.309522e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 97331 members 
Entering Unmasked Estep 
Score: -13095297.000000 Penalty: 3748.174805
	Iteration 20F: 3 clusters Score -1.30953e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -13095374.000000 Penalty: 3748.174805
	Iteration 21Q: 3 clusters Score -1.309537e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 97775 members 
Entering Unmasked Estep 
Score: -13095441.000000 Penalty: 3748.174805
	Iteration 22Q: 3 clusters Score -1.309544e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -13095471.000000 Penalty: 3748.174805
	Iteration 23Q: 3 clusters Score -1.309547e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -13095543.000000 Penalty: 3748.174805
	Iteration 24Q: 3 clusters Score -1.309554e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -13095611.000000 Penalty: 3748.174805
	Iteration 25Q: 3 clusters Score -1.309561e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
Score: -13095650.000000 Penalty: 3748.174805
	Iteration 26Q: 3 clusters Score -1.309565e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 98558 members 
Entering Unmasked Estep 
Score: -13095676.000000 Penalty: 3748.174805
	Iteration 27Q: 3 clusters Score -1.309568e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 98684 members 
Entering Unmasked Estep 
Score: -13095752.000000 Penalty: 3748.174805
	Iteration 28Q: 3 clusters Score -1.309575e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 98835 members 
Entering Unmasked Estep 
Score: -13095812.000000 Penalty: 3748.174805
	Iteration 29Q: 3 clusters Score -1.309581e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 98967 members 
Entering Unmasked Estep 
Score: -13095826.000000 Penalty: 3748.174805
	Iteration 30Q: 3 clusters Score -1.309583e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -13095869.000000 Penalty: 3748.174805
	Iteration 31Q: 3 clusters Score -1.309587e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -13095898.000000 Penalty: 3748.174805
	Iteration 32Q: 3 clusters Score -1.30959e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -13095927.000000 Penalty: 3748.174805
	Iteration 33Q: 3 clusters Score -1.309593e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -13095940.000000 Penalty: 3748.174805
	Iteration 34Q: 3 clusters Score -1.309594e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 99417 members 
Entering Unmasked Estep 
Score: -13096010.000000 Penalty: 3748.174805
	Iteration 35Q: 3 clusters Score -1.309601e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -13096024.000000 Penalty: 3748.174805
	Iteration 36Q: 3 clusters Score -1.309602e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 99531 members 
Entering Unmasked Estep 
Score: -13096029.000000 Penalty: 3748.174805
	Iteration 37Q: 3 clusters Score -1.309603e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -13096065.000000 Penalty: 3748.174805
	Iteration 38Q: 3 clusters Score -1.309606e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 99597 members 
Entering Unmasked Estep 
Score: -13096115.000000 Penalty: 3748.174805
	Iteration 39Q: 3 clusters Score -1.309612e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 99624 members 
Entering Unmasked Estep 
Score: -13096161.000000 Penalty: 3748.174805
	Iteration 40F: 3 clusters Score -1.309616e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -13096201.000000 Penalty: 3748.174805
	Iteration 41Q: 3 clusters Score -1.30962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 99630 members 
Entering Unmasked Estep 
Score: -13096228.000000 Penalty: 3748.174805
	Iteration 42Q: 3 clusters Score -1.309623e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -13096236.000000 Penalty: 3748.174805
	Iteration 43Q: 3 clusters Score -1.309624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -13096260.000000 Penalty: 3748.174805
	Iteration 44Q: 3 clusters Score -1.309626e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 99657 members 
Entering Unmasked Estep 
Score: -13096248.000000 Penalty: 3748.174805
	Iteration 45Q: 3 clusters Score -1.309625e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 99663 members 
Entering Unmasked Estep 
Score: -13096253.000000 Penalty: 3748.174805
	Iteration 46Q: 3 clusters Score -1.309625e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 99670 members 
Entering Unmasked Estep 
Score: -13096281.000000 Penalty: 3748.174805
	Iteration 47Q: 3 clusters Score -1.309628e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -13096316.000000 Penalty: 3748.174805
	Iteration 48Q: 3 clusters Score -1.309632e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -13096328.000000 Penalty: 3748.174805
	Iteration 49Q: 3 clusters Score -1.309633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 99687 members 
Entering Unmasked Estep 
Score: -13096309.000000 Penalty: 3748.174805
	Iteration 50Q: 3 clusters Score -1.309631e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -13096317.000000 Penalty: 3748.174805
	Iteration 51Q: 3 clusters Score -1.309632e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 99680 members 
Entering Unmasked Estep 
Score: -13096327.000000 Penalty: 3748.174805
	Iteration 52Q: 3 clusters Score -1.309633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -13096343.000000 Penalty: 3748.174805
	Iteration 53Q: 3 clusters Score -1.309634e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -13096350.000000 Penalty: 3748.174805
	Iteration 54Q: 3 clusters Score -1.309635e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -13096355.000000 Penalty: 3748.174805
	Iteration 55Q: 3 clusters Score -1.309636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 99689 members 
Entering Unmasked Estep 
Score: -13096365.000000 Penalty: 3748.174805
	Iteration 56Q: 3 clusters Score -1.309636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 99698 members 
Entering Unmasked Estep 
Score: -13096372.000000 Penalty: 3748.174805
	Iteration 57Q: 3 clusters Score -1.309637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -13096401.000000 Penalty: 3748.174805
	Iteration 58Q: 3 clusters Score -1.30964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -13096420.000000 Penalty: 3748.174805
	Iteration 59Q: 3 clusters Score -1.309642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -13096420.000000 Penalty: 3748.174805
	Iteration 60F: 3 clusters Score -1.309642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -13096439.000000 Penalty: 3748.174805
	Iteration 61Q: 3 clusters Score -1.309644e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -13096428.000000 Penalty: 3748.174805
	Iteration 62Q: 3 clusters Score -1.309643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -13096431.000000 Penalty: 3748.174805
	Iteration 63Q: 3 clusters Score -1.309643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -13096453.000000 Penalty: 3748.174805
	Iteration 64Q: 3 clusters Score -1.309645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -13096440.000000 Penalty: 3748.174805
	Iteration 65Q: 3 clusters Score -1.309644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -13096443.000000 Penalty: 3748.174805
	Iteration 66Q: 3 clusters Score -1.309644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 99724 members 
Entering Unmasked Estep 
Score: -13096451.000000 Penalty: 3748.174805
	Iteration 67Q: 3 clusters Score -1.309645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -13096437.000000 Penalty: 3748.174805
	Iteration 68Q: 3 clusters Score -1.309644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 99731 members 
Entering Unmasked Estep 
Score: -13096437.000000 Penalty: 3748.174805
	Iteration 69Q: 3 clusters Score -1.309644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -13096452.000000 Penalty: 3748.174805
	Iteration 70Q: 3 clusters Score -1.309645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -13096462.000000 Penalty: 3748.174805
	Iteration 71Q: 3 clusters Score -1.309646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 99747 members 
Entering Unmasked Estep 
Score: -13096481.000000 Penalty: 3748.174805
	Iteration 72Q: 3 clusters Score -1.309648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 99753 members 
Entering Unmasked Estep 
Score: -13096469.000000 Penalty: 3748.174805
	Iteration 73Q: 3 clusters Score -1.309647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -13096482.000000 Penalty: 3748.174805
	Iteration 74Q: 3 clusters Score -1.309648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 99765 members 
Entering Unmasked Estep 
Score: -13096485.000000 Penalty: 3748.174805
	Iteration 75Q: 3 clusters Score -1.309648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -13096481.000000 Penalty: 3748.174805
	Iteration 76Q: 3 clusters Score -1.309648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -13096499.000000 Penalty: 3748.174805
	Iteration 77Q: 3 clusters Score -1.30965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -13096496.000000 Penalty: 3748.174805
	Iteration 78Q: 3 clusters Score -1.30965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -13096503.000000 Penalty: 3748.174805
	Iteration 79Q: 3 clusters Score -1.30965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -13096493.000000 Penalty: 3748.174805
	Iteration 80F: 3 clusters Score -1.309649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -13096487.000000 Penalty: 3748.174805
	Iteration 81Q: 3 clusters Score -1.309649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -13096483.000000 Penalty: 3748.174805
	Iteration 82Q: 3 clusters Score -1.309648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -13096485.000000 Penalty: 3748.174805
	Iteration 83Q: 3 clusters Score -1.309648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -13096481.000000 Penalty: 3748.174805
	Iteration 84Q: 3 clusters Score -1.309648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -13096476.000000 Penalty: 3748.174805
	Iteration 85Q: 3 clusters Score -1.309648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 99774 members 
Entering Unmasked Estep 
Score: -13096481.000000 Penalty: 3748.174805
	Iteration 86Q: 3 clusters Score -1.309648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -13096496.000000 Penalty: 3748.174805
	Iteration 87Q: 3 clusters Score -1.30965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -13096487.000000 Penalty: 3748.174805
	Iteration 88Q: 3 clusters Score -1.309649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -13096492.000000 Penalty: 3748.174805
	Iteration 89Q: 3 clusters Score -1.309649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -13096501.000000 Penalty: 3748.174805
	Iteration 90Q: 3 clusters Score -1.30965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -13096494.000000 Penalty: 3748.174805
	Iteration 91Q: 3 clusters Score -1.309649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -13096485.000000 Penalty: 3748.174805
	Iteration 92Q: 3 clusters Score -1.309648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -13096486.000000 Penalty: 3748.174805
	Iteration 93Q: 3 clusters Score -1.309649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -13096487.000000 Penalty: 3748.174805
	Iteration 94Q: 3 clusters Score -1.309649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 99787 members 
Entering Unmasked Estep 
Score: -13096493.000000 Penalty: 3748.174805
	Iteration 95Q: 3 clusters Score -1.309649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -13096485.000000 Penalty: 3748.174805
	Iteration 96Q: 3 clusters Score -1.309648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -13096496.000000 Penalty: 3748.174805
	Iteration 97Q: 3 clusters Score -1.30965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -13096504.000000 Penalty: 3748.174805
	Iteration 98Q: 3 clusters Score -1.30965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -13096506.000000 Penalty: 3748.174805
	Iteration 99Q: 3 clusters Score -1.309651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 99784 members 
Entering Unmasked Estep 
Score: -13096499.000000 Penalty: 3748.174805
	Iteration 100F: 3 clusters Score -1.30965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -13096491.000000 Penalty: 3748.174805
	Iteration 101Q: 3 clusters Score -1.309649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -13096502.000000 Penalty: 3748.174805
	Iteration 102Q: 3 clusters Score -1.30965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -13096510.000000 Penalty: 3748.174805
	Iteration 103Q: 3 clusters Score -1.309651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 99780 members 
Entering Unmasked Estep 
Score: -13096507.000000 Penalty: 3748.174805
	Iteration 104Q: 3 clusters Score -1.309651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -13096499.000000 Penalty: 3748.174805
	Iteration 105Q: 3 clusters Score -1.30965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 99782 members 
Entering Unmasked Estep 
Score: -13096510.000000 Penalty: 3748.174805
	Iteration 106Q: 3 clusters Score -1.309651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -13096506.000000 Penalty: 3748.174805
	Iteration 107Q: 3 clusters Score -1.309651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 99791 members 
Entering Unmasked Estep 
Score: -13096509.000000 Penalty: 3748.174805
	Iteration 108Q: 3 clusters Score -1.309651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -13096510.000000 Penalty: 3748.174805
	Iteration 109Q: 3 clusters Score -1.309651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 99798 members 
Entering Unmasked Estep 
Score: -13096509.000000 Penalty: 3748.174805
	Iteration 110Q: 3 clusters Score -1.309651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -13096498.000000 Penalty: 3748.174805
	Iteration 111Q: 3 clusters Score -1.30965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -13096481.000000 Penalty: 3748.174805
	Iteration 112Q: 3 clusters Score -1.309648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 99806 members 
Entering Unmasked Estep 
Score: -13096486.000000 Penalty: 3748.174805
	Iteration 113Q: 3 clusters Score -1.309649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -13096487.000000 Penalty: 3748.174805
	Iteration 114Q: 3 clusters Score -1.309649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -13096492.000000 Penalty: 3748.174805
	Iteration 115Q: 3 clusters Score -1.309649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -13096480.000000 Penalty: 3748.174805
	Iteration 116Q: 3 clusters Score -1.309648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -13096482.000000 Penalty: 3748.174805
	Iteration 117Q: 3 clusters Score -1.309648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -13096478.000000 Penalty: 3748.174805
	Iteration 118Q: 3 clusters Score -1.309648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -13096479.000000 Penalty: 3748.174805
	Iteration 119Q: 3 clusters Score -1.309648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -13096477.000000 Penalty: 3748.174805
	Iteration 120F: 3 clusters Score -1.309648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 99815 members 
Entering Unmasked Estep 
Score: -13096475.000000 Penalty: 3748.174805
	Iteration 121Q: 3 clusters Score -1.309648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -13096480.000000 Penalty: 3748.174805
	Iteration 122Q: 3 clusters Score -1.309648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -13096483.000000 Penalty: 3748.174805
	Iteration 123Q: 3 clusters Score -1.309648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -13096484.000000 Penalty: 3748.174805
	Iteration 124Q: 3 clusters Score -1.309648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 99818 members 
Entering Unmasked Estep 
Score: -13096471.000000 Penalty: 3748.174805
	Iteration 125Q: 3 clusters Score -1.309647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 99819 members 
Entering Unmasked Estep 
Score: -13096475.000000 Penalty: 3748.174805
	Iteration 126Q: 3 clusters Score -1.309648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
Score: -13096488.000000 Penalty: 3748.174805
	Iteration 127Q: 3 clusters Score -1.309649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -13096487.000000 Penalty: 3748.174805
	Iteration 128Q: 3 clusters Score -1.309649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -13096495.000000 Penalty: 3748.174805
	Iteration 129Q: 3 clusters Score -1.30965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -13096503.000000 Penalty: 3748.174805
	Iteration 130Q: 3 clusters Score -1.30965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -13096505.000000 Penalty: 3748.174805
	Iteration 131Q: 3 clusters Score -1.30965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -13096512.000000 Penalty: 3748.174805
	Iteration 132Q: 3 clusters Score -1.309651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -13096513.000000 Penalty: 3748.174805
	Iteration 133Q: 3 clusters Score -1.309651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -13096505.000000 Penalty: 3748.174805
	Iteration 134Q: 3 clusters Score -1.30965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -13096513.000000 Penalty: 3748.174805
	Iteration 135Q: 3 clusters Score -1.309651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 99843 members 
Entering Unmasked Estep 
Score: -13096520.000000 Penalty: 3748.174805
	Iteration 136Q: 3 clusters Score -1.309652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 99850 members 
Entering Unmasked Estep 
Score: -13096529.000000 Penalty: 3748.174805
	Iteration 137Q: 3 clusters Score -1.309653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 99857 members 
Entering Unmasked Estep 
Score: -13096527.000000 Penalty: 3748.174805
	Iteration 138Q: 3 clusters Score -1.309653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -13096521.000000 Penalty: 3748.174805
	Iteration 139Q: 3 clusters Score -1.309652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -13096522.000000 Penalty: 3748.174805
	Iteration 140F: 3 clusters Score -1.309652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -13096515.000000 Penalty: 3748.174805
	Iteration 141Q: 3 clusters Score -1.309652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -13096515.000000 Penalty: 3748.174805
	Iteration 142Q: 3 clusters Score -1.309652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 99866 members 
Entering Unmasked Estep 
Score: -13096511.000000 Penalty: 3748.174805
	Iteration 143Q: 3 clusters Score -1.309651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -13096524.000000 Penalty: 3748.174805
	Iteration 144Q: 3 clusters Score -1.309652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 99867 members 
Entering Unmasked Estep 
Score: -13096534.000000 Penalty: 3748.174805
	Iteration 145Q: 3 clusters Score -1.309653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 99868 members 
Entering Unmasked Estep 
Score: -13096530.000000 Penalty: 3748.174805
	Iteration 146Q: 3 clusters Score -1.309653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -13096534.000000 Penalty: 3748.174805
	Iteration 147Q: 3 clusters Score -1.309653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 99875 members 
Entering Unmasked Estep 
Score: -13096548.000000 Penalty: 3748.174805
	Iteration 148Q: 3 clusters Score -1.309655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -13096529.000000 Penalty: 3748.174805
	Iteration 149Q: 3 clusters Score -1.309653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -13096532.000000 Penalty: 3748.174805
	Iteration 150Q: 3 clusters Score -1.309653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -13096532.000000 Penalty: 3748.174805
	Iteration 151F: 3 clusters Score -1.309653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -28916.515625 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -28916.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28078.833984 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -28078.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28165.552734 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -28165.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28184.765625 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -28184.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28190.429688 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -28190.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28195.798828 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -28195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28201.173828 Penalty: 1781.207642
	Iteration 5Q: 3 clusters Score -28201.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28204.490234 Penalty: 1781.207642
	Iteration 6Q: 3 clusters Score -28204.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28204.490234 Penalty: 1781.207642
	Iteration 7F: 3 clusters Score -28204.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -1099200.375000 Penalty: 1476.570801
	Iteration 0F: 2 clusters Score -1099200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1092799.875000 Penalty: 2953.141602
	Iteration 0F: 3 clusters Score -1092800 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1095209.000000 Penalty: 2953.141602
	Iteration 1F: 3 clusters Score -1095209 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1096230.750000 Penalty: 2953.141602
	Iteration 2F: 3 clusters Score -1096231 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1097638.125000 Penalty: 2953.141602
	Iteration 3F: 3 clusters Score -1097638 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1098793.625000 Penalty: 2953.141602
	Iteration 4F: 3 clusters Score -1098794 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1099756.375000 Penalty: 2953.141602
	Iteration 5F: 3 clusters Score -1099756 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1100515.250000 Penalty: 2953.141602
	Iteration 6F: 3 clusters Score -1100515 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1100982.625000 Penalty: 2953.141602
	Iteration 7F: 3 clusters Score -1100983 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1101256.875000 Penalty: 2953.141602
	Iteration 8Q: 3 clusters Score -1101257 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1101422.375000 Penalty: 2953.141602
	Iteration 9Q: 3 clusters Score -1101422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1101535.750000 Penalty: 2953.141602
	Iteration 10Q: 3 clusters Score -1101536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1101636.625000 Penalty: 2953.141602
	Iteration 11Q: 3 clusters Score -1101637 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1101741.750000 Penalty: 2953.141602
	Iteration 12Q: 3 clusters Score -1101742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1101839.750000 Penalty: 2953.141602
	Iteration 13Q: 3 clusters Score -1101840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1101941.875000 Penalty: 2953.141602
	Iteration 14Q: 3 clusters Score -1101942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1101995.000000 Penalty: 2953.141602
	Iteration 15Q: 3 clusters Score -1101995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1102017.375000 Penalty: 2953.141602
	Iteration 16Q: 3 clusters Score -1102017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1102022.000000 Penalty: 2953.141602
	Iteration 17Q: 3 clusters Score -1102022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1102025.875000 Penalty: 2953.141602
	Iteration 18Q: 3 clusters Score -1102026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1102024.375000 Penalty: 2953.141602
	Iteration 19Q: 3 clusters Score -1102024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1102024.375000 Penalty: 2953.141602
	Iteration 20F: 3 clusters Score -1102024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 102012 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107969 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 15571 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 1084 members 
Entering Unmasked Estep 
Score: -59749060.000000 Penalty: 48874.703125
Splitting cluster 9 changes total score from -59746468.000000 to -59749060.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -85025.703125 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -85025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83876.117188 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -83876.12 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -84670.539062 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -84670.54 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85067.289062 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -85067.29 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85397.882812 Penalty: 2194.867432
	Iteration 3F: 3 clusters Score -85397.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85689.117188 Penalty: 2194.867432
	Iteration 4F: 3 clusters Score -85689.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85855.023438 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -85855.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85961.625000 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -85961.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86061.093750 Penalty: 2194.867432
	Iteration 7Q: 3 clusters Score -86061.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86085.851562 Penalty: 2194.867432
	Iteration 8Q: 3 clusters Score -86085.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86104.218750 Penalty: 2194.867432
	Iteration 9Q: 3 clusters Score -86104.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86113.250000 Penalty: 2194.867432
	Iteration 10Q: 3 clusters Score -86113.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86113.781250 Penalty: 2194.867432
	Iteration 11Q: 3 clusters Score -86113.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86114.929688 Penalty: 2194.867432
	Iteration 12Q: 3 clusters Score -86114.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86115.851562 Penalty: 2194.867432
	Iteration 13F: 3 clusters Score -86115.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86118.796875 Penalty: 2194.867432
	Iteration 14Q: 3 clusters Score -86118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86118.796875 Penalty: 2194.867432
	Iteration 15F: 3 clusters Score -86118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 102012 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 107969 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 15571 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 323 members 
Entering Unmasked Estep 
Score: -59749120.000000 Penalty: 50999.687500
Splitting cluster 10 changes total score from -59746468.000000 to -59749120.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (67730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Entering Unmasked Estep 
Score: -8731250.000000 Penalty: 1807.533691
	Iteration 0F: 2 clusters Score -8731250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -8686030.000000 Penalty: 3615.067383
	Iteration 0F: 3 clusters Score -8686030 nChanged 32010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -8704541.000000 Penalty: 3615.067383
	Iteration 1F: 3 clusters Score -8704541 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -8705409.000000 Penalty: 3615.067383
	Iteration 2Q: 3 clusters Score -8705409 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -8706639.000000 Penalty: 3615.067383
	Iteration 3Q: 3 clusters Score -8706639 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8708320.000000 Penalty: 3615.067383
	Iteration 4F: 3 clusters Score -8708320 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8710807.000000 Penalty: 3615.067383
	Iteration 5F: 3 clusters Score -8710807 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8713897.000000 Penalty: 3615.067383
	Iteration 6F: 3 clusters Score -8713897 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -8717355.000000 Penalty: 3615.067383
	Iteration 7F: 3 clusters Score -8717355 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -8720501.000000 Penalty: 3615.067383
	Iteration 8F: 3 clusters Score -8720501 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -8723055.000000 Penalty: 3615.067383
	Iteration 9Q: 3 clusters Score -8723055 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -8725097.000000 Penalty: 3615.067383
	Iteration 10Q: 3 clusters Score -8725097 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 61523 members 
Entering Unmasked Estep 
Score: -8726517.000000 Penalty: 3615.067383
	Iteration 11Q: 3 clusters Score -8726517 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -8727532.000000 Penalty: 3615.067383
	Iteration 12Q: 3 clusters Score -8727532 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 63571 members 
Entering Unmasked Estep 
Score: -8728139.000000 Penalty: 3615.067383
	Iteration 13Q: 3 clusters Score -8728139 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -8728478.000000 Penalty: 3615.067383
	Iteration 14Q: 3 clusters Score -8728478 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -8728747.000000 Penalty: 3615.067383
	Iteration 15Q: 3 clusters Score -8728747 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -8728929.000000 Penalty: 3615.067383
	Iteration 16Q: 3 clusters Score -8728929 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -8729100.000000 Penalty: 3615.067383
	Iteration 17Q: 3 clusters Score -8729100 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -8729234.000000 Penalty: 3615.067383
	Iteration 18Q: 3 clusters Score -8729234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -8729350.000000 Penalty: 3615.067383
	Iteration 19Q: 3 clusters Score -8729350 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -8729463.000000 Penalty: 3615.067383
	Iteration 20F: 3 clusters Score -8729463 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -8729520.000000 Penalty: 3615.067383
	Iteration 21Q: 3 clusters Score -8729520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -8729547.000000 Penalty: 3615.067383
	Iteration 22Q: 3 clusters Score -8729547 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -8729600.000000 Penalty: 3615.067383
	Iteration 23Q: 3 clusters Score -8729600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -8729606.000000 Penalty: 3615.067383
	Iteration 24Q: 3 clusters Score -8729606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -8729626.000000 Penalty: 3615.067383
	Iteration 25Q: 3 clusters Score -8729626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -8729643.000000 Penalty: 3615.067383
	Iteration 26Q: 3 clusters Score -8729643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -8729649.000000 Penalty: 3615.067383
	Iteration 27Q: 3 clusters Score -8729649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 66698 members 
Entering Unmasked Estep 
Score: -8729669.000000 Penalty: 3615.067383
	Iteration 28Q: 3 clusters Score -8729669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -8729678.000000 Penalty: 3615.067383
	Iteration 29Q: 3 clusters Score -8729678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -8729688.000000 Penalty: 3615.067383
	Iteration 30Q: 3 clusters Score -8729688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -8729705.000000 Penalty: 3615.067383
	Iteration 31Q: 3 clusters Score -8729705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -8729703.000000 Penalty: 3615.067383
	Iteration 32Q: 3 clusters Score -8729703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -8729717.000000 Penalty: 3615.067383
	Iteration 33Q: 3 clusters Score -8729717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -8729718.000000 Penalty: 3615.067383
	Iteration 34Q: 3 clusters Score -8729718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -8729721.000000 Penalty: 3615.067383
	Iteration 35Q: 3 clusters Score -8729721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -8729738.000000 Penalty: 3615.067383
	Iteration 36Q: 3 clusters Score -8729738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -8729739.000000 Penalty: 3615.067383
	Iteration 37Q: 3 clusters Score -8729739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -8729745.000000 Penalty: 3615.067383
	Iteration 38Q: 3 clusters Score -8729745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -8729754.000000 Penalty: 3615.067383
	Iteration 39Q: 3 clusters Score -8729754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 66915 members 
Entering Unmasked Estep 
Score: -8729754.000000 Penalty: 3615.067383
	Iteration 40F: 3 clusters Score -8729754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -8729749.000000 Penalty: 3615.067383
	Iteration 41Q: 3 clusters Score -8729749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -8729759.000000 Penalty: 3615.067383
	Iteration 42Q: 3 clusters Score -8729759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8729762.000000 Penalty: 3615.067383
	Iteration 43Q: 3 clusters Score -8729762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8729775.000000 Penalty: 3615.067383
	Iteration 44Q: 3 clusters Score -8729775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 66966 members 
Entering Unmasked Estep 
Score: -8729787.000000 Penalty: 3615.067383
	Iteration 45Q: 3 clusters Score -8729787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -8729790.000000 Penalty: 3615.067383
	Iteration 46Q: 3 clusters Score -8729790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 66981 members 
Entering Unmasked Estep 
Score: -8729793.000000 Penalty: 3615.067383
	Iteration 47Q: 3 clusters Score -8729793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66989 members 
Entering Unmasked Estep 
Score: -8729788.000000 Penalty: 3615.067383
	Iteration 48Q: 3 clusters Score -8729788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -8729791.000000 Penalty: 3615.067383
	Iteration 49Q: 3 clusters Score -8729791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -8729794.000000 Penalty: 3615.067383
	Iteration 50Q: 3 clusters Score -8729794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -8729799.000000 Penalty: 3615.067383
	Iteration 51Q: 3 clusters Score -8729799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8729802.000000 Penalty: 3615.067383
	Iteration 52Q: 3 clusters Score -8729802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -8729808.000000 Penalty: 3615.067383
	Iteration 53Q: 3 clusters Score -8729808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -8729808.000000 Penalty: 3615.067383
	Iteration 54F: 3 clusters Score -8729808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -341542.437500 Penalty: 1282.401978
	Iteration 0F: 2 clusters Score -341542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -338998.531250 Penalty: 2564.803955
	Iteration 0F: 3 clusters Score -338998.5 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -339579.875000 Penalty: 2564.803955
	Iteration 1F: 3 clusters Score -339579.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -339726.968750 Penalty: 2564.803955
	Iteration 2F: 3 clusters Score -339727 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -339812.156250 Penalty: 2564.803955
	Iteration 3F: 3 clusters Score -339812.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -339868.343750 Penalty: 2564.803955
	Iteration 4Q: 3 clusters Score -339868.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -339909.656250 Penalty: 2564.803955
	Iteration 5Q: 3 clusters Score -339909.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -339942.656250 Penalty: 2564.803955
	Iteration 6Q: 3 clusters Score -339942.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -339982.031250 Penalty: 2564.803955
	Iteration 7Q: 3 clusters Score -339982 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -340018.031250 Penalty: 2564.803955
	Iteration 8Q: 3 clusters Score -340018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -340042.156250 Penalty: 2564.803955
	Iteration 9Q: 3 clusters Score -340042.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -340057.312500 Penalty: 2564.803955
	Iteration 10Q: 3 clusters Score -340057.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -340068.437500 Penalty: 2564.803955
	Iteration 11Q: 3 clusters Score -340068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -340075.062500 Penalty: 2564.803955
	Iteration 12Q: 3 clusters Score -340075.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -340080.593750 Penalty: 2564.803955
	Iteration 13Q: 3 clusters Score -340080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -340086.906250 Penalty: 2564.803955
	Iteration 14Q: 3 clusters Score -340086.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -340093.625000 Penalty: 2564.803955
	Iteration 15Q: 3 clusters Score -340093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -340098.156250 Penalty: 2564.803955
	Iteration 16Q: 3 clusters Score -340098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -340102.125000 Penalty: 2564.803955
	Iteration 17Q: 3 clusters Score -340102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -340106.937500 Penalty: 2564.803955
	Iteration 18Q: 3 clusters Score -340106.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -340110.406250 Penalty: 2564.803955
	Iteration 19Q: 3 clusters Score -340110.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -340113.218750 Penalty: 2564.803955
	Iteration 20F: 3 clusters Score -340113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -340114.937500 Penalty: 2564.803955
	Iteration 21Q: 3 clusters Score -340114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -340117.656250 Penalty: 2564.803955
	Iteration 22Q: 3 clusters Score -340117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -340120.125000 Penalty: 2564.803955
	Iteration 23Q: 3 clusters Score -340120.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -340122.406250 Penalty: 2564.803955
	Iteration 24Q: 3 clusters Score -340122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -340126.562500 Penalty: 2564.803955
	Iteration 25Q: 3 clusters Score -340126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -340131.187500 Penalty: 2564.803955
	Iteration 26Q: 3 clusters Score -340131.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -340137.968750 Penalty: 2564.803955
	Iteration 27Q: 3 clusters Score -340138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -340141.218750 Penalty: 2564.803955
	Iteration 28Q: 3 clusters Score -340141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -340144.312500 Penalty: 2564.803955
	Iteration 29Q: 3 clusters Score -340144.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -340145.843750 Penalty: 2564.803955
	Iteration 30Q: 3 clusters Score -340145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -340148.406250 Penalty: 2564.803955
	Iteration 31Q: 3 clusters Score -340148.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -340151.031250 Penalty: 2564.803955
	Iteration 32Q: 3 clusters Score -340151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -340154.562500 Penalty: 2564.803955
	Iteration 33Q: 3 clusters Score -340154.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -340159.312500 Penalty: 2564.803955
	Iteration 34Q: 3 clusters Score -340159.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -340167.375000 Penalty: 2564.803955
	Iteration 35Q: 3 clusters Score -340167.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -340175.875000 Penalty: 2564.803955
	Iteration 36Q: 3 clusters Score -340175.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -340181.375000 Penalty: 2564.803955
	Iteration 37Q: 3 clusters Score -340181.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -340187.687500 Penalty: 2564.803955
	Iteration 38Q: 3 clusters Score -340187.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -340192.593750 Penalty: 2564.803955
	Iteration 39Q: 3 clusters Score -340192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -340197.125000 Penalty: 2564.803955
	Iteration 40F: 3 clusters Score -340197.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -340203.156250 Penalty: 2564.803955
	Iteration 41Q: 3 clusters Score -340203.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -340209.000000 Penalty: 2564.803955
	Iteration 42Q: 3 clusters Score -340209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -340212.531250 Penalty: 2564.803955
	Iteration 43Q: 3 clusters Score -340212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -340218.656250 Penalty: 2564.803955
	Iteration 44Q: 3 clusters Score -340218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -340223.750000 Penalty: 2564.803955
	Iteration 45Q: 3 clusters Score -340223.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -340233.593750 Penalty: 2564.803955
	Iteration 46Q: 3 clusters Score -340233.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -340240.343750 Penalty: 2564.803955
	Iteration 47Q: 3 clusters Score -340240.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -340246.718750 Penalty: 2564.803955
	Iteration 48Q: 3 clusters Score -340246.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -340250.375000 Penalty: 2564.803955
	Iteration 49Q: 3 clusters Score -340250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -340255.093750 Penalty: 2564.803955
	Iteration 50Q: 3 clusters Score -340255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -340262.625000 Penalty: 2564.803955
	Iteration 51Q: 3 clusters Score -340262.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -340270.593750 Penalty: 2564.803955
	Iteration 52Q: 3 clusters Score -340270.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -340278.687500 Penalty: 2564.803955
	Iteration 53Q: 3 clusters Score -340278.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -340286.531250 Penalty: 2564.803955
	Iteration 54Q: 3 clusters Score -340286.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -340302.281250 Penalty: 2564.803955
	Iteration 55Q: 3 clusters Score -340302.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -340317.281250 Penalty: 2564.803955
	Iteration 56Q: 3 clusters Score -340317.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -340324.968750 Penalty: 2564.803955
	Iteration 57Q: 3 clusters Score -340325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -340334.687500 Penalty: 2564.803955
	Iteration 58Q: 3 clusters Score -340334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -340347.562500 Penalty: 2564.803955
	Iteration 59Q: 3 clusters Score -340347.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -340358.906250 Penalty: 2564.803955
	Iteration 60F: 3 clusters Score -340358.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -340367.437500 Penalty: 2564.803955
	Iteration 61Q: 3 clusters Score -340367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -340371.687500 Penalty: 2564.803955
	Iteration 62Q: 3 clusters Score -340371.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -340377.281250 Penalty: 2564.803955
	Iteration 63Q: 3 clusters Score -340377.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -340381.218750 Penalty: 2564.803955
	Iteration 64Q: 3 clusters Score -340381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -340384.281250 Penalty: 2564.803955
	Iteration 65Q: 3 clusters Score -340384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -340386.125000 Penalty: 2564.803955
	Iteration 66Q: 3 clusters Score -340386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -340387.500000 Penalty: 2564.803955
	Iteration 67Q: 3 clusters Score -340387.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -340387.375000 Penalty: 2564.803955
	Iteration 68Q: 3 clusters Score -340387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -340388.437500 Penalty: 2564.803955
	Iteration 69Q: 3 clusters Score -340388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -340389.031250 Penalty: 2564.803955
	Iteration 70Q: 3 clusters Score -340389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -340389.125000 Penalty: 2564.803955
	Iteration 71Q: 3 clusters Score -340389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -340389.406250 Penalty: 2564.803955
	Iteration 72Q: 3 clusters Score -340389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -340389.562500 Penalty: 2564.803955
	Iteration 73Q: 3 clusters Score -340389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -340390.250000 Penalty: 2564.803955
	Iteration 74Q: 3 clusters Score -340390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -340390.812500 Penalty: 2564.803955
	Iteration 75Q: 3 clusters Score -340390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -340390.750000 Penalty: 2564.803955
	Iteration 76Q: 3 clusters Score -340390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -340390.750000 Penalty: 2564.803955
	Iteration 77F: 3 clusters Score -340390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Entering Unmasked Estep 
Score: -2490653.250000 Penalty: 1611.030151
	Iteration 0F: 2 clusters Score -2490653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2476816.750000 Penalty: 3222.060303
	Iteration 0F: 3 clusters Score -2476817 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2481869.000000 Penalty: 3222.060303
	Iteration 1F: 3 clusters Score -2481869 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2482295.750000 Penalty: 3222.060303
	Iteration 2F: 3 clusters Score -2482296 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2482692.500000 Penalty: 3222.060303
	Iteration 3Q: 3 clusters Score -2482692 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2483069.500000 Penalty: 3222.060303
	Iteration 4Q: 3 clusters Score -2483070 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2483450.250000 Penalty: 3222.060303
	Iteration 5Q: 3 clusters Score -2483450 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2483843.000000 Penalty: 3222.060303
	Iteration 6Q: 3 clusters Score -2483843 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2484258.000000 Penalty: 3222.060303
	Iteration 7Q: 3 clusters Score -2484258 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2484780.250000 Penalty: 3222.060303
	Iteration 8Q: 3 clusters Score -2484780 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2485330.500000 Penalty: 3222.060303
	Iteration 9Q: 3 clusters Score -2485330 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2485906.250000 Penalty: 3222.060303
	Iteration 10Q: 3 clusters Score -2485906 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2486341.250000 Penalty: 3222.060303
	Iteration 11Q: 3 clusters Score -2486341 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2486642.750000 Penalty: 3222.060303
	Iteration 12Q: 3 clusters Score -2486643 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2486771.500000 Penalty: 3222.060303
	Iteration 13Q: 3 clusters Score -2486772 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2486870.000000 Penalty: 3222.060303
	Iteration 14Q: 3 clusters Score -2486870 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2486941.250000 Penalty: 3222.060303
	Iteration 15Q: 3 clusters Score -2486941 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2487028.000000 Penalty: 3222.060303
	Iteration 16Q: 3 clusters Score -2487028 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2487092.500000 Penalty: 3222.060303
	Iteration 17Q: 3 clusters Score -2487092 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2487152.500000 Penalty: 3222.060303
	Iteration 18Q: 3 clusters Score -2487152 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2487212.250000 Penalty: 3222.060303
	Iteration 19Q: 3 clusters Score -2487212 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2487289.750000 Penalty: 3222.060303
	Iteration 20F: 3 clusters Score -2487290 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2487351.000000 Penalty: 3222.060303
	Iteration 21Q: 3 clusters Score -2487351 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2487407.750000 Penalty: 3222.060303
	Iteration 22Q: 3 clusters Score -2487408 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2487483.250000 Penalty: 3222.060303
	Iteration 23Q: 3 clusters Score -2487483 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -2487551.000000 Penalty: 3222.060303
	Iteration 24Q: 3 clusters Score -2487551 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2487625.750000 Penalty: 3222.060303
	Iteration 25Q: 3 clusters Score -2487626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2487704.500000 Penalty: 3222.060303
	Iteration 26Q: 3 clusters Score -2487704 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2487770.000000 Penalty: 3222.060303
	Iteration 27Q: 3 clusters Score -2487770 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2487840.750000 Penalty: 3222.060303
	Iteration 28Q: 3 clusters Score -2487841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2487918.250000 Penalty: 3222.060303
	Iteration 29Q: 3 clusters Score -2487918 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2487980.000000 Penalty: 3222.060303
	Iteration 30Q: 3 clusters Score -2487980 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2488061.250000 Penalty: 3222.060303
	Iteration 31Q: 3 clusters Score -2488061 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2488146.500000 Penalty: 3222.060303
	Iteration 32Q: 3 clusters Score -2488146 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2488248.000000 Penalty: 3222.060303
	Iteration 33Q: 3 clusters Score -2488248 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2488360.750000 Penalty: 3222.060303
	Iteration 34Q: 3 clusters Score -2488361 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2488489.250000 Penalty: 3222.060303
	Iteration 35Q: 3 clusters Score -2488489 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2488628.000000 Penalty: 3222.060303
	Iteration 36Q: 3 clusters Score -2488628 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2488746.000000 Penalty: 3222.060303
	Iteration 37Q: 3 clusters Score -2488746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2488871.500000 Penalty: 3222.060303
	Iteration 38Q: 3 clusters Score -2488872 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2488961.750000 Penalty: 3222.060303
	Iteration 39Q: 3 clusters Score -2488962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2489070.500000 Penalty: 3222.060303
	Iteration 40F: 3 clusters Score -2489070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2489139.500000 Penalty: 3222.060303
	Iteration 41Q: 3 clusters Score -2489140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2489180.500000 Penalty: 3222.060303
	Iteration 42Q: 3 clusters Score -2489180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2489219.250000 Penalty: 3222.060303
	Iteration 43Q: 3 clusters Score -2489219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2489242.250000 Penalty: 3222.060303
	Iteration 44Q: 3 clusters Score -2489242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2489266.000000 Penalty: 3222.060303
	Iteration 45Q: 3 clusters Score -2489266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2489284.000000 Penalty: 3222.060303
	Iteration 46Q: 3 clusters Score -2489284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2489290.000000 Penalty: 3222.060303
	Iteration 47Q: 3 clusters Score -2489290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2489302.750000 Penalty: 3222.060303
	Iteration 48Q: 3 clusters Score -2489303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2489321.750000 Penalty: 3222.060303
	Iteration 49Q: 3 clusters Score -2489322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2489329.750000 Penalty: 3222.060303
	Iteration 50Q: 3 clusters Score -2489330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2489340.000000 Penalty: 3222.060303
	Iteration 51Q: 3 clusters Score -2489340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2489346.250000 Penalty: 3222.060303
	Iteration 52Q: 3 clusters Score -2489346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2489355.250000 Penalty: 3222.060303
	Iteration 53Q: 3 clusters Score -2489355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2489360.750000 Penalty: 3222.060303
	Iteration 54Q: 3 clusters Score -2489361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2489365.000000 Penalty: 3222.060303
	Iteration 55Q: 3 clusters Score -2489365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2489372.000000 Penalty: 3222.060303
	Iteration 56Q: 3 clusters Score -2489372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2489376.250000 Penalty: 3222.060303
	Iteration 57Q: 3 clusters Score -2489376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2489373.500000 Penalty: 3222.060303
	Iteration 58Q: 3 clusters Score -2489374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2489378.500000 Penalty: 3222.060303
	Iteration 59Q: 3 clusters Score -2489378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2489376.500000 Penalty: 3222.060303
	Iteration 60F: 3 clusters Score -2489376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -917073.250000 Penalty: 1445.473022
	Iteration 0F: 2 clusters Score -917073.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -911638.000000 Penalty: 2890.946045
	Iteration 0F: 3 clusters Score -911638 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -913343.687500 Penalty: 2890.946045
	Iteration 1F: 3 clusters Score -913343.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -913542.187500 Penalty: 2890.946045
	Iteration 2F: 3 clusters Score -913542.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -913707.000000 Penalty: 2890.946045
	Iteration 3Q: 3 clusters Score -913707 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -913884.062500 Penalty: 2890.946045
	Iteration 4Q: 3 clusters Score -913884.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -914053.125000 Penalty: 2890.946045
	Iteration 5Q: 3 clusters Score -914053.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -914231.937500 Penalty: 2890.946045
	Iteration 6Q: 3 clusters Score -914231.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -914442.812500 Penalty: 2890.946045
	Iteration 7Q: 3 clusters Score -914442.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -914666.500000 Penalty: 2890.946045
	Iteration 8Q: 3 clusters Score -914666.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -914904.875000 Penalty: 2890.946045
	Iteration 9Q: 3 clusters Score -914904.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -915127.937500 Penalty: 2890.946045
	Iteration 10Q: 3 clusters Score -915127.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -915314.937500 Penalty: 2890.946045
	Iteration 11Q: 3 clusters Score -915314.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -915450.937500 Penalty: 2890.946045
	Iteration 12Q: 3 clusters Score -915450.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -915551.937500 Penalty: 2890.946045
	Iteration 13Q: 3 clusters Score -915551.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -915634.687500 Penalty: 2890.946045
	Iteration 14Q: 3 clusters Score -915634.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -915707.625000 Penalty: 2890.946045
	Iteration 15Q: 3 clusters Score -915707.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -915750.250000 Penalty: 2890.946045
	Iteration 16Q: 3 clusters Score -915750.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -915784.875000 Penalty: 2890.946045
	Iteration 17Q: 3 clusters Score -915784.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -915818.000000 Penalty: 2890.946045
	Iteration 18Q: 3 clusters Score -915818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -915837.187500 Penalty: 2890.946045
	Iteration 19Q: 3 clusters Score -915837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -915861.125000 Penalty: 2890.946045
	Iteration 20F: 3 clusters Score -915861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -915869.312500 Penalty: 2890.946045
	Iteration 21Q: 3 clusters Score -915869.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -915875.125000 Penalty: 2890.946045
	Iteration 22Q: 3 clusters Score -915875.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -915878.000000 Penalty: 2890.946045
	Iteration 23Q: 3 clusters Score -915878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -915879.937500 Penalty: 2890.946045
	Iteration 24Q: 3 clusters Score -915879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -915882.687500 Penalty: 2890.946045
	Iteration 25Q: 3 clusters Score -915882.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -915883.062500 Penalty: 2890.946045
	Iteration 26Q: 3 clusters Score -915883.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -915883.062500 Penalty: 2890.946045
	Iteration 27F: 3 clusters Score -915883.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -39058.242188 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -39058.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38336.542969 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -38336.54 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39120.085938 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -39120.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39490.140625 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -39490.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40010.800781 Penalty: 2054.249756
	Iteration 3F: 3 clusters Score -40010.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40496.058594 Penalty: 2054.249756
	Iteration 4F: 3 clusters Score -40496.06 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40793.238281 Penalty: 2054.249756
	Iteration 5F: 3 clusters Score -40793.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40872.207031 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -40872.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40890.183594 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -40890.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -40905.484375 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -40905.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -40913.785156 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -40913.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -40939.085938 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -40939.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -41073.093750 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -41073.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41074.730469 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -41074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41074.730469 Penalty: 2054.249756
	Iteration 13F: 3 clusters Score -41074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 102012 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 107969 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 15571 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 43962 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 323 members 
Entering Unmasked Estep 
Score: -59750020.000000 Penalty: 53124.675781
Splitting cluster 15 changes total score from -59746468.000000 to -59750020.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (107969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Entering Unmasked Estep 
Score: -13956262.000000 Penalty: 1883.309937
	Iteration 0F: 2 clusters Score -1.395626e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -13887676.000000 Penalty: 3766.619873
	Iteration 0F: 3 clusters Score -1.388768e+07 nChanged 51789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -13918224.000000 Penalty: 3766.619873
	Iteration 1F: 3 clusters Score -1.391822e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -13919409.000000 Penalty: 3766.619873
	Iteration 2Q: 3 clusters Score -1.391941e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -13920908.000000 Penalty: 3766.619873
	Iteration 3Q: 3 clusters Score -1.392091e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -13923338.000000 Penalty: 3766.619873
	Iteration 4F: 3 clusters Score -1.392334e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -13927401.000000 Penalty: 3766.619873
	Iteration 5F: 3 clusters Score -1.39274e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -13933510.000000 Penalty: 3766.619873
	Iteration 6F: 3 clusters Score -1.393351e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 90509 members 
Entering Unmasked Estep 
Score: -13940413.000000 Penalty: 3766.619873
	Iteration 7F: 3 clusters Score -1.394041e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -13946387.000000 Penalty: 3766.619873
	Iteration 8F: 3 clusters Score -1.394639e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -13950147.000000 Penalty: 3766.619873
	Iteration 9Q: 3 clusters Score -1.395015e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -13952023.000000 Penalty: 3766.619873
	Iteration 10Q: 3 clusters Score -1.395202e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -13953187.000000 Penalty: 3766.619873
	Iteration 11Q: 3 clusters Score -1.395319e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -13953905.000000 Penalty: 3766.619873
	Iteration 12Q: 3 clusters Score -1.39539e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 106776 members 
Entering Unmasked Estep 
Score: -13954273.000000 Penalty: 3766.619873
	Iteration 13Q: 3 clusters Score -1.395427e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 106953 members 
Entering Unmasked Estep 
Score: -13954425.000000 Penalty: 3766.619873
	Iteration 14Q: 3 clusters Score -1.395442e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -13954553.000000 Penalty: 3766.619873
	Iteration 15Q: 3 clusters Score -1.395455e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 107119 members 
Entering Unmasked Estep 
Score: -13954612.000000 Penalty: 3766.619873
	Iteration 16Q: 3 clusters Score -1.395461e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 107167 members 
Entering Unmasked Estep 
Score: -13954662.000000 Penalty: 3766.619873
	Iteration 17Q: 3 clusters Score -1.395466e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 107193 members 
Entering Unmasked Estep 
Score: -13954706.000000 Penalty: 3766.619873
	Iteration 18Q: 3 clusters Score -1.395471e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -13954707.000000 Penalty: 3766.619873
	Iteration 19Q: 3 clusters Score -1.395471e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 107235 members 
Entering Unmasked Estep 
Score: -13954726.000000 Penalty: 3766.619873
	Iteration 20F: 3 clusters Score -1.395473e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -13954735.000000 Penalty: 3766.619873
	Iteration 21Q: 3 clusters Score -1.395474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -13954752.000000 Penalty: 3766.619873
	Iteration 22Q: 3 clusters Score -1.395475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 107261 members 
Entering Unmasked Estep 
Score: -13954751.000000 Penalty: 3766.619873
	Iteration 23Q: 3 clusters Score -1.395475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -13954742.000000 Penalty: 3766.619873
	Iteration 24Q: 3 clusters Score -1.395474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 107270 members 
Entering Unmasked Estep 
Score: -13954745.000000 Penalty: 3766.619873
	Iteration 25Q: 3 clusters Score -1.395474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 107273 members 
Entering Unmasked Estep 
Score: -13954750.000000 Penalty: 3766.619873
	Iteration 26Q: 3 clusters Score -1.395475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -13954743.000000 Penalty: 3766.619873
	Iteration 27Q: 3 clusters Score -1.395474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -13954749.000000 Penalty: 3766.619873
	Iteration 28Q: 3 clusters Score -1.395475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 107277 members 
Entering Unmasked Estep 
Score: -13954749.000000 Penalty: 3766.619873
	Iteration 29F: 3 clusters Score -1.395475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Entering Unmasked Estep 
Score: -1170068.500000 Penalty: 1490.063599
	Iteration 0F: 2 clusters Score -1170068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1163132.375000 Penalty: 2980.127197
	Iteration 0F: 3 clusters Score -1163132 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1165342.125000 Penalty: 2980.127197
	Iteration 1F: 3 clusters Score -1165342 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1165591.375000 Penalty: 2980.127197
	Iteration 2F: 3 clusters Score -1165591 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1165796.000000 Penalty: 2980.127197
	Iteration 3Q: 3 clusters Score -1165796 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1166018.500000 Penalty: 2980.127197
	Iteration 4Q: 3 clusters Score -1166018 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1166236.875000 Penalty: 2980.127197
	Iteration 5Q: 3 clusters Score -1166237 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1166472.500000 Penalty: 2980.127197
	Iteration 6Q: 3 clusters Score -1166472 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1166740.250000 Penalty: 2980.127197
	Iteration 7Q: 3 clusters Score -1166740 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1167037.250000 Penalty: 2980.127197
	Iteration 8Q: 3 clusters Score -1167037 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1167362.250000 Penalty: 2980.127197
	Iteration 9Q: 3 clusters Score -1167362 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1167695.000000 Penalty: 2980.127197
	Iteration 10Q: 3 clusters Score -1167695 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1167965.000000 Penalty: 2980.127197
	Iteration 11Q: 3 clusters Score -1167965 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1168222.625000 Penalty: 2980.127197
	Iteration 12Q: 3 clusters Score -1168223 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1168423.375000 Penalty: 2980.127197
	Iteration 13Q: 3 clusters Score -1168423 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1168606.500000 Penalty: 2980.127197
	Iteration 14Q: 3 clusters Score -1168606 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1168803.875000 Penalty: 2980.127197
	Iteration 15Q: 3 clusters Score -1168804 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1168999.250000 Penalty: 2980.127197
	Iteration 16Q: 3 clusters Score -1168999 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1169165.625000 Penalty: 2980.127197
	Iteration 17Q: 3 clusters Score -1169166 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1169287.125000 Penalty: 2980.127197
	Iteration 18Q: 3 clusters Score -1169287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1169397.000000 Penalty: 2980.127197
	Iteration 19Q: 3 clusters Score -1169397 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1169510.625000 Penalty: 2980.127197
	Iteration 20F: 3 clusters Score -1169511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1169596.625000 Penalty: 2980.127197
	Iteration 21Q: 3 clusters Score -1169597 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1169664.000000 Penalty: 2980.127197
	Iteration 22Q: 3 clusters Score -1169664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1169734.750000 Penalty: 2980.127197
	Iteration 23Q: 3 clusters Score -1169735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1169791.500000 Penalty: 2980.127197
	Iteration 24Q: 3 clusters Score -1169792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1169822.125000 Penalty: 2980.127197
	Iteration 25Q: 3 clusters Score -1169822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1169853.250000 Penalty: 2980.127197
	Iteration 26Q: 3 clusters Score -1169853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1169880.500000 Penalty: 2980.127197
	Iteration 27Q: 3 clusters Score -1169880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1169899.625000 Penalty: 2980.127197
	Iteration 28Q: 3 clusters Score -1169900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1169910.375000 Penalty: 2980.127197
	Iteration 29Q: 3 clusters Score -1169910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1169916.875000 Penalty: 2980.127197
	Iteration 30Q: 3 clusters Score -1169917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1169924.250000 Penalty: 2980.127197
	Iteration 31Q: 3 clusters Score -1169924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1169926.375000 Penalty: 2980.127197
	Iteration 32Q: 3 clusters Score -1169926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1169927.500000 Penalty: 2980.127197
	Iteration 33Q: 3 clusters Score -1169928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1169930.625000 Penalty: 2980.127197
	Iteration 34Q: 3 clusters Score -1169931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1169931.000000 Penalty: 2980.127197
	Iteration 35Q: 3 clusters Score -1169931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1169931.500000 Penalty: 2980.127197
	Iteration 36Q: 3 clusters Score -1169932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1169931.625000 Penalty: 2980.127197
	Iteration 37Q: 3 clusters Score -1169932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1169931.875000 Penalty: 2980.127197
	Iteration 38Q: 3 clusters Score -1169932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1169931.875000 Penalty: 2980.127197
	Iteration 39Q: 3 clusters Score -1169932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1169933.875000 Penalty: 2980.127197
	Iteration 40F: 3 clusters Score -1169934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1169932.125000 Penalty: 2980.127197
	Iteration 41Q: 3 clusters Score -1169932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1169933.125000 Penalty: 2980.127197
	Iteration 42Q: 3 clusters Score -1169933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1169934.250000 Penalty: 2980.127197
	Iteration 43Q: 3 clusters Score -1169934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1169937.750000 Penalty: 2980.127197
	Iteration 44Q: 3 clusters Score -1169938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1169937.750000 Penalty: 2980.127197
	Iteration 45F: 3 clusters Score -1169938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Entering Unmasked Estep 
Score: -1954634.000000 Penalty: 1568.639404
	Iteration 0F: 2 clusters Score -1954634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1943746.000000 Penalty: 3137.278809
	Iteration 0F: 3 clusters Score -1943746 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1947563.750000 Penalty: 3137.278809
	Iteration 1F: 3 clusters Score -1947564 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1948051.375000 Penalty: 3137.278809
	Iteration 2F: 3 clusters Score -1948051 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1948677.875000 Penalty: 3137.278809
	Iteration 3F: 3 clusters Score -1948678 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1949330.250000 Penalty: 3137.278809
	Iteration 4F: 3 clusters Score -1949330 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1949920.875000 Penalty: 3137.278809
	Iteration 5F: 3 clusters Score -1949921 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1950486.625000 Penalty: 3137.278809
	Iteration 6F: 3 clusters Score -1950487 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1951012.125000 Penalty: 3137.278809
	Iteration 7F: 3 clusters Score -1951012 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1951475.500000 Penalty: 3137.278809
	Iteration 8Q: 3 clusters Score -1951476 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1951787.250000 Penalty: 3137.278809
	Iteration 9Q: 3 clusters Score -1951787 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1952027.375000 Penalty: 3137.278809
	Iteration 10Q: 3 clusters Score -1952027 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1952244.500000 Penalty: 3137.278809
	Iteration 11Q: 3 clusters Score -1952244 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1952430.500000 Penalty: 3137.278809
	Iteration 12Q: 3 clusters Score -1952430 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1952571.625000 Penalty: 3137.278809
	Iteration 13Q: 3 clusters Score -1952572 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1952709.125000 Penalty: 3137.278809
	Iteration 14Q: 3 clusters Score -1952709 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1952816.875000 Penalty: 3137.278809
	Iteration 15Q: 3 clusters Score -1952817 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1952924.875000 Penalty: 3137.278809
	Iteration 16Q: 3 clusters Score -1952925 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1953033.500000 Penalty: 3137.278809
	Iteration 17Q: 3 clusters Score -1953034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1953126.625000 Penalty: 3137.278809
	Iteration 18Q: 3 clusters Score -1953127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1953209.500000 Penalty: 3137.278809
	Iteration 19Q: 3 clusters Score -1953210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1953272.875000 Penalty: 3137.278809
	Iteration 20F: 3 clusters Score -1953273 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1953328.375000 Penalty: 3137.278809
	Iteration 21Q: 3 clusters Score -1953328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1953378.625000 Penalty: 3137.278809
	Iteration 22Q: 3 clusters Score -1953379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1953420.250000 Penalty: 3137.278809
	Iteration 23Q: 3 clusters Score -1953420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1953438.750000 Penalty: 3137.278809
	Iteration 24Q: 3 clusters Score -1953439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1953467.875000 Penalty: 3137.278809
	Iteration 25Q: 3 clusters Score -1953468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1953488.500000 Penalty: 3137.278809
	Iteration 26Q: 3 clusters Score -1953488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1953507.000000 Penalty: 3137.278809
	Iteration 27Q: 3 clusters Score -1953507 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1953526.125000 Penalty: 3137.278809
	Iteration 28Q: 3 clusters Score -1953526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1953546.000000 Penalty: 3137.278809
	Iteration 29Q: 3 clusters Score -1953546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1953563.500000 Penalty: 3137.278809
	Iteration 30Q: 3 clusters Score -1953564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1953592.500000 Penalty: 3137.278809
	Iteration 31Q: 3 clusters Score -1953592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1953609.875000 Penalty: 3137.278809
	Iteration 32Q: 3 clusters Score -1953610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1953628.875000 Penalty: 3137.278809
	Iteration 33Q: 3 clusters Score -1953629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1953638.750000 Penalty: 3137.278809
	Iteration 34Q: 3 clusters Score -1953639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1953646.625000 Penalty: 3137.278809
	Iteration 35Q: 3 clusters Score -1953647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1953652.375000 Penalty: 3137.278809
	Iteration 36Q: 3 clusters Score -1953652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1953663.500000 Penalty: 3137.278809
	Iteration 37Q: 3 clusters Score -1953664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1953667.125000 Penalty: 3137.278809
	Iteration 38Q: 3 clusters Score -1953667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1953671.625000 Penalty: 3137.278809
	Iteration 39Q: 3 clusters Score -1953672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1953676.625000 Penalty: 3137.278809
	Iteration 40F: 3 clusters Score -1953677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1953678.000000 Penalty: 3137.278809
	Iteration 41Q: 3 clusters Score -1953678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1953692.875000 Penalty: 3137.278809
	Iteration 42Q: 3 clusters Score -1953693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1953697.500000 Penalty: 3137.278809
	Iteration 43Q: 3 clusters Score -1953698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1953704.500000 Penalty: 3137.278809
	Iteration 44Q: 3 clusters Score -1953704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1953710.125000 Penalty: 3137.278809
	Iteration 45Q: 3 clusters Score -1953710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1953716.500000 Penalty: 3137.278809
	Iteration 46Q: 3 clusters Score -1953716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1953715.250000 Penalty: 3137.278809
	Iteration 47Q: 3 clusters Score -1953715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1953717.000000 Penalty: 3137.278809
	Iteration 48Q: 3 clusters Score -1953717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1953722.250000 Penalty: 3137.278809
	Iteration 49Q: 3 clusters Score -1953722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1953725.125000 Penalty: 3137.278809
	Iteration 50Q: 3 clusters Score -1953725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1953725.000000 Penalty: 3137.278809
	Iteration 51Q: 3 clusters Score -1953725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1953728.250000 Penalty: 3137.278809
	Iteration 52Q: 3 clusters Score -1953728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1953730.500000 Penalty: 3137.278809
	Iteration 53Q: 3 clusters Score -1953730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1953731.500000 Penalty: 3137.278809
	Iteration 54Q: 3 clusters Score -1953732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1953731.375000 Penalty: 3137.278809
	Iteration 55Q: 3 clusters Score -1953731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1953729.375000 Penalty: 3137.278809
	Iteration 56Q: 3 clusters Score -1953729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1953734.500000 Penalty: 3137.278809
	Iteration 57Q: 3 clusters Score -1953734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1953746.000000 Penalty: 3137.278809
	Iteration 58Q: 3 clusters Score -1953746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1953746.250000 Penalty: 3137.278809
	Iteration 59Q: 3 clusters Score -1953746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1953747.750000 Penalty: 3137.278809
	Iteration 60F: 3 clusters Score -1953748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1953750.500000 Penalty: 3137.278809
	Iteration 61Q: 3 clusters Score -1953750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1953752.875000 Penalty: 3137.278809
	Iteration 62Q: 3 clusters Score -1953753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1953754.875000 Penalty: 3137.278809
	Iteration 63Q: 3 clusters Score -1953755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1953758.000000 Penalty: 3137.278809
	Iteration 64Q: 3 clusters Score -1953758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1953758.000000 Penalty: 3137.278809
	Iteration 65Q: 3 clusters Score -1953758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1953760.375000 Penalty: 3137.278809
	Iteration 66Q: 3 clusters Score -1953760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1953763.750000 Penalty: 3137.278809
	Iteration 67Q: 3 clusters Score -1953764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1953768.000000 Penalty: 3137.278809
	Iteration 68Q: 3 clusters Score -1953768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1953771.125000 Penalty: 3137.278809
	Iteration 69Q: 3 clusters Score -1953771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1953770.875000 Penalty: 3137.278809
	Iteration 70Q: 3 clusters Score -1953771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1953774.250000 Penalty: 3137.278809
	Iteration 71Q: 3 clusters Score -1953774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1953772.250000 Penalty: 3137.278809
	Iteration 72Q: 3 clusters Score -1953772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1953772.000000 Penalty: 3137.278809
	Iteration 73Q: 3 clusters Score -1953772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1953771.500000 Penalty: 3137.278809
	Iteration 74Q: 3 clusters Score -1953772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1953775.625000 Penalty: 3137.278809
	Iteration 75Q: 3 clusters Score -1953776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1953774.500000 Penalty: 3137.278809
	Iteration 76Q: 3 clusters Score -1953774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1953773.250000 Penalty: 3137.278809
	Iteration 77Q: 3 clusters Score -1953773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1953773.250000 Penalty: 3137.278809
	Iteration 78F: 3 clusters Score -1953773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -309472.093750 Penalty: 1279.645142
	Iteration 0F: 2 clusters Score -309472.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -307009.843750 Penalty: 2559.290283
	Iteration 0F: 3 clusters Score -307009.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -307577.531250 Penalty: 2559.290283
	Iteration 1F: 3 clusters Score -307577.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -307706.625000 Penalty: 2559.290283
	Iteration 2F: 3 clusters Score -307706.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -307803.937500 Penalty: 2559.290283
	Iteration 3F: 3 clusters Score -307803.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -307895.312500 Penalty: 2559.290283
	Iteration 4Q: 3 clusters Score -307895.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -308002.906250 Penalty: 2559.290283
	Iteration 5Q: 3 clusters Score -308002.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -308115.562500 Penalty: 2559.290283
	Iteration 6Q: 3 clusters Score -308115.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -308222.718750 Penalty: 2559.290283
	Iteration 7Q: 3 clusters Score -308222.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -308347.093750 Penalty: 2559.290283
	Iteration 8Q: 3 clusters Score -308347.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -308500.468750 Penalty: 2559.290283
	Iteration 9Q: 3 clusters Score -308500.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -308633.500000 Penalty: 2559.290283
	Iteration 10Q: 3 clusters Score -308633.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -308754.312500 Penalty: 2559.290283
	Iteration 11Q: 3 clusters Score -308754.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -308855.468750 Penalty: 2559.290283
	Iteration 12Q: 3 clusters Score -308855.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -308940.750000 Penalty: 2559.290283
	Iteration 13Q: 3 clusters Score -308940.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -309013.062500 Penalty: 2559.290283
	Iteration 14Q: 3 clusters Score -309013.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -309059.812500 Penalty: 2559.290283
	Iteration 15Q: 3 clusters Score -309059.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -309084.593750 Penalty: 2559.290283
	Iteration 16Q: 3 clusters Score -309084.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -309097.687500 Penalty: 2559.290283
	Iteration 17Q: 3 clusters Score -309097.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -309103.875000 Penalty: 2559.290283
	Iteration 18Q: 3 clusters Score -309103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -309106.281250 Penalty: 2559.290283
	Iteration 19Q: 3 clusters Score -309106.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -309109.625000 Penalty: 2559.290283
	Iteration 20F: 3 clusters Score -309109.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309113.000000 Penalty: 2559.290283
	Iteration 21Q: 3 clusters Score -309113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -309115.281250 Penalty: 2559.290283
	Iteration 22Q: 3 clusters Score -309115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -309116.562500 Penalty: 2559.290283
	Iteration 23Q: 3 clusters Score -309116.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -309118.531250 Penalty: 2559.290283
	Iteration 24Q: 3 clusters Score -309118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309118.406250 Penalty: 2559.290283
	Iteration 25Q: 3 clusters Score -309118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309120.750000 Penalty: 2559.290283
	Iteration 26Q: 3 clusters Score -309120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -309122.312500 Penalty: 2559.290283
	Iteration 27Q: 3 clusters Score -309122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -309122.875000 Penalty: 2559.290283
	Iteration 28Q: 3 clusters Score -309122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309123.437500 Penalty: 2559.290283
	Iteration 29Q: 3 clusters Score -309123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -309123.437500 Penalty: 2559.290283
	Iteration 30F: 3 clusters Score -309123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -140268.515625 Penalty: 1143.516968
	Iteration 0F: 2 clusters Score -140268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -138707.171875 Penalty: 2287.033936
	Iteration 0F: 3 clusters Score -138707.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -138967.671875 Penalty: 2287.033936
	Iteration 1F: 3 clusters Score -138967.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139038.843750 Penalty: 2287.033936
	Iteration 2F: 3 clusters Score -139038.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139070.531250 Penalty: 2287.033936
	Iteration 3Q: 3 clusters Score -139070.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139084.515625 Penalty: 2287.033936
	Iteration 4Q: 3 clusters Score -139084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -139094.984375 Penalty: 2287.033936
	Iteration 5Q: 3 clusters Score -139095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -139101.625000 Penalty: 2287.033936
	Iteration 6Q: 3 clusters Score -139101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -139105.312500 Penalty: 2287.033936
	Iteration 7Q: 3 clusters Score -139105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139107.953125 Penalty: 2287.033936
	Iteration 8Q: 3 clusters Score -139108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139112.437500 Penalty: 2287.033936
	Iteration 9Q: 3 clusters Score -139112.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139118.281250 Penalty: 2287.033936
	Iteration 10Q: 3 clusters Score -139118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139121.765625 Penalty: 2287.033936
	Iteration 11Q: 3 clusters Score -139121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139124.484375 Penalty: 2287.033936
	Iteration 12Q: 3 clusters Score -139124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139126.359375 Penalty: 2287.033936
	Iteration 13Q: 3 clusters Score -139126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -139128.203125 Penalty: 2287.033936
	Iteration 14Q: 3 clusters Score -139128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -139128.687500 Penalty: 2287.033936
	Iteration 15Q: 3 clusters Score -139128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -139128.687500 Penalty: 2287.033936
	Iteration 16F: 3 clusters Score -139128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Entering Unmasked Estep 
Score: -5512833.000000 Penalty: 1737.300659
	Iteration 0F: 2 clusters Score -5512833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5483319.500000 Penalty: 3474.601318
	Iteration 0F: 3 clusters Score -5483320 nChanged 20627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5496017.000000 Penalty: 3474.601318
	Iteration 1F: 3 clusters Score -5496017 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5498421.000000 Penalty: 3474.601318
	Iteration 2F: 3 clusters Score -5498421 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -5501785.500000 Penalty: 3474.601318
	Iteration 3F: 3 clusters Score -5501786 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5505349.000000 Penalty: 3474.601318
	Iteration 4F: 3 clusters Score -5505349 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5508460.500000 Penalty: 3474.601318
	Iteration 5F: 3 clusters Score -5508460 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5510854.000000 Penalty: 3474.601318
	Iteration 6F: 3 clusters Score -5510854 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5512770.500000 Penalty: 3474.601318
	Iteration 7Q: 3 clusters Score -5512770 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5514335.500000 Penalty: 3474.601318
	Iteration 8Q: 3 clusters Score -5514336 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5515015.000000 Penalty: 3474.601318
	Iteration 9Q: 3 clusters Score -5515015 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -5515361.500000 Penalty: 3474.601318
	Iteration 10Q: 3 clusters Score -5515362 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5515548.500000 Penalty: 3474.601318
	Iteration 11Q: 3 clusters Score -5515548 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5515699.500000 Penalty: 3474.601318
	Iteration 12Q: 3 clusters Score -5515700 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -5515788.000000 Penalty: 3474.601318
	Iteration 13Q: 3 clusters Score -5515788 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -5515903.000000 Penalty: 3474.601318
	Iteration 14Q: 3 clusters Score -5515903 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -5515939.500000 Penalty: 3474.601318
	Iteration 15Q: 3 clusters Score -5515940 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -5516000.000000 Penalty: 3474.601318
	Iteration 16Q: 3 clusters Score -5516000 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -5516061.500000 Penalty: 3474.601318
	Iteration 17Q: 3 clusters Score -5516062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5516083.000000 Penalty: 3474.601318
	Iteration 18Q: 3 clusters Score -5516083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -5516102.500000 Penalty: 3474.601318
	Iteration 19Q: 3 clusters Score -5516102 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5516123.500000 Penalty: 3474.601318
	Iteration 20F: 3 clusters Score -5516124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -5516142.000000 Penalty: 3474.601318
	Iteration 21Q: 3 clusters Score -5516142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -5516156.000000 Penalty: 3474.601318
	Iteration 22Q: 3 clusters Score -5516156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -5516148.500000 Penalty: 3474.601318
	Iteration 23Q: 3 clusters Score -5516148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5516168.000000 Penalty: 3474.601318
	Iteration 24Q: 3 clusters Score -5516168 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -5516173.500000 Penalty: 3474.601318
	Iteration 25Q: 3 clusters Score -5516174 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -5516190.500000 Penalty: 3474.601318
	Iteration 26Q: 3 clusters Score -5516190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -5516194.000000 Penalty: 3474.601318
	Iteration 27Q: 3 clusters Score -5516194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -5516195.500000 Penalty: 3474.601318
	Iteration 28Q: 3 clusters Score -5516196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -5516187.000000 Penalty: 3474.601318
	Iteration 29Q: 3 clusters Score -5516187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -5516184.000000 Penalty: 3474.601318
	Iteration 30Q: 3 clusters Score -5516184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -5516181.500000 Penalty: 3474.601318
	Iteration 31Q: 3 clusters Score -5516182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -5516183.000000 Penalty: 3474.601318
	Iteration 32Q: 3 clusters Score -5516183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -5516178.500000 Penalty: 3474.601318
	Iteration 33Q: 3 clusters Score -5516178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -5516188.000000 Penalty: 3474.601318
	Iteration 34Q: 3 clusters Score -5516188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5516180.500000 Penalty: 3474.601318
	Iteration 35Q: 3 clusters Score -5516180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -5516188.000000 Penalty: 3474.601318
	Iteration 36Q: 3 clusters Score -5516188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -5516190.000000 Penalty: 3474.601318
	Iteration 37Q: 3 clusters Score -5516190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -5516182.000000 Penalty: 3474.601318
	Iteration 38Q: 3 clusters Score -5516182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -5516186.000000 Penalty: 3474.601318
	Iteration 39Q: 3 clusters Score -5516186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5516186.500000 Penalty: 3474.601318
	Iteration 40F: 3 clusters Score -5516186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -5516187.000000 Penalty: 3474.601318
	Iteration 41Q: 3 clusters Score -5516187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -5516193.500000 Penalty: 3474.601318
	Iteration 42Q: 3 clusters Score -5516194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5516200.000000 Penalty: 3474.601318
	Iteration 43Q: 3 clusters Score -5516200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -5516200.000000 Penalty: 3474.601318
	Iteration 44Q: 3 clusters Score -5516200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -5516192.500000 Penalty: 3474.601318
	Iteration 45Q: 3 clusters Score -5516192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5516197.500000 Penalty: 3474.601318
	Iteration 46Q: 3 clusters Score -5516198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -5516197.500000 Penalty: 3474.601318
	Iteration 47F: 3 clusters Score -5516198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 102012 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 107969 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 15571 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 38214 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 5748 members 
Entering Unmasked Estep 
Score: -59753204.000000 Penalty: 55249.664062
Splitting cluster 21 changes total score from -59746468.000000 to -59753204.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 17389 members 
Mstep: Class 3 contains 51901 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 102012 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 7752 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 67730 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 13 contains 20212 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 107969 members 
Mstep: Class 17 contains 9601 members 
Mstep: Class 18 contains 15571 members 
Mstep: Class 19 contains 2630 members 
Mstep: Class 20 contains 1138 members 
Mstep: Class 21 contains 38214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59755748.000000 Penalty: 55249.664062
Iteration 39Q: 27 clusters Score -5.975575e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17319 members 
Mstep: Class 3 contains 51451 members 
Mstep: Class 4 contains 8471 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 102121 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 8480 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 67569 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 20232 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 107696 members 
Mstep: Class 17 contains 9494 members 
Mstep: Class 18 contains 15460 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 1134 members 
Mstep: Class 21 contains 38539 members 
Mstep: Class 22 contains 2124 members 
Mstep: Class 23 contains 1075 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59759492.000000 Penalty: 55249.664062
Iteration 40F: 27 clusters Score -5.975949e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17257 members 
Mstep: Class 3 contains 51070 members 
Mstep: Class 4 contains 8359 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 102444 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 9001 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 67383 members 
Mstep: Class 12 contains 2601 members 
Mstep: Class 13 contains 19999 members 
Mstep: Class 14 contains 7347 members 
Mstep: Class 15 contains 214 members 
Mstep: Class 16 contains 107492 members 
Mstep: Class 17 contains 9405 members 
Mstep: Class 18 contains 15404 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 38610 members 
Mstep: Class 22 contains 2362 members 
Mstep: Class 23 contains 1080 members 
Mstep: Class 24 contains 364 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 5909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59761884.000000 Penalty: 55249.664062
Iteration 41Q: 27 clusters Score -5.976188e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17210 members 
Mstep: Class 3 contains 50749 members 
Mstep: Class 4 contains 8261 members 
Mstep: Class 5 contains 4283 members 
Mstep: Class 6 contains 1840 members 
Mstep: Class 7 contains 102730 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 67196 members 
Mstep: Class 12 contains 2575 members 
Mstep: Class 13 contains 19928 members 
Mstep: Class 14 contains 7355 members 
Mstep: Class 15 contains 215 members 
Mstep: Class 16 contains 107297 members 
Mstep: Class 17 contains 9339 members 
Mstep: Class 18 contains 15359 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 1083 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 223 members 
Mstep: Class 26 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59763040.000000 Penalty: 55249.664062
Iteration 42Q: 27 clusters Score -5.976304e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17157 members 
Mstep: Class 3 contains 50490 members 
Mstep: Class 4 contains 8191 members 
Mstep: Class 5 contains 4319 members 
Mstep: Class 6 contains 1836 members 
Mstep: Class 7 contains 102939 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 9759 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 67015 members 
Mstep: Class 12 contains 2547 members 
Mstep: Class 13 contains 19995 members 
Mstep: Class 14 contains 7373 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 107096 members 
Mstep: Class 17 contains 9276 members 
Mstep: Class 18 contains 15328 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 38647 members 
Mstep: Class 22 contains 2664 members 
Mstep: Class 23 contains 1084 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 221 members 
Mstep: Class 26 contains 6124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59763296.000000 Penalty: 55249.664062
Iteration 43Q: 27 clusters Score -5.97633e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17111 members 
Mstep: Class 3 contains 50280 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 7 contains 103086 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 10023 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 66845 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 20078 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 106973 members 
Mstep: Class 17 contains 9202 members 
Mstep: Class 18 contains 15299 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 1123 members 
Mstep: Class 21 contains 38639 members 
Mstep: Class 22 contains 2752 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 369 members 
Mstep: Class 25 contains 219 members 
Mstep: Class 26 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59763460.000000 Penalty: 55249.664062
Iteration 44Q: 27 clusters Score -5.976346e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17084 members 
Mstep: Class 3 contains 50087 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 1838 members 
Mstep: Class 7 contains 103244 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 10266 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 11 contains 66673 members 
Mstep: Class 12 contains 2508 members 
Mstep: Class 13 contains 20156 members 
Mstep: Class 14 contains 7418 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 106862 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 15270 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 1121 members 
Mstep: Class 21 contains 38629 members 
Mstep: Class 22 contains 2821 members 
Mstep: Class 23 contains 1085 members 
Mstep: Class 24 contains 365 members 
Mstep: Class 25 contains 222 members 
Mstep: Class 26 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2123.359375 but Gain 2124.988281
Score: -59763424.000000 Penalty: 53124.675781
Iteration 45Q: 26 clusters Score -5.976342e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17061 members 
Mstep: Class 3 contains 49939 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 4524 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 103436 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 10500 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 11 contains 66681 members 
Mstep: Class 12 contains 2493 members 
Mstep: Class 13 contains 20633 members 
Mstep: Class 14 contains 7428 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 106795 members 
Mstep: Class 17 contains 9090 members 
Mstep: Class 18 contains 15392 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 21 contains 38670 members 
Mstep: Class 22 contains 2905 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 362 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765168.000000 Penalty: 53124.675781
Iteration 46Q: 26 clusters Score -5.976517e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17043 members 
Mstep: Class 3 contains 49804 members 
Mstep: Class 4 contains 7956 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 103482 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 621 members 
Mstep: Class 11 contains 66454 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 20819 members 
Mstep: Class 14 contains 7440 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106773 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 15383 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 21 contains 38626 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 360 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765316.000000 Penalty: 53124.675781
Iteration 47Q: 26 clusters Score -5.976532e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 17026 members 
Mstep: Class 3 contains 49703 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 4592 members 
Mstep: Class 6 contains 2028 members 
Mstep: Class 7 contains 103508 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 10894 members 
Mstep: Class 10 contains 628 members 
Mstep: Class 11 contains 66260 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 20961 members 
Mstep: Class 14 contains 7450 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106767 members 
Mstep: Class 17 contains 8896 members 
Mstep: Class 18 contains 15371 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 21 contains 38589 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765368.000000 Penalty: 53124.675781
Iteration 48Q: 26 clusters Score -5.976537e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17015 members 
Mstep: Class 3 contains 49611 members 
Mstep: Class 4 contains 7844 members 
Mstep: Class 5 contains 4633 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 103525 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 630 members 
Mstep: Class 11 contains 66124 members 
Mstep: Class 12 contains 2455 members 
Mstep: Class 13 contains 21052 members 
Mstep: Class 14 contains 7468 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106783 members 
Mstep: Class 17 contains 8824 members 
Mstep: Class 18 contains 15362 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 21 contains 38538 members 
Mstep: Class 22 contains 3026 members 
Mstep: Class 23 contains 1087 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765488.000000 Penalty: 53124.675781
Iteration 49Q: 26 clusters Score -5.976549e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 17005 members 
Mstep: Class 3 contains 49509 members 
Mstep: Class 4 contains 7784 members 
Mstep: Class 5 contains 4664 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 103544 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11222 members 
Mstep: Class 10 contains 633 members 
Mstep: Class 11 contains 65996 members 
Mstep: Class 12 contains 2446 members 
Mstep: Class 13 contains 21127 members 
Mstep: Class 14 contains 7479 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106805 members 
Mstep: Class 17 contains 8771 members 
Mstep: Class 18 contains 15381 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 21 contains 38490 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765496.000000 Penalty: 53124.675781
Iteration 50Q: 26 clusters Score -5.97655e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16992 members 
Mstep: Class 3 contains 49423 members 
Mstep: Class 4 contains 7729 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 103551 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11389 members 
Mstep: Class 10 contains 636 members 
Mstep: Class 11 contains 65884 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 7481 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106834 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 15378 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 21 contains 38442 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765628.000000 Penalty: 53124.675781
Iteration 51Q: 26 clusters Score -5.976563e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16985 members 
Mstep: Class 3 contains 49370 members 
Mstep: Class 4 contains 7695 members 
Mstep: Class 5 contains 4743 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 103550 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11521 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 11 contains 65764 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21209 members 
Mstep: Class 14 contains 7486 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106887 members 
Mstep: Class 17 contains 8673 members 
Mstep: Class 18 contains 15376 members 
Mstep: Class 19 contains 2569 members 
Mstep: Class 21 contains 38398 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765744.000000 Penalty: 53124.675781
Iteration 52Q: 26 clusters Score -5.976574e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16980 members 
Mstep: Class 3 contains 49318 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 103551 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11633 members 
Mstep: Class 10 contains 638 members 
Mstep: Class 11 contains 65653 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21261 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106931 members 
Mstep: Class 17 contains 8619 members 
Mstep: Class 18 contains 15372 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 21 contains 38368 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765744.000000 Penalty: 53124.675781
Iteration 53Q: 26 clusters Score -5.976574e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16978 members 
Mstep: Class 3 contains 49278 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 103524 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11744 members 
Mstep: Class 10 contains 639 members 
Mstep: Class 11 contains 65552 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21317 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106967 members 
Mstep: Class 17 contains 8572 members 
Mstep: Class 18 contains 15376 members 
Mstep: Class 19 contains 2568 members 
Mstep: Class 21 contains 38331 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765832.000000 Penalty: 53124.675781
Iteration 54Q: 26 clusters Score -5.976583e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16971 members 
Mstep: Class 3 contains 49251 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 2072 members 
Mstep: Class 7 contains 103502 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11861 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65469 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 21350 members 
Mstep: Class 14 contains 7500 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 106999 members 
Mstep: Class 17 contains 8535 members 
Mstep: Class 18 contains 15370 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 21 contains 38297 members 
Mstep: Class 22 contains 3118 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765804.000000 Penalty: 53124.675781
Iteration 55Q: 26 clusters Score -5.97658e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16961 members 
Mstep: Class 3 contains 49215 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 4853 members 
Mstep: Class 6 contains 2075 members 
Mstep: Class 7 contains 103481 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 11972 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65410 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21387 members 
Mstep: Class 14 contains 7505 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 107017 members 
Mstep: Class 17 contains 8492 members 
Mstep: Class 18 contains 15364 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 38258 members 
Mstep: Class 22 contains 3128 members 
Mstep: Class 23 contains 1086 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765716.000000 Penalty: 53124.675781
Iteration 56Q: 26 clusters Score -5.976572e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16958 members 
Mstep: Class 3 contains 49187 members 
Mstep: Class 4 contains 7571 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 103465 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12068 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65362 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21411 members 
Mstep: Class 14 contains 7511 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 107023 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 15355 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38227 members 
Mstep: Class 22 contains 3138 members 
Mstep: Class 23 contains 1088 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765804.000000 Penalty: 53124.675781
Iteration 57Q: 26 clusters Score -5.97658e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16955 members 
Mstep: Class 3 contains 49150 members 
Mstep: Class 4 contains 7550 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 103446 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12161 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65327 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21440 members 
Mstep: Class 14 contains 7516 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 107029 members 
Mstep: Class 17 contains 8407 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 21 contains 38215 members 
Mstep: Class 22 contains 3147 members 
Mstep: Class 23 contains 1089 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765788.000000 Penalty: 53124.675781
Iteration 58Q: 26 clusters Score -5.976579e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16950 members 
Mstep: Class 3 contains 49123 members 
Mstep: Class 4 contains 7527 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 103432 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12237 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65291 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21463 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 107040 members 
Mstep: Class 17 contains 8368 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 21 contains 38207 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765796.000000 Penalty: 53124.675781
Iteration 59Q: 26 clusters Score -5.97658e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16945 members 
Mstep: Class 3 contains 49097 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 4925 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 103446 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12316 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65260 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 21481 members 
Mstep: Class 14 contains 7524 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 107045 members 
Mstep: Class 17 contains 8333 members 
Mstep: Class 18 contains 15344 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38177 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 224 members 
Mstep: Class 26 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766452.000000 Penalty: 53124.675781
Iteration 60F: 26 clusters Score -5.976645e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16943 members 
Mstep: Class 3 contains 49076 members 
Mstep: Class 4 contains 7492 members 
Mstep: Class 5 contains 4935 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 103440 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12402 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65225 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 21496 members 
Mstep: Class 14 contains 7529 members 
Mstep: Class 15 contains 212 members 
Mstep: Class 16 contains 107055 members 
Mstep: Class 17 contains 8298 members 
Mstep: Class 18 contains 15337 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 21 contains 38146 members 
Mstep: Class 22 contains 3165 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 364 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 6778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766744.000000 Penalty: 53124.675781
Iteration 61Q: 26 clusters Score -5.976674e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16943 members 
Mstep: Class 3 contains 49057 members 
Mstep: Class 4 contains 7476 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 2088 members 
Mstep: Class 7 contains 103431 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65195 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 21523 members 
Mstep: Class 14 contains 7530 members 
Mstep: Class 15 contains 211 members 
Mstep: Class 16 contains 107049 members 
Mstep: Class 17 contains 8252 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38135 members 
Mstep: Class 22 contains 3171 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 232 members 
Mstep: Class 26 contains 6789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766836.000000 Penalty: 53124.675781
Iteration 62Q: 26 clusters Score -5.976684e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16939 members 
Mstep: Class 3 contains 49036 members 
Mstep: Class 4 contains 7444 members 
Mstep: Class 5 contains 4975 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 103435 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12548 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65174 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 21542 members 
Mstep: Class 14 contains 7533 members 
Mstep: Class 15 contains 210 members 
Mstep: Class 16 contains 107052 members 
Mstep: Class 17 contains 8208 members 
Mstep: Class 18 contains 15331 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38131 members 
Mstep: Class 22 contains 3179 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 233 members 
Mstep: Class 26 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766888.000000 Penalty: 53124.675781
Iteration 63Q: 26 clusters Score -5.976689e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16937 members 
Mstep: Class 3 contains 49023 members 
Mstep: Class 4 contains 7419 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 2086 members 
Mstep: Class 7 contains 103435 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12603 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 65154 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21557 members 
Mstep: Class 14 contains 7533 members 
Mstep: Class 15 contains 206 members 
Mstep: Class 16 contains 107058 members 
Mstep: Class 17 contains 8183 members 
Mstep: Class 18 contains 15329 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 21 contains 38114 members 
Mstep: Class 22 contains 3184 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 370 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767080.000000 Penalty: 53124.675781
Iteration 64Q: 26 clusters Score -5.976708e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 16935 members 
Mstep: Class 3 contains 49012 members 
Mstep: Class 4 contains 7402 members 
Mstep: Class 5 contains 5006 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 103437 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12657 members 
Mstep: Class 10 contains 643 members 
Mstep: Class 11 contains 65132 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21576 members 
Mstep: Class 14 contains 7536 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107067 members 
Mstep: Class 17 contains 8144 members 
Mstep: Class 18 contains 15321 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38104 members 
Mstep: Class 22 contains 3187 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 368 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767124.000000 Penalty: 53124.675781
Iteration 65Q: 26 clusters Score -5.976712e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16934 members 
Mstep: Class 3 contains 49000 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 5 contains 5012 members 
Mstep: Class 6 contains 2087 members 
Mstep: Class 7 contains 103445 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12703 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 65106 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107074 members 
Mstep: Class 17 contains 8111 members 
Mstep: Class 18 contains 15320 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 38085 members 
Mstep: Class 22 contains 3189 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767032.000000 Penalty: 53124.675781
Iteration 66Q: 26 clusters Score -5.976703e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16933 members 
Mstep: Class 3 contains 48995 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 103458 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12730 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 11 contains 65076 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 21616 members 
Mstep: Class 14 contains 7548 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107083 members 
Mstep: Class 17 contains 8079 members 
Mstep: Class 18 contains 15328 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38056 members 
Mstep: Class 22 contains 3192 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767096.000000 Penalty: 53124.675781
Iteration 67Q: 26 clusters Score -5.97671e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16934 members 
Mstep: Class 3 contains 48990 members 
Mstep: Class 4 contains 7364 members 
Mstep: Class 5 contains 5039 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 103460 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12772 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 65064 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 21631 members 
Mstep: Class 14 contains 7550 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107078 members 
Mstep: Class 17 contains 8035 members 
Mstep: Class 18 contains 15334 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 38043 members 
Mstep: Class 22 contains 3195 members 
Mstep: Class 23 contains 1090 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767072.000000 Penalty: 53124.675781
Iteration 68Q: 26 clusters Score -5.976707e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16936 members 
Mstep: Class 3 contains 48983 members 
Mstep: Class 4 contains 7346 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 103465 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12806 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 65048 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 21651 members 
Mstep: Class 14 contains 7550 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107077 members 
Mstep: Class 17 contains 7998 members 
Mstep: Class 18 contains 15338 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 21 contains 38035 members 
Mstep: Class 22 contains 3196 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767132.000000 Penalty: 53124.675781
Iteration 69Q: 26 clusters Score -5.976713e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16933 members 
Mstep: Class 3 contains 48978 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 5074 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 103458 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12842 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 65036 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 21661 members 
Mstep: Class 14 contains 7553 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107092 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 38023 members 
Mstep: Class 22 contains 3200 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767044.000000 Penalty: 53124.675781
Iteration 70Q: 26 clusters Score -5.976704e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16932 members 
Mstep: Class 3 contains 48980 members 
Mstep: Class 4 contains 7323 members 
Mstep: Class 5 contains 5084 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 103465 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12882 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 65017 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21669 members 
Mstep: Class 14 contains 7553 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107096 members 
Mstep: Class 17 contains 7915 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38015 members 
Mstep: Class 22 contains 3206 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767052.000000 Penalty: 53124.675781
Iteration 71Q: 26 clusters Score -5.976705e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16931 members 
Mstep: Class 3 contains 48981 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 5093 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 103481 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12925 members 
Mstep: Class 10 contains 646 members 
Mstep: Class 11 contains 64998 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21678 members 
Mstep: Class 14 contains 7555 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107095 members 
Mstep: Class 17 contains 7882 members 
Mstep: Class 18 contains 15342 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 38001 members 
Mstep: Class 22 contains 3207 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767052.000000 Penalty: 53124.675781
Iteration 72Q: 26 clusters Score -5.976705e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16930 members 
Mstep: Class 3 contains 48979 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 103487 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 12969 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64988 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21681 members 
Mstep: Class 14 contains 7556 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107100 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 15345 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 37989 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766988.000000 Penalty: 53124.675781
Iteration 73Q: 26 clusters Score -5.976699e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16929 members 
Mstep: Class 3 contains 48971 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 5121 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 103498 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13019 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64971 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21686 members 
Mstep: Class 14 contains 7557 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107099 members 
Mstep: Class 17 contains 7800 members 
Mstep: Class 18 contains 15344 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 21 contains 37969 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766968.000000 Penalty: 53124.675781
Iteration 74Q: 26 clusters Score -5.976697e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16927 members 
Mstep: Class 3 contains 48965 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 5130 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 103505 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13075 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64957 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21691 members 
Mstep: Class 14 contains 7561 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107098 members 
Mstep: Class 17 contains 7768 members 
Mstep: Class 18 contains 15338 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 37946 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766980.000000 Penalty: 53124.675781
Iteration 75Q: 26 clusters Score -5.976698e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16928 members 
Mstep: Class 3 contains 48953 members 
Mstep: Class 4 contains 7298 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 103512 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13120 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64941 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21695 members 
Mstep: Class 14 contains 7562 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107092 members 
Mstep: Class 17 contains 7738 members 
Mstep: Class 18 contains 15339 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 37939 members 
Mstep: Class 22 contains 3210 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766960.000000 Penalty: 53124.675781
Iteration 76Q: 26 clusters Score -5.976696e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16925 members 
Mstep: Class 3 contains 48931 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 5143 members 
Mstep: Class 6 contains 2094 members 
Mstep: Class 7 contains 103525 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64931 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21701 members 
Mstep: Class 14 contains 7565 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107096 members 
Mstep: Class 17 contains 7706 members 
Mstep: Class 18 contains 15344 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 37936 members 
Mstep: Class 22 contains 3211 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766872.000000 Penalty: 53124.675781
Iteration 77Q: 26 clusters Score -5.976687e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16923 members 
Mstep: Class 3 contains 48916 members 
Mstep: Class 4 contains 7272 members 
Mstep: Class 5 contains 5151 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 103535 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13217 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64924 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21704 members 
Mstep: Class 14 contains 7567 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107100 members 
Mstep: Class 17 contains 7672 members 
Mstep: Class 18 contains 15352 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 37924 members 
Mstep: Class 22 contains 3213 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766852.000000 Penalty: 53124.675781
Iteration 78Q: 26 clusters Score -5.976685e+07 nChanged 184
Entering ConstructFrom: 
Score: -59766852.000000 Penalty: 53124.675781
Entering ConstructFrom: 
Trying to split cluster 1 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -49566.187500 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -49566.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48565.089844 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -48565.09 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48781.582031 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -48781.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48890.269531 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -48890.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48941.476562 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -48941.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48963.214844 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -48963.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48986.128906 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -48986.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49005.195312 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -49005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49020.308594 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -49020.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -49023.468750 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -49023.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49024.648438 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -49024.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49024.648438 Penalty: 1995.462402
	Iteration 10F: 3 clusters Score -49024.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (16920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Entering Unmasked Estep 
Score: -2195614.750000 Penalty: 1582.140869
	Iteration 0F: 2 clusters Score -2195615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2184051.000000 Penalty: 3164.281738
	Iteration 0F: 3 clusters Score -2184051 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2188182.750000 Penalty: 3164.281738
	Iteration 1F: 3 clusters Score -2188183 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2188565.000000 Penalty: 3164.281738
	Iteration 2F: 3 clusters Score -2188565 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2188897.750000 Penalty: 3164.281738
	Iteration 3Q: 3 clusters Score -2188898 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2189258.750000 Penalty: 3164.281738
	Iteration 4Q: 3 clusters Score -2189259 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2189625.250000 Penalty: 3164.281738
	Iteration 5Q: 3 clusters Score -2189625 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2190027.500000 Penalty: 3164.281738
	Iteration 6Q: 3 clusters Score -2190028 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2190567.500000 Penalty: 3164.281738
	Iteration 7Q: 3 clusters Score -2190568 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2191263.250000 Penalty: 3164.281738
	Iteration 8F: 3 clusters Score -2191263 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2191986.000000 Penalty: 3164.281738
	Iteration 9F: 3 clusters Score -2191986 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2192544.500000 Penalty: 3164.281738
	Iteration 10Q: 3 clusters Score -2192544 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2192985.250000 Penalty: 3164.281738
	Iteration 11Q: 3 clusters Score -2192985 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2193313.250000 Penalty: 3164.281738
	Iteration 12Q: 3 clusters Score -2193313 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2193519.500000 Penalty: 3164.281738
	Iteration 13Q: 3 clusters Score -2193520 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2193671.750000 Penalty: 3164.281738
	Iteration 14Q: 3 clusters Score -2193672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2193767.500000 Penalty: 3164.281738
	Iteration 15Q: 3 clusters Score -2193768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2193844.250000 Penalty: 3164.281738
	Iteration 16Q: 3 clusters Score -2193844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2193911.250000 Penalty: 3164.281738
	Iteration 17Q: 3 clusters Score -2193911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2193959.500000 Penalty: 3164.281738
	Iteration 18Q: 3 clusters Score -2193960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2193994.250000 Penalty: 3164.281738
	Iteration 19Q: 3 clusters Score -2193994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2194037.250000 Penalty: 3164.281738
	Iteration 20F: 3 clusters Score -2194037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2194064.750000 Penalty: 3164.281738
	Iteration 21Q: 3 clusters Score -2194065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2194095.000000 Penalty: 3164.281738
	Iteration 22Q: 3 clusters Score -2194095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2194122.250000 Penalty: 3164.281738
	Iteration 23Q: 3 clusters Score -2194122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2194145.500000 Penalty: 3164.281738
	Iteration 24Q: 3 clusters Score -2194146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2194179.000000 Penalty: 3164.281738
	Iteration 25Q: 3 clusters Score -2194179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2194205.250000 Penalty: 3164.281738
	Iteration 26Q: 3 clusters Score -2194205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2194214.750000 Penalty: 3164.281738
	Iteration 27Q: 3 clusters Score -2194215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2194227.750000 Penalty: 3164.281738
	Iteration 28Q: 3 clusters Score -2194228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2194233.250000 Penalty: 3164.281738
	Iteration 29Q: 3 clusters Score -2194233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2194232.250000 Penalty: 3164.281738
	Iteration 30Q: 3 clusters Score -2194232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2194235.750000 Penalty: 3164.281738
	Iteration 31Q: 3 clusters Score -2194236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -2194244.000000 Penalty: 3164.281738
	Iteration 32Q: 3 clusters Score -2194244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2194241.750000 Penalty: 3164.281738
	Iteration 33Q: 3 clusters Score -2194242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -2194242.000000 Penalty: 3164.281738
	Iteration 34Q: 3 clusters Score -2194242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2194244.000000 Penalty: 3164.281738
	Iteration 35Q: 3 clusters Score -2194244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2194244.250000 Penalty: 3164.281738
	Iteration 36Q: 3 clusters Score -2194244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2194242.750000 Penalty: 3164.281738
	Iteration 37Q: 3 clusters Score -2194243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2194247.250000 Penalty: 3164.281738
	Iteration 38Q: 3 clusters Score -2194247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2194249.500000 Penalty: 3164.281738
	Iteration 39Q: 3 clusters Score -2194250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2194249.250000 Penalty: 3164.281738
	Iteration 40F: 3 clusters Score -2194249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2194252.750000 Penalty: 3164.281738
	Iteration 41Q: 3 clusters Score -2194253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2194255.000000 Penalty: 3164.281738
	Iteration 42Q: 3 clusters Score -2194255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2194259.000000 Penalty: 3164.281738
	Iteration 43Q: 3 clusters Score -2194259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2194258.250000 Penalty: 3164.281738
	Iteration 44Q: 3 clusters Score -2194258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2194258.250000 Penalty: 3164.281738
	Iteration 45Q: 3 clusters Score -2194258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2194260.250000 Penalty: 3164.281738
	Iteration 46Q: 3 clusters Score -2194260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2194261.500000 Penalty: 3164.281738
	Iteration 47Q: 3 clusters Score -2194262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2194266.250000 Penalty: 3164.281738
	Iteration 48Q: 3 clusters Score -2194266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2194267.500000 Penalty: 3164.281738
	Iteration 49Q: 3 clusters Score -2194268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2194270.000000 Penalty: 3164.281738
	Iteration 50Q: 3 clusters Score -2194270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2194268.000000 Penalty: 3164.281738
	Iteration 51Q: 3 clusters Score -2194268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2194273.500000 Penalty: 3164.281738
	Iteration 52Q: 3 clusters Score -2194274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2194272.250000 Penalty: 3164.281738
	Iteration 53Q: 3 clusters Score -2194272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2194273.250000 Penalty: 3164.281738
	Iteration 54Q: 3 clusters Score -2194273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2194273.250000 Penalty: 3164.281738
	Iteration 55Q: 3 clusters Score -2194273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2194273.250000 Penalty: 3164.281738
	Iteration 56F: 3 clusters Score -2194273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Entering Unmasked Estep 
Score: -6276945.000000 Penalty: 1754.618896
	Iteration 0F: 2 clusters Score -6276945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -6244173.000000 Penalty: 3509.237793
	Iteration 0F: 3 clusters Score -6244173 nChanged 22879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -6257392.500000 Penalty: 3509.237793
	Iteration 1F: 3 clusters Score -6257392 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6258064.500000 Penalty: 3509.237793
	Iteration 2Q: 3 clusters Score -6258064 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -6258768.000000 Penalty: 3509.237793
	Iteration 3Q: 3 clusters Score -6258768 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -6259655.000000 Penalty: 3509.237793
	Iteration 4Q: 3 clusters Score -6259655 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -6260786.000000 Penalty: 3509.237793
	Iteration 5Q: 3 clusters Score -6260786 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6262354.000000 Penalty: 3509.237793
	Iteration 6F: 3 clusters Score -6262354 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -6264556.000000 Penalty: 3509.237793
	Iteration 7F: 3 clusters Score -6264556 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -6267222.500000 Penalty: 3509.237793
	Iteration 8F: 3 clusters Score -6267222 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -6269660.500000 Penalty: 3509.237793
	Iteration 9F: 3 clusters Score -6269660 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -6271620.000000 Penalty: 3509.237793
	Iteration 10Q: 3 clusters Score -6271620 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6273019.500000 Penalty: 3509.237793
	Iteration 11Q: 3 clusters Score -6273020 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6273948.000000 Penalty: 3509.237793
	Iteration 12Q: 3 clusters Score -6273948 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6274550.000000 Penalty: 3509.237793
	Iteration 13Q: 3 clusters Score -6274550 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6274903.500000 Penalty: 3509.237793
	Iteration 14Q: 3 clusters Score -6274904 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6275121.500000 Penalty: 3509.237793
	Iteration 15Q: 3 clusters Score -6275122 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6275257.000000 Penalty: 3509.237793
	Iteration 16Q: 3 clusters Score -6275257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6275337.000000 Penalty: 3509.237793
	Iteration 17Q: 3 clusters Score -6275337 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6275379.000000 Penalty: 3509.237793
	Iteration 18Q: 3 clusters Score -6275379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6275410.000000 Penalty: 3509.237793
	Iteration 19Q: 3 clusters Score -6275410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6275429.500000 Penalty: 3509.237793
	Iteration 20F: 3 clusters Score -6275430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6275442.000000 Penalty: 3509.237793
	Iteration 21Q: 3 clusters Score -6275442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6275452.000000 Penalty: 3509.237793
	Iteration 22Q: 3 clusters Score -6275452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6275467.000000 Penalty: 3509.237793
	Iteration 23Q: 3 clusters Score -6275467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6275475.500000 Penalty: 3509.237793
	Iteration 24Q: 3 clusters Score -6275476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6275485.000000 Penalty: 3509.237793
	Iteration 25Q: 3 clusters Score -6275485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6275487.000000 Penalty: 3509.237793
	Iteration 26Q: 3 clusters Score -6275487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6275502.500000 Penalty: 3509.237793
	Iteration 27Q: 3 clusters Score -6275502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6275507.000000 Penalty: 3509.237793
	Iteration 28Q: 3 clusters Score -6275507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6275513.000000 Penalty: 3509.237793
	Iteration 29Q: 3 clusters Score -6275513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6275514.000000 Penalty: 3509.237793
	Iteration 30Q: 3 clusters Score -6275514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6275518.000000 Penalty: 3509.237793
	Iteration 31Q: 3 clusters Score -6275518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6275525.000000 Penalty: 3509.237793
	Iteration 32Q: 3 clusters Score -6275525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6275528.500000 Penalty: 3509.237793
	Iteration 33Q: 3 clusters Score -6275528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6275529.000000 Penalty: 3509.237793
	Iteration 34Q: 3 clusters Score -6275529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6275531.000000 Penalty: 3509.237793
	Iteration 35Q: 3 clusters Score -6275531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6275533.500000 Penalty: 3509.237793
	Iteration 36Q: 3 clusters Score -6275534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6275533.500000 Penalty: 3509.237793
	Iteration 37F: 3 clusters Score -6275534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -898400.375000 Penalty: 1444.579834
	Iteration 0F: 2 clusters Score -898400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -893038.625000 Penalty: 2889.159668
	Iteration 0F: 3 clusters Score -893038.6 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -894692.750000 Penalty: 2889.159668
	Iteration 1F: 3 clusters Score -894692.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -894926.875000 Penalty: 2889.159668
	Iteration 2F: 3 clusters Score -894926.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -895132.000000 Penalty: 2889.159668
	Iteration 3F: 3 clusters Score -895132 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -895324.187500 Penalty: 2889.159668
	Iteration 4Q: 3 clusters Score -895324.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -895508.250000 Penalty: 2889.159668
	Iteration 5Q: 3 clusters Score -895508.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -895725.437500 Penalty: 2889.159668
	Iteration 6Q: 3 clusters Score -895725.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -895956.500000 Penalty: 2889.159668
	Iteration 7Q: 3 clusters Score -895956.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -896204.187500 Penalty: 2889.159668
	Iteration 8Q: 3 clusters Score -896204.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -896438.125000 Penalty: 2889.159668
	Iteration 9Q: 3 clusters Score -896438.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -896622.875000 Penalty: 2889.159668
	Iteration 10Q: 3 clusters Score -896622.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -896797.250000 Penalty: 2889.159668
	Iteration 11Q: 3 clusters Score -896797.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -896933.750000 Penalty: 2889.159668
	Iteration 12Q: 3 clusters Score -896933.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -897019.062500 Penalty: 2889.159668
	Iteration 13Q: 3 clusters Score -897019.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -897103.187500 Penalty: 2889.159668
	Iteration 14Q: 3 clusters Score -897103.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -897183.437500 Penalty: 2889.159668
	Iteration 15Q: 3 clusters Score -897183.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -897250.125000 Penalty: 2889.159668
	Iteration 16Q: 3 clusters Score -897250.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -897303.312500 Penalty: 2889.159668
	Iteration 17Q: 3 clusters Score -897303.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -897357.375000 Penalty: 2889.159668
	Iteration 18Q: 3 clusters Score -897357.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -897403.937500 Penalty: 2889.159668
	Iteration 19Q: 3 clusters Score -897403.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -897450.250000 Penalty: 2889.159668
	Iteration 20F: 3 clusters Score -897450.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -897482.625000 Penalty: 2889.159668
	Iteration 21Q: 3 clusters Score -897482.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -897499.375000 Penalty: 2889.159668
	Iteration 22Q: 3 clusters Score -897499.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -897508.312500 Penalty: 2889.159668
	Iteration 23Q: 3 clusters Score -897508.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -897522.812500 Penalty: 2889.159668
	Iteration 24Q: 3 clusters Score -897522.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -897531.625000 Penalty: 2889.159668
	Iteration 25Q: 3 clusters Score -897531.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -897547.687500 Penalty: 2889.159668
	Iteration 26Q: 3 clusters Score -897547.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -897561.000000 Penalty: 2889.159668
	Iteration 27Q: 3 clusters Score -897561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -897571.625000 Penalty: 2889.159668
	Iteration 28Q: 3 clusters Score -897571.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -897584.187500 Penalty: 2889.159668
	Iteration 29Q: 3 clusters Score -897584.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -897593.562500 Penalty: 2889.159668
	Iteration 30Q: 3 clusters Score -897593.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -897598.312500 Penalty: 2889.159668
	Iteration 31Q: 3 clusters Score -897598.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -897603.312500 Penalty: 2889.159668
	Iteration 32Q: 3 clusters Score -897603.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -897607.562500 Penalty: 2889.159668
	Iteration 33Q: 3 clusters Score -897607.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -897612.312500 Penalty: 2889.159668
	Iteration 34Q: 3 clusters Score -897612.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -897612.500000 Penalty: 2889.159668
	Iteration 35Q: 3 clusters Score -897612.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -897616.562500 Penalty: 2889.159668
	Iteration 36Q: 3 clusters Score -897616.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -897617.437500 Penalty: 2889.159668
	Iteration 37Q: 3 clusters Score -897617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -897618.437500 Penalty: 2889.159668
	Iteration 38Q: 3 clusters Score -897618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -897618.125000 Penalty: 2889.159668
	Iteration 39Q: 3 clusters Score -897618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -897618.187500 Penalty: 2889.159668
	Iteration 40F: 3 clusters Score -897618.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Entering Unmasked Estep 
Score: -603204.750000 Penalty: 1389.256958
	Iteration 0F: 2 clusters Score -603204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -599109.750000 Penalty: 2778.513916
	Iteration 0F: 3 clusters Score -599109.8 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -600266.875000 Penalty: 2778.513916
	Iteration 1F: 3 clusters Score -600266.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -600516.750000 Penalty: 2778.513916
	Iteration 2F: 3 clusters Score -600516.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -600686.375000 Penalty: 2778.513916
	Iteration 3F: 3 clusters Score -600686.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -600817.500000 Penalty: 2778.513916
	Iteration 4Q: 3 clusters Score -600817.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -600929.812500 Penalty: 2778.513916
	Iteration 5Q: 3 clusters Score -600929.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -601009.562500 Penalty: 2778.513916
	Iteration 6Q: 3 clusters Score -601009.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -601086.062500 Penalty: 2778.513916
	Iteration 7Q: 3 clusters Score -601086.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -601159.562500 Penalty: 2778.513916
	Iteration 8Q: 3 clusters Score -601159.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -601222.375000 Penalty: 2778.513916
	Iteration 9Q: 3 clusters Score -601222.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -601287.562500 Penalty: 2778.513916
	Iteration 10Q: 3 clusters Score -601287.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -601350.687500 Penalty: 2778.513916
	Iteration 11Q: 3 clusters Score -601350.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -601430.000000 Penalty: 2778.513916
	Iteration 12Q: 3 clusters Score -601430 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -601520.062500 Penalty: 2778.513916
	Iteration 13Q: 3 clusters Score -601520.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -601626.312500 Penalty: 2778.513916
	Iteration 14Q: 3 clusters Score -601626.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -601716.937500 Penalty: 2778.513916
	Iteration 15Q: 3 clusters Score -601716.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -601798.062500 Penalty: 2778.513916
	Iteration 16Q: 3 clusters Score -601798.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -601869.187500 Penalty: 2778.513916
	Iteration 17Q: 3 clusters Score -601869.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -601924.937500 Penalty: 2778.513916
	Iteration 18Q: 3 clusters Score -601924.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -601963.500000 Penalty: 2778.513916
	Iteration 19Q: 3 clusters Score -601963.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -601995.625000 Penalty: 2778.513916
	Iteration 20F: 3 clusters Score -601995.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -602018.437500 Penalty: 2778.513916
	Iteration 21Q: 3 clusters Score -602018.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -602036.687500 Penalty: 2778.513916
	Iteration 22Q: 3 clusters Score -602036.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -602048.312500 Penalty: 2778.513916
	Iteration 23Q: 3 clusters Score -602048.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -602060.250000 Penalty: 2778.513916
	Iteration 24Q: 3 clusters Score -602060.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -602068.875000 Penalty: 2778.513916
	Iteration 25Q: 3 clusters Score -602068.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -602073.875000 Penalty: 2778.513916
	Iteration 26Q: 3 clusters Score -602073.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -602079.062500 Penalty: 2778.513916
	Iteration 27Q: 3 clusters Score -602079.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -602083.250000 Penalty: 2778.513916
	Iteration 28Q: 3 clusters Score -602083.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -602089.625000 Penalty: 2778.513916
	Iteration 29Q: 3 clusters Score -602089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -602094.000000 Penalty: 2778.513916
	Iteration 30Q: 3 clusters Score -602094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -602097.312500 Penalty: 2778.513916
	Iteration 31Q: 3 clusters Score -602097.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -602100.937500 Penalty: 2778.513916
	Iteration 32Q: 3 clusters Score -602100.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -602105.000000 Penalty: 2778.513916
	Iteration 33Q: 3 clusters Score -602105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -602108.937500 Penalty: 2778.513916
	Iteration 34Q: 3 clusters Score -602108.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -602113.000000 Penalty: 2778.513916
	Iteration 35Q: 3 clusters Score -602113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -602115.687500 Penalty: 2778.513916
	Iteration 36Q: 3 clusters Score -602115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -602120.812500 Penalty: 2778.513916
	Iteration 37Q: 3 clusters Score -602120.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -602123.500000 Penalty: 2778.513916
	Iteration 38Q: 3 clusters Score -602123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -602124.187500 Penalty: 2778.513916
	Iteration 39Q: 3 clusters Score -602124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -602124.687500 Penalty: 2778.513916
	Iteration 40F: 3 clusters Score -602124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -602125.375000 Penalty: 2778.513916
	Iteration 41Q: 3 clusters Score -602125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -602126.562500 Penalty: 2778.513916
	Iteration 42Q: 3 clusters Score -602126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -602126.937500 Penalty: 2778.513916
	Iteration 43Q: 3 clusters Score -602126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -602127.062500 Penalty: 2778.513916
	Iteration 44Q: 3 clusters Score -602127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -602128.500000 Penalty: 2778.513916
	Iteration 45Q: 3 clusters Score -602128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -602127.625000 Penalty: 2778.513916
	Iteration 46Q: 3 clusters Score -602127.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -602127.500000 Penalty: 2778.513916
	Iteration 47Q: 3 clusters Score -602127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -602127.937500 Penalty: 2778.513916
	Iteration 48Q: 3 clusters Score -602127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -602127.937500 Penalty: 2778.513916
	Iteration 49F: 3 clusters Score -602127.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Entering Unmasked Estep 
Score: -252277.218750 Penalty: 1242.454834
	Iteration 0F: 2 clusters Score -252277.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -250114.359375 Penalty: 2484.909668
	Iteration 0F: 3 clusters Score -250114.4 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -250579.125000 Penalty: 2484.909668
	Iteration 1F: 3 clusters Score -250579.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -250679.562500 Penalty: 2484.909668
	Iteration 2F: 3 clusters Score -250679.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -250729.593750 Penalty: 2484.909668
	Iteration 3Q: 3 clusters Score -250729.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -250768.343750 Penalty: 2484.909668
	Iteration 4Q: 3 clusters Score -250768.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -250796.656250 Penalty: 2484.909668
	Iteration 5Q: 3 clusters Score -250796.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -250822.015625 Penalty: 2484.909668
	Iteration 6Q: 3 clusters Score -250822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250835.078125 Penalty: 2484.909668
	Iteration 7Q: 3 clusters Score -250835.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -250844.078125 Penalty: 2484.909668
	Iteration 8Q: 3 clusters Score -250844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -250851.437500 Penalty: 2484.909668
	Iteration 9Q: 3 clusters Score -250851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -250855.890625 Penalty: 2484.909668
	Iteration 10Q: 3 clusters Score -250855.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -250862.093750 Penalty: 2484.909668
	Iteration 11Q: 3 clusters Score -250862.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -250869.046875 Penalty: 2484.909668
	Iteration 12Q: 3 clusters Score -250869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -250873.187500 Penalty: 2484.909668
	Iteration 13Q: 3 clusters Score -250873.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -250877.765625 Penalty: 2484.909668
	Iteration 14Q: 3 clusters Score -250877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -250882.515625 Penalty: 2484.909668
	Iteration 15Q: 3 clusters Score -250882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -250889.406250 Penalty: 2484.909668
	Iteration 16Q: 3 clusters Score -250889.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250899.671875 Penalty: 2484.909668
	Iteration 17Q: 3 clusters Score -250899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -250902.781250 Penalty: 2484.909668
	Iteration 18Q: 3 clusters Score -250902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -250906.296875 Penalty: 2484.909668
	Iteration 19Q: 3 clusters Score -250906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250909.984375 Penalty: 2484.909668
	Iteration 20F: 3 clusters Score -250910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -250914.812500 Penalty: 2484.909668
	Iteration 21Q: 3 clusters Score -250914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250919.968750 Penalty: 2484.909668
	Iteration 22Q: 3 clusters Score -250920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -250922.593750 Penalty: 2484.909668
	Iteration 23Q: 3 clusters Score -250922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250927.468750 Penalty: 2484.909668
	Iteration 24Q: 3 clusters Score -250927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -250929.281250 Penalty: 2484.909668
	Iteration 25Q: 3 clusters Score -250929.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -250930.890625 Penalty: 2484.909668
	Iteration 26Q: 3 clusters Score -250930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -250932.203125 Penalty: 2484.909668
	Iteration 27Q: 3 clusters Score -250932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -250933.390625 Penalty: 2484.909668
	Iteration 28Q: 3 clusters Score -250933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250933.718750 Penalty: 2484.909668
	Iteration 29Q: 3 clusters Score -250933.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250933.718750 Penalty: 2484.909668
	Iteration 30F: 3 clusters Score -250933.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103542 members 
Entering Unmasked Estep 
Score: -13289845.000000 Penalty: 1876.506470
	Iteration 0F: 2 clusters Score -1.328984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -13222369.000000 Penalty: 3753.012939
	Iteration 0F: 3 clusters Score -1.322237e+07 nChanged 49802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -13252161.000000 Penalty: 3753.012939
	Iteration 1F: 3 clusters Score -1.325216e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -13253763.000000 Penalty: 3753.012939
	Iteration 2Q: 3 clusters Score -1.325376e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -13256075.000000 Penalty: 3753.012939
	Iteration 3F: 3 clusters Score -1.325608e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68483 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -13259688.000000 Penalty: 3753.012939
	Iteration 4F: 3 clusters Score -1.325969e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -13264543.000000 Penalty: 3753.012939
	Iteration 5F: 3 clusters Score -1.326454e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -13270616.000000 Penalty: 3753.012939
	Iteration 6F: 3 clusters Score -1.327062e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88329 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -13276714.000000 Penalty: 3753.012939
	Iteration 7F: 3 clusters Score -1.327671e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -13281180.000000 Penalty: 3753.012939
	Iteration 8Q: 3 clusters Score -1.328118e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -13284133.000000 Penalty: 3753.012939
	Iteration 9Q: 3 clusters Score -1.328413e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -13285939.000000 Penalty: 3753.012939
	Iteration 10Q: 3 clusters Score -1.328594e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -13287135.000000 Penalty: 3753.012939
	Iteration 11Q: 3 clusters Score -1.328714e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -13287865.000000 Penalty: 3753.012939
	Iteration 12Q: 3 clusters Score -1.328786e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -13288146.000000 Penalty: 3753.012939
	Iteration 13Q: 3 clusters Score -1.328815e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -13288298.000000 Penalty: 3753.012939
	Iteration 14Q: 3 clusters Score -1.32883e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99002 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -13288428.000000 Penalty: 3753.012939
	Iteration 15Q: 3 clusters Score -1.328843e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99074 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -13288507.000000 Penalty: 3753.012939
	Iteration 16Q: 3 clusters Score -1.328851e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -13288550.000000 Penalty: 3753.012939
	Iteration 17Q: 3 clusters Score -1.328855e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99100 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -13288618.000000 Penalty: 3753.012939
	Iteration 18Q: 3 clusters Score -1.328862e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -13288653.000000 Penalty: 3753.012939
	Iteration 19Q: 3 clusters Score -1.328865e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -13288688.000000 Penalty: 3753.012939
	Iteration 20F: 3 clusters Score -1.328869e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -13288673.000000 Penalty: 3753.012939
	Iteration 21Q: 3 clusters Score -1.328867e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -13288716.000000 Penalty: 3753.012939
	Iteration 22Q: 3 clusters Score -1.328872e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99124 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -13288710.000000 Penalty: 3753.012939
	Iteration 23Q: 3 clusters Score -1.328871e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99102 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -13288735.000000 Penalty: 3753.012939
	Iteration 24Q: 3 clusters Score -1.328874e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99072 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -13288730.000000 Penalty: 3753.012939
	Iteration 25Q: 3 clusters Score -1.328873e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -13288725.000000 Penalty: 3753.012939
	Iteration 26Q: 3 clusters Score -1.328872e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -13288762.000000 Penalty: 3753.012939
	Iteration 27Q: 3 clusters Score -1.328876e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98965 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -13288762.000000 Penalty: 3753.012939
	Iteration 28Q: 3 clusters Score -1.328876e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98904 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -13288754.000000 Penalty: 3753.012939
	Iteration 29Q: 3 clusters Score -1.328875e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -13288762.000000 Penalty: 3753.012939
	Iteration 30Q: 3 clusters Score -1.328876e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -13288800.000000 Penalty: 3753.012939
	Iteration 31Q: 3 clusters Score -1.32888e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98713 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -13288804.000000 Penalty: 3753.012939
	Iteration 32Q: 3 clusters Score -1.32888e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -13288788.000000 Penalty: 3753.012939
	Iteration 33Q: 3 clusters Score -1.328879e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -13288800.000000 Penalty: 3753.012939
	Iteration 34Q: 3 clusters Score -1.32888e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -13288829.000000 Penalty: 3753.012939
	Iteration 35Q: 3 clusters Score -1.328883e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -13288856.000000 Penalty: 3753.012939
	Iteration 36Q: 3 clusters Score -1.328886e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -13288858.000000 Penalty: 3753.012939
	Iteration 37Q: 3 clusters Score -1.328886e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -13288831.000000 Penalty: 3753.012939
	Iteration 38Q: 3 clusters Score -1.328883e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98217 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -13288829.000000 Penalty: 3753.012939
	Iteration 39Q: 3 clusters Score -1.328883e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -13288846.000000 Penalty: 3753.012939
	Iteration 40F: 3 clusters Score -1.328885e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -13288862.000000 Penalty: 3753.012939
	Iteration 41Q: 3 clusters Score -1.328886e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97945 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -13288868.000000 Penalty: 3753.012939
	Iteration 42Q: 3 clusters Score -1.328887e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -13288866.000000 Penalty: 3753.012939
	Iteration 43Q: 3 clusters Score -1.328887e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -13288877.000000 Penalty: 3753.012939
	Iteration 44Q: 3 clusters Score -1.328888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -13288864.000000 Penalty: 3753.012939
	Iteration 45Q: 3 clusters Score -1.328886e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -13288866.000000 Penalty: 3753.012939
	Iteration 46Q: 3 clusters Score -1.328887e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97537 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -13288864.000000 Penalty: 3753.012939
	Iteration 47Q: 3 clusters Score -1.328886e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97425 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -13288889.000000 Penalty: 3753.012939
	Iteration 48Q: 3 clusters Score -1.328889e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97308 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -13288928.000000 Penalty: 3753.012939
	Iteration 49Q: 3 clusters Score -1.328893e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -13288974.000000 Penalty: 3753.012939
	Iteration 50Q: 3 clusters Score -1.328897e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -13289010.000000 Penalty: 3753.012939
	Iteration 51Q: 3 clusters Score -1.328901e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -13289063.000000 Penalty: 3753.012939
	Iteration 52Q: 3 clusters Score -1.328906e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -13289059.000000 Penalty: 3753.012939
	Iteration 53Q: 3 clusters Score -1.328906e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -13289072.000000 Penalty: 3753.012939
	Iteration 54Q: 3 clusters Score -1.328907e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -13289088.000000 Penalty: 3753.012939
	Iteration 55Q: 3 clusters Score -1.328909e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96215 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -13289123.000000 Penalty: 3753.012939
	Iteration 56Q: 3 clusters Score -1.328912e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96056 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -13289128.000000 Penalty: 3753.012939
	Iteration 57Q: 3 clusters Score -1.328913e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95897 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -13289167.000000 Penalty: 3753.012939
	Iteration 58Q: 3 clusters Score -1.328917e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -13289220.000000 Penalty: 3753.012939
	Iteration 59Q: 3 clusters Score -1.328922e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -13289237.000000 Penalty: 3753.012939
	Iteration 60F: 3 clusters Score -1.328924e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95391 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -13289252.000000 Penalty: 3753.012939
	Iteration 61Q: 3 clusters Score -1.328925e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95208 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -13289304.000000 Penalty: 3753.012939
	Iteration 62Q: 3 clusters Score -1.32893e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -13289308.000000 Penalty: 3753.012939
	Iteration 63Q: 3 clusters Score -1.328931e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -13289288.000000 Penalty: 3753.012939
	Iteration 64Q: 3 clusters Score -1.328929e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -13289317.000000 Penalty: 3753.012939
	Iteration 65Q: 3 clusters Score -1.328932e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94468 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -13289364.000000 Penalty: 3753.012939
	Iteration 66Q: 3 clusters Score -1.328936e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -13289391.000000 Penalty: 3753.012939
	Iteration 67Q: 3 clusters Score -1.328939e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -13289403.000000 Penalty: 3753.012939
	Iteration 68Q: 3 clusters Score -1.32894e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -13289408.000000 Penalty: 3753.012939
	Iteration 69Q: 3 clusters Score -1.328941e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -13289416.000000 Penalty: 3753.012939
	Iteration 70Q: 3 clusters Score -1.328942e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -13289453.000000 Penalty: 3753.012939
	Iteration 71Q: 3 clusters Score -1.328945e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -13289466.000000 Penalty: 3753.012939
	Iteration 72Q: 3 clusters Score -1.328947e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -13289492.000000 Penalty: 3753.012939
	Iteration 73Q: 3 clusters Score -1.328949e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -13289523.000000 Penalty: 3753.012939
	Iteration 74Q: 3 clusters Score -1.328952e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -13289505.000000 Penalty: 3753.012939
	Iteration 75Q: 3 clusters Score -1.32895e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92541 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -13289535.000000 Penalty: 3753.012939
	Iteration 76Q: 3 clusters Score -1.328954e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -13289569.000000 Penalty: 3753.012939
	Iteration 77Q: 3 clusters Score -1.328957e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -13289622.000000 Penalty: 3753.012939
	Iteration 78Q: 3 clusters Score -1.328962e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -13289626.000000 Penalty: 3753.012939
	Iteration 79Q: 3 clusters Score -1.328963e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91549 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -13289622.000000 Penalty: 3753.012939
	Iteration 80F: 3 clusters Score -1.328962e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91294 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -13289611.000000 Penalty: 3753.012939
	Iteration 81Q: 3 clusters Score -1.328961e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -13289626.000000 Penalty: 3753.012939
	Iteration 82Q: 3 clusters Score -1.328963e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -13289737.000000 Penalty: 3753.012939
	Iteration 83Q: 3 clusters Score -1.328974e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -13289750.000000 Penalty: 3753.012939
	Iteration 84Q: 3 clusters Score -1.328975e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -13289761.000000 Penalty: 3753.012939
	Iteration 85Q: 3 clusters Score -1.328976e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -13289786.000000 Penalty: 3753.012939
	Iteration 86Q: 3 clusters Score -1.328979e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -13289809.000000 Penalty: 3753.012939
	Iteration 87Q: 3 clusters Score -1.328981e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -13289836.000000 Penalty: 3753.012939
	Iteration 88Q: 3 clusters Score -1.328984e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -13289887.000000 Penalty: 3753.012939
	Iteration 89Q: 3 clusters Score -1.328989e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -13289897.000000 Penalty: 3753.012939
	Iteration 90Q: 3 clusters Score -1.32899e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88134 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -13289928.000000 Penalty: 3753.012939
	Iteration 91Q: 3 clusters Score -1.328993e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -13289995.000000 Penalty: 3753.012939
	Iteration 92Q: 3 clusters Score -1.329e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -13290042.000000 Penalty: 3753.012939
	Iteration 93Q: 3 clusters Score -1.329004e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -13290021.000000 Penalty: 3753.012939
	Iteration 94Q: 3 clusters Score -1.329002e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -13290063.000000 Penalty: 3753.012939
	Iteration 95Q: 3 clusters Score -1.329006e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -13290102.000000 Penalty: 3753.012939
	Iteration 96Q: 3 clusters Score -1.32901e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -13290157.000000 Penalty: 3753.012939
	Iteration 97Q: 3 clusters Score -1.329016e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85611 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -13290206.000000 Penalty: 3753.012939
	Iteration 98Q: 3 clusters Score -1.329021e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85262 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -13290288.000000 Penalty: 3753.012939
	Iteration 99Q: 3 clusters Score -1.329029e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -13290304.000000 Penalty: 3753.012939
	Iteration 100F: 3 clusters Score -1.32903e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -13290397.000000 Penalty: 3753.012939
	Iteration 101Q: 3 clusters Score -1.32904e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84122 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -13290418.000000 Penalty: 3753.012939
	Iteration 102Q: 3 clusters Score -1.329042e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83732 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -13290488.000000 Penalty: 3753.012939
	Iteration 103Q: 3 clusters Score -1.329049e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -13290528.000000 Penalty: 3753.012939
	Iteration 104Q: 3 clusters Score -1.329053e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -13290572.000000 Penalty: 3753.012939
	Iteration 105Q: 3 clusters Score -1.329057e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -13290580.000000 Penalty: 3753.012939
	Iteration 106Q: 3 clusters Score -1.329058e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -13290603.000000 Penalty: 3753.012939
	Iteration 107Q: 3 clusters Score -1.32906e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -13290688.000000 Penalty: 3753.012939
	Iteration 108Q: 3 clusters Score -1.329069e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -13290732.000000 Penalty: 3753.012939
	Iteration 109Q: 3 clusters Score -1.329073e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -13290774.000000 Penalty: 3753.012939
	Iteration 110Q: 3 clusters Score -1.329077e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80713 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -13290796.000000 Penalty: 3753.012939
	Iteration 111Q: 3 clusters Score -1.32908e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -13290877.000000 Penalty: 3753.012939
	Iteration 112Q: 3 clusters Score -1.329088e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79873 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -13290887.000000 Penalty: 3753.012939
	Iteration 113Q: 3 clusters Score -1.329089e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -13290987.000000 Penalty: 3753.012939
	Iteration 114Q: 3 clusters Score -1.329099e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -13290997.000000 Penalty: 3753.012939
	Iteration 115Q: 3 clusters Score -1.3291e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -13291030.000000 Penalty: 3753.012939
	Iteration 116Q: 3 clusters Score -1.329103e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -13291096.000000 Penalty: 3753.012939
	Iteration 117Q: 3 clusters Score -1.32911e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -13291103.000000 Penalty: 3753.012939
	Iteration 118Q: 3 clusters Score -1.32911e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -13291108.000000 Penalty: 3753.012939
	Iteration 119Q: 3 clusters Score -1.329111e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -13291168.000000 Penalty: 3753.012939
	Iteration 120F: 3 clusters Score -1.329117e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76550 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -13291208.000000 Penalty: 3753.012939
	Iteration 121Q: 3 clusters Score -1.329121e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -13291268.000000 Penalty: 3753.012939
	Iteration 122Q: 3 clusters Score -1.329127e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -13291298.000000 Penalty: 3753.012939
	Iteration 123Q: 3 clusters Score -1.32913e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75260 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -13291323.000000 Penalty: 3753.012939
	Iteration 124Q: 3 clusters Score -1.329132e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74822 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -13291366.000000 Penalty: 3753.012939
	Iteration 125Q: 3 clusters Score -1.329137e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -13291398.000000 Penalty: 3753.012939
	Iteration 126Q: 3 clusters Score -1.32914e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -13291450.000000 Penalty: 3753.012939
	Iteration 127Q: 3 clusters Score -1.329145e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -13291512.000000 Penalty: 3753.012939
	Iteration 128Q: 3 clusters Score -1.329151e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -13291546.000000 Penalty: 3753.012939
	Iteration 129Q: 3 clusters Score -1.329155e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -13291591.000000 Penalty: 3753.012939
	Iteration 130Q: 3 clusters Score -1.329159e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72168 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -13291635.000000 Penalty: 3753.012939
	Iteration 131Q: 3 clusters Score -1.329164e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -13291699.000000 Penalty: 3753.012939
	Iteration 132Q: 3 clusters Score -1.32917e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71316 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -13291736.000000 Penalty: 3753.012939
	Iteration 133Q: 3 clusters Score -1.329174e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -13291721.000000 Penalty: 3753.012939
	Iteration 134Q: 3 clusters Score -1.329172e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -13291803.000000 Penalty: 3753.012939
	Iteration 135Q: 3 clusters Score -1.32918e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -13291828.000000 Penalty: 3753.012939
	Iteration 136Q: 3 clusters Score -1.329183e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -13291923.000000 Penalty: 3753.012939
	Iteration 137Q: 3 clusters Score -1.329192e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -13291948.000000 Penalty: 3753.012939
	Iteration 138Q: 3 clusters Score -1.329195e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -13291998.000000 Penalty: 3753.012939
	Iteration 139Q: 3 clusters Score -1.3292e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68670 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -13292026.000000 Penalty: 3753.012939
	Iteration 140F: 3 clusters Score -1.329203e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -13292046.000000 Penalty: 3753.012939
	Iteration 141Q: 3 clusters Score -1.329205e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -13292092.000000 Penalty: 3753.012939
	Iteration 142Q: 3 clusters Score -1.329209e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -13292160.000000 Penalty: 3753.012939
	Iteration 143Q: 3 clusters Score -1.329216e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -13292185.000000 Penalty: 3753.012939
	Iteration 144Q: 3 clusters Score -1.329218e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -13292226.000000 Penalty: 3753.012939
	Iteration 145Q: 3 clusters Score -1.329223e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -13292264.000000 Penalty: 3753.012939
	Iteration 146Q: 3 clusters Score -1.329226e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -13292308.000000 Penalty: 3753.012939
	Iteration 147Q: 3 clusters Score -1.329231e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -13292336.000000 Penalty: 3753.012939
	Iteration 148Q: 3 clusters Score -1.329234e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -13292339.000000 Penalty: 3753.012939
	Iteration 149Q: 3 clusters Score -1.329234e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -13292352.000000 Penalty: 3753.012939
	Iteration 150Q: 3 clusters Score -1.329235e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65451 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -13292307.000000 Penalty: 3753.012939
	Iteration 151Q: 3 clusters Score -1.329231e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -13292324.000000 Penalty: 3753.012939
	Iteration 152Q: 3 clusters Score -1.329232e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65090 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -13292373.000000 Penalty: 3753.012939
	Iteration 153Q: 3 clusters Score -1.329237e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -13292373.000000 Penalty: 3753.012939
	Iteration 154Q: 3 clusters Score -1.329237e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64771 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -13292420.000000 Penalty: 3753.012939
	Iteration 155Q: 3 clusters Score -1.329242e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -13292415.000000 Penalty: 3753.012939
	Iteration 156Q: 3 clusters Score -1.329242e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -13292455.000000 Penalty: 3753.012939
	Iteration 157Q: 3 clusters Score -1.329246e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64282 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -13292471.000000 Penalty: 3753.012939
	Iteration 158Q: 3 clusters Score -1.329247e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64140 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -13292478.000000 Penalty: 3753.012939
	Iteration 159Q: 3 clusters Score -1.329248e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -13292507.000000 Penalty: 3753.012939
	Iteration 160F: 3 clusters Score -1.329251e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -13292538.000000 Penalty: 3753.012939
	Iteration 161Q: 3 clusters Score -1.329254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63714 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -13292527.000000 Penalty: 3753.012939
	Iteration 162Q: 3 clusters Score -1.329253e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63581 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -13292522.000000 Penalty: 3753.012939
	Iteration 163Q: 3 clusters Score -1.329252e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -13292506.000000 Penalty: 3753.012939
	Iteration 164Q: 3 clusters Score -1.329251e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -13292516.000000 Penalty: 3753.012939
	Iteration 165Q: 3 clusters Score -1.329252e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -13292488.000000 Penalty: 3753.012939
	Iteration 166Q: 3 clusters Score -1.329249e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -13292493.000000 Penalty: 3753.012939
	Iteration 167Q: 3 clusters Score -1.329249e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -13292486.000000 Penalty: 3753.012939
	Iteration 168Q: 3 clusters Score -1.329249e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -13292481.000000 Penalty: 3753.012939
	Iteration 169Q: 3 clusters Score -1.329248e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62965 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -13292507.000000 Penalty: 3753.012939
	Iteration 170Q: 3 clusters Score -1.329251e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -13292507.000000 Penalty: 3753.012939
	Iteration 171Q: 3 clusters Score -1.329251e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -13292506.000000 Penalty: 3753.012939
	Iteration 172Q: 3 clusters Score -1.329251e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -13292505.000000 Penalty: 3753.012939
	Iteration 173Q: 3 clusters Score -1.32925e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -13292489.000000 Penalty: 3753.012939
	Iteration 174Q: 3 clusters Score -1.329249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -13292476.000000 Penalty: 3753.012939
	Iteration 175Q: 3 clusters Score -1.329248e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -13292490.000000 Penalty: 3753.012939
	Iteration 176Q: 3 clusters Score -1.329249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -13292499.000000 Penalty: 3753.012939
	Iteration 177Q: 3 clusters Score -1.32925e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -13292490.000000 Penalty: 3753.012939
	Iteration 178Q: 3 clusters Score -1.329249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -13292479.000000 Penalty: 3753.012939
	Iteration 179Q: 3 clusters Score -1.329248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -13292478.000000 Penalty: 3753.012939
	Iteration 180F: 3 clusters Score -1.329248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -13292484.000000 Penalty: 3753.012939
	Iteration 181Q: 3 clusters Score -1.329248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -13292486.000000 Penalty: 3753.012939
	Iteration 182Q: 3 clusters Score -1.329249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -13292479.000000 Penalty: 3753.012939
	Iteration 183Q: 3 clusters Score -1.329248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -13292481.000000 Penalty: 3753.012939
	Iteration 184Q: 3 clusters Score -1.329248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -13292496.000000 Penalty: 3753.012939
	Iteration 185Q: 3 clusters Score -1.32925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -13292494.000000 Penalty: 3753.012939
	Iteration 186Q: 3 clusters Score -1.329249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62421 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -13292499.000000 Penalty: 3753.012939
	Iteration 187Q: 3 clusters Score -1.32925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -13292495.000000 Penalty: 3753.012939
	Iteration 188Q: 3 clusters Score -1.32925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62403 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -13292498.000000 Penalty: 3753.012939
	Iteration 189Q: 3 clusters Score -1.32925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -13292501.000000 Penalty: 3753.012939
	Iteration 190Q: 3 clusters Score -1.32925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -13292493.000000 Penalty: 3753.012939
	Iteration 191Q: 3 clusters Score -1.329249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -13292491.000000 Penalty: 3753.012939
	Iteration 192Q: 3 clusters Score -1.329249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -13292493.000000 Penalty: 3753.012939
	Iteration 193Q: 3 clusters Score -1.329249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -13292492.000000 Penalty: 3753.012939
	Iteration 194Q: 3 clusters Score -1.329249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -13292494.000000 Penalty: 3753.012939
	Iteration 195Q: 3 clusters Score -1.329249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -13292494.000000 Penalty: 3753.012939
	Iteration 196F: 3 clusters Score -1.329249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 48906 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 62385 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64910 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107102 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 15358 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 41157 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6858 members 
Entering Unmasked Estep 
Score: -59769048.000000 Penalty: 55249.664062
Splitting cluster 7 changes total score from -59766852.000000 to -59769048.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -29731.671875 Penalty: 894.616394
	Iteration 0F: 2 clusters Score -29731.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28940.769531 Penalty: 1789.232788
	Iteration 0F: 3 clusters Score -28940.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29037.363281 Penalty: 1789.232788
	Iteration 1F: 3 clusters Score -29037.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29065.656250 Penalty: 1789.232788
	Iteration 2Q: 3 clusters Score -29065.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29065.656250 Penalty: 1789.232788
	Iteration 3F: 3 clusters Score -29065.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Entering Unmasked Estep 
Score: -1660596.250000 Penalty: 1542.740723
	Iteration 0F: 2 clusters Score -1660596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1651315.500000 Penalty: 3085.481445
	Iteration 0F: 3 clusters Score -1651316 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1654526.750000 Penalty: 3085.481445
	Iteration 1F: 3 clusters Score -1654527 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1654902.125000 Penalty: 3085.481445
	Iteration 2F: 3 clusters Score -1654902 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1655249.750000 Penalty: 3085.481445
	Iteration 3F: 3 clusters Score -1655250 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1655602.375000 Penalty: 3085.481445
	Iteration 4F: 3 clusters Score -1655602 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1655926.500000 Penalty: 3085.481445
	Iteration 5Q: 3 clusters Score -1655926 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1656303.875000 Penalty: 3085.481445
	Iteration 6Q: 3 clusters Score -1656304 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1656724.250000 Penalty: 3085.481445
	Iteration 7F: 3 clusters Score -1656724 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1657179.250000 Penalty: 3085.481445
	Iteration 8F: 3 clusters Score -1657179 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1657605.625000 Penalty: 3085.481445
	Iteration 9Q: 3 clusters Score -1657606 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1657929.125000 Penalty: 3085.481445
	Iteration 10Q: 3 clusters Score -1657929 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1658111.000000 Penalty: 3085.481445
	Iteration 11Q: 3 clusters Score -1658111 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1658202.000000 Penalty: 3085.481445
	Iteration 12Q: 3 clusters Score -1658202 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1658249.750000 Penalty: 3085.481445
	Iteration 13Q: 3 clusters Score -1658250 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1658296.125000 Penalty: 3085.481445
	Iteration 14Q: 3 clusters Score -1658296 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1658333.500000 Penalty: 3085.481445
	Iteration 15Q: 3 clusters Score -1658334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1658365.375000 Penalty: 3085.481445
	Iteration 16Q: 3 clusters Score -1658365 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1658401.875000 Penalty: 3085.481445
	Iteration 17Q: 3 clusters Score -1658402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1658433.625000 Penalty: 3085.481445
	Iteration 18Q: 3 clusters Score -1658434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1658467.750000 Penalty: 3085.481445
	Iteration 19Q: 3 clusters Score -1658468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1658485.125000 Penalty: 3085.481445
	Iteration 20F: 3 clusters Score -1658485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1658502.750000 Penalty: 3085.481445
	Iteration 21Q: 3 clusters Score -1658503 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1658517.875000 Penalty: 3085.481445
	Iteration 22Q: 3 clusters Score -1658518 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1658546.500000 Penalty: 3085.481445
	Iteration 23Q: 3 clusters Score -1658546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1658569.000000 Penalty: 3085.481445
	Iteration 24Q: 3 clusters Score -1658569 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1658593.000000 Penalty: 3085.481445
	Iteration 25Q: 3 clusters Score -1658593 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1658615.875000 Penalty: 3085.481445
	Iteration 26Q: 3 clusters Score -1658616 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1658652.000000 Penalty: 3085.481445
	Iteration 27Q: 3 clusters Score -1658652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1658671.750000 Penalty: 3085.481445
	Iteration 28Q: 3 clusters Score -1658672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1658699.250000 Penalty: 3085.481445
	Iteration 29Q: 3 clusters Score -1658699 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1658729.500000 Penalty: 3085.481445
	Iteration 30Q: 3 clusters Score -1658730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1658749.375000 Penalty: 3085.481445
	Iteration 31Q: 3 clusters Score -1658749 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1658778.000000 Penalty: 3085.481445
	Iteration 32Q: 3 clusters Score -1658778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1658803.250000 Penalty: 3085.481445
	Iteration 33Q: 3 clusters Score -1658803 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1658837.625000 Penalty: 3085.481445
	Iteration 34Q: 3 clusters Score -1658838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1658869.250000 Penalty: 3085.481445
	Iteration 35Q: 3 clusters Score -1658869 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1658919.250000 Penalty: 3085.481445
	Iteration 36Q: 3 clusters Score -1658919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1658953.375000 Penalty: 3085.481445
	Iteration 37Q: 3 clusters Score -1658953 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1658996.250000 Penalty: 3085.481445
	Iteration 38Q: 3 clusters Score -1658996 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1659028.250000 Penalty: 3085.481445
	Iteration 39Q: 3 clusters Score -1659028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1659066.125000 Penalty: 3085.481445
	Iteration 40F: 3 clusters Score -1659066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1659105.750000 Penalty: 3085.481445
	Iteration 41Q: 3 clusters Score -1659106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1659138.625000 Penalty: 3085.481445
	Iteration 42Q: 3 clusters Score -1659139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1659182.250000 Penalty: 3085.481445
	Iteration 43Q: 3 clusters Score -1659182 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1659224.000000 Penalty: 3085.481445
	Iteration 44Q: 3 clusters Score -1659224 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1659255.500000 Penalty: 3085.481445
	Iteration 45Q: 3 clusters Score -1659256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1659286.875000 Penalty: 3085.481445
	Iteration 46Q: 3 clusters Score -1659287 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1659326.125000 Penalty: 3085.481445
	Iteration 47Q: 3 clusters Score -1659326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1659355.375000 Penalty: 3085.481445
	Iteration 48Q: 3 clusters Score -1659355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1659394.250000 Penalty: 3085.481445
	Iteration 49Q: 3 clusters Score -1659394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1659419.750000 Penalty: 3085.481445
	Iteration 50Q: 3 clusters Score -1659420 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1659446.625000 Penalty: 3085.481445
	Iteration 51Q: 3 clusters Score -1659447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1659476.250000 Penalty: 3085.481445
	Iteration 52Q: 3 clusters Score -1659476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1659512.875000 Penalty: 3085.481445
	Iteration 53Q: 3 clusters Score -1659513 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1659561.125000 Penalty: 3085.481445
	Iteration 54Q: 3 clusters Score -1659561 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1659613.250000 Penalty: 3085.481445
	Iteration 55Q: 3 clusters Score -1659613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1659644.250000 Penalty: 3085.481445
	Iteration 56Q: 3 clusters Score -1659644 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1659680.125000 Penalty: 3085.481445
	Iteration 57Q: 3 clusters Score -1659680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1659716.000000 Penalty: 3085.481445
	Iteration 58Q: 3 clusters Score -1659716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1659758.000000 Penalty: 3085.481445
	Iteration 59Q: 3 clusters Score -1659758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1659788.625000 Penalty: 3085.481445
	Iteration 60F: 3 clusters Score -1659789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1659807.125000 Penalty: 3085.481445
	Iteration 61Q: 3 clusters Score -1659807 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1659828.500000 Penalty: 3085.481445
	Iteration 62Q: 3 clusters Score -1659828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1659841.625000 Penalty: 3085.481445
	Iteration 63Q: 3 clusters Score -1659842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1659846.250000 Penalty: 3085.481445
	Iteration 64Q: 3 clusters Score -1659846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1659855.125000 Penalty: 3085.481445
	Iteration 65Q: 3 clusters Score -1659855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1659859.625000 Penalty: 3085.481445
	Iteration 66Q: 3 clusters Score -1659860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1659862.500000 Penalty: 3085.481445
	Iteration 67Q: 3 clusters Score -1659862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1659861.875000 Penalty: 3085.481445
	Iteration 68Q: 3 clusters Score -1659862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1659866.250000 Penalty: 3085.481445
	Iteration 69Q: 3 clusters Score -1659866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1659871.625000 Penalty: 3085.481445
	Iteration 70Q: 3 clusters Score -1659872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1659872.375000 Penalty: 3085.481445
	Iteration 71Q: 3 clusters Score -1659872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1659874.875000 Penalty: 3085.481445
	Iteration 72Q: 3 clusters Score -1659875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1659880.000000 Penalty: 3085.481445
	Iteration 73Q: 3 clusters Score -1659880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1659879.875000 Penalty: 3085.481445
	Iteration 74Q: 3 clusters Score -1659880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1659882.125000 Penalty: 3085.481445
	Iteration 75Q: 3 clusters Score -1659882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1659882.250000 Penalty: 3085.481445
	Iteration 76Q: 3 clusters Score -1659882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1659884.125000 Penalty: 3085.481445
	Iteration 77Q: 3 clusters Score -1659884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1659885.625000 Penalty: 3085.481445
	Iteration 78Q: 3 clusters Score -1659886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1659884.750000 Penalty: 3085.481445
	Iteration 79Q: 3 clusters Score -1659885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1659886.375000 Penalty: 3085.481445
	Iteration 80F: 3 clusters Score -1659886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1659886.875000 Penalty: 3085.481445
	Iteration 81Q: 3 clusters Score -1659887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1659887.000000 Penalty: 3085.481445
	Iteration 82Q: 3 clusters Score -1659887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1659886.875000 Penalty: 3085.481445
	Iteration 83Q: 3 clusters Score -1659887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1659885.250000 Penalty: 3085.481445
	Iteration 84Q: 3 clusters Score -1659885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1659885.250000 Penalty: 3085.481445
	Iteration 85F: 3 clusters Score -1659885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -66877.507812 Penalty: 1051.756226
	Iteration 0F: 2 clusters Score -66877.51 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 336 members 
Entering Unmasked Estep 
Score: -65760.226562 Penalty: 2103.512451
	Iteration 0F: 3 clusters Score -65760.23 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66119.843750 Penalty: 2103.512451
	Iteration 1F: 3 clusters Score -66119.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66259.914062 Penalty: 2103.512451
	Iteration 2F: 3 clusters Score -66259.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66352.007812 Penalty: 2103.512451
	Iteration 3F: 3 clusters Score -66352.01 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66416.593750 Penalty: 2103.512451
	Iteration 4F: 3 clusters Score -66416.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66452.007812 Penalty: 2103.512451
	Iteration 5Q: 3 clusters Score -66452.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66481.812500 Penalty: 2103.512451
	Iteration 6Q: 3 clusters Score -66481.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66508.875000 Penalty: 2103.512451
	Iteration 7Q: 3 clusters Score -66508.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66527.289062 Penalty: 2103.512451
	Iteration 8Q: 3 clusters Score -66527.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66536.406250 Penalty: 2103.512451
	Iteration 9Q: 3 clusters Score -66536.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66537.023438 Penalty: 2103.512451
	Iteration 10Q: 3 clusters Score -66537.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66537.023438 Penalty: 2103.512451
	Iteration 11F: 3 clusters Score -66537.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (64910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Entering Unmasked Estep 
Score: -8370367.000000 Penalty: 1800.623047
	Iteration 0F: 2 clusters Score -8370367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -8327055.000000 Penalty: 3601.246094
	Iteration 0F: 3 clusters Score -8327055 nChanged 30735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -8344715.000000 Penalty: 3601.246094
	Iteration 1F: 3 clusters Score -8344715 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -8345419.000000 Penalty: 3601.246094
	Iteration 2Q: 3 clusters Score -8345419 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -8346269.500000 Penalty: 3601.246094
	Iteration 3Q: 3 clusters Score -8346270 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -8347472.500000 Penalty: 3601.246094
	Iteration 4Q: 3 clusters Score -8347472 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -8349276.000000 Penalty: 3601.246094
	Iteration 5F: 3 clusters Score -8349276 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -8352009.000000 Penalty: 3601.246094
	Iteration 6F: 3 clusters Score -8352009 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -8355314.500000 Penalty: 3601.246094
	Iteration 7F: 3 clusters Score -8355314 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -8357979.500000 Penalty: 3601.246094
	Iteration 8F: 3 clusters Score -8357980 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -8359287.500000 Penalty: 3601.246094
	Iteration 9Q: 3 clusters Score -8359288 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -8359748.500000 Penalty: 3601.246094
	Iteration 10Q: 3 clusters Score -8359748 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -8359991.500000 Penalty: 3601.246094
	Iteration 11Q: 3 clusters Score -8359992 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -8360183.000000 Penalty: 3601.246094
	Iteration 12Q: 3 clusters Score -8360183 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -8360419.500000 Penalty: 3601.246094
	Iteration 13Q: 3 clusters Score -8360420 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -8360564.000000 Penalty: 3601.246094
	Iteration 14Q: 3 clusters Score -8360564 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -8360684.000000 Penalty: 3601.246094
	Iteration 15Q: 3 clusters Score -8360684 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8360866.500000 Penalty: 3601.246094
	Iteration 16Q: 3 clusters Score -8360866 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8361032.000000 Penalty: 3601.246094
	Iteration 17Q: 3 clusters Score -8361032 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8361173.500000 Penalty: 3601.246094
	Iteration 18Q: 3 clusters Score -8361174 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8361358.000000 Penalty: 3601.246094
	Iteration 19Q: 3 clusters Score -8361358 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8361513.500000 Penalty: 3601.246094
	Iteration 20F: 3 clusters Score -8361514 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8361700.000000 Penalty: 3601.246094
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Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8361856 nChanged 734
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Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8362184 nChanged 743
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Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8362349 nChanged 789
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Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8362554 nChanged 792
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Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8362782 nChanged 859
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Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 48026 members 
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	Iteration 28Q: 3 clusters Score -8363008 nChanged 849
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Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8363254 nChanged 828
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Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 49639 members 
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	Iteration 30Q: 3 clusters Score -8363494 nChanged 833
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Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8363730 nChanged 857
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Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8364030 nChanged 887
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Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 52150 members 
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	Iteration 33Q: 3 clusters Score -8364319 nChanged 894
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Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 53030 members 
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Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 53917 members 
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	Iteration 35Q: 3 clusters Score -8365120 nChanged 886
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Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 54785 members 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 55614 members 
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Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 56417 members 
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	Iteration 38Q: 3 clusters Score -8366554 nChanged 729
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Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 57112 members 
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	Iteration 39Q: 3 clusters Score -8367018 nChanged 643
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Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8367410 nChanged 540
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Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 58125 members 
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Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 58473 members 
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	Iteration 42Q: 3 clusters Score -8367912 nChanged 378
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Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 58741 members 
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Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 58954 members 
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Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 59252 members 
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Mstep: Class 1 contains 5517 members 
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Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 59525 members 
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	Iteration 48Q: 3 clusters Score -8368240 nChanged 116
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Mstep: Class 1 contains 5094 members 
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Mstep: Class 1 contains 4527 members 
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Mstep: Class 1 contains 4374 members 
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	Iteration 60F: 3 clusters Score -8368390 nChanged 63
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Mstep: Class 1 contains 4166 members 
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Mstep: Class 1 contains 4079 members 
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	Iteration 65Q: 3 clusters Score -8368434 nChanged 63
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Mstep: Class 1 contains 3942 members 
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Mstep: Class 1 contains 3895 members 
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	Iteration 67Q: 3 clusters Score -8368432 nChanged 44
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	Iteration 68Q: 3 clusters Score -8368440 nChanged 49
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	Iteration 69Q: 3 clusters Score -8368429 nChanged 38
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	Iteration 73Q: 3 clusters Score -8368466 nChanged 41
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	Iteration 74Q: 3 clusters Score -8368462 nChanged 39
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	Iteration 76Q: 3 clusters Score -8368462 nChanged 20
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	Iteration 77Q: 3 clusters Score -8368464 nChanged 16
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	Iteration 78Q: 3 clusters Score -8368460 nChanged 13
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	Iteration 79Q: 3 clusters Score -8368463 nChanged 14
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Mstep: Class 1 contains 3490 members 
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	Iteration 80F: 3 clusters Score -8368462 nChanged 15
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	Iteration 83Q: 3 clusters Score -8368464 nChanged 14
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	Iteration 86Q: 3 clusters Score -8368462 nChanged 10
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	Iteration 87Q: 3 clusters Score -8368458 nChanged 7
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	Iteration 88Q: 3 clusters Score -8368462 nChanged 8
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	Iteration 89Q: 3 clusters Score -8368474 nChanged 7
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	Iteration 90Q: 3 clusters Score -8368469 nChanged 8
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	Iteration 91Q: 3 clusters Score -8368470 nChanged 6
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	Iteration 93Q: 3 clusters Score -8368478 nChanged 5
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	Iteration 95Q: 3 clusters Score -8368480 nChanged 6
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	Iteration 97Q: 3 clusters Score -8368486 nChanged 12
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	Iteration 100F: 3 clusters Score -8368486 nChanged 33
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	Iteration 101Q: 3 clusters Score -8368482 nChanged 42
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	Iteration 102Q: 3 clusters Score -8368482 nChanged 44
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	Iteration 103Q: 3 clusters Score -8368507 nChanged 34
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	Iteration 104Q: 3 clusters Score -8368518 nChanged 35
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	Iteration 105Q: 3 clusters Score -8368516 nChanged 35
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	Iteration 106Q: 3 clusters Score -8368512 nChanged 32
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	Iteration 107Q: 3 clusters Score -8368516 nChanged 29
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	Iteration 108Q: 3 clusters Score -8368514 nChanged 31
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	Iteration 109Q: 3 clusters Score -8368526 nChanged 34
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	Iteration 110Q: 3 clusters Score -8368534 nChanged 32
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	Iteration 111Q: 3 clusters Score -8368528 nChanged 39
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	Iteration 112Q: 3 clusters Score -8368515 nChanged 34
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Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -8368519.500000 Penalty: 3601.246094
	Iteration 113Q: 3 clusters Score -8368520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -8368528.000000 Penalty: 3601.246094
	Iteration 114Q: 3 clusters Score -8368528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -8368542.000000 Penalty: 3601.246094
	Iteration 115Q: 3 clusters Score -8368542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -8368528.500000 Penalty: 3601.246094
	Iteration 116Q: 3 clusters Score -8368528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -8368532.500000 Penalty: 3601.246094
	Iteration 117Q: 3 clusters Score -8368532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -8368537.000000 Penalty: 3601.246094
	Iteration 118Q: 3 clusters Score -8368537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 62206 members 
Entering Unmasked Estep 
Score: -8368533.000000 Penalty: 3601.246094
	Iteration 119Q: 3 clusters Score -8368533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -8368529.500000 Penalty: 3601.246094
	Iteration 120F: 3 clusters Score -8368530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 62232 members 
Entering Unmasked Estep 
Score: -8368525.500000 Penalty: 3601.246094
	Iteration 121Q: 3 clusters Score -8368526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -8368530.000000 Penalty: 3601.246094
	Iteration 122Q: 3 clusters Score -8368530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -8368538.500000 Penalty: 3601.246094
	Iteration 123Q: 3 clusters Score -8368538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -8368546.500000 Penalty: 3601.246094
	Iteration 124Q: 3 clusters Score -8368546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -8368538.500000 Penalty: 3601.246094
	Iteration 125Q: 3 clusters Score -8368538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -8368549.500000 Penalty: 3601.246094
	Iteration 126Q: 3 clusters Score -8368550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -8368544.000000 Penalty: 3601.246094
	Iteration 127Q: 3 clusters Score -8368544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -8368552.000000 Penalty: 3601.246094
	Iteration 128Q: 3 clusters Score -8368552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -8368549.000000 Penalty: 3601.246094
	Iteration 129Q: 3 clusters Score -8368549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -8368557.500000 Penalty: 3601.246094
	Iteration 130Q: 3 clusters Score -8368558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -8368556.500000 Penalty: 3601.246094
	Iteration 131Q: 3 clusters Score -8368556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -8368554.500000 Penalty: 3601.246094
	Iteration 132Q: 3 clusters Score -8368554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -8368562.500000 Penalty: 3601.246094
	Iteration 133Q: 3 clusters Score -8368562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8368564.000000 Penalty: 3601.246094
	Iteration 134Q: 3 clusters Score -8368564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -8368561.500000 Penalty: 3601.246094
	Iteration 135Q: 3 clusters Score -8368562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8368569.000000 Penalty: 3601.246094
	Iteration 136Q: 3 clusters Score -8368569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -8368574.500000 Penalty: 3601.246094
	Iteration 137Q: 3 clusters Score -8368574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -8368575.000000 Penalty: 3601.246094
	Iteration 138Q: 3 clusters Score -8368575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -8368572.000000 Penalty: 3601.246094
	Iteration 139Q: 3 clusters Score -8368572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -8368571.000000 Penalty: 3601.246094
	Iteration 140F: 3 clusters Score -8368571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 62405 members 
Entering Unmasked Estep 
Score: -8368580.500000 Penalty: 3601.246094
	Iteration 141Q: 3 clusters Score -8368580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -8368582.000000 Penalty: 3601.246094
	Iteration 142Q: 3 clusters Score -8368582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 62415 members 
Entering Unmasked Estep 
Score: -8368577.000000 Penalty: 3601.246094
	Iteration 143Q: 3 clusters Score -8368577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 62423 members 
Entering Unmasked Estep 
Score: -8368576.000000 Penalty: 3601.246094
	Iteration 144Q: 3 clusters Score -8368576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -8368579.500000 Penalty: 3601.246094
	Iteration 145Q: 3 clusters Score -8368580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -8368577.500000 Penalty: 3601.246094
	Iteration 146Q: 3 clusters Score -8368578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -8368580.500000 Penalty: 3601.246094
	Iteration 147Q: 3 clusters Score -8368580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 62440 members 
Entering Unmasked Estep 
Score: -8368581.500000 Penalty: 3601.246094
	Iteration 148Q: 3 clusters Score -8368582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -8368583.500000 Penalty: 3601.246094
	Iteration 149Q: 3 clusters Score -8368584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -8368583.000000 Penalty: 3601.246094
	Iteration 150Q: 3 clusters Score -8368583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -8368592.000000 Penalty: 3601.246094
	Iteration 151Q: 3 clusters Score -8368592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -8368599.000000 Penalty: 3601.246094
	Iteration 152Q: 3 clusters Score -8368599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -8368591.000000 Penalty: 3601.246094
	Iteration 153Q: 3 clusters Score -8368591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -8368594.000000 Penalty: 3601.246094
	Iteration 154Q: 3 clusters Score -8368594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -8368595.000000 Penalty: 3601.246094
	Iteration 155Q: 3 clusters Score -8368595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
Score: -8368595.000000 Penalty: 3601.246094
	Iteration 156F: 3 clusters Score -8368595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -309257.093750 Penalty: 1266.390869
	Iteration 0F: 2 clusters Score -309257.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -306920.312500 Penalty: 2532.781738
	Iteration 0F: 3 clusters Score -306920.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -307451.906250 Penalty: 2532.781738
	Iteration 1F: 3 clusters Score -307451.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307560.312500 Penalty: 2532.781738
	Iteration 2F: 3 clusters Score -307560.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -307622.125000 Penalty: 2532.781738
	Iteration 3Q: 3 clusters Score -307622.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307664.937500 Penalty: 2532.781738
	Iteration 4Q: 3 clusters Score -307664.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -307697.500000 Penalty: 2532.781738
	Iteration 5Q: 3 clusters Score -307697.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307723.250000 Penalty: 2532.781738
	Iteration 6Q: 3 clusters Score -307723.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -307745.250000 Penalty: 2532.781738
	Iteration 7Q: 3 clusters Score -307745.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -307769.218750 Penalty: 2532.781738
	Iteration 8Q: 3 clusters Score -307769.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -307799.250000 Penalty: 2532.781738
	Iteration 9Q: 3 clusters Score -307799.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -307826.500000 Penalty: 2532.781738
	Iteration 10Q: 3 clusters Score -307826.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -307849.281250 Penalty: 2532.781738
	Iteration 11Q: 3 clusters Score -307849.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -307871.500000 Penalty: 2532.781738
	Iteration 12Q: 3 clusters Score -307871.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -307890.812500 Penalty: 2532.781738
	Iteration 13Q: 3 clusters Score -307890.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -307912.437500 Penalty: 2532.781738
	Iteration 14Q: 3 clusters Score -307912.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -307928.781250 Penalty: 2532.781738
	Iteration 15Q: 3 clusters Score -307928.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -307940.468750 Penalty: 2532.781738
	Iteration 16Q: 3 clusters Score -307940.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -307948.718750 Penalty: 2532.781738
	Iteration 17Q: 3 clusters Score -307948.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -307956.125000 Penalty: 2532.781738
	Iteration 18Q: 3 clusters Score -307956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -307961.625000 Penalty: 2532.781738
	Iteration 19Q: 3 clusters Score -307961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -307965.218750 Penalty: 2532.781738
	Iteration 20F: 3 clusters Score -307965.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -307971.593750 Penalty: 2532.781738
	Iteration 21Q: 3 clusters Score -307971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -307976.343750 Penalty: 2532.781738
	Iteration 22Q: 3 clusters Score -307976.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -307983.312500 Penalty: 2532.781738
	Iteration 23Q: 3 clusters Score -307983.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -307989.093750 Penalty: 2532.781738
	Iteration 24Q: 3 clusters Score -307989.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -307993.625000 Penalty: 2532.781738
	Iteration 25Q: 3 clusters Score -307993.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -307997.406250 Penalty: 2532.781738
	Iteration 26Q: 3 clusters Score -307997.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -307999.812500 Penalty: 2532.781738
	Iteration 27Q: 3 clusters Score -307999.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -308001.625000 Penalty: 2532.781738
	Iteration 28Q: 3 clusters Score -308001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -308003.000000 Penalty: 2532.781738
	Iteration 29Q: 3 clusters Score -308003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308003.750000 Penalty: 2532.781738
	Iteration 30Q: 3 clusters Score -308003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308006.312500 Penalty: 2532.781738
	Iteration 31Q: 3 clusters Score -308006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -308007.093750 Penalty: 2532.781738
	Iteration 32Q: 3 clusters Score -308007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -308007.687500 Penalty: 2532.781738
	Iteration 33Q: 3 clusters Score -308007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308008.343750 Penalty: 2532.781738
	Iteration 34Q: 3 clusters Score -308008.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -308008.562500 Penalty: 2532.781738
	Iteration 35Q: 3 clusters Score -308008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308008.875000 Penalty: 2532.781738
	Iteration 36Q: 3 clusters Score -308008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308008.875000 Penalty: 2532.781738
	Iteration 37F: 3 clusters Score -308008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Entering Unmasked Estep 
Score: -2679160.750000 Penalty: 1622.633423
	Iteration 0F: 2 clusters Score -2679161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2664366.750000 Penalty: 3245.266846
	Iteration 0F: 3 clusters Score -2664367 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2669717.500000 Penalty: 3245.266846
	Iteration 1F: 3 clusters Score -2669718 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2670130.750000 Penalty: 3245.266846
	Iteration 2F: 3 clusters Score -2670131 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2670596.000000 Penalty: 3245.266846
	Iteration 3F: 3 clusters Score -2670596 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2671074.750000 Penalty: 3245.266846
	Iteration 4Q: 3 clusters Score -2671075 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2671579.750000 Penalty: 3245.266846
	Iteration 5F: 3 clusters Score -2671580 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2672190.250000 Penalty: 3245.266846
	Iteration 6F: 3 clusters Score -2672190 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2672976.000000 Penalty: 3245.266846
	Iteration 7F: 3 clusters Score -2672976 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2673953.500000 Penalty: 3245.266846
	Iteration 8F: 3 clusters Score -2673954 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2674927.000000 Penalty: 3245.266846
	Iteration 9F: 3 clusters Score -2674927 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2675802.250000 Penalty: 3245.266846
	Iteration 10Q: 3 clusters Score -2675802 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2676430.000000 Penalty: 3245.266846
	Iteration 11Q: 3 clusters Score -2676430 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2676811.250000 Penalty: 3245.266846
	Iteration 12Q: 3 clusters Score -2676811 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2677069.750000 Penalty: 3245.266846
	Iteration 13Q: 3 clusters Score -2677070 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2677191.750000 Penalty: 3245.266846
	Iteration 14Q: 3 clusters Score -2677192 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2677291.750000 Penalty: 3245.266846
	Iteration 15Q: 3 clusters Score -2677292 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2677373.750000 Penalty: 3245.266846
	Iteration 16Q: 3 clusters Score -2677374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2677453.000000 Penalty: 3245.266846
	Iteration 17Q: 3 clusters Score -2677453 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2677525.750000 Penalty: 3245.266846
	Iteration 18Q: 3 clusters Score -2677526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2677591.500000 Penalty: 3245.266846
	Iteration 19Q: 3 clusters Score -2677592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2677645.250000 Penalty: 3245.266846
	Iteration 20F: 3 clusters Score -2677645 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2677682.250000 Penalty: 3245.266846
	Iteration 21Q: 3 clusters Score -2677682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2677702.750000 Penalty: 3245.266846
	Iteration 22Q: 3 clusters Score -2677703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2677728.250000 Penalty: 3245.266846
	Iteration 23Q: 3 clusters Score -2677728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2677745.750000 Penalty: 3245.266846
	Iteration 24Q: 3 clusters Score -2677746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2677755.750000 Penalty: 3245.266846
	Iteration 25Q: 3 clusters Score -2677756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2677763.250000 Penalty: 3245.266846
	Iteration 26Q: 3 clusters Score -2677763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2677771.500000 Penalty: 3245.266846
	Iteration 27Q: 3 clusters Score -2677772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2677777.250000 Penalty: 3245.266846
	Iteration 28Q: 3 clusters Score -2677777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2677782.500000 Penalty: 3245.266846
	Iteration 29Q: 3 clusters Score -2677782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2677789.000000 Penalty: 3245.266846
	Iteration 30Q: 3 clusters Score -2677789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2677789.000000 Penalty: 3245.266846
	Iteration 31Q: 3 clusters Score -2677789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2677790.500000 Penalty: 3245.266846
	Iteration 32Q: 3 clusters Score -2677790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2677792.000000 Penalty: 3245.266846
	Iteration 33Q: 3 clusters Score -2677792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2677797.000000 Penalty: 3245.266846
	Iteration 34Q: 3 clusters Score -2677797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2677797.000000 Penalty: 3245.266846
	Iteration 35Q: 3 clusters Score -2677797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2677799.000000 Penalty: 3245.266846
	Iteration 36Q: 3 clusters Score -2677799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2677797.500000 Penalty: 3245.266846
	Iteration 37Q: 3 clusters Score -2677798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2677798.500000 Penalty: 3245.266846
	Iteration 38Q: 3 clusters Score -2677798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2677798.500000 Penalty: 3245.266846
	Iteration 39F: 3 clusters Score -2677798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Entering Unmasked Estep 
Score: -951148.687500 Penalty: 1451.463013
	Iteration 0F: 2 clusters Score -951148.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -945611.062500 Penalty: 2902.926025
	Iteration 0F: 3 clusters Score -945611.1 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -947310.500000 Penalty: 2902.926025
	Iteration 1F: 3 clusters Score -947310.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -947626.812500 Penalty: 2902.926025
	Iteration 2F: 3 clusters Score -947626.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -947858.375000 Penalty: 2902.926025
	Iteration 3F: 3 clusters Score -947858.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -948071.187500 Penalty: 2902.926025
	Iteration 4F: 3 clusters Score -948071.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -948299.937500 Penalty: 2902.926025
	Iteration 5F: 3 clusters Score -948299.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -948558.062500 Penalty: 2902.926025
	Iteration 6F: 3 clusters Score -948558.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -948798.750000 Penalty: 2902.926025
	Iteration 7Q: 3 clusters Score -948798.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -949014.187500 Penalty: 2902.926025
	Iteration 8Q: 3 clusters Score -949014.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -949217.875000 Penalty: 2902.926025
	Iteration 9Q: 3 clusters Score -949217.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -949406.812500 Penalty: 2902.926025
	Iteration 10Q: 3 clusters Score -949406.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -949536.187500 Penalty: 2902.926025
	Iteration 11Q: 3 clusters Score -949536.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -949623.437500 Penalty: 2902.926025
	Iteration 12Q: 3 clusters Score -949623.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -949695.437500 Penalty: 2902.926025
	Iteration 13Q: 3 clusters Score -949695.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -949755.500000 Penalty: 2902.926025
	Iteration 14Q: 3 clusters Score -949755.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -949805.375000 Penalty: 2902.926025
	Iteration 15Q: 3 clusters Score -949805.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -949842.062500 Penalty: 2902.926025
	Iteration 16Q: 3 clusters Score -949842.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -949868.875000 Penalty: 2902.926025
	Iteration 17Q: 3 clusters Score -949868.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -949885.625000 Penalty: 2902.926025
	Iteration 18Q: 3 clusters Score -949885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -949894.875000 Penalty: 2902.926025
	Iteration 19Q: 3 clusters Score -949894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -949909.312500 Penalty: 2902.926025
	Iteration 20F: 3 clusters Score -949909.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -949923.500000 Penalty: 2902.926025
	Iteration 21Q: 3 clusters Score -949923.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -949931.937500 Penalty: 2902.926025
	Iteration 22Q: 3 clusters Score -949931.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -949942.000000 Penalty: 2902.926025
	Iteration 23Q: 3 clusters Score -949942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -949950.250000 Penalty: 2902.926025
	Iteration 24Q: 3 clusters Score -949950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -949954.812500 Penalty: 2902.926025
	Iteration 25Q: 3 clusters Score -949954.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -949961.375000 Penalty: 2902.926025
	Iteration 26Q: 3 clusters Score -949961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -949968.125000 Penalty: 2902.926025
	Iteration 27Q: 3 clusters Score -949968.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -949977.687500 Penalty: 2902.926025
	Iteration 28Q: 3 clusters Score -949977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -949980.500000 Penalty: 2902.926025
	Iteration 29Q: 3 clusters Score -949980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -949981.062500 Penalty: 2902.926025
	Iteration 30Q: 3 clusters Score -949981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -949981.062500 Penalty: 2902.926025
	Iteration 31F: 3 clusters Score -949981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Entering Unmasked Estep 
Score: -13994.496094 Penalty: 864.194519
	Iteration 0F: 2 clusters Score -13994.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13398.327148 Penalty: 1728.389038
	Iteration 0F: 3 clusters Score -13398.33 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13650.587891 Penalty: 1728.389038
	Iteration 1F: 3 clusters Score -13650.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13700.474609 Penalty: 1728.389038
	Iteration 2F: 3 clusters Score -13700.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13712.789062 Penalty: 1728.389038
	Iteration 3Q: 3 clusters Score -13712.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13722.952148 Penalty: 1728.389038
	Iteration 4Q: 3 clusters Score -13722.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13722.952148 Penalty: 1728.389038
	Iteration 5F: 3 clusters Score -13722.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (107102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107102 members 
Entering Unmasked Estep 
Score: -13857861.000000 Penalty: 1881.999756
	Iteration 0F: 2 clusters Score -1.385786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -13789555.000000 Penalty: 3763.999512
	Iteration 0F: 3 clusters Score -1.378956e+07 nChanged 51509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -13820309.000000 Penalty: 3763.999512
	Iteration 1F: 3 clusters Score -1.382031e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -13821965.000000 Penalty: 3763.999512
	Iteration 2Q: 3 clusters Score -1.382196e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -13824394.000000 Penalty: 3763.999512
	Iteration 3Q: 3 clusters Score -1.382439e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -13827843.000000 Penalty: 3763.999512
	Iteration 4F: 3 clusters Score -1.382784e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -13832257.000000 Penalty: 3763.999512
	Iteration 5F: 3 clusters Score -1.383226e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73666 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -13836858.000000 Penalty: 3763.999512
	Iteration 6F: 3 clusters Score -1.383686e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -13841029.000000 Penalty: 3763.999512
	Iteration 7F: 3 clusters Score -1.384103e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83410 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -13844346.000000 Penalty: 3763.999512
	Iteration 8F: 3 clusters Score -1.384435e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -13847135.000000 Penalty: 3763.999512
	Iteration 9Q: 3 clusters Score -1.384714e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91276 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -13849293.000000 Penalty: 3763.999512
	Iteration 10Q: 3 clusters Score -1.384929e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -13851240.000000 Penalty: 3763.999512
	Iteration 11Q: 3 clusters Score -1.385124e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97124 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -13852721.000000 Penalty: 3763.999512
	Iteration 12Q: 3 clusters Score -1.385272e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99249 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -13853824.000000 Penalty: 3763.999512
	Iteration 13Q: 3 clusters Score -1.385382e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -13854599.000000 Penalty: 3763.999512
	Iteration 14Q: 3 clusters Score -1.38546e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102116 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -13855082.000000 Penalty: 3763.999512
	Iteration 15Q: 3 clusters Score -1.385508e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103011 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -13855432.000000 Penalty: 3763.999512
	Iteration 16Q: 3 clusters Score -1.385543e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -13855691.000000 Penalty: 3763.999512
	Iteration 17Q: 3 clusters Score -1.385569e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -13855793.000000 Penalty: 3763.999512
	Iteration 18Q: 3 clusters Score -1.385579e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104387 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -13855943.000000 Penalty: 3763.999512
	Iteration 19Q: 3 clusters Score -1.385594e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13856028.000000 Penalty: 3763.999512
	Iteration 20F: 3 clusters Score -1.385603e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -13856074.000000 Penalty: 3763.999512
	Iteration 21Q: 3 clusters Score -1.385607e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -13856159.000000 Penalty: 3763.999512
	Iteration 22Q: 3 clusters Score -1.385616e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105039 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -13856186.000000 Penalty: 3763.999512
	Iteration 23Q: 3 clusters Score -1.385619e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105131 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -13856229.000000 Penalty: 3763.999512
	Iteration 24Q: 3 clusters Score -1.385623e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105201 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -13856261.000000 Penalty: 3763.999512
	Iteration 25Q: 3 clusters Score -1.385626e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105263 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -13856270.000000 Penalty: 3763.999512
	Iteration 26Q: 3 clusters Score -1.385627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105308 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -13856269.000000 Penalty: 3763.999512
	Iteration 27Q: 3 clusters Score -1.385627e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -13856296.000000 Penalty: 3763.999512
	Iteration 28Q: 3 clusters Score -1.38563e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105399 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13856322.000000 Penalty: 3763.999512
	Iteration 29Q: 3 clusters Score -1.385632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105429 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13856354.000000 Penalty: 3763.999512
	Iteration 30Q: 3 clusters Score -1.385635e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105455 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -13856362.000000 Penalty: 3763.999512
	Iteration 31Q: 3 clusters Score -1.385636e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -13856359.000000 Penalty: 3763.999512
	Iteration 32Q: 3 clusters Score -1.385636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13856362.000000 Penalty: 3763.999512
	Iteration 33Q: 3 clusters Score -1.385636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105528 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -13856373.000000 Penalty: 3763.999512
	Iteration 34Q: 3 clusters Score -1.385637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105554 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -13856379.000000 Penalty: 3763.999512
	Iteration 35Q: 3 clusters Score -1.385638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -13856378.000000 Penalty: 3763.999512
	Iteration 36Q: 3 clusters Score -1.385638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -13856375.000000 Penalty: 3763.999512
	Iteration 37Q: 3 clusters Score -1.385638e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105603 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -13856378.000000 Penalty: 3763.999512
	Iteration 38Q: 3 clusters Score -1.385638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13856369.000000 Penalty: 3763.999512
	Iteration 39Q: 3 clusters Score -1.385637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -13856381.000000 Penalty: 3763.999512
	Iteration 40F: 3 clusters Score -1.385638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105624 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13856396.000000 Penalty: 3763.999512
	Iteration 41Q: 3 clusters Score -1.38564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -13856395.000000 Penalty: 3763.999512
	Iteration 42Q: 3 clusters Score -1.38564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105636 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -13856400.000000 Penalty: 3763.999512
	Iteration 43Q: 3 clusters Score -1.38564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13856391.000000 Penalty: 3763.999512
	Iteration 44Q: 3 clusters Score -1.385639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105637 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13856390.000000 Penalty: 3763.999512
	Iteration 45Q: 3 clusters Score -1.385639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13856388.000000 Penalty: 3763.999512
	Iteration 46Q: 3 clusters Score -1.385639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105643 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -13856404.000000 Penalty: 3763.999512
	Iteration 47Q: 3 clusters Score -1.38564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13856400.000000 Penalty: 3763.999512
	Iteration 48Q: 3 clusters Score -1.38564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13856398.000000 Penalty: 3763.999512
	Iteration 49Q: 3 clusters Score -1.38564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13856401.000000 Penalty: 3763.999512
	Iteration 50Q: 3 clusters Score -1.38564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105646 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13856399.000000 Penalty: 3763.999512
	Iteration 51Q: 3 clusters Score -1.38564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13856402.000000 Penalty: 3763.999512
	Iteration 52Q: 3 clusters Score -1.38564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13856400.000000 Penalty: 3763.999512
	Iteration 53Q: 3 clusters Score -1.38564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13856404.000000 Penalty: 3763.999512
	Iteration 54Q: 3 clusters Score -1.38564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -13856410.000000 Penalty: 3763.999512
	Iteration 55Q: 3 clusters Score -1.385641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -13856419.000000 Penalty: 3763.999512
	Iteration 56Q: 3 clusters Score -1.385642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -13856422.000000 Penalty: 3763.999512
	Iteration 57Q: 3 clusters Score -1.385642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -13856418.000000 Penalty: 3763.999512
	Iteration 58Q: 3 clusters Score -1.385642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13856407.000000 Penalty: 3763.999512
	Iteration 59Q: 3 clusters Score -1.385641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -13856411.000000 Penalty: 3763.999512
	Iteration 60F: 3 clusters Score -1.385641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13856406.000000 Penalty: 3763.999512
	Iteration 61Q: 3 clusters Score -1.385641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -13856407.000000 Penalty: 3763.999512
	Iteration 62Q: 3 clusters Score -1.385641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105663 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13856407.000000 Penalty: 3763.999512
	Iteration 63Q: 3 clusters Score -1.385641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105665 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13856413.000000 Penalty: 3763.999512
	Iteration 64Q: 3 clusters Score -1.385641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13856413.000000 Penalty: 3763.999512
	Iteration 65Q: 3 clusters Score -1.385641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105666 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -13856413.000000 Penalty: 3763.999512
	Iteration 66F: 3 clusters Score -1.385641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Entering Unmasked Estep 
Score: -937632.000000 Penalty: 1452.724487
	Iteration 0F: 2 clusters Score -937632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -931956.062500 Penalty: 2905.448975
	Iteration 0F: 3 clusters Score -931956.1 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -933742.562500 Penalty: 2905.448975
	Iteration 1F: 3 clusters Score -933742.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -934055.937500 Penalty: 2905.448975
	Iteration 2F: 3 clusters Score -934055.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -934307.000000 Penalty: 2905.448975
	Iteration 3F: 3 clusters Score -934307 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -934485.500000 Penalty: 2905.448975
	Iteration 4F: 3 clusters Score -934485.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -934616.687500 Penalty: 2905.448975
	Iteration 5Q: 3 clusters Score -934616.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -934728.500000 Penalty: 2905.448975
	Iteration 6Q: 3 clusters Score -934728.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -934823.000000 Penalty: 2905.448975
	Iteration 7Q: 3 clusters Score -934823 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -934927.500000 Penalty: 2905.448975
	Iteration 8Q: 3 clusters Score -934927.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -935043.000000 Penalty: 2905.448975
	Iteration 9Q: 3 clusters Score -935043 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -935149.125000 Penalty: 2905.448975
	Iteration 10Q: 3 clusters Score -935149.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -935262.562500 Penalty: 2905.448975
	Iteration 11Q: 3 clusters Score -935262.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -935380.187500 Penalty: 2905.448975
	Iteration 12Q: 3 clusters Score -935380.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -935501.625000 Penalty: 2905.448975
	Iteration 13Q: 3 clusters Score -935501.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -935631.062500 Penalty: 2905.448975
	Iteration 14Q: 3 clusters Score -935631.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -935755.687500 Penalty: 2905.448975
	Iteration 15Q: 3 clusters Score -935755.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -935847.625000 Penalty: 2905.448975
	Iteration 16Q: 3 clusters Score -935847.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -935911.000000 Penalty: 2905.448975
	Iteration 17Q: 3 clusters Score -935911 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -935960.875000 Penalty: 2905.448975
	Iteration 18Q: 3 clusters Score -935960.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -935993.437500 Penalty: 2905.448975
	Iteration 19Q: 3 clusters Score -935993.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -936015.000000 Penalty: 2905.448975
	Iteration 20F: 3 clusters Score -936015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -936037.062500 Penalty: 2905.448975
	Iteration 21Q: 3 clusters Score -936037.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -936069.375000 Penalty: 2905.448975
	Iteration 22Q: 3 clusters Score -936069.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -936104.875000 Penalty: 2905.448975
	Iteration 23Q: 3 clusters Score -936104.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -936144.437500 Penalty: 2905.448975
	Iteration 24Q: 3 clusters Score -936144.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -936179.937500 Penalty: 2905.448975
	Iteration 25Q: 3 clusters Score -936179.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -936225.750000 Penalty: 2905.448975
	Iteration 26Q: 3 clusters Score -936225.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -936281.312500 Penalty: 2905.448975
	Iteration 27Q: 3 clusters Score -936281.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -936331.062500 Penalty: 2905.448975
	Iteration 28Q: 3 clusters Score -936331.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -936385.437500 Penalty: 2905.448975
	Iteration 29Q: 3 clusters Score -936385.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -936433.000000 Penalty: 2905.448975
	Iteration 30Q: 3 clusters Score -936433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -936474.187500 Penalty: 2905.448975
	Iteration 31Q: 3 clusters Score -936474.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -936510.625000 Penalty: 2905.448975
	Iteration 32Q: 3 clusters Score -936510.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -936544.187500 Penalty: 2905.448975
	Iteration 33Q: 3 clusters Score -936544.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -936575.500000 Penalty: 2905.448975
	Iteration 34Q: 3 clusters Score -936575.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -936601.625000 Penalty: 2905.448975
	Iteration 35Q: 3 clusters Score -936601.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -936619.187500 Penalty: 2905.448975
	Iteration 36Q: 3 clusters Score -936619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -936625.500000 Penalty: 2905.448975
	Iteration 37Q: 3 clusters Score -936625.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -936634.437500 Penalty: 2905.448975
	Iteration 38Q: 3 clusters Score -936634.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -936647.125000 Penalty: 2905.448975
	Iteration 39Q: 3 clusters Score -936647.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -936653.750000 Penalty: 2905.448975
	Iteration 40F: 3 clusters Score -936653.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -936661.250000 Penalty: 2905.448975
	Iteration 41Q: 3 clusters Score -936661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -936668.437500 Penalty: 2905.448975
	Iteration 42Q: 3 clusters Score -936668.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -936674.937500 Penalty: 2905.448975
	Iteration 43Q: 3 clusters Score -936674.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -936679.437500 Penalty: 2905.448975
	Iteration 44Q: 3 clusters Score -936679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -936681.937500 Penalty: 2905.448975
	Iteration 45Q: 3 clusters Score -936681.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -936686.500000 Penalty: 2905.448975
	Iteration 46Q: 3 clusters Score -936686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -936692.000000 Penalty: 2905.448975
	Iteration 47Q: 3 clusters Score -936692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -936694.687500 Penalty: 2905.448975
	Iteration 48Q: 3 clusters Score -936694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -936696.062500 Penalty: 2905.448975
	Iteration 49Q: 3 clusters Score -936696.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -936695.562500 Penalty: 2905.448975
	Iteration 50Q: 3 clusters Score -936695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -936697.812500 Penalty: 2905.448975
	Iteration 51Q: 3 clusters Score -936697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936699.687500 Penalty: 2905.448975
	Iteration 52Q: 3 clusters Score -936699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936699.187500 Penalty: 2905.448975
	Iteration 53Q: 3 clusters Score -936699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -936700.000000 Penalty: 2905.448975
	Iteration 54Q: 3 clusters Score -936700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -936702.187500 Penalty: 2905.448975
	Iteration 55Q: 3 clusters Score -936702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -936705.062500 Penalty: 2905.448975
	Iteration 56Q: 3 clusters Score -936705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -936707.250000 Penalty: 2905.448975
	Iteration 57Q: 3 clusters Score -936707.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -936709.000000 Penalty: 2905.448975
	Iteration 58Q: 3 clusters Score -936709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -936711.250000 Penalty: 2905.448975
	Iteration 59Q: 3 clusters Score -936711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -936712.250000 Penalty: 2905.448975
	Iteration 60F: 3 clusters Score -936712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -936713.062500 Penalty: 2905.448975
	Iteration 61Q: 3 clusters Score -936713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -936714.250000 Penalty: 2905.448975
	Iteration 62Q: 3 clusters Score -936714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -936715.125000 Penalty: 2905.448975
	Iteration 63Q: 3 clusters Score -936715.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -936716.125000 Penalty: 2905.448975
	Iteration 64Q: 3 clusters Score -936716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -936716.125000 Penalty: 2905.448975
	Iteration 65Q: 3 clusters Score -936716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -936717.750000 Penalty: 2905.448975
	Iteration 66Q: 3 clusters Score -936717.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936717.875000 Penalty: 2905.448975
	Iteration 67Q: 3 clusters Score -936717.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936719.625000 Penalty: 2905.448975
	Iteration 68Q: 3 clusters Score -936719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936719.250000 Penalty: 2905.448975
	Iteration 69Q: 3 clusters Score -936719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -936719.250000 Penalty: 2905.448975
	Iteration 70F: 3 clusters Score -936719.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Entering Unmasked Estep 
Score: -1926415.875000 Penalty: 1566.401123
	Iteration 0F: 2 clusters Score -1926416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1915858.375000 Penalty: 3132.802246
	Iteration 0F: 3 clusters Score -1915858 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1920010.875000 Penalty: 3132.802246
	Iteration 1F: 3 clusters Score -1920011 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1921053.875000 Penalty: 3132.802246
	Iteration 2F: 3 clusters Score -1921054 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1922250.625000 Penalty: 3132.802246
	Iteration 3F: 3 clusters Score -1922251 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1923385.750000 Penalty: 3132.802246
	Iteration 4F: 3 clusters Score -1923386 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1924294.875000 Penalty: 3132.802246
	Iteration 5F: 3 clusters Score -1924295 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1924904.625000 Penalty: 3132.802246
	Iteration 6F: 3 clusters Score -1924905 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1925358.125000 Penalty: 3132.802246
	Iteration 7Q: 3 clusters Score -1925358 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1925627.625000 Penalty: 3132.802246
	Iteration 8Q: 3 clusters Score -1925628 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1925790.875000 Penalty: 3132.802246
	Iteration 9Q: 3 clusters Score -1925791 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1925919.750000 Penalty: 3132.802246
	Iteration 10Q: 3 clusters Score -1925920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1926017.625000 Penalty: 3132.802246
	Iteration 11Q: 3 clusters Score -1926018 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1926127.125000 Penalty: 3132.802246
	Iteration 12Q: 3 clusters Score -1926127 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1926199.250000 Penalty: 3132.802246
	Iteration 13Q: 3 clusters Score -1926199 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1926251.250000 Penalty: 3132.802246
	Iteration 14Q: 3 clusters Score -1926251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1926300.250000 Penalty: 3132.802246
	Iteration 15Q: 3 clusters Score -1926300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1926337.625000 Penalty: 3132.802246
	Iteration 16Q: 3 clusters Score -1926338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1926360.375000 Penalty: 3132.802246
	Iteration 17Q: 3 clusters Score -1926360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1926376.875000 Penalty: 3132.802246
	Iteration 18Q: 3 clusters Score -1926377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1926391.625000 Penalty: 3132.802246
	Iteration 19Q: 3 clusters Score -1926392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1926396.375000 Penalty: 3132.802246
	Iteration 20F: 3 clusters Score -1926396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1926404.625000 Penalty: 3132.802246
	Iteration 21Q: 3 clusters Score -1926405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1926414.250000 Penalty: 3132.802246
	Iteration 22Q: 3 clusters Score -1926414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1926420.500000 Penalty: 3132.802246
	Iteration 23Q: 3 clusters Score -1926420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1926425.875000 Penalty: 3132.802246
	Iteration 24Q: 3 clusters Score -1926426 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1926431.000000 Penalty: 3132.802246
	Iteration 25Q: 3 clusters Score -1926431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1926442.250000 Penalty: 3132.802246
	Iteration 26Q: 3 clusters Score -1926442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1926452.875000 Penalty: 3132.802246
	Iteration 27Q: 3 clusters Score -1926453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1926460.875000 Penalty: 3132.802246
	Iteration 28Q: 3 clusters Score -1926461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1926467.125000 Penalty: 3132.802246
	Iteration 29Q: 3 clusters Score -1926467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1926476.125000 Penalty: 3132.802246
	Iteration 30Q: 3 clusters Score -1926476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1926481.750000 Penalty: 3132.802246
	Iteration 31Q: 3 clusters Score -1926482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1926485.375000 Penalty: 3132.802246
	Iteration 32Q: 3 clusters Score -1926485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1926490.625000 Penalty: 3132.802246
	Iteration 33Q: 3 clusters Score -1926491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1926489.000000 Penalty: 3132.802246
	Iteration 34Q: 3 clusters Score -1926489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1926491.750000 Penalty: 3132.802246
	Iteration 35Q: 3 clusters Score -1926492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1926493.625000 Penalty: 3132.802246
	Iteration 36Q: 3 clusters Score -1926494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1926495.875000 Penalty: 3132.802246
	Iteration 37Q: 3 clusters Score -1926496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1926494.375000 Penalty: 3132.802246
	Iteration 38Q: 3 clusters Score -1926494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1926498.125000 Penalty: 3132.802246
	Iteration 39Q: 3 clusters Score -1926498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1926495.625000 Penalty: 3132.802246
	Iteration 40F: 3 clusters Score -1926496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1926498.500000 Penalty: 3132.802246
	Iteration 41Q: 3 clusters Score -1926498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1926494.500000 Penalty: 3132.802246
	Iteration 42Q: 3 clusters Score -1926494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1926497.375000 Penalty: 3132.802246
	Iteration 43Q: 3 clusters Score -1926497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1926497.125000 Penalty: 3132.802246
	Iteration 44Q: 3 clusters Score -1926497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1926499.125000 Penalty: 3132.802246
	Iteration 45Q: 3 clusters Score -1926499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1926498.875000 Penalty: 3132.802246
	Iteration 46Q: 3 clusters Score -1926499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1926499.375000 Penalty: 3132.802246
	Iteration 47Q: 3 clusters Score -1926499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1926500.125000 Penalty: 3132.802246
	Iteration 48Q: 3 clusters Score -1926500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1926503.250000 Penalty: 3132.802246
	Iteration 49Q: 3 clusters Score -1926503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1926499.875000 Penalty: 3132.802246
	Iteration 50Q: 3 clusters Score -1926500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1926499.875000 Penalty: 3132.802246
	Iteration 51F: 3 clusters Score -1926500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 48906 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 62385 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64910 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107102 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 41157 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 367 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6858 members 
Mstep: Class 27 contains 13396 members 
Entering Unmasked Estep 
Score: -59768612.000000 Penalty: 57374.648438
Splitting cluster 18 changes total score from -59766852.000000 to -59768612.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -304029.406250 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -304029.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -301605.687500 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -301605.7 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -302314.093750 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -302314.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302600.250000 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -302600.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302818.593750 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -302818.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -302919.281250 Penalty: 2552.042725
	Iteration 4Q: 3 clusters Score -302919.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -302980.156250 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -302980.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -303032.125000 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -303032.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -303077.250000 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -303077.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -303114.312500 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -303114.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303136.031250 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -303136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -303152.656250 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -303152.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -303169.406250 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -303169.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -303184.375000 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -303184.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303193.812500 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -303193.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -303202.156250 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -303202.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -303213.437500 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -303213.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -303224.500000 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -303224.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -303233.343750 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -303233.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -303242.656250 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -303242.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303251.906250 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -303251.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303259.468750 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -303259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -303267.343750 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -303267.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -303278.093750 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -303278.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -303288.218750 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -303288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -303295.250000 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -303295.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -303311.406250 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -303311.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -303325.937500 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -303325.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -303342.218750 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -303342.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -303362.562500 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -303362.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -303378.718750 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -303378.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303386.875000 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -303386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -303392.031250 Penalty: 2552.042725
	Iteration 31Q: 3 clusters Score -303392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -303398.406250 Penalty: 2552.042725
	Iteration 32Q: 3 clusters Score -303398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -303401.375000 Penalty: 2552.042725
	Iteration 33Q: 3 clusters Score -303401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -303405.406250 Penalty: 2552.042725
	Iteration 34Q: 3 clusters Score -303405.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -303406.468750 Penalty: 2552.042725
	Iteration 35Q: 3 clusters Score -303406.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -303407.718750 Penalty: 2552.042725
	Iteration 36Q: 3 clusters Score -303407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -303409.062500 Penalty: 2552.042725
	Iteration 37Q: 3 clusters Score -303409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303410.750000 Penalty: 2552.042725
	Iteration 38Q: 3 clusters Score -303410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -303410.750000 Penalty: 2552.042725
	Iteration 39F: 3 clusters Score -303410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Entering Unmasked Estep 
Score: -4781994.000000 Penalty: 1713.219849
	Iteration 0F: 2 clusters Score -4781994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4756719.500000 Penalty: 3426.439697
	Iteration 0F: 3 clusters Score -4756720 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4766672.500000 Penalty: 3426.439697
	Iteration 1F: 3 clusters Score -4766672 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4767235.000000 Penalty: 3426.439697
	Iteration 2Q: 3 clusters Score -4767235 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -4767868.500000 Penalty: 3426.439697
	Iteration 3Q: 3 clusters Score -4767868 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -4768678.000000 Penalty: 3426.439697
	Iteration 4Q: 3 clusters Score -4768678 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4769773.000000 Penalty: 3426.439697
	Iteration 5F: 3 clusters Score -4769773 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4771155.500000 Penalty: 3426.439697
	Iteration 6F: 3 clusters Score -4771156 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -4772829.500000 Penalty: 3426.439697
	Iteration 7F: 3 clusters Score -4772830 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4774506.000000 Penalty: 3426.439697
	Iteration 8F: 3 clusters Score -4774506 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -4776221.000000 Penalty: 3426.439697
	Iteration 9F: 3 clusters Score -4776221 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4777730.500000 Penalty: 3426.439697
	Iteration 10Q: 3 clusters Score -4777730 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4778923.000000 Penalty: 3426.439697
	Iteration 11Q: 3 clusters Score -4778923 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4779619.000000 Penalty: 3426.439697
	Iteration 12Q: 3 clusters Score -4779619 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -4780045.500000 Penalty: 3426.439697
	Iteration 13Q: 3 clusters Score -4780046 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -4780321.500000 Penalty: 3426.439697
	Iteration 14Q: 3 clusters Score -4780322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -4780492.000000 Penalty: 3426.439697
	Iteration 15Q: 3 clusters Score -4780492 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -4780595.000000 Penalty: 3426.439697
	Iteration 16Q: 3 clusters Score -4780595 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -4780695.000000 Penalty: 3426.439697
	Iteration 17Q: 3 clusters Score -4780695 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4780738.500000 Penalty: 3426.439697
	Iteration 18Q: 3 clusters Score -4780738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -4780768.500000 Penalty: 3426.439697
	Iteration 19Q: 3 clusters Score -4780768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4780777.500000 Penalty: 3426.439697
	Iteration 20F: 3 clusters Score -4780778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4780784.000000 Penalty: 3426.439697
	Iteration 21Q: 3 clusters Score -4780784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -4780790.500000 Penalty: 3426.439697
	Iteration 22Q: 3 clusters Score -4780790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -4780787.000000 Penalty: 3426.439697
	Iteration 23Q: 3 clusters Score -4780787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -4780791.000000 Penalty: 3426.439697
	Iteration 24Q: 3 clusters Score -4780791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4780794.500000 Penalty: 3426.439697
	Iteration 25Q: 3 clusters Score -4780794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4780793.500000 Penalty: 3426.439697
	Iteration 26Q: 3 clusters Score -4780794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4780793.500000 Penalty: 3426.439697
	Iteration 27F: 3 clusters Score -4780794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -382155.562500 Penalty: 1312.332642
	Iteration 0F: 2 clusters Score -382155.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -379300.812500 Penalty: 2624.665283
	Iteration 0F: 3 clusters Score -379300.8 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -380085.093750 Penalty: 2624.665283
	Iteration 1F: 3 clusters Score -380085.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -380293.937500 Penalty: 2624.665283
	Iteration 2F: 3 clusters Score -380293.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -380438.843750 Penalty: 2624.665283
	Iteration 3F: 3 clusters Score -380438.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -380550.250000 Penalty: 2624.665283
	Iteration 4F: 3 clusters Score -380550.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -380660.593750 Penalty: 2624.665283
	Iteration 5Q: 3 clusters Score -380660.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -380752.093750 Penalty: 2624.665283
	Iteration 6Q: 3 clusters Score -380752.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -380844.781250 Penalty: 2624.665283
	Iteration 7Q: 3 clusters Score -380844.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -380939.625000 Penalty: 2624.665283
	Iteration 8Q: 3 clusters Score -380939.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -381020.656250 Penalty: 2624.665283
	Iteration 9Q: 3 clusters Score -381020.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -381109.937500 Penalty: 2624.665283
	Iteration 10Q: 3 clusters Score -381109.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -381209.968750 Penalty: 2624.665283
	Iteration 11Q: 3 clusters Score -381210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -381284.500000 Penalty: 2624.665283
	Iteration 12Q: 3 clusters Score -381284.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -381330.500000 Penalty: 2624.665283
	Iteration 13Q: 3 clusters Score -381330.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -381372.593750 Penalty: 2624.665283
	Iteration 14Q: 3 clusters Score -381372.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -381400.375000 Penalty: 2624.665283
	Iteration 15Q: 3 clusters Score -381400.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -381417.968750 Penalty: 2624.665283
	Iteration 16Q: 3 clusters Score -381418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -381425.281250 Penalty: 2624.665283
	Iteration 17Q: 3 clusters Score -381425.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -381429.156250 Penalty: 2624.665283
	Iteration 18Q: 3 clusters Score -381429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -381432.062500 Penalty: 2624.665283
	Iteration 19Q: 3 clusters Score -381432.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -381435.812500 Penalty: 2624.665283
	Iteration 20F: 3 clusters Score -381435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -381437.250000 Penalty: 2624.665283
	Iteration 21Q: 3 clusters Score -381437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -381439.437500 Penalty: 2624.665283
	Iteration 22Q: 3 clusters Score -381439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -381442.781250 Penalty: 2624.665283
	Iteration 23Q: 3 clusters Score -381442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -381444.281250 Penalty: 2624.665283
	Iteration 24Q: 3 clusters Score -381444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -381444.062500 Penalty: 2624.665283
	Iteration 25Q: 3 clusters Score -381444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -381445.218750 Penalty: 2624.665283
	Iteration 26Q: 3 clusters Score -381445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -381445.312500 Penalty: 2624.665283
	Iteration 27Q: 3 clusters Score -381445.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -381445.312500 Penalty: 2624.665283
	Iteration 28F: 3 clusters Score -381445.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -135341.890625 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -135341.9 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 575 members 
Entering Unmasked Estep 
Score: -133865.437500 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -133865.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134155.062500 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -134155.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134230.828125 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -134230.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134265.406250 Penalty: 2273.326416
	Iteration 3Q: 3 clusters Score -134265.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -134289.250000 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -134289.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134301.000000 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -134301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -134307.906250 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -134307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134313.359375 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -134313.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -134317.000000 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -134317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -134322.328125 Penalty: 2273.326416
	Iteration 9Q: 3 clusters Score -134322.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -134327.562500 Penalty: 2273.326416
	Iteration 10Q: 3 clusters Score -134327.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -134332.984375 Penalty: 2273.326416
	Iteration 11Q: 3 clusters Score -134333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134336.343750 Penalty: 2273.326416
	Iteration 12Q: 3 clusters Score -134336.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134340.843750 Penalty: 2273.326416
	Iteration 13Q: 3 clusters Score -134340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134341.609375 Penalty: 2273.326416
	Iteration 14Q: 3 clusters Score -134341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134342.515625 Penalty: 2273.326416
	Iteration 15Q: 3 clusters Score -134342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134344.343750 Penalty: 2273.326416
	Iteration 16Q: 3 clusters Score -134344.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134344.343750 Penalty: 2273.326416
	Iteration 17F: 3 clusters Score -134344.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -36813.460938 Penalty: 959.621277
	Iteration 0F: 2 clusters Score -36813.46 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: -35907.996094 Penalty: 1919.242554
	Iteration 0F: 3 clusters Score -35908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36141.390625 Penalty: 1919.242554
	Iteration 1F: 3 clusters Score -36141.39 nChanged 27
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: -36284.308594 Penalty: 1919.242554
	Iteration 2F: 3 clusters Score -36284.31 nChanged 25
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: -36436.750000 Penalty: 1919.242554
	Iteration 3F: 3 clusters Score -36436.75 nChanged 25
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: -36588.570312 Penalty: 1919.242554
	Iteration 4F: 3 clusters Score -36588.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36862.843750 Penalty: 1919.242554
	Iteration 5F: 3 clusters Score -36862.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37375.402344 Penalty: 1919.242554
	Iteration 6F: 3 clusters Score -37375.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37538.976562 Penalty: 1919.242554
	Iteration 7F: 3 clusters Score -37538.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37574.871094 Penalty: 1919.242554
	Iteration 8Q: 3 clusters Score -37574.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37574.871094 Penalty: 1919.242554
	Iteration 9F: 3 clusters Score -37574.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 48906 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 62385 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64910 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107102 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 41157 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 201 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6858 members 
Mstep: Class 27 contains 13396 members 
Mstep: Class 28 contains 166 members 
Entering Unmasked Estep 
Score: -59768132.000000 Penalty: 59499.636719
Splitting cluster 24 changes total score from -59766852.000000 to -59768132.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 25 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -17635.445312 Penalty: 886.489685
	Iteration 0F: 2 clusters Score -17635.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17052.642578 Penalty: 1772.979370
	Iteration 0F: 3 clusters Score -17052.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17224.804688 Penalty: 1772.979370
	Iteration 1F: 3 clusters Score -17224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17319.947266 Penalty: 1772.979370
	Iteration 2F: 3 clusters Score -17319.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -17354.341797 Penalty: 1772.979370
	Iteration 3Q: 3 clusters Score -17354.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17359.593750 Penalty: 1772.979370
	Iteration 4Q: 3 clusters Score -17359.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17359.593750 Penalty: 1772.979370
	Iteration 5F: 3 clusters Score -17359.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -859970.687500 Penalty: 1435.390259
	Iteration 0F: 2 clusters Score -859970.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -854781.562500 Penalty: 2870.780518
	Iteration 0F: 3 clusters Score -854781.6 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -856402.000000 Penalty: 2870.780518
	Iteration 1F: 3 clusters Score -856402 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -856640.437500 Penalty: 2870.780518
	Iteration 2F: 3 clusters Score -856640.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -856815.625000 Penalty: 2870.780518
	Iteration 3F: 3 clusters Score -856815.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -856991.062500 Penalty: 2870.780518
	Iteration 4Q: 3 clusters Score -856991.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -857160.437500 Penalty: 2870.780518
	Iteration 5Q: 3 clusters Score -857160.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -857314.437500 Penalty: 2870.780518
	Iteration 6Q: 3 clusters Score -857314.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -857470.750000 Penalty: 2870.780518
	Iteration 7Q: 3 clusters Score -857470.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -857632.562500 Penalty: 2870.780518
	Iteration 8Q: 3 clusters Score -857632.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -857789.437500 Penalty: 2870.780518
	Iteration 9Q: 3 clusters Score -857789.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -857946.875000 Penalty: 2870.780518
	Iteration 10Q: 3 clusters Score -857946.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -858112.250000 Penalty: 2870.780518
	Iteration 11Q: 3 clusters Score -858112.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -858265.125000 Penalty: 2870.780518
	Iteration 12Q: 3 clusters Score -858265.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -858416.125000 Penalty: 2870.780518
	Iteration 13Q: 3 clusters Score -858416.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -858543.687500 Penalty: 2870.780518
	Iteration 14Q: 3 clusters Score -858543.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -858638.812500 Penalty: 2870.780518
	Iteration 15Q: 3 clusters Score -858638.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -858711.875000 Penalty: 2870.780518
	Iteration 16Q: 3 clusters Score -858711.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -858762.937500 Penalty: 2870.780518
	Iteration 17Q: 3 clusters Score -858762.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -858815.500000 Penalty: 2870.780518
	Iteration 18Q: 3 clusters Score -858815.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -858856.500000 Penalty: 2870.780518
	Iteration 19Q: 3 clusters Score -858856.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -858890.500000 Penalty: 2870.780518
	Iteration 20F: 3 clusters Score -858890.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -858909.187500 Penalty: 2870.780518
	Iteration 21Q: 3 clusters Score -858909.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -858923.125000 Penalty: 2870.780518
	Iteration 22Q: 3 clusters Score -858923.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -858933.812500 Penalty: 2870.780518
	Iteration 23Q: 3 clusters Score -858933.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -858944.687500 Penalty: 2870.780518
	Iteration 24Q: 3 clusters Score -858944.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -858953.875000 Penalty: 2870.780518
	Iteration 25Q: 3 clusters Score -858953.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -858964.437500 Penalty: 2870.780518
	Iteration 26Q: 3 clusters Score -858964.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -858970.437500 Penalty: 2870.780518
	Iteration 27Q: 3 clusters Score -858970.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -858976.000000 Penalty: 2870.780518
	Iteration 28Q: 3 clusters Score -858976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -858980.375000 Penalty: 2870.780518
	Iteration 29Q: 3 clusters Score -858980.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -858989.750000 Penalty: 2870.780518
	Iteration 30Q: 3 clusters Score -858989.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -858998.125000 Penalty: 2870.780518
	Iteration 31Q: 3 clusters Score -858998.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -859006.750000 Penalty: 2870.780518
	Iteration 32Q: 3 clusters Score -859006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -859013.000000 Penalty: 2870.780518
	Iteration 33Q: 3 clusters Score -859013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -859018.187500 Penalty: 2870.780518
	Iteration 34Q: 3 clusters Score -859018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -859020.437500 Penalty: 2870.780518
	Iteration 35Q: 3 clusters Score -859020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -859021.562500 Penalty: 2870.780518
	Iteration 36Q: 3 clusters Score -859021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -859023.062500 Penalty: 2870.780518
	Iteration 37Q: 3 clusters Score -859023.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -859027.250000 Penalty: 2870.780518
	Iteration 38Q: 3 clusters Score -859027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -859032.562500 Penalty: 2870.780518
	Iteration 39Q: 3 clusters Score -859032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -859034.000000 Penalty: 2870.780518
	Iteration 40F: 3 clusters Score -859034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -859037.000000 Penalty: 2870.780518
	Iteration 41Q: 3 clusters Score -859037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -859039.187500 Penalty: 2870.780518
	Iteration 42Q: 3 clusters Score -859039.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -859044.812500 Penalty: 2870.780518
	Iteration 43Q: 3 clusters Score -859044.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -859049.500000 Penalty: 2870.780518
	Iteration 44Q: 3 clusters Score -859049.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -859050.062500 Penalty: 2870.780518
	Iteration 45Q: 3 clusters Score -859050.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -859050.625000 Penalty: 2870.780518
	Iteration 46Q: 3 clusters Score -859050.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -859053.875000 Penalty: 2870.780518
	Iteration 47Q: 3 clusters Score -859053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -859054.125000 Penalty: 2870.780518
	Iteration 48Q: 3 clusters Score -859054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -859055.250000 Penalty: 2870.780518
	Iteration 49Q: 3 clusters Score -859055.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -859061.125000 Penalty: 2870.780518
	Iteration 50Q: 3 clusters Score -859061.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -859063.500000 Penalty: 2870.780518
	Iteration 51Q: 3 clusters Score -859063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -859066.562500 Penalty: 2870.780518
	Iteration 52Q: 3 clusters Score -859066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -859066.312500 Penalty: 2870.780518
	Iteration 53Q: 3 clusters Score -859066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -859068.625000 Penalty: 2870.780518
	Iteration 54Q: 3 clusters Score -859068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -859067.312500 Penalty: 2870.780518
	Iteration 55Q: 3 clusters Score -859067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -859066.437500 Penalty: 2870.780518
	Iteration 56Q: 3 clusters Score -859066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -859068.062500 Penalty: 2870.780518
	Iteration 57Q: 3 clusters Score -859068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -859068.812500 Penalty: 2870.780518
	Iteration 58Q: 3 clusters Score -859068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -859068.500000 Penalty: 2870.780518
	Iteration 59Q: 3 clusters Score -859068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -859070.250000 Penalty: 2870.780518
	Iteration 60F: 3 clusters Score -859070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -859072.062500 Penalty: 2870.780518
	Iteration 61Q: 3 clusters Score -859072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -859070.000000 Penalty: 2870.780518
	Iteration 62Q: 3 clusters Score -859070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -859070.000000 Penalty: 2870.780518
	Iteration 63F: 3 clusters Score -859070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16920 members 
Mstep: Class 3 contains 48906 members 
Mstep: Class 4 contains 7257 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 2092 members 
Mstep: Class 7 contains 62385 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13277 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 64910 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21708 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 107102 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 3216 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 201 members 
Mstep: Class 25 contains 234 members 
Mstep: Class 26 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772628.000000 Penalty: 59499.636719
Iteration 79Q: 29 clusters Score -5.977263e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17178 members 
Mstep: Class 3 contains 49440 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 5220 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 61614 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 13497 members 
Mstep: Class 10 contains 649 members 
Mstep: Class 11 contains 66032 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21955 members 
Mstep: Class 14 contains 7571 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 108617 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 38258 members 
Mstep: Class 21 contains 38053 members 
Mstep: Class 22 contains 3219 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 210 members 
Mstep: Class 25 contains 228 members 
Mstep: Class 26 contains 6865 members 
Mstep: Class 27 contains 12892 members 
Mstep: Class 28 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59776860.000000 Penalty: 59499.636719
Iteration 80F: 29 clusters Score -5.977686e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 17267 members 
Mstep: Class 3 contains 48512 members 
Mstep: Class 4 contains 7123 members 
Mstep: Class 5 contains 5253 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 7 contains 60671 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 66538 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21908 members 
Mstep: Class 14 contains 7565 members 
Mstep: Class 15 contains 189 members 
Mstep: Class 16 contains 109222 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 2039 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 38954 members 
Mstep: Class 21 contains 37915 members 
Mstep: Class 22 contains 3227 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 222 members 
Mstep: Class 25 contains 214 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 13022 members 
Mstep: Class 28 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778636.000000 Penalty: 59499.636719
Iteration 81Q: 29 clusters Score -5.977864e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17329 members 
Mstep: Class 3 contains 47690 members 
Mstep: Class 4 contains 7083 members 
Mstep: Class 5 contains 5282 members 
Mstep: Class 6 contains 2108 members 
Mstep: Class 7 contains 59939 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 13710 members 
Mstep: Class 10 contains 647 members 
Mstep: Class 11 contains 67097 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21901 members 
Mstep: Class 14 contains 7579 members 
Mstep: Class 15 contains 184 members 
Mstep: Class 16 contains 109618 members 
Mstep: Class 17 contains 7595 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 39435 members 
Mstep: Class 21 contains 37799 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 226 members 
Mstep: Class 25 contains 210 members 
Mstep: Class 26 contains 6836 members 
Mstep: Class 27 contains 13105 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779148.000000 Penalty: 59499.636719
Iteration 82Q: 29 clusters Score -5.977915e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17359 members 
Mstep: Class 3 contains 46938 members 
Mstep: Class 4 contains 7053 members 
Mstep: Class 5 contains 5311 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 7 contains 59331 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 13824 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 67612 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21899 members 
Mstep: Class 14 contains 7604 members 
Mstep: Class 15 contains 183 members 
Mstep: Class 16 contains 109867 members 
Mstep: Class 17 contains 7558 members 
Mstep: Class 18 contains 2067 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 39937 members 
Mstep: Class 21 contains 37696 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 209 members 
Mstep: Class 26 contains 6835 members 
Mstep: Class 27 contains 13157 members 
Mstep: Class 28 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779580.000000 Penalty: 59499.636719
Iteration 83Q: 29 clusters Score -5.977958e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17369 members 
Mstep: Class 3 contains 46299 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 2110 members 
Mstep: Class 7 contains 58836 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 13911 members 
Mstep: Class 10 contains 652 members 
Mstep: Class 11 contains 68143 members 
Mstep: Class 12 contains 2423 members 
Mstep: Class 13 contains 21869 members 
Mstep: Class 14 contains 7635 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 110029 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 18 contains 2102 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 40379 members 
Mstep: Class 21 contains 37595 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6834 members 
Mstep: Class 27 contains 13194 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779832.000000 Penalty: 59499.636719
Iteration 84Q: 29 clusters Score -5.977983e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 45793 members 
Mstep: Class 4 contains 6977 members 
Mstep: Class 5 contains 5336 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 7 contains 58443 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 68583 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21860 members 
Mstep: Class 14 contains 7660 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 110088 members 
Mstep: Class 17 contains 7469 members 
Mstep: Class 18 contains 2132 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 40753 members 
Mstep: Class 21 contains 37490 members 
Mstep: Class 22 contains 3251 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 224 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 13224 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779952.000000 Penalty: 59499.636719
Iteration 85Q: 29 clusters Score -5.977995e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 45401 members 
Mstep: Class 4 contains 6948 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 58164 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14113 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 68952 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21843 members 
Mstep: Class 14 contains 7688 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 110083 members 
Mstep: Class 17 contains 7439 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 41034 members 
Mstep: Class 21 contains 37387 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6835 members 
Mstep: Class 27 contains 13233 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779996.000000 Penalty: 59499.636719
Iteration 86Q: 29 clusters Score -5.978e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17400 members 
Mstep: Class 3 contains 45077 members 
Mstep: Class 4 contains 6918 members 
Mstep: Class 5 contains 5356 members 
Mstep: Class 6 contains 2121 members 
Mstep: Class 7 contains 57909 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 69311 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21829 members 
Mstep: Class 14 contains 7712 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 110019 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 2193 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 41281 members 
Mstep: Class 21 contains 37299 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6837 members 
Mstep: Class 27 contains 13257 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780028.000000 Penalty: 59499.636719
Iteration 87Q: 29 clusters Score -5.978003e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17409 members 
Mstep: Class 3 contains 44796 members 
Mstep: Class 4 contains 6881 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 57735 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14314 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 69595 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21816 members 
Mstep: Class 14 contains 7733 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109925 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 37226 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 13272 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780112.000000 Penalty: 59499.636719
Iteration 88Q: 29 clusters Score -5.978011e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17409 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14427 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 69834 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21807 members 
Mstep: Class 14 contains 7760 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109792 members 
Mstep: Class 17 contains 7302 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 2572 members 
Mstep: Class 20 contains 41727 members 
Mstep: Class 21 contains 37145 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6840 members 
Mstep: Class 27 contains 13293 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780048.000000 Penalty: 59499.636719
Iteration 89Q: 29 clusters Score -5.978005e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17411 members 
Mstep: Class 3 contains 44326 members 
Mstep: Class 4 contains 6827 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 57514 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14531 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70024 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21777 members 
Mstep: Class 14 contains 7781 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109708 members 
Mstep: Class 17 contains 7254 members 
Mstep: Class 18 contains 2303 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 41949 members 
Mstep: Class 21 contains 37074 members 
Mstep: Class 22 contains 3266 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6839 members 
Mstep: Class 27 contains 13295 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780088.000000 Penalty: 59499.636719
Iteration 90Q: 29 clusters Score -5.978009e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 44128 members 
Mstep: Class 4 contains 6790 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 57457 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14640 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70155 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21766 members 
Mstep: Class 14 contains 7790 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109641 members 
Mstep: Class 17 contains 7195 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 42137 members 
Mstep: Class 21 contains 37027 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 13287 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780208.000000 Penalty: 59499.636719
Iteration 91Q: 29 clusters Score -5.978021e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17398 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 5407 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 57404 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14735 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70276 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21753 members 
Mstep: Class 14 contains 7800 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109589 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 42327 members 
Mstep: Class 21 contains 36982 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6841 members 
Mstep: Class 27 contains 13277 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780084.000000 Penalty: 59499.636719
Iteration 92Q: 29 clusters Score -5.978008e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17392 members 
Mstep: Class 3 contains 43794 members 
Mstep: Class 4 contains 6733 members 
Mstep: Class 5 contains 5427 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 57350 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14853 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70380 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21759 members 
Mstep: Class 14 contains 7813 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109521 members 
Mstep: Class 17 contains 7057 members 
Mstep: Class 18 contains 2397 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 42486 members 
Mstep: Class 21 contains 36928 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 1091 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6846 members 
Mstep: Class 27 contains 13260 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780136.000000 Penalty: 59499.636719
Iteration 93Q: 29 clusters Score -5.978014e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 43680 members 
Mstep: Class 4 contains 6700 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 57288 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14941 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70484 members 
Mstep: Class 12 contains 2424 members 
Mstep: Class 13 contains 21760 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109454 members 
Mstep: Class 17 contains 6984 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 42646 members 
Mstep: Class 21 contains 36889 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6848 members 
Mstep: Class 27 contains 13246 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780300.000000 Penalty: 59499.636719
Iteration 94Q: 29 clusters Score -5.97803e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17380 members 
Mstep: Class 3 contains 43590 members 
Mstep: Class 4 contains 6679 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 57239 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15016 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70579 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21761 members 
Mstep: Class 14 contains 7833 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109377 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 2576 members 
Mstep: Class 20 contains 42775 members 
Mstep: Class 21 contains 36857 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6852 members 
Mstep: Class 27 contains 13220 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780472.000000 Penalty: 59499.636719
Iteration 95Q: 29 clusters Score -5.978047e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17383 members 
Mstep: Class 3 contains 43501 members 
Mstep: Class 4 contains 6652 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 57195 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15072 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70675 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21759 members 
Mstep: Class 14 contains 7843 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109309 members 
Mstep: Class 17 contains 6854 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 42883 members 
Mstep: Class 21 contains 36840 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6853 members 
Mstep: Class 27 contains 13188 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780548.000000 Penalty: 59499.636719
Iteration 96Q: 29 clusters Score -5.978055e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 43443 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 5517 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 57159 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15138 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70767 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 7848 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109247 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 42966 members 
Mstep: Class 21 contains 36826 members 
Mstep: Class 22 contains 3268 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6854 members 
Mstep: Class 27 contains 13156 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780560.000000 Penalty: 59499.636719
Iteration 97Q: 29 clusters Score -5.978056e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 43392 members 
Mstep: Class 4 contains 6580 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 2135 members 
Mstep: Class 7 contains 57106 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15189 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70846 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21747 members 
Mstep: Class 14 contains 7850 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109198 members 
Mstep: Class 17 contains 6715 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 43072 members 
Mstep: Class 21 contains 36801 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 1092 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6859 members 
Mstep: Class 27 contains 13129 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780664.000000 Penalty: 59499.636719
Iteration 98Q: 29 clusters Score -5.978066e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17386 members 
Mstep: Class 3 contains 43339 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 5571 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 57063 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15250 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 70923 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 14 contains 7853 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109143 members 
Mstep: Class 17 contains 6643 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 43171 members 
Mstep: Class 21 contains 36776 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 1094 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6863 members 
Mstep: Class 27 contains 13093 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780592.000000 Penalty: 59499.636719
Iteration 99Q: 29 clusters Score -5.978059e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 43302 members 
Mstep: Class 4 contains 6528 members 
Mstep: Class 5 contains 5596 members 
Mstep: Class 6 contains 2139 members 
Mstep: Class 7 contains 57007 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15309 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 71012 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 182 members 
Mstep: Class 16 contains 109071 members 
Mstep: Class 17 contains 6574 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 43258 members 
Mstep: Class 21 contains 36755 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 1096 members 
Mstep: Class 24 contains 225 members 
Mstep: Class 25 contains 207 members 
Mstep: Class 26 contains 6869 members 
Mstep: Class 27 contains 13046 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780668.000000 Penalty: 59499.636719
Iteration 100F: 29 clusters Score -5.978067e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 43279 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5632 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 56954 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15373 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 71075 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21750 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 109023 members 
Mstep: Class 17 contains 6497 members 
Mstep: Class 18 contains 2690 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 43321 members 
Mstep: Class 21 contains 36741 members 
Mstep: Class 22 contains 3270 members 
Mstep: Class 23 contains 1096 members 
Mstep: Class 24 contains 233 members 
Mstep: Class 25 contains 198 members 
Mstep: Class 26 contains 6873 members 
Mstep: Class 27 contains 13006 members 
Mstep: Class 28 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780628.000000 Penalty: 59499.636719
Iteration 101Q: 29 clusters Score -5.978063e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 43241 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 5659 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 56907 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15447 members 
Mstep: Class 10 contains 653 members 
Mstep: Class 11 contains 71129 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 14 contains 7870 members 
Mstep: Class 15 contains 177 members 
Mstep: Class 16 contains 108972 members 
Mstep: Class 17 contains 6422 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 43388 members 
Mstep: Class 21 contains 36735 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 196 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 12965 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780824.000000 Penalty: 59499.636719
Iteration 102Q: 29 clusters Score -5.978082e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 43211 members 
Mstep: Class 4 contains 6461 members 
Mstep: Class 5 contains 5677 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 56849 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 71187 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21752 members 
Mstep: Class 14 contains 7874 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 108921 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 43471 members 
Mstep: Class 21 contains 36716 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 194 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12938 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781104.000000 Penalty: 59499.636719
Iteration 103Q: 29 clusters Score -5.97811e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 43198 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 5 contains 5694 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 56797 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15557 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 71242 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 7875 members 
Mstep: Class 15 contains 176 members 
Mstep: Class 16 contains 108877 members 
Mstep: Class 17 contains 6327 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 43520 members 
Mstep: Class 21 contains 36704 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 1097 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 194 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12912 members 
Mstep: Class 28 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781076.000000 Penalty: 59499.636719
Iteration 104Q: 29 clusters Score -5.978108e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17388 members 
Mstep: Class 3 contains 43172 members 
Mstep: Class 4 contains 6421 members 
Mstep: Class 5 contains 5710 members 
Mstep: Class 6 contains 2143 members 
Mstep: Class 7 contains 56753 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15599 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 71278 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21755 members 
Mstep: Class 14 contains 7878 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108846 members 
Mstep: Class 17 contains 6277 members 
Mstep: Class 18 contains 2833 members 
Mstep: Class 19 contains 2577 members 
Mstep: Class 20 contains 43591 members 
Mstep: Class 21 contains 36687 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12895 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781264.000000 Penalty: 59499.636719
Iteration 105Q: 29 clusters Score -5.978126e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 43145 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 5738 members 
Mstep: Class 6 contains 2140 members 
Mstep: Class 7 contains 56714 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15657 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71335 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21742 members 
Mstep: Class 14 contains 7881 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108798 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 43661 members 
Mstep: Class 21 contains 36667 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 236 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6884 members 
Mstep: Class 27 contains 12873 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781096.000000 Penalty: 59499.636719
Iteration 106Q: 29 clusters Score -5.97811e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 43133 members 
Mstep: Class 4 contains 6397 members 
Mstep: Class 5 contains 5759 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 56671 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15687 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71386 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21734 members 
Mstep: Class 14 contains 7886 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108766 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 2887 members 
Mstep: Class 19 contains 2580 members 
Mstep: Class 20 contains 43729 members 
Mstep: Class 21 contains 36645 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6886 members 
Mstep: Class 27 contains 12848 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781204.000000 Penalty: 59499.636719
Iteration 107Q: 29 clusters Score -5.97812e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17376 members 
Mstep: Class 3 contains 43122 members 
Mstep: Class 4 contains 6387 members 
Mstep: Class 5 contains 5775 members 
Mstep: Class 6 contains 2146 members 
Mstep: Class 7 contains 56615 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 15711 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71430 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21728 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108736 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 43809 members 
Mstep: Class 21 contains 36639 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12831 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781164.000000 Penalty: 59499.636719
Iteration 108Q: 29 clusters Score -5.978116e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17375 members 
Mstep: Class 3 contains 43104 members 
Mstep: Class 4 contains 6379 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 2150 members 
Mstep: Class 7 contains 56564 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15737 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71454 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21720 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108715 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 2914 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 43887 members 
Mstep: Class 21 contains 36635 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6892 members 
Mstep: Class 27 contains 12820 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781080.000000 Penalty: 59499.636719
Iteration 109Q: 29 clusters Score -5.978108e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 43092 members 
Mstep: Class 4 contains 6371 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 56516 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15766 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71472 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21712 members 
Mstep: Class 14 contains 7903 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108688 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 2930 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 43958 members 
Mstep: Class 21 contains 36632 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6894 members 
Mstep: Class 27 contains 12816 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781120.000000 Penalty: 59499.636719
Iteration 110Q: 29 clusters Score -5.978112e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 5816 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 56472 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71498 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21704 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108669 members 
Mstep: Class 17 contains 5958 members 
Mstep: Class 18 contains 2943 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44019 members 
Mstep: Class 21 contains 36619 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 12805 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781160.000000 Penalty: 59499.636719
Iteration 111Q: 29 clusters Score -5.978116e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17381 members 
Mstep: Class 3 contains 43097 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 5828 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 56432 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15816 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71514 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21699 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108649 members 
Mstep: Class 17 contains 5923 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44075 members 
Mstep: Class 21 contains 36607 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6897 members 
Mstep: Class 27 contains 12796 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781240.000000 Penalty: 59499.636719
Iteration 112Q: 29 clusters Score -5.978124e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17379 members 
Mstep: Class 3 contains 43083 members 
Mstep: Class 4 contains 6343 members 
Mstep: Class 5 contains 5846 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 56404 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15842 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71538 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21699 members 
Mstep: Class 14 contains 7917 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108634 members 
Mstep: Class 17 contains 5890 members 
Mstep: Class 18 contains 2971 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44118 members 
Mstep: Class 21 contains 36589 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 1100 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 12792 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781208.000000 Penalty: 59499.636719
Iteration 113Q: 29 clusters Score -5.978121e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 43067 members 
Mstep: Class 4 contains 6335 members 
Mstep: Class 5 contains 5863 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 56380 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15873 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71559 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21699 members 
Mstep: Class 14 contains 7915 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108620 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44167 members 
Mstep: Class 21 contains 36572 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6895 members 
Mstep: Class 27 contains 12778 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781252.000000 Penalty: 59499.636719
Iteration 114Q: 29 clusters Score -5.978125e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17376 members 
Mstep: Class 3 contains 43047 members 
Mstep: Class 4 contains 6331 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 56357 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15903 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71579 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21697 members 
Mstep: Class 14 contains 7915 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108609 members 
Mstep: Class 17 contains 5816 members 
Mstep: Class 18 contains 2998 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44215 members 
Mstep: Class 21 contains 36555 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6901 members 
Mstep: Class 27 contains 12759 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781188.000000 Penalty: 59499.636719
Iteration 115Q: 29 clusters Score -5.978119e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17378 members 
Mstep: Class 3 contains 43043 members 
Mstep: Class 4 contains 6327 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 56340 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71594 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21698 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108581 members 
Mstep: Class 17 contains 5775 members 
Mstep: Class 18 contains 3017 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44250 members 
Mstep: Class 21 contains 36551 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1101 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6901 members 
Mstep: Class 27 contains 12736 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781184.000000 Penalty: 59499.636719
Iteration 116Q: 29 clusters Score -5.978118e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 43028 members 
Mstep: Class 4 contains 6323 members 
Mstep: Class 5 contains 5910 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 56338 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15974 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71598 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21701 members 
Mstep: Class 14 contains 7914 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108558 members 
Mstep: Class 17 contains 5723 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44282 members 
Mstep: Class 21 contains 36555 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 12718 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781176.000000 Penalty: 59499.636719
Iteration 117Q: 29 clusters Score -5.978118e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17377 members 
Mstep: Class 3 contains 43020 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 5940 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 56332 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16013 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71614 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21701 members 
Mstep: Class 14 contains 7916 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 108537 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 3050 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44308 members 
Mstep: Class 21 contains 36543 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 12700 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781172.000000 Penalty: 59499.636719
Iteration 118Q: 29 clusters Score -5.978117e+07 nChanged 217
Entering ConstructFrom: 
Score: -59781172.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -49873.460938 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -49873.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48893.843750 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -48893.84 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49084.511719 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -49084.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49147.855469 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -49147.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49194.500000 Penalty: 1997.557007
	Iteration 3Q: 3 clusters Score -49194.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49227.699219 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -49227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49241.515625 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -49241.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49242.945312 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -49242.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49242.945312 Penalty: 1997.557007
	Iteration 7F: 3 clusters Score -49242.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Entering Unmasked Estep 
Score: -2254897.000000 Penalty: 1586.490356
	Iteration 0F: 2 clusters Score -2254897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2242885.000000 Penalty: 3172.980713
	Iteration 0F: 3 clusters Score -2242885 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2247200.250000 Penalty: 3172.980713
	Iteration 1F: 3 clusters Score -2247200 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2247536.500000 Penalty: 3172.980713
	Iteration 2F: 3 clusters Score -2247536 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2247908.500000 Penalty: 3172.980713
	Iteration 3F: 3 clusters Score -2247908 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2248310.750000 Penalty: 3172.980713
	Iteration 4F: 3 clusters Score -2248311 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2248746.500000 Penalty: 3172.980713
	Iteration 5F: 3 clusters Score -2248746 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2249210.750000 Penalty: 3172.980713
	Iteration 6F: 3 clusters Score -2249211 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2249736.000000 Penalty: 3172.980713
	Iteration 7F: 3 clusters Score -2249736 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2250281.750000 Penalty: 3172.980713
	Iteration 8F: 3 clusters Score -2250282 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2250837.250000 Penalty: 3172.980713
	Iteration 9Q: 3 clusters Score -2250837 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2251336.500000 Penalty: 3172.980713
	Iteration 10Q: 3 clusters Score -2251336 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2251801.750000 Penalty: 3172.980713
	Iteration 11Q: 3 clusters Score -2251802 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2252182.000000 Penalty: 3172.980713
	Iteration 12Q: 3 clusters Score -2252182 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2252490.000000 Penalty: 3172.980713
	Iteration 13Q: 3 clusters Score -2252490 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2252746.500000 Penalty: 3172.980713
	Iteration 14Q: 3 clusters Score -2252746 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2252955.000000 Penalty: 3172.980713
	Iteration 15Q: 3 clusters Score -2252955 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2253106.500000 Penalty: 3172.980713
	Iteration 16Q: 3 clusters Score -2253106 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2253203.500000 Penalty: 3172.980713
	Iteration 17Q: 3 clusters Score -2253204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2253274.750000 Penalty: 3172.980713
	Iteration 18Q: 3 clusters Score -2253275 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2253341.250000 Penalty: 3172.980713
	Iteration 19Q: 3 clusters Score -2253341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2253373.250000 Penalty: 3172.980713
	Iteration 20F: 3 clusters Score -2253373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2253390.000000 Penalty: 3172.980713
	Iteration 21Q: 3 clusters Score -2253390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2253404.500000 Penalty: 3172.980713
	Iteration 22Q: 3 clusters Score -2253404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2253411.750000 Penalty: 3172.980713
	Iteration 23Q: 3 clusters Score -2253412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2253415.000000 Penalty: 3172.980713
	Iteration 24Q: 3 clusters Score -2253415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2253417.750000 Penalty: 3172.980713
	Iteration 25Q: 3 clusters Score -2253418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2253420.000000 Penalty: 3172.980713
	Iteration 26Q: 3 clusters Score -2253420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2253422.250000 Penalty: 3172.980713
	Iteration 27Q: 3 clusters Score -2253422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2253425.750000 Penalty: 3172.980713
	Iteration 28Q: 3 clusters Score -2253426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2253423.250000 Penalty: 3172.980713
	Iteration 29Q: 3 clusters Score -2253423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2253423.500000 Penalty: 3172.980713
	Iteration 30Q: 3 clusters Score -2253424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2253426.000000 Penalty: 3172.980713
	Iteration 31Q: 3 clusters Score -2253426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2253429.000000 Penalty: 3172.980713
	Iteration 32Q: 3 clusters Score -2253429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2253436.750000 Penalty: 3172.980713
	Iteration 33Q: 3 clusters Score -2253437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2253445.750000 Penalty: 3172.980713
	Iteration 34Q: 3 clusters Score -2253446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2253446.000000 Penalty: 3172.980713
	Iteration 35Q: 3 clusters Score -2253446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2253454.500000 Penalty: 3172.980713
	Iteration 36Q: 3 clusters Score -2253454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2253458.250000 Penalty: 3172.980713
	Iteration 37Q: 3 clusters Score -2253458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2253459.000000 Penalty: 3172.980713
	Iteration 38Q: 3 clusters Score -2253459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2253464.000000 Penalty: 3172.980713
	Iteration 39Q: 3 clusters Score -2253464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2253466.250000 Penalty: 3172.980713
	Iteration 40F: 3 clusters Score -2253466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2253466.750000 Penalty: 3172.980713
	Iteration 41Q: 3 clusters Score -2253467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2253472.250000 Penalty: 3172.980713
	Iteration 42Q: 3 clusters Score -2253472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2253471.750000 Penalty: 3172.980713
	Iteration 43Q: 3 clusters Score -2253472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2253475.500000 Penalty: 3172.980713
	Iteration 44Q: 3 clusters Score -2253476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2253475.500000 Penalty: 3172.980713
	Iteration 45F: 3 clusters Score -2253476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Entering Unmasked Estep 
Score: -5520155.500000 Penalty: 1733.754395
	Iteration 0F: 2 clusters Score -5520156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5491315.000000 Penalty: 3467.508789
	Iteration 0F: 3 clusters Score -5491315 nChanged 20129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -5502608.000000 Penalty: 3467.508789
	Iteration 1F: 3 clusters Score -5502608 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5503472.000000 Penalty: 3467.508789
	Iteration 2Q: 3 clusters Score -5503472 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5504807.500000 Penalty: 3467.508789
	Iteration 3F: 3 clusters Score -5504808 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5506761.500000 Penalty: 3467.508789
	Iteration 4F: 3 clusters Score -5506762 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5509096.500000 Penalty: 3467.508789
	Iteration 5F: 3 clusters Score -5509096 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -5511521.500000 Penalty: 3467.508789
	Iteration 6F: 3 clusters Score -5511522 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -5513854.000000 Penalty: 3467.508789
	Iteration 7F: 3 clusters Score -5513854 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5515799.000000 Penalty: 3467.508789
	Iteration 8Q: 3 clusters Score -5515799 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5517016.000000 Penalty: 3467.508789
	Iteration 9Q: 3 clusters Score -5517016 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -5517692.000000 Penalty: 3467.508789
	Iteration 10Q: 3 clusters Score -5517692 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5518136.000000 Penalty: 3467.508789
	Iteration 11Q: 3 clusters Score -5518136 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5518417.000000 Penalty: 3467.508789
	Iteration 12Q: 3 clusters Score -5518417 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5518654.500000 Penalty: 3467.508789
	Iteration 13Q: 3 clusters Score -5518654 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -5518840.000000 Penalty: 3467.508789
	Iteration 14Q: 3 clusters Score -5518840 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -5518954.000000 Penalty: 3467.508789
	Iteration 15Q: 3 clusters Score -5518954 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -5519089.500000 Penalty: 3467.508789
	Iteration 16Q: 3 clusters Score -5519090 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -5519173.000000 Penalty: 3467.508789
	Iteration 17Q: 3 clusters Score -5519173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -5519242.000000 Penalty: 3467.508789
	Iteration 18Q: 3 clusters Score -5519242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5519303.000000 Penalty: 3467.508789
	Iteration 19Q: 3 clusters Score -5519303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5519340.500000 Penalty: 3467.508789
	Iteration 20F: 3 clusters Score -5519340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -5519371.000000 Penalty: 3467.508789
	Iteration 21Q: 3 clusters Score -5519371 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -5519398.500000 Penalty: 3467.508789
	Iteration 22Q: 3 clusters Score -5519398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -5519412.000000 Penalty: 3467.508789
	Iteration 23Q: 3 clusters Score -5519412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5519418.000000 Penalty: 3467.508789
	Iteration 24Q: 3 clusters Score -5519418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -5519427.000000 Penalty: 3467.508789
	Iteration 25Q: 3 clusters Score -5519427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5519430.000000 Penalty: 3467.508789
	Iteration 26Q: 3 clusters Score -5519430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -5519439.000000 Penalty: 3467.508789
	Iteration 27Q: 3 clusters Score -5519439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -5519431.000000 Penalty: 3467.508789
	Iteration 28Q: 3 clusters Score -5519431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -5519438.500000 Penalty: 3467.508789
	Iteration 29Q: 3 clusters Score -5519438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5519435.000000 Penalty: 3467.508789
	Iteration 30Q: 3 clusters Score -5519435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -5519439.500000 Penalty: 3467.508789
	Iteration 31Q: 3 clusters Score -5519440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5519438.500000 Penalty: 3467.508789
	Iteration 32Q: 3 clusters Score -5519438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -5519438.500000 Penalty: 3467.508789
	Iteration 33F: 3 clusters Score -5519438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Entering Unmasked Estep 
Score: -783679.125000 Penalty: 1422.140259
	Iteration 0F: 2 clusters Score -783679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -778899.750000 Penalty: 2844.280518
	Iteration 0F: 3 clusters Score -778899.8 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -780258.000000 Penalty: 2844.280518
	Iteration 1F: 3 clusters Score -780258 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -780493.187500 Penalty: 2844.280518
	Iteration 2F: 3 clusters Score -780493.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -780723.250000 Penalty: 2844.280518
	Iteration 3F: 3 clusters Score -780723.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -780941.000000 Penalty: 2844.280518
	Iteration 4F: 3 clusters Score -780941 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -781146.062500 Penalty: 2844.280518
	Iteration 5Q: 3 clusters Score -781146.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -781383.937500 Penalty: 2844.280518
	Iteration 6F: 3 clusters Score -781383.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -781605.375000 Penalty: 2844.280518
	Iteration 7F: 3 clusters Score -781605.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -781819.812500 Penalty: 2844.280518
	Iteration 8Q: 3 clusters Score -781819.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -782011.562500 Penalty: 2844.280518
	Iteration 9Q: 3 clusters Score -782011.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -782213.500000 Penalty: 2844.280518
	Iteration 10Q: 3 clusters Score -782213.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -782388.750000 Penalty: 2844.280518
	Iteration 11Q: 3 clusters Score -782388.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -782539.375000 Penalty: 2844.280518
	Iteration 12Q: 3 clusters Score -782539.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -782611.750000 Penalty: 2844.280518
	Iteration 13Q: 3 clusters Score -782611.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -782654.875000 Penalty: 2844.280518
	Iteration 14Q: 3 clusters Score -782654.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -782676.562500 Penalty: 2844.280518
	Iteration 15Q: 3 clusters Score -782676.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -782695.125000 Penalty: 2844.280518
	Iteration 16Q: 3 clusters Score -782695.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -782715.125000 Penalty: 2844.280518
	Iteration 17Q: 3 clusters Score -782715.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -782735.062500 Penalty: 2844.280518
	Iteration 18Q: 3 clusters Score -782735.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -782755.250000 Penalty: 2844.280518
	Iteration 19Q: 3 clusters Score -782755.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -782776.125000 Penalty: 2844.280518
	Iteration 20F: 3 clusters Score -782776.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -782794.875000 Penalty: 2844.280518
	Iteration 21Q: 3 clusters Score -782794.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -782808.750000 Penalty: 2844.280518
	Iteration 22Q: 3 clusters Score -782808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -782815.750000 Penalty: 2844.280518
	Iteration 23Q: 3 clusters Score -782815.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -782822.062500 Penalty: 2844.280518
	Iteration 24Q: 3 clusters Score -782822.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -782825.500000 Penalty: 2844.280518
	Iteration 25Q: 3 clusters Score -782825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -782827.062500 Penalty: 2844.280518
	Iteration 26Q: 3 clusters Score -782827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -782833.000000 Penalty: 2844.280518
	Iteration 27Q: 3 clusters Score -782833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -782843.125000 Penalty: 2844.280518
	Iteration 28Q: 3 clusters Score -782843.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -782850.750000 Penalty: 2844.280518
	Iteration 29Q: 3 clusters Score -782850.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -782853.625000 Penalty: 2844.280518
	Iteration 30Q: 3 clusters Score -782853.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -782863.500000 Penalty: 2844.280518
	Iteration 31Q: 3 clusters Score -782863.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -782866.375000 Penalty: 2844.280518
	Iteration 32Q: 3 clusters Score -782866.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -782872.625000 Penalty: 2844.280518
	Iteration 33Q: 3 clusters Score -782872.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -782885.375000 Penalty: 2844.280518
	Iteration 34Q: 3 clusters Score -782885.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -782901.125000 Penalty: 2844.280518
	Iteration 35Q: 3 clusters Score -782901.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -782913.812500 Penalty: 2844.280518
	Iteration 36Q: 3 clusters Score -782913.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -782923.187500 Penalty: 2844.280518
	Iteration 37Q: 3 clusters Score -782923.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -782932.375000 Penalty: 2844.280518
	Iteration 38Q: 3 clusters Score -782932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -782936.000000 Penalty: 2844.280518
	Iteration 39Q: 3 clusters Score -782936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -782945.625000 Penalty: 2844.280518
	Iteration 40F: 3 clusters Score -782945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -782953.125000 Penalty: 2844.280518
	Iteration 41Q: 3 clusters Score -782953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -782958.437500 Penalty: 2844.280518
	Iteration 42Q: 3 clusters Score -782958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -782965.062500 Penalty: 2844.280518
	Iteration 43Q: 3 clusters Score -782965.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -782970.312500 Penalty: 2844.280518
	Iteration 44Q: 3 clusters Score -782970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -782976.875000 Penalty: 2844.280518
	Iteration 45Q: 3 clusters Score -782976.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -782985.375000 Penalty: 2844.280518
	Iteration 46Q: 3 clusters Score -782985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -782992.062500 Penalty: 2844.280518
	Iteration 47Q: 3 clusters Score -782992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -782992.812500 Penalty: 2844.280518
	Iteration 48Q: 3 clusters Score -782992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -782995.062500 Penalty: 2844.280518
	Iteration 49Q: 3 clusters Score -782995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -782995.750000 Penalty: 2844.280518
	Iteration 50Q: 3 clusters Score -782995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -782995.750000 Penalty: 2844.280518
	Iteration 51F: 3 clusters Score -782995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Entering Unmasked Estep 
Score: -698324.187500 Penalty: 1412.638672
	Iteration 0F: 2 clusters Score -698324.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -693755.812500 Penalty: 2825.277344
	Iteration 0F: 3 clusters Score -693755.8 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -695160.500000 Penalty: 2825.277344
	Iteration 1F: 3 clusters Score -695160.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -695453.812500 Penalty: 2825.277344
	Iteration 2F: 3 clusters Score -695453.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -695688.562500 Penalty: 2825.277344
	Iteration 3F: 3 clusters Score -695688.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -695883.937500 Penalty: 2825.277344
	Iteration 4F: 3 clusters Score -695883.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -696040.750000 Penalty: 2825.277344
	Iteration 5Q: 3 clusters Score -696040.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -696207.250000 Penalty: 2825.277344
	Iteration 6Q: 3 clusters Score -696207.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -696367.437500 Penalty: 2825.277344
	Iteration 7Q: 3 clusters Score -696367.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -696502.500000 Penalty: 2825.277344
	Iteration 8Q: 3 clusters Score -696502.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -696615.750000 Penalty: 2825.277344
	Iteration 9Q: 3 clusters Score -696615.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -696696.000000 Penalty: 2825.277344
	Iteration 10Q: 3 clusters Score -696696 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -696755.812500 Penalty: 2825.277344
	Iteration 11Q: 3 clusters Score -696755.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -696797.062500 Penalty: 2825.277344
	Iteration 12Q: 3 clusters Score -696797.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -696824.687500 Penalty: 2825.277344
	Iteration 13Q: 3 clusters Score -696824.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -696838.312500 Penalty: 2825.277344
	Iteration 14Q: 3 clusters Score -696838.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -696849.125000 Penalty: 2825.277344
	Iteration 15Q: 3 clusters Score -696849.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -696857.750000 Penalty: 2825.277344
	Iteration 16Q: 3 clusters Score -696857.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -696863.250000 Penalty: 2825.277344
	Iteration 17Q: 3 clusters Score -696863.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -696870.500000 Penalty: 2825.277344
	Iteration 18Q: 3 clusters Score -696870.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -696877.062500 Penalty: 2825.277344
	Iteration 19Q: 3 clusters Score -696877.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -696884.000000 Penalty: 2825.277344
	Iteration 20F: 3 clusters Score -696884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -696890.562500 Penalty: 2825.277344
	Iteration 21Q: 3 clusters Score -696890.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -696895.375000 Penalty: 2825.277344
	Iteration 22Q: 3 clusters Score -696895.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -696905.062500 Penalty: 2825.277344
	Iteration 23Q: 3 clusters Score -696905.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -696912.875000 Penalty: 2825.277344
	Iteration 24Q: 3 clusters Score -696912.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -696920.250000 Penalty: 2825.277344
	Iteration 25Q: 3 clusters Score -696920.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -696927.875000 Penalty: 2825.277344
	Iteration 26Q: 3 clusters Score -696927.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -696932.437500 Penalty: 2825.277344
	Iteration 27Q: 3 clusters Score -696932.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -696936.875000 Penalty: 2825.277344
	Iteration 28Q: 3 clusters Score -696936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -696940.562500 Penalty: 2825.277344
	Iteration 29Q: 3 clusters Score -696940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -696943.875000 Penalty: 2825.277344
	Iteration 30Q: 3 clusters Score -696943.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -696947.625000 Penalty: 2825.277344
	Iteration 31Q: 3 clusters Score -696947.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -696950.562500 Penalty: 2825.277344
	Iteration 32Q: 3 clusters Score -696950.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -696953.062500 Penalty: 2825.277344
	Iteration 33Q: 3 clusters Score -696953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -696956.687500 Penalty: 2825.277344
	Iteration 34Q: 3 clusters Score -696956.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -696957.937500 Penalty: 2825.277344
	Iteration 35Q: 3 clusters Score -696957.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -696964.312500 Penalty: 2825.277344
	Iteration 36Q: 3 clusters Score -696964.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -696972.125000 Penalty: 2825.277344
	Iteration 37Q: 3 clusters Score -696972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -696976.625000 Penalty: 2825.277344
	Iteration 38Q: 3 clusters Score -696976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -696979.687500 Penalty: 2825.277344
	Iteration 39Q: 3 clusters Score -696979.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -696983.500000 Penalty: 2825.277344
	Iteration 40F: 3 clusters Score -696983.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -696985.375000 Penalty: 2825.277344
	Iteration 41Q: 3 clusters Score -696985.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -696985.000000 Penalty: 2825.277344
	Iteration 42Q: 3 clusters Score -696985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -696986.687500 Penalty: 2825.277344
	Iteration 43Q: 3 clusters Score -696986.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -696987.062500 Penalty: 2825.277344
	Iteration 44Q: 3 clusters Score -696987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -696987.062500 Penalty: 2825.277344
	Iteration 45F: 3 clusters Score -696987.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -259965.234375 Penalty: 1247.200806
	Iteration 0F: 2 clusters Score -259965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -257779.250000 Penalty: 2494.401611
	Iteration 0F: 3 clusters Score -257779.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -258261.375000 Penalty: 2494.401611
	Iteration 1F: 3 clusters Score -258261.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -258365.062500 Penalty: 2494.401611
	Iteration 2F: 3 clusters Score -258365.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -258420.250000 Penalty: 2494.401611
	Iteration 3Q: 3 clusters Score -258420.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -258457.890625 Penalty: 2494.401611
	Iteration 4Q: 3 clusters Score -258457.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258493.531250 Penalty: 2494.401611
	Iteration 5Q: 3 clusters Score -258493.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -258513.140625 Penalty: 2494.401611
	Iteration 6Q: 3 clusters Score -258513.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -258527.562500 Penalty: 2494.401611
	Iteration 7Q: 3 clusters Score -258527.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -258540.656250 Penalty: 2494.401611
	Iteration 8Q: 3 clusters Score -258540.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -258549.593750 Penalty: 2494.401611
	Iteration 9Q: 3 clusters Score -258549.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -258554.750000 Penalty: 2494.401611
	Iteration 10Q: 3 clusters Score -258554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -258560.718750 Penalty: 2494.401611
	Iteration 11Q: 3 clusters Score -258560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -258567.328125 Penalty: 2494.401611
	Iteration 12Q: 3 clusters Score -258567.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -258572.406250 Penalty: 2494.401611
	Iteration 13Q: 3 clusters Score -258572.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -258577.500000 Penalty: 2494.401611
	Iteration 14Q: 3 clusters Score -258577.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -258583.265625 Penalty: 2494.401611
	Iteration 15Q: 3 clusters Score -258583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -258586.968750 Penalty: 2494.401611
	Iteration 16Q: 3 clusters Score -258587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -258588.546875 Penalty: 2494.401611
	Iteration 17Q: 3 clusters Score -258588.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -258590.593750 Penalty: 2494.401611
	Iteration 18Q: 3 clusters Score -258590.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -258592.281250 Penalty: 2494.401611
	Iteration 19Q: 3 clusters Score -258592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -258592.812500 Penalty: 2494.401611
	Iteration 20F: 3 clusters Score -258592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Entering Unmasked Estep 
Score: -7263824.500000 Penalty: 1777.558716
	Iteration 0F: 2 clusters Score -7263824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -7226024.000000 Penalty: 3555.117432
	Iteration 0F: 3 clusters Score -7226024 nChanged 26703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -7241187.500000 Penalty: 3555.117432
	Iteration 1F: 3 clusters Score -7241188 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -7241947.500000 Penalty: 3555.117432
	Iteration 2Q: 3 clusters Score -7241948 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -7243139.000000 Penalty: 3555.117432
	Iteration 3Q: 3 clusters Score -7243139 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -7245086.000000 Penalty: 3555.117432
	Iteration 4F: 3 clusters Score -7245086 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -7248239.500000 Penalty: 3555.117432
	Iteration 5F: 3 clusters Score -7248240 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -7252338.000000 Penalty: 3555.117432
	Iteration 6F: 3 clusters Score -7252338 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7256501.500000 Penalty: 3555.117432
	Iteration 7F: 3 clusters Score -7256502 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53435 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7259499.500000 Penalty: 3555.117432
	Iteration 8F: 3 clusters Score -7259500 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7261077.500000 Penalty: 3555.117432
	Iteration 9Q: 3 clusters Score -7261078 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7261737.500000 Penalty: 3555.117432
	Iteration 10Q: 3 clusters Score -7261738 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7261987.000000 Penalty: 3555.117432
	Iteration 11Q: 3 clusters Score -7261987 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7262119.000000 Penalty: 3555.117432
	Iteration 12Q: 3 clusters Score -7262119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -7262182.500000 Penalty: 3555.117432
	Iteration 13Q: 3 clusters Score -7262182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7262221.000000 Penalty: 3555.117432
	Iteration 14Q: 3 clusters Score -7262221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -7262241.500000 Penalty: 3555.117432
	Iteration 15Q: 3 clusters Score -7262242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -7262257.000000 Penalty: 3555.117432
	Iteration 16Q: 3 clusters Score -7262257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7262257.000000 Penalty: 3555.117432
	Iteration 17Q: 3 clusters Score -7262257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7262262.000000 Penalty: 3555.117432
	Iteration 18Q: 3 clusters Score -7262262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7262262.000000 Penalty: 3555.117432
	Iteration 19F: 3 clusters Score -7262262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -29533.832031 Penalty: 893.289795
	Iteration 0F: 2 clusters Score -29533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28703.851562 Penalty: 1786.579590
	Iteration 0F: 3 clusters Score -28703.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28784.244141 Penalty: 1786.579590
	Iteration 1F: 3 clusters Score -28784.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28818.490234 Penalty: 1786.579590
	Iteration 2Q: 3 clusters Score -28818.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28828.376953 Penalty: 1786.579590
	Iteration 3Q: 3 clusters Score -28828.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28833.509766 Penalty: 1786.579590
	Iteration 4Q: 3 clusters Score -28833.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28833.509766 Penalty: 1786.579590
	Iteration 5F: 3 clusters Score -28833.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Entering Unmasked Estep 
Score: -2002099.625000 Penalty: 1573.471802
	Iteration 0F: 2 clusters Score -2002100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1990969.000000 Penalty: 3146.943604
	Iteration 0F: 3 clusters Score -1990969 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1994925.375000 Penalty: 3146.943604
	Iteration 1F: 3 clusters Score -1994925 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1995333.625000 Penalty: 3146.943604
	Iteration 2F: 3 clusters Score -1995334 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1995692.625000 Penalty: 3146.943604
	Iteration 3F: 3 clusters Score -1995693 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1996054.250000 Penalty: 3146.943604
	Iteration 4Q: 3 clusters Score -1996054 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1996417.625000 Penalty: 3146.943604
	Iteration 5Q: 3 clusters Score -1996418 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1996830.000000 Penalty: 3146.943604
	Iteration 6Q: 3 clusters Score -1996830 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1997310.750000 Penalty: 3146.943604
	Iteration 7F: 3 clusters Score -1997311 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1997829.500000 Penalty: 3146.943604
	Iteration 8F: 3 clusters Score -1997830 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1998408.125000 Penalty: 3146.943604
	Iteration 9Q: 3 clusters Score -1998408 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1998979.500000 Penalty: 3146.943604
	Iteration 10Q: 3 clusters Score -1998980 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1999452.125000 Penalty: 3146.943604
	Iteration 11Q: 3 clusters Score -1999452 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1999821.875000 Penalty: 3146.943604
	Iteration 12Q: 3 clusters Score -1999822 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2000140.750000 Penalty: 3146.943604
	Iteration 13Q: 3 clusters Score -2000141 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2000354.375000 Penalty: 3146.943604
	Iteration 14Q: 3 clusters Score -2000354 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2000507.125000 Penalty: 3146.943604
	Iteration 15Q: 3 clusters Score -2000507 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2000603.750000 Penalty: 3146.943604
	Iteration 16Q: 3 clusters Score -2000604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2000682.125000 Penalty: 3146.943604
	Iteration 17Q: 3 clusters Score -2000682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2000729.875000 Penalty: 3146.943604
	Iteration 18Q: 3 clusters Score -2000730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2000796.500000 Penalty: 3146.943604
	Iteration 19Q: 3 clusters Score -2000796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2000833.125000 Penalty: 3146.943604
	Iteration 20F: 3 clusters Score -2000833 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2000859.375000 Penalty: 3146.943604
	Iteration 21Q: 3 clusters Score -2000859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2000874.125000 Penalty: 3146.943604
	Iteration 22Q: 3 clusters Score -2000874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2000880.250000 Penalty: 3146.943604
	Iteration 23Q: 3 clusters Score -2000880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2000884.750000 Penalty: 3146.943604
	Iteration 24Q: 3 clusters Score -2000885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2000889.000000 Penalty: 3146.943604
	Iteration 25Q: 3 clusters Score -2000889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2000889.875000 Penalty: 3146.943604
	Iteration 26Q: 3 clusters Score -2000890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2000890.875000 Penalty: 3146.943604
	Iteration 27Q: 3 clusters Score -2000891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2000893.250000 Penalty: 3146.943604
	Iteration 28Q: 3 clusters Score -2000893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2000892.875000 Penalty: 3146.943604
	Iteration 29Q: 3 clusters Score -2000893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2000893.000000 Penalty: 3146.943604
	Iteration 30Q: 3 clusters Score -2000893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2000897.125000 Penalty: 3146.943604
	Iteration 31Q: 3 clusters Score -2000897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2000897.125000 Penalty: 3146.943604
	Iteration 32Q: 3 clusters Score -2000897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2000898.125000 Penalty: 3146.943604
	Iteration 33Q: 3 clusters Score -2000898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2000900.750000 Penalty: 3146.943604
	Iteration 34Q: 3 clusters Score -2000901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2000905.000000 Penalty: 3146.943604
	Iteration 35Q: 3 clusters Score -2000905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2000906.875000 Penalty: 3146.943604
	Iteration 36Q: 3 clusters Score -2000907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2000911.000000 Penalty: 3146.943604
	Iteration 37Q: 3 clusters Score -2000911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2000912.000000 Penalty: 3146.943604
	Iteration 38Q: 3 clusters Score -2000912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2000913.000000 Penalty: 3146.943604
	Iteration 39Q: 3 clusters Score -2000913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2000914.375000 Penalty: 3146.943604
	Iteration 40F: 3 clusters Score -2000914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2000918.375000 Penalty: 3146.943604
	Iteration 41Q: 3 clusters Score -2000918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2000924.000000 Penalty: 3146.943604
	Iteration 42Q: 3 clusters Score -2000924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2000926.750000 Penalty: 3146.943604
	Iteration 43Q: 3 clusters Score -2000927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2000928.750000 Penalty: 3146.943604
	Iteration 44Q: 3 clusters Score -2000929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2000930.750000 Penalty: 3146.943604
	Iteration 45Q: 3 clusters Score -2000931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2000930.000000 Penalty: 3146.943604
	Iteration 46Q: 3 clusters Score -2000930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2000931.625000 Penalty: 3146.943604
	Iteration 47Q: 3 clusters Score -2000932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2000933.125000 Penalty: 3146.943604
	Iteration 48Q: 3 clusters Score -2000933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2000934.500000 Penalty: 3146.943604
	Iteration 49Q: 3 clusters Score -2000934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2000934.625000 Penalty: 3146.943604
	Iteration 50Q: 3 clusters Score -2000935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2000934.875000 Penalty: 3146.943604
	Iteration 51Q: 3 clusters Score -2000935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2000934.875000 Penalty: 3146.943604
	Iteration 52F: 3 clusters Score -2000935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -67982.687500 Penalty: 1054.742554
	Iteration 0F: 2 clusters Score -67982.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66885.820312 Penalty: 2109.485107
	Iteration 0F: 3 clusters Score -66885.82 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67306.554688 Penalty: 2109.485107
	Iteration 1F: 3 clusters Score -67306.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67481.148438 Penalty: 2109.485107
	Iteration 2F: 3 clusters Score -67481.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67560.898438 Penalty: 2109.485107
	Iteration 3F: 3 clusters Score -67560.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67633.007812 Penalty: 2109.485107
	Iteration 4Q: 3 clusters Score -67633.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67658.765625 Penalty: 2109.485107
	Iteration 5Q: 3 clusters Score -67658.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67670.445312 Penalty: 2109.485107
	Iteration 6Q: 3 clusters Score -67670.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67672.968750 Penalty: 2109.485107
	Iteration 7Q: 3 clusters Score -67672.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67672.968750 Penalty: 2109.485107
	Iteration 8F: 3 clusters Score -67672.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (71615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71615 members 
Entering Unmasked Estep 
Score: -9231262.000000 Penalty: 1816.597290
	Iteration 0F: 2 clusters Score -9231262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -9183383.000000 Penalty: 3633.194580
	Iteration 0F: 3 clusters Score -9183383 nChanged 34130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -9203705.000000 Penalty: 3633.194580
	Iteration 1F: 3 clusters Score -9203705 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -9205560.000000 Penalty: 3633.194580
	Iteration 2F: 3 clusters Score -9205560 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -9208557.000000 Penalty: 3633.194580
	Iteration 3F: 3 clusters Score -9208557 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -9212991.000000 Penalty: 3633.194580
	Iteration 4F: 3 clusters Score -9212991 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -9218337.000000 Penalty: 3633.194580
	Iteration 5F: 3 clusters Score -9218337 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -9223347.000000 Penalty: 3633.194580
	Iteration 6F: 3 clusters Score -9223347 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -9226793.000000 Penalty: 3633.194580
	Iteration 7Q: 3 clusters Score -9226793 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9228565.000000 Penalty: 3633.194580
	Iteration 8Q: 3 clusters Score -9228565 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9229261.000000 Penalty: 3633.194580
	Iteration 9Q: 3 clusters Score -9229261 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9229485.000000 Penalty: 3633.194580
	Iteration 10Q: 3 clusters Score -9229485 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9229576.000000 Penalty: 3633.194580
	Iteration 11Q: 3 clusters Score -9229576 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9229643.000000 Penalty: 3633.194580
	Iteration 12Q: 3 clusters Score -9229643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9229648.000000 Penalty: 3633.194580
	Iteration 13Q: 3 clusters Score -9229648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9229672.000000 Penalty: 3633.194580
	Iteration 14Q: 3 clusters Score -9229672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9229681.000000 Penalty: 3633.194580
	Iteration 15Q: 3 clusters Score -9229681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71284 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9229691.000000 Penalty: 3633.194580
	Iteration 16Q: 3 clusters Score -9229691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9229706.000000 Penalty: 3633.194580
	Iteration 17Q: 3 clusters Score -9229706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9229705.000000 Penalty: 3633.194580
	Iteration 18Q: 3 clusters Score -9229705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9229713.000000 Penalty: 3633.194580
	Iteration 19Q: 3 clusters Score -9229713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9229716.000000 Penalty: 3633.194580
	Iteration 20F: 3 clusters Score -9229716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9229723.000000 Penalty: 3633.194580
	Iteration 21Q: 3 clusters Score -9229723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9229735.000000 Penalty: 3633.194580
	Iteration 22Q: 3 clusters Score -9229735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71281 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9229748.000000 Penalty: 3633.194580
	Iteration 23Q: 3 clusters Score -9229748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9229753.000000 Penalty: 3633.194580
	Iteration 24Q: 3 clusters Score -9229753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9229754.000000 Penalty: 3633.194580
	Iteration 25Q: 3 clusters Score -9229754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9229757.000000 Penalty: 3633.194580
	Iteration 26Q: 3 clusters Score -9229757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9229755.000000 Penalty: 3633.194580
	Iteration 27Q: 3 clusters Score -9229755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9229755.000000 Penalty: 3633.194580
	Iteration 28F: 3 clusters Score -9229755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -310272.218750 Penalty: 1266.926270
	Iteration 0F: 2 clusters Score -310272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -307927.406250 Penalty: 2533.852539
	Iteration 0F: 3 clusters Score -307927.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -308479.906250 Penalty: 2533.852539
	Iteration 1F: 3 clusters Score -308479.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -308598.750000 Penalty: 2533.852539
	Iteration 2F: 3 clusters Score -308598.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -308664.937500 Penalty: 2533.852539
	Iteration 3Q: 3 clusters Score -308664.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -308716.156250 Penalty: 2533.852539
	Iteration 4Q: 3 clusters Score -308716.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -308755.312500 Penalty: 2533.852539
	Iteration 5Q: 3 clusters Score -308755.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -308794.875000 Penalty: 2533.852539
	Iteration 6Q: 3 clusters Score -308794.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -308826.968750 Penalty: 2533.852539
	Iteration 7Q: 3 clusters Score -308827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -308855.687500 Penalty: 2533.852539
	Iteration 8Q: 3 clusters Score -308855.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -308877.312500 Penalty: 2533.852539
	Iteration 9Q: 3 clusters Score -308877.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -308896.750000 Penalty: 2533.852539
	Iteration 10Q: 3 clusters Score -308896.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -308917.031250 Penalty: 2533.852539
	Iteration 11Q: 3 clusters Score -308917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -308936.781250 Penalty: 2533.852539
	Iteration 12Q: 3 clusters Score -308936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -308947.468750 Penalty: 2533.852539
	Iteration 13Q: 3 clusters Score -308947.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -308955.125000 Penalty: 2533.852539
	Iteration 14Q: 3 clusters Score -308955.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -308960.093750 Penalty: 2533.852539
	Iteration 15Q: 3 clusters Score -308960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -308963.812500 Penalty: 2533.852539
	Iteration 16Q: 3 clusters Score -308963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -308965.625000 Penalty: 2533.852539
	Iteration 17Q: 3 clusters Score -308965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -308968.656250 Penalty: 2533.852539
	Iteration 18Q: 3 clusters Score -308968.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -308970.531250 Penalty: 2533.852539
	Iteration 19Q: 3 clusters Score -308970.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -308971.093750 Penalty: 2533.852539
	Iteration 20F: 3 clusters Score -308971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -308974.468750 Penalty: 2533.852539
	Iteration 21Q: 3 clusters Score -308974.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -308977.406250 Penalty: 2533.852539
	Iteration 22Q: 3 clusters Score -308977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -308980.062500 Penalty: 2533.852539
	Iteration 23Q: 3 clusters Score -308980.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -308983.093750 Penalty: 2533.852539
	Iteration 24Q: 3 clusters Score -308983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -308986.593750 Penalty: 2533.852539
	Iteration 25Q: 3 clusters Score -308986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -308992.312500 Penalty: 2533.852539
	Iteration 26Q: 3 clusters Score -308992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -308996.437500 Penalty: 2533.852539
	Iteration 27Q: 3 clusters Score -308996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -308998.218750 Penalty: 2533.852539
	Iteration 28Q: 3 clusters Score -308998.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -308998.781250 Penalty: 2533.852539
	Iteration 29Q: 3 clusters Score -308998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -308998.781250 Penalty: 2533.852539
	Iteration 30F: 3 clusters Score -308998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Entering Unmasked Estep 
Score: -2677967.750000 Penalty: 1622.573486
	Iteration 0F: 2 clusters Score -2677968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2663241.250000 Penalty: 3245.146973
	Iteration 0F: 3 clusters Score -2663241 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2668458.500000 Penalty: 3245.146973
	Iteration 1F: 3 clusters Score -2668458 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2668777.500000 Penalty: 3245.146973
	Iteration 2Q: 3 clusters Score -2668778 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2669059.500000 Penalty: 3245.146973
	Iteration 3Q: 3 clusters Score -2669060 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2669359.250000 Penalty: 3245.146973
	Iteration 4Q: 3 clusters Score -2669359 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2669730.500000 Penalty: 3245.146973
	Iteration 5Q: 3 clusters Score -2669730 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2670196.250000 Penalty: 3245.146973
	Iteration 6Q: 3 clusters Score -2670196 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2670801.000000 Penalty: 3245.146973
	Iteration 7Q: 3 clusters Score -2670801 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2671596.750000 Penalty: 3245.146973
	Iteration 8F: 3 clusters Score -2671597 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2672527.250000 Penalty: 3245.146973
	Iteration 9F: 3 clusters Score -2672527 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2673525.250000 Penalty: 3245.146973
	Iteration 10F: 3 clusters Score -2673525 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2674391.000000 Penalty: 3245.146973
	Iteration 11Q: 3 clusters Score -2674391 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2675075.000000 Penalty: 3245.146973
	Iteration 12Q: 3 clusters Score -2675075 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2675603.250000 Penalty: 3245.146973
	Iteration 13Q: 3 clusters Score -2675603 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2675928.000000 Penalty: 3245.146973
	Iteration 14Q: 3 clusters Score -2675928 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2676163.750000 Penalty: 3245.146973
	Iteration 15Q: 3 clusters Score -2676164 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2676316.000000 Penalty: 3245.146973
	Iteration 16Q: 3 clusters Score -2676316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2676404.500000 Penalty: 3245.146973
	Iteration 17Q: 3 clusters Score -2676404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2676447.500000 Penalty: 3245.146973
	Iteration 18Q: 3 clusters Score -2676448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2676470.500000 Penalty: 3245.146973
	Iteration 19Q: 3 clusters Score -2676470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2676491.250000 Penalty: 3245.146973
	Iteration 20F: 3 clusters Score -2676491 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2676506.000000 Penalty: 3245.146973
	Iteration 21Q: 3 clusters Score -2676506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2676526.750000 Penalty: 3245.146973
	Iteration 22Q: 3 clusters Score -2676527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2676547.250000 Penalty: 3245.146973
	Iteration 23Q: 3 clusters Score -2676547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2676568.000000 Penalty: 3245.146973
	Iteration 24Q: 3 clusters Score -2676568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2676578.500000 Penalty: 3245.146973
	Iteration 25Q: 3 clusters Score -2676578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2676581.000000 Penalty: 3245.146973
	Iteration 26Q: 3 clusters Score -2676581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2676581.250000 Penalty: 3245.146973
	Iteration 27Q: 3 clusters Score -2676581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2676587.250000 Penalty: 3245.146973
	Iteration 28Q: 3 clusters Score -2676587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2676587.250000 Penalty: 3245.146973
	Iteration 29Q: 3 clusters Score -2676587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2676591.000000 Penalty: 3245.146973
	Iteration 30Q: 3 clusters Score -2676591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2676592.750000 Penalty: 3245.146973
	Iteration 31Q: 3 clusters Score -2676593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2676594.250000 Penalty: 3245.146973
	Iteration 32Q: 3 clusters Score -2676594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2676596.500000 Penalty: 3245.146973
	Iteration 33Q: 3 clusters Score -2676596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2676600.750000 Penalty: 3245.146973
	Iteration 34Q: 3 clusters Score -2676601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2676602.750000 Penalty: 3245.146973
	Iteration 35Q: 3 clusters Score -2676603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2676608.000000 Penalty: 3245.146973
	Iteration 36Q: 3 clusters Score -2676608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2676607.500000 Penalty: 3245.146973
	Iteration 37Q: 3 clusters Score -2676608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2676604.500000 Penalty: 3245.146973
	Iteration 38Q: 3 clusters Score -2676604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2676608.000000 Penalty: 3245.146973
	Iteration 39Q: 3 clusters Score -2676608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2676609.500000 Penalty: 3245.146973
	Iteration 40F: 3 clusters Score -2676610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Entering Unmasked Estep 
Score: -994777.187500 Penalty: 1458.786255
	Iteration 0F: 2 clusters Score -994777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -988935.125000 Penalty: 2917.572510
	Iteration 0F: 3 clusters Score -988935.1 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -990829.062500 Penalty: 2917.572510
	Iteration 1F: 3 clusters Score -990829.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -991187.500000 Penalty: 2917.572510
	Iteration 2F: 3 clusters Score -991187.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -991535.250000 Penalty: 2917.572510
	Iteration 3F: 3 clusters Score -991535.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -991840.062500 Penalty: 2917.572510
	Iteration 4F: 3 clusters Score -991840.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -992078.062500 Penalty: 2917.572510
	Iteration 5Q: 3 clusters Score -992078.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -992272.312500 Penalty: 2917.572510
	Iteration 6Q: 3 clusters Score -992272.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -992455.687500 Penalty: 2917.572510
	Iteration 7Q: 3 clusters Score -992455.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -992637.750000 Penalty: 2917.572510
	Iteration 8Q: 3 clusters Score -992637.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -992810.812500 Penalty: 2917.572510
	Iteration 9Q: 3 clusters Score -992810.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -992967.625000 Penalty: 2917.572510
	Iteration 10Q: 3 clusters Score -992967.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -993132.125000 Penalty: 2917.572510
	Iteration 11Q: 3 clusters Score -993132.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -993277.312500 Penalty: 2917.572510
	Iteration 12Q: 3 clusters Score -993277.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -993394.875000 Penalty: 2917.572510
	Iteration 13Q: 3 clusters Score -993394.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -993488.500000 Penalty: 2917.572510
	Iteration 14Q: 3 clusters Score -993488.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -993556.875000 Penalty: 2917.572510
	Iteration 15Q: 3 clusters Score -993556.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -993627.562500 Penalty: 2917.572510
	Iteration 16Q: 3 clusters Score -993627.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -993703.437500 Penalty: 2917.572510
	Iteration 17Q: 3 clusters Score -993703.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -993752.312500 Penalty: 2917.572510
	Iteration 18Q: 3 clusters Score -993752.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -993790.437500 Penalty: 2917.572510
	Iteration 19Q: 3 clusters Score -993790.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -993830.500000 Penalty: 2917.572510
	Iteration 20F: 3 clusters Score -993830.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -993855.375000 Penalty: 2917.572510
	Iteration 21Q: 3 clusters Score -993855.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -993868.937500 Penalty: 2917.572510
	Iteration 22Q: 3 clusters Score -993868.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -993880.937500 Penalty: 2917.572510
	Iteration 23Q: 3 clusters Score -993880.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -993892.937500 Penalty: 2917.572510
	Iteration 24Q: 3 clusters Score -993892.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -993905.187500 Penalty: 2917.572510
	Iteration 25Q: 3 clusters Score -993905.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -993910.062500 Penalty: 2917.572510
	Iteration 26Q: 3 clusters Score -993910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -993916.250000 Penalty: 2917.572510
	Iteration 27Q: 3 clusters Score -993916.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -993922.437500 Penalty: 2917.572510
	Iteration 28Q: 3 clusters Score -993922.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -993929.375000 Penalty: 2917.572510
	Iteration 29Q: 3 clusters Score -993929.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -993929.937500 Penalty: 2917.572510
	Iteration 30Q: 3 clusters Score -993929.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -993933.937500 Penalty: 2917.572510
	Iteration 31Q: 3 clusters Score -993933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -993937.187500 Penalty: 2917.572510
	Iteration 32Q: 3 clusters Score -993937.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -993938.187500 Penalty: 2917.572510
	Iteration 33Q: 3 clusters Score -993938.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -993940.625000 Penalty: 2917.572510
	Iteration 34Q: 3 clusters Score -993940.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -993940.437500 Penalty: 2917.572510
	Iteration 35Q: 3 clusters Score -993940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -993941.562500 Penalty: 2917.572510
	Iteration 36Q: 3 clusters Score -993941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -993941.562500 Penalty: 2917.572510
	Iteration 37F: 3 clusters Score -993941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -11526.525391 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -11526.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10895.528320 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -10895.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -11031.328125 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -11031.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11156.064453 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -11156.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11234.953125 Penalty: 1678.555420
	Iteration 3F: 3 clusters Score -11234.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11244.264648 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -11244.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11250.392578 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -11250.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11262.511719 Penalty: 1678.555420
	Iteration 6Q: 3 clusters Score -11262.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11271.545898 Penalty: 1678.555420
	Iteration 7Q: 3 clusters Score -11271.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11276.081055 Penalty: 1678.555420
	Iteration 8Q: 3 clusters Score -11276.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11280.340820 Penalty: 1678.555420
	Iteration 9Q: 3 clusters Score -11280.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11280.340820 Penalty: 1678.555420
	Iteration 10F: 3 clusters Score -11280.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (108523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Entering Unmasked Estep 
Score: -14040044.000000 Penalty: 1884.141479
	Iteration 0F: 2 clusters Score -1.404004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -13971473.000000 Penalty: 3768.282959
	Iteration 0F: 3 clusters Score -1.397147e+07 nChanged 51804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -14001649.000000 Penalty: 3768.282959
	Iteration 1F: 3 clusters Score -1.400165e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -14002561.000000 Penalty: 3768.282959
	Iteration 2Q: 3 clusters Score -1.400256e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -14003603.000000 Penalty: 3768.282959
	Iteration 3Q: 3 clusters Score -1.40036e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -14004736.000000 Penalty: 3768.282959
	Iteration 4Q: 3 clusters Score -1.400474e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -14006106.000000 Penalty: 3768.282959
	Iteration 5Q: 3 clusters Score -1.400611e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -14007784.000000 Penalty: 3768.282959
	Iteration 6Q: 3 clusters Score -1.400778e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -14009893.000000 Penalty: 3768.282959
	Iteration 7Q: 3 clusters Score -1.400989e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -14012682.000000 Penalty: 3768.282959
	Iteration 8Q: 3 clusters Score -1.401268e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -14016552.000000 Penalty: 3768.282959
	Iteration 9F: 3 clusters Score -1.401655e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -14021922.000000 Penalty: 3768.282959
	Iteration 10F: 3 clusters Score -1.402192e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -14027214.000000 Penalty: 3768.282959
	Iteration 11F: 3 clusters Score -1.402721e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -14031073.000000 Penalty: 3768.282959
	Iteration 12F: 3 clusters Score -1.403107e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -14033522.000000 Penalty: 3768.282959
	Iteration 13Q: 3 clusters Score -1.403352e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -14035463.000000 Penalty: 3768.282959
	Iteration 14Q: 3 clusters Score -1.403546e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -14037285.000000 Penalty: 3768.282959
	Iteration 15Q: 3 clusters Score -1.403728e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 55161 members 
Entering Unmasked Estep 
Score: -14039257.000000 Penalty: 3768.282959
	Iteration 16Q: 3 clusters Score -1.403926e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -14040936.000000 Penalty: 3768.282959
	Iteration 17Q: 3 clusters Score -1.404094e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -14042153.000000 Penalty: 3768.282959
	Iteration 18Q: 3 clusters Score -1.404215e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -14042882.000000 Penalty: 3768.282959
	Iteration 19Q: 3 clusters Score -1.404288e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 50744 members 
Entering Unmasked Estep 
Score: -14043148.000000 Penalty: 3768.282959
	Iteration 20F: 3 clusters Score -1.404315e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -14043425.000000 Penalty: 3768.282959
	Iteration 21Q: 3 clusters Score -1.404342e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -14043523.000000 Penalty: 3768.282959
	Iteration 22Q: 3 clusters Score -1.404352e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -14043565.000000 Penalty: 3768.282959
	Iteration 23Q: 3 clusters Score -1.404356e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -14043671.000000 Penalty: 3768.282959
	Iteration 24Q: 3 clusters Score -1.404367e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -14043694.000000 Penalty: 3768.282959
	Iteration 25Q: 3 clusters Score -1.404369e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60921 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -14043734.000000 Penalty: 3768.282959
	Iteration 26Q: 3 clusters Score -1.404373e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -14043741.000000 Penalty: 3768.282959
	Iteration 27Q: 3 clusters Score -1.404374e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -14043741.000000 Penalty: 3768.282959
	Iteration 28Q: 3 clusters Score -1.404374e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -14043721.000000 Penalty: 3768.282959
	Iteration 29Q: 3 clusters Score -1.404372e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -14043713.000000 Penalty: 3768.282959
	Iteration 30Q: 3 clusters Score -1.404371e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62051 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -14043725.000000 Penalty: 3768.282959
	Iteration 31Q: 3 clusters Score -1.404372e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62232 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -14043713.000000 Penalty: 3768.282959
	Iteration 32Q: 3 clusters Score -1.404371e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -14043719.000000 Penalty: 3768.282959
	Iteration 33Q: 3 clusters Score -1.404372e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -14043718.000000 Penalty: 3768.282959
	Iteration 34Q: 3 clusters Score -1.404372e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -14043739.000000 Penalty: 3768.282959
	Iteration 35Q: 3 clusters Score -1.404374e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -14043726.000000 Penalty: 3768.282959
	Iteration 36Q: 3 clusters Score -1.404373e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62823 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -14043768.000000 Penalty: 3768.282959
	Iteration 37Q: 3 clusters Score -1.404377e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -14043766.000000 Penalty: 3768.282959
	Iteration 38Q: 3 clusters Score -1.404377e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -14043771.000000 Penalty: 3768.282959
	Iteration 39Q: 3 clusters Score -1.404377e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -14043766.000000 Penalty: 3768.282959
	Iteration 40F: 3 clusters Score -1.404377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -14043757.000000 Penalty: 3768.282959
	Iteration 41Q: 3 clusters Score -1.404376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -14043745.000000 Penalty: 3768.282959
	Iteration 42Q: 3 clusters Score -1.404374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -14043740.000000 Penalty: 3768.282959
	Iteration 43Q: 3 clusters Score -1.404374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -14043727.000000 Penalty: 3768.282959
	Iteration 44Q: 3 clusters Score -1.404373e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63165 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -14043709.000000 Penalty: 3768.282959
	Iteration 45Q: 3 clusters Score -1.404371e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63204 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -14043705.000000 Penalty: 3768.282959
	Iteration 46Q: 3 clusters Score -1.40437e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -14043707.000000 Penalty: 3768.282959
	Iteration 47Q: 3 clusters Score -1.404371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -14043722.000000 Penalty: 3768.282959
	Iteration 48Q: 3 clusters Score -1.404372e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -14043707.000000 Penalty: 3768.282959
	Iteration 49Q: 3 clusters Score -1.404371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -14043713.000000 Penalty: 3768.282959
	Iteration 50Q: 3 clusters Score -1.404371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -14043742.000000 Penalty: 3768.282959
	Iteration 51Q: 3 clusters Score -1.404374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -14043720.000000 Penalty: 3768.282959
	Iteration 52Q: 3 clusters Score -1.404372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -14043729.000000 Penalty: 3768.282959
	Iteration 53Q: 3 clusters Score -1.404373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -14043732.000000 Penalty: 3768.282959
	Iteration 54Q: 3 clusters Score -1.404373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -14043725.000000 Penalty: 3768.282959
	Iteration 55Q: 3 clusters Score -1.404372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -14043725.000000 Penalty: 3768.282959
	Iteration 56Q: 3 clusters Score -1.404372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63514 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -14043715.000000 Penalty: 3768.282959
	Iteration 57Q: 3 clusters Score -1.404372e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -14043718.000000 Penalty: 3768.282959
	Iteration 58Q: 3 clusters Score -1.404372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -14043717.000000 Penalty: 3768.282959
	Iteration 59Q: 3 clusters Score -1.404372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -14043703.000000 Penalty: 3768.282959
	Iteration 60F: 3 clusters Score -1.40437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -14043715.000000 Penalty: 3768.282959
	Iteration 61Q: 3 clusters Score -1.404372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -14043717.000000 Penalty: 3768.282959
	Iteration 62Q: 3 clusters Score -1.404372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -14043714.000000 Penalty: 3768.282959
	Iteration 63Q: 3 clusters Score -1.404371e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -14043699.000000 Penalty: 3768.282959
	Iteration 64Q: 3 clusters Score -1.40437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -14043708.000000 Penalty: 3768.282959
	Iteration 65Q: 3 clusters Score -1.404371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63661 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -14043709.000000 Penalty: 3768.282959
	Iteration 66Q: 3 clusters Score -1.404371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -14043703.000000 Penalty: 3768.282959
	Iteration 67Q: 3 clusters Score -1.40437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -14043709.000000 Penalty: 3768.282959
	Iteration 68Q: 3 clusters Score -1.404371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -14043709.000000 Penalty: 3768.282959
	Iteration 69Q: 3 clusters Score -1.404371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63700 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -14043715.000000 Penalty: 3768.282959
	Iteration 70Q: 3 clusters Score -1.404372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -14043706.000000 Penalty: 3768.282959
	Iteration 71Q: 3 clusters Score -1.404371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -14043702.000000 Penalty: 3768.282959
	Iteration 72Q: 3 clusters Score -1.40437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -14043693.000000 Penalty: 3768.282959
	Iteration 73Q: 3 clusters Score -1.404369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -14043700.000000 Penalty: 3768.282959
	Iteration 74Q: 3 clusters Score -1.40437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -14043699.000000 Penalty: 3768.282959
	Iteration 75Q: 3 clusters Score -1.40437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -14043693.000000 Penalty: 3768.282959
	Iteration 76Q: 3 clusters Score -1.404369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63842 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -14043705.000000 Penalty: 3768.282959
	Iteration 77Q: 3 clusters Score -1.40437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -14043683.000000 Penalty: 3768.282959
	Iteration 78Q: 3 clusters Score -1.404368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -14043693.000000 Penalty: 3768.282959
	Iteration 79Q: 3 clusters Score -1.404369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63867 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -14043684.000000 Penalty: 3768.282959
	Iteration 80F: 3 clusters Score -1.404368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63876 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -14043684.000000 Penalty: 3768.282959
	Iteration 81Q: 3 clusters Score -1.404368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -14043677.000000 Penalty: 3768.282959
	Iteration 82Q: 3 clusters Score -1.404368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63899 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -14043682.000000 Penalty: 3768.282959
	Iteration 83Q: 3 clusters Score -1.404368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -14043692.000000 Penalty: 3768.282959
	Iteration 84Q: 3 clusters Score -1.404369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -14043702.000000 Penalty: 3768.282959
	Iteration 85Q: 3 clusters Score -1.40437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -14043689.000000 Penalty: 3768.282959
	Iteration 86Q: 3 clusters Score -1.404369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -14043704.000000 Penalty: 3768.282959
	Iteration 87Q: 3 clusters Score -1.40437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -14043713.000000 Penalty: 3768.282959
	Iteration 88Q: 3 clusters Score -1.404371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -14043711.000000 Penalty: 3768.282959
	Iteration 89Q: 3 clusters Score -1.404371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -14043711.000000 Penalty: 3768.282959
	Iteration 90Q: 3 clusters Score -1.404371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -14043714.000000 Penalty: 3768.282959
	Iteration 91Q: 3 clusters Score -1.404371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -14043714.000000 Penalty: 3768.282959
	Iteration 92F: 3 clusters Score -1.404371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17379 members 
Mstep: Class 3 contains 43013 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 56321 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71615 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 7920 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 63942 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44328 members 
Mstep: Class 21 contains 36537 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 12683 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 44581 members 
Entering Unmasked Estep 
Score: -59784160.000000 Penalty: 61624.625000
Splitting cluster 16 changes total score from -59781172.000000 to -59784160.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -694206.375000 Penalty: 1403.125854
	Iteration 0F: 2 clusters Score -694206.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -689805.125000 Penalty: 2806.251709
	Iteration 0F: 3 clusters Score -689805.1 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -691074.937500 Penalty: 2806.251709
	Iteration 1F: 3 clusters Score -691074.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -691279.125000 Penalty: 2806.251709
	Iteration 2F: 3 clusters Score -691279.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -691461.750000 Penalty: 2806.251709
	Iteration 3F: 3 clusters Score -691461.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -691631.937500 Penalty: 2806.251709
	Iteration 4F: 3 clusters Score -691631.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -691788.812500 Penalty: 2806.251709
	Iteration 5Q: 3 clusters Score -691788.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -691955.062500 Penalty: 2806.251709
	Iteration 6Q: 3 clusters Score -691955.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -692113.875000 Penalty: 2806.251709
	Iteration 7Q: 3 clusters Score -692113.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -692269.312500 Penalty: 2806.251709
	Iteration 8Q: 3 clusters Score -692269.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -692399.812500 Penalty: 2806.251709
	Iteration 9Q: 3 clusters Score -692399.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -692512.250000 Penalty: 2806.251709
	Iteration 10Q: 3 clusters Score -692512.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -692625.750000 Penalty: 2806.251709
	Iteration 11Q: 3 clusters Score -692625.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -692714.562500 Penalty: 2806.251709
	Iteration 12Q: 3 clusters Score -692714.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -692776.375000 Penalty: 2806.251709
	Iteration 13Q: 3 clusters Score -692776.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -692820.812500 Penalty: 2806.251709
	Iteration 14Q: 3 clusters Score -692820.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -692857.062500 Penalty: 2806.251709
	Iteration 15Q: 3 clusters Score -692857.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -692878.937500 Penalty: 2806.251709
	Iteration 16Q: 3 clusters Score -692878.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -692902.875000 Penalty: 2806.251709
	Iteration 17Q: 3 clusters Score -692902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -692920.750000 Penalty: 2806.251709
	Iteration 18Q: 3 clusters Score -692920.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -692938.000000 Penalty: 2806.251709
	Iteration 19Q: 3 clusters Score -692938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -692944.937500 Penalty: 2806.251709
	Iteration 20F: 3 clusters Score -692944.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -692949.875000 Penalty: 2806.251709
	Iteration 21Q: 3 clusters Score -692949.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -692954.625000 Penalty: 2806.251709
	Iteration 22Q: 3 clusters Score -692954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -692960.437500 Penalty: 2806.251709
	Iteration 23Q: 3 clusters Score -692960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -692962.062500 Penalty: 2806.251709
	Iteration 24Q: 3 clusters Score -692962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -692965.125000 Penalty: 2806.251709
	Iteration 25Q: 3 clusters Score -692965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -692966.625000 Penalty: 2806.251709
	Iteration 26Q: 3 clusters Score -692966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -692970.062500 Penalty: 2806.251709
	Iteration 27Q: 3 clusters Score -692970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -692973.187500 Penalty: 2806.251709
	Iteration 28Q: 3 clusters Score -692973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -692976.375000 Penalty: 2806.251709
	Iteration 29Q: 3 clusters Score -692976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -692976.687500 Penalty: 2806.251709
	Iteration 30Q: 3 clusters Score -692976.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -692979.125000 Penalty: 2806.251709
	Iteration 31Q: 3 clusters Score -692979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -692982.062500 Penalty: 2806.251709
	Iteration 32Q: 3 clusters Score -692982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -692983.812500 Penalty: 2806.251709
	Iteration 33Q: 3 clusters Score -692983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -692988.375000 Penalty: 2806.251709
	Iteration 34Q: 3 clusters Score -692988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -692990.125000 Penalty: 2806.251709
	Iteration 35Q: 3 clusters Score -692990.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -692993.562500 Penalty: 2806.251709
	Iteration 36Q: 3 clusters Score -692993.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -692996.000000 Penalty: 2806.251709
	Iteration 37Q: 3 clusters Score -692996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -693002.687500 Penalty: 2806.251709
	Iteration 38Q: 3 clusters Score -693002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -693009.625000 Penalty: 2806.251709
	Iteration 39Q: 3 clusters Score -693009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -693014.312500 Penalty: 2806.251709
	Iteration 40F: 3 clusters Score -693014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -693014.375000 Penalty: 2806.251709
	Iteration 41Q: 3 clusters Score -693014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -693017.250000 Penalty: 2806.251709
	Iteration 42Q: 3 clusters Score -693017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -693017.250000 Penalty: 2806.251709
	Iteration 43F: 3 clusters Score -693017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -386877.687500 Penalty: 1304.464844
	Iteration 0F: 2 clusters Score -386877.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -384093.562500 Penalty: 2608.929688
	Iteration 0F: 3 clusters Score -384093.6 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -384772.218750 Penalty: 2608.929688
	Iteration 1F: 3 clusters Score -384772.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -384918.812500 Penalty: 2608.929688
	Iteration 2F: 3 clusters Score -384918.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -384999.843750 Penalty: 2608.929688
	Iteration 3F: 3 clusters Score -384999.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -385057.093750 Penalty: 2608.929688
	Iteration 4Q: 3 clusters Score -385057.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -385091.656250 Penalty: 2608.929688
	Iteration 5Q: 3 clusters Score -385091.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -385117.593750 Penalty: 2608.929688
	Iteration 6Q: 3 clusters Score -385117.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -385145.343750 Penalty: 2608.929688
	Iteration 7Q: 3 clusters Score -385145.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -385162.062500 Penalty: 2608.929688
	Iteration 8Q: 3 clusters Score -385162.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -385178.562500 Penalty: 2608.929688
	Iteration 9Q: 3 clusters Score -385178.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -385198.906250 Penalty: 2608.929688
	Iteration 10Q: 3 clusters Score -385198.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385217.718750 Penalty: 2608.929688
	Iteration 11Q: 3 clusters Score -385217.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -385232.000000 Penalty: 2608.929688
	Iteration 12Q: 3 clusters Score -385232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -385245.656250 Penalty: 2608.929688
	Iteration 13Q: 3 clusters Score -385245.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -385256.156250 Penalty: 2608.929688
	Iteration 14Q: 3 clusters Score -385256.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -385266.281250 Penalty: 2608.929688
	Iteration 15Q: 3 clusters Score -385266.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -385274.125000 Penalty: 2608.929688
	Iteration 16Q: 3 clusters Score -385274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -385279.156250 Penalty: 2608.929688
	Iteration 17Q: 3 clusters Score -385279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -385282.781250 Penalty: 2608.929688
	Iteration 18Q: 3 clusters Score -385282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -385289.187500 Penalty: 2608.929688
	Iteration 19Q: 3 clusters Score -385289.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -385291.781250 Penalty: 2608.929688
	Iteration 20F: 3 clusters Score -385291.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -385296.843750 Penalty: 2608.929688
	Iteration 21Q: 3 clusters Score -385296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -385301.625000 Penalty: 2608.929688
	Iteration 22Q: 3 clusters Score -385301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -385303.718750 Penalty: 2608.929688
	Iteration 23Q: 3 clusters Score -385303.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -385305.718750 Penalty: 2608.929688
	Iteration 24Q: 3 clusters Score -385305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -385306.156250 Penalty: 2608.929688
	Iteration 25Q: 3 clusters Score -385306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -385306.250000 Penalty: 2608.929688
	Iteration 26Q: 3 clusters Score -385306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -385306.250000 Penalty: 2608.929688
	Iteration 27F: 3 clusters Score -385306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -305891.562500 Penalty: 1276.903564
	Iteration 0F: 2 clusters Score -305891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -303448.843750 Penalty: 2553.807129
	Iteration 0F: 3 clusters Score -303448.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -304109.031250 Penalty: 2553.807129
	Iteration 1F: 3 clusters Score -304109 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -304385.125000 Penalty: 2553.807129
	Iteration 2F: 3 clusters Score -304385.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -304605.343750 Penalty: 2553.807129
	Iteration 3F: 3 clusters Score -304605.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -304770.750000 Penalty: 2553.807129
	Iteration 4F: 3 clusters Score -304770.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -304932.375000 Penalty: 2553.807129
	Iteration 5F: 3 clusters Score -304932.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -305035.750000 Penalty: 2553.807129
	Iteration 6Q: 3 clusters Score -305035.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -305135.687500 Penalty: 2553.807129
	Iteration 7Q: 3 clusters Score -305135.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -305195.406250 Penalty: 2553.807129
	Iteration 8Q: 3 clusters Score -305195.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -305239.250000 Penalty: 2553.807129
	Iteration 9Q: 3 clusters Score -305239.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -305266.562500 Penalty: 2553.807129
	Iteration 10Q: 3 clusters Score -305266.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -305282.000000 Penalty: 2553.807129
	Iteration 11Q: 3 clusters Score -305282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -305291.250000 Penalty: 2553.807129
	Iteration 12Q: 3 clusters Score -305291.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -305298.250000 Penalty: 2553.807129
	Iteration 13Q: 3 clusters Score -305298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -305304.156250 Penalty: 2553.807129
	Iteration 14Q: 3 clusters Score -305304.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -305306.843750 Penalty: 2553.807129
	Iteration 15Q: 3 clusters Score -305306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -305310.750000 Penalty: 2553.807129
	Iteration 16Q: 3 clusters Score -305310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -305314.656250 Penalty: 2553.807129
	Iteration 17Q: 3 clusters Score -305314.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -305318.000000 Penalty: 2553.807129
	Iteration 18Q: 3 clusters Score -305318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -305319.156250 Penalty: 2553.807129
	Iteration 19Q: 3 clusters Score -305319.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -305322.156250 Penalty: 2553.807129
	Iteration 20F: 3 clusters Score -305322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -305323.187500 Penalty: 2553.807129
	Iteration 21Q: 3 clusters Score -305323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -305323.187500 Penalty: 2553.807129
	Iteration 22F: 3 clusters Score -305323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Entering Unmasked Estep 
Score: -5733733.500000 Penalty: 1738.647827
	Iteration 0F: 2 clusters Score -5733734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5704111.500000 Penalty: 3477.295654
	Iteration 0F: 3 clusters Score -5704112 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5715699.500000 Penalty: 3477.295654
	Iteration 1F: 3 clusters Score -5715700 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5716110.000000 Penalty: 3477.295654
	Iteration 2Q: 3 clusters Score -5716110 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5716512.500000 Penalty: 3477.295654
	Iteration 3Q: 3 clusters Score -5716512 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5716996.000000 Penalty: 3477.295654
	Iteration 4Q: 3 clusters Score -5716996 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5717645.500000 Penalty: 3477.295654
	Iteration 5Q: 3 clusters Score -5717646 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -5718619.500000 Penalty: 3477.295654
	Iteration 6Q: 3 clusters Score -5718620 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -5720338.500000 Penalty: 3477.295654
	Iteration 7F: 3 clusters Score -5720338 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -5723016.500000 Penalty: 3477.295654
	Iteration 8F: 3 clusters Score -5723016 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5726316.500000 Penalty: 3477.295654
	Iteration 9F: 3 clusters Score -5726316 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -5729287.000000 Penalty: 3477.295654
	Iteration 10F: 3 clusters Score -5729287 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -5731035.500000 Penalty: 3477.295654
	Iteration 11Q: 3 clusters Score -5731036 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5731730.500000 Penalty: 3477.295654
	Iteration 12Q: 3 clusters Score -5731730 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -5731977.500000 Penalty: 3477.295654
	Iteration 13Q: 3 clusters Score -5731978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5732080.500000 Penalty: 3477.295654
	Iteration 14Q: 3 clusters Score -5732080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -5732106.500000 Penalty: 3477.295654
	Iteration 15Q: 3 clusters Score -5732106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5732136.000000 Penalty: 3477.295654
	Iteration 16Q: 3 clusters Score -5732136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -5732144.000000 Penalty: 3477.295654
	Iteration 17Q: 3 clusters Score -5732144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5732148.000000 Penalty: 3477.295654
	Iteration 18Q: 3 clusters Score -5732148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5732148.500000 Penalty: 3477.295654
	Iteration 19Q: 3 clusters Score -5732148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -5732157.000000 Penalty: 3477.295654
	Iteration 20F: 3 clusters Score -5732157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5732166.500000 Penalty: 3477.295654
	Iteration 21Q: 3 clusters Score -5732166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5732164.000000 Penalty: 3477.295654
	Iteration 22Q: 3 clusters Score -5732164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5732169.000000 Penalty: 3477.295654
	Iteration 23Q: 3 clusters Score -5732169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5732172.500000 Penalty: 3477.295654
	Iteration 24Q: 3 clusters Score -5732172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5732172.500000 Penalty: 3477.295654
	Iteration 25F: 3 clusters Score -5732172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (36537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Entering Unmasked Estep 
Score: -4613228.500000 Penalty: 1707.238159
	Iteration 0F: 2 clusters Score -4613228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4588728.000000 Penalty: 3414.476318
	Iteration 0F: 3 clusters Score -4588728 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4598591.000000 Penalty: 3414.476318
	Iteration 1F: 3 clusters Score -4598591 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4599342.000000 Penalty: 3414.476318
	Iteration 2Q: 3 clusters Score -4599342 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4600260.500000 Penalty: 3414.476318
	Iteration 3F: 3 clusters Score -4600260 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -4601298.500000 Penalty: 3414.476318
	Iteration 4F: 3 clusters Score -4601298 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4602353.500000 Penalty: 3414.476318
	Iteration 5F: 3 clusters Score -4602354 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -4603526.000000 Penalty: 3414.476318
	Iteration 6F: 3 clusters Score -4603526 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4604815.000000 Penalty: 3414.476318
	Iteration 7F: 3 clusters Score -4604815 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4606322.500000 Penalty: 3414.476318
	Iteration 8F: 3 clusters Score -4606322 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4607670.500000 Penalty: 3414.476318
	Iteration 9Q: 3 clusters Score -4607670 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4608514.000000 Penalty: 3414.476318
	Iteration 10Q: 3 clusters Score -4608514 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -4608993.000000 Penalty: 3414.476318
	Iteration 11Q: 3 clusters Score -4608993 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4609297.500000 Penalty: 3414.476318
	Iteration 12Q: 3 clusters Score -4609298 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -4609517.500000 Penalty: 3414.476318
	Iteration 13Q: 3 clusters Score -4609518 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -4609704.500000 Penalty: 3414.476318
	Iteration 14Q: 3 clusters Score -4609704 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -4609871.500000 Penalty: 3414.476318
	Iteration 15Q: 3 clusters Score -4609872 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -4610012.000000 Penalty: 3414.476318
	Iteration 16Q: 3 clusters Score -4610012 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -4610145.000000 Penalty: 3414.476318
	Iteration 17Q: 3 clusters Score -4610145 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4610246.000000 Penalty: 3414.476318
	Iteration 18Q: 3 clusters Score -4610246 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -4610344.000000 Penalty: 3414.476318
	Iteration 19Q: 3 clusters Score -4610344 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4610453.000000 Penalty: 3414.476318
	Iteration 20F: 3 clusters Score -4610453 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4610569.500000 Penalty: 3414.476318
	Iteration 21Q: 3 clusters Score -4610570 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -4610677.500000 Penalty: 3414.476318
	Iteration 22Q: 3 clusters Score -4610678 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4610763.500000 Penalty: 3414.476318
	Iteration 23Q: 3 clusters Score -4610764 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4610867.500000 Penalty: 3414.476318
	Iteration 24Q: 3 clusters Score -4610868 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4610970.000000 Penalty: 3414.476318
	Iteration 25Q: 3 clusters Score -4610970 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4611074.500000 Penalty: 3414.476318
	Iteration 26Q: 3 clusters Score -4611074 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4611146.000000 Penalty: 3414.476318
	Iteration 27Q: 3 clusters Score -4611146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -4611216.000000 Penalty: 3414.476318
	Iteration 28Q: 3 clusters Score -4611216 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -4611285.000000 Penalty: 3414.476318
	Iteration 29Q: 3 clusters Score -4611285 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4611354.500000 Penalty: 3414.476318
	Iteration 30Q: 3 clusters Score -4611354 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4611409.500000 Penalty: 3414.476318
	Iteration 31Q: 3 clusters Score -4611410 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4611462.000000 Penalty: 3414.476318
	Iteration 32Q: 3 clusters Score -4611462 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4611527.500000 Penalty: 3414.476318
	Iteration 33Q: 3 clusters Score -4611528 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -4611591.000000 Penalty: 3414.476318
	Iteration 34Q: 3 clusters Score -4611591 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4611641.000000 Penalty: 3414.476318
	Iteration 35Q: 3 clusters Score -4611641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4611695.500000 Penalty: 3414.476318
	Iteration 36Q: 3 clusters Score -4611696 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4611749.500000 Penalty: 3414.476318
	Iteration 37Q: 3 clusters Score -4611750 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4611810.500000 Penalty: 3414.476318
	Iteration 38Q: 3 clusters Score -4611810 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4611832.000000 Penalty: 3414.476318
	Iteration 39Q: 3 clusters Score -4611832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4611857.500000 Penalty: 3414.476318
	Iteration 40F: 3 clusters Score -4611858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4611885.000000 Penalty: 3414.476318
	Iteration 41Q: 3 clusters Score -4611885 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4611915.000000 Penalty: 3414.476318
	Iteration 42Q: 3 clusters Score -4611915 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -4611943.500000 Penalty: 3414.476318
	Iteration 43Q: 3 clusters Score -4611944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4611966.500000 Penalty: 3414.476318
	Iteration 44Q: 3 clusters Score -4611966 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4611968.000000 Penalty: 3414.476318
	Iteration 45Q: 3 clusters Score -4611968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4611977.500000 Penalty: 3414.476318
	Iteration 46Q: 3 clusters Score -4611978 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4611998.000000 Penalty: 3414.476318
	Iteration 47Q: 3 clusters Score -4611998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4612016.500000 Penalty: 3414.476318
	Iteration 48Q: 3 clusters Score -4612016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4612036.500000 Penalty: 3414.476318
	Iteration 49Q: 3 clusters Score -4612036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4612037.000000 Penalty: 3414.476318
	Iteration 50Q: 3 clusters Score -4612037 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4612045.000000 Penalty: 3414.476318
	Iteration 51Q: 3 clusters Score -4612045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4612052.000000 Penalty: 3414.476318
	Iteration 52Q: 3 clusters Score -4612052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4612051.500000 Penalty: 3414.476318
	Iteration 53Q: 3 clusters Score -4612052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4612062.000000 Penalty: 3414.476318
	Iteration 54Q: 3 clusters Score -4612062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4612066.500000 Penalty: 3414.476318
	Iteration 55Q: 3 clusters Score -4612066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4612075.000000 Penalty: 3414.476318
	Iteration 56Q: 3 clusters Score -4612075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4612080.000000 Penalty: 3414.476318
	Iteration 57Q: 3 clusters Score -4612080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4612082.000000 Penalty: 3414.476318
	Iteration 58Q: 3 clusters Score -4612082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4612080.500000 Penalty: 3414.476318
	Iteration 59Q: 3 clusters Score -4612080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4612081.500000 Penalty: 3414.476318
	Iteration 60F: 3 clusters Score -4612082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4612084.500000 Penalty: 3414.476318
	Iteration 61Q: 3 clusters Score -4612084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4612087.500000 Penalty: 3414.476318
	Iteration 62Q: 3 clusters Score -4612088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4612084.000000 Penalty: 3414.476318
	Iteration 63Q: 3 clusters Score -4612084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4612087.500000 Penalty: 3414.476318
	Iteration 64Q: 3 clusters Score -4612088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4612082.500000 Penalty: 3414.476318
	Iteration 65Q: 3 clusters Score -4612082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4612086.500000 Penalty: 3414.476318
	Iteration 66Q: 3 clusters Score -4612086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4612089.000000 Penalty: 3414.476318
	Iteration 67Q: 3 clusters Score -4612089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4612092.500000 Penalty: 3414.476318
	Iteration 68Q: 3 clusters Score -4612092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4612097.000000 Penalty: 3414.476318
	Iteration 69Q: 3 clusters Score -4612097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4612101.000000 Penalty: 3414.476318
	Iteration 70Q: 3 clusters Score -4612101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4612103.500000 Penalty: 3414.476318
	Iteration 71Q: 3 clusters Score -4612104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4612103.500000 Penalty: 3414.476318
	Iteration 72Q: 3 clusters Score -4612104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4612095.000000 Penalty: 3414.476318
	Iteration 73Q: 3 clusters Score -4612095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4612100.000000 Penalty: 3414.476318
	Iteration 74Q: 3 clusters Score -4612100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4612102.000000 Penalty: 3414.476318
	Iteration 75Q: 3 clusters Score -4612102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4612107.000000 Penalty: 3414.476318
	Iteration 76Q: 3 clusters Score -4612107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4612107.500000 Penalty: 3414.476318
	Iteration 77Q: 3 clusters Score -4612108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4612118.000000 Penalty: 3414.476318
	Iteration 78Q: 3 clusters Score -4612118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4612117.500000 Penalty: 3414.476318
	Iteration 79Q: 3 clusters Score -4612118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4612116.500000 Penalty: 3414.476318
	Iteration 80F: 3 clusters Score -4612116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4612121.500000 Penalty: 3414.476318
	Iteration 81Q: 3 clusters Score -4612122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4612118.000000 Penalty: 3414.476318
	Iteration 82Q: 3 clusters Score -4612118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4612117.500000 Penalty: 3414.476318
	Iteration 83Q: 3 clusters Score -4612118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4612119.000000 Penalty: 3414.476318
	Iteration 84Q: 3 clusters Score -4612119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4612119.500000 Penalty: 3414.476318
	Iteration 85Q: 3 clusters Score -4612120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4612121.000000 Penalty: 3414.476318
	Iteration 86Q: 3 clusters Score -4612121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4612123.500000 Penalty: 3414.476318
	Iteration 87Q: 3 clusters Score -4612124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4612123.500000 Penalty: 3414.476318
	Iteration 88Q: 3 clusters Score -4612124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4612124.500000 Penalty: 3414.476318
	Iteration 89Q: 3 clusters Score -4612124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4612121.500000 Penalty: 3414.476318
	Iteration 90Q: 3 clusters Score -4612122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4612117.500000 Penalty: 3414.476318
	Iteration 91Q: 3 clusters Score -4612118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4612117.500000 Penalty: 3414.476318
	Iteration 92F: 3 clusters Score -4612118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -389593.843750 Penalty: 1315.386108
	Iteration 0F: 2 clusters Score -389593.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -386771.062500 Penalty: 2630.772217
	Iteration 0F: 3 clusters Score -386771.1 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -387542.031250 Penalty: 2630.772217
	Iteration 1F: 3 clusters Score -387542 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -387684.218750 Penalty: 2630.772217
	Iteration 2F: 3 clusters Score -387684.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -387778.218750 Penalty: 2630.772217
	Iteration 3Q: 3 clusters Score -387778.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -387844.500000 Penalty: 2630.772217
	Iteration 4Q: 3 clusters Score -387844.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -387897.250000 Penalty: 2630.772217
	Iteration 5Q: 3 clusters Score -387897.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -387960.406250 Penalty: 2630.772217
	Iteration 6Q: 3 clusters Score -387960.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -388013.750000 Penalty: 2630.772217
	Iteration 7Q: 3 clusters Score -388013.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -388063.812500 Penalty: 2630.772217
	Iteration 8Q: 3 clusters Score -388063.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -388137.781250 Penalty: 2630.772217
	Iteration 9Q: 3 clusters Score -388137.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -388216.218750 Penalty: 2630.772217
	Iteration 10Q: 3 clusters Score -388216.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -388299.375000 Penalty: 2630.772217
	Iteration 11Q: 3 clusters Score -388299.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -388381.375000 Penalty: 2630.772217
	Iteration 12Q: 3 clusters Score -388381.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -388445.937500 Penalty: 2630.772217
	Iteration 13Q: 3 clusters Score -388445.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -388497.937500 Penalty: 2630.772217
	Iteration 14Q: 3 clusters Score -388497.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -388533.781250 Penalty: 2630.772217
	Iteration 15Q: 3 clusters Score -388533.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -388566.843750 Penalty: 2630.772217
	Iteration 16Q: 3 clusters Score -388566.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -388599.937500 Penalty: 2630.772217
	Iteration 17Q: 3 clusters Score -388599.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -388625.531250 Penalty: 2630.772217
	Iteration 18Q: 3 clusters Score -388625.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -388648.093750 Penalty: 2630.772217
	Iteration 19Q: 3 clusters Score -388648.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -388668.343750 Penalty: 2630.772217
	Iteration 20F: 3 clusters Score -388668.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -388681.000000 Penalty: 2630.772217
	Iteration 21Q: 3 clusters Score -388681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -388691.187500 Penalty: 2630.772217
	Iteration 22Q: 3 clusters Score -388691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -388701.343750 Penalty: 2630.772217
	Iteration 23Q: 3 clusters Score -388701.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -388715.031250 Penalty: 2630.772217
	Iteration 24Q: 3 clusters Score -388715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -388722.812500 Penalty: 2630.772217
	Iteration 25Q: 3 clusters Score -388722.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -388732.218750 Penalty: 2630.772217
	Iteration 26Q: 3 clusters Score -388732.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -388740.781250 Penalty: 2630.772217
	Iteration 27Q: 3 clusters Score -388740.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -388750.687500 Penalty: 2630.772217
	Iteration 28Q: 3 clusters Score -388750.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -388761.375000 Penalty: 2630.772217
	Iteration 29Q: 3 clusters Score -388761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -388769.781250 Penalty: 2630.772217
	Iteration 30Q: 3 clusters Score -388769.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -388784.125000 Penalty: 2630.772217
	Iteration 31Q: 3 clusters Score -388784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -388795.125000 Penalty: 2630.772217
	Iteration 32Q: 3 clusters Score -388795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -388801.656250 Penalty: 2630.772217
	Iteration 33Q: 3 clusters Score -388801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -388805.937500 Penalty: 2630.772217
	Iteration 34Q: 3 clusters Score -388805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -388807.031250 Penalty: 2630.772217
	Iteration 35Q: 3 clusters Score -388807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -388810.125000 Penalty: 2630.772217
	Iteration 36Q: 3 clusters Score -388810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -388811.156250 Penalty: 2630.772217
	Iteration 37Q: 3 clusters Score -388811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -388811.656250 Penalty: 2630.772217
	Iteration 38Q: 3 clusters Score -388811.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -388811.656250 Penalty: 2630.772217
	Iteration 39F: 3 clusters Score -388811.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -136690.296875 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -136690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -135182.656250 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -135182.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135448.265625 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -135448.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135540.234375 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -135540.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135601.328125 Penalty: 2276.586670
	Iteration 3F: 3 clusters Score -135601.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135628.906250 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -135628.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -135664.875000 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -135664.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -135696.875000 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -135696.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -135714.296875 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -135714.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -135729.093750 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -135729.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135743.453125 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -135743.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135756.640625 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -135756.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135774.109375 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -135774.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -135786.421875 Penalty: 2276.586670
	Iteration 12Q: 3 clusters Score -135786.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -135795.453125 Penalty: 2276.586670
	Iteration 13Q: 3 clusters Score -135795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135806.578125 Penalty: 2276.586670
	Iteration 14Q: 3 clusters Score -135806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135820.828125 Penalty: 2276.586670
	Iteration 15Q: 3 clusters Score -135820.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -135830.578125 Penalty: 2276.586670
	Iteration 16Q: 3 clusters Score -135830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -135834.281250 Penalty: 2276.586670
	Iteration 17Q: 3 clusters Score -135834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135838.734375 Penalty: 2276.586670
	Iteration 18Q: 3 clusters Score -135838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135839.656250 Penalty: 2276.586670
	Iteration 19Q: 3 clusters Score -135839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135839.984375 Penalty: 2276.586670
	Iteration 20F: 3 clusters Score -135840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135842.984375 Penalty: 2276.586670
	Iteration 21Q: 3 clusters Score -135843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -135846.015625 Penalty: 2276.586670
	Iteration 22Q: 3 clusters Score -135846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135846.468750 Penalty: 2276.586670
	Iteration 23Q: 3 clusters Score -135846.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -135846.468750 Penalty: 2276.586670
	Iteration 24F: 3 clusters Score -135846.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -24298.648438 Penalty: 887.182678
	Iteration 0F: 2 clusters Score -24298.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23499.957031 Penalty: 1774.365356
	Iteration 0F: 3 clusters Score -23499.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23621.976562 Penalty: 1774.365356
	Iteration 1F: 3 clusters Score -23621.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23642.398438 Penalty: 1774.365356
	Iteration 2F: 3 clusters Score -23642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23676.230469 Penalty: 1774.365356
	Iteration 3Q: 3 clusters Score -23676.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23688.369141 Penalty: 1774.365356
	Iteration 4Q: 3 clusters Score -23688.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23704.042969 Penalty: 1774.365356
	Iteration 5Q: 3 clusters Score -23704.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23707.714844 Penalty: 1774.365356
	Iteration 6Q: 3 clusters Score -23707.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23717.410156 Penalty: 1774.365356
	Iteration 7Q: 3 clusters Score -23717.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23724.835938 Penalty: 1774.365356
	Iteration 8Q: 3 clusters Score -23724.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -23724.835938 Penalty: 1774.365356
	Iteration 9F: 3 clusters Score -23724.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -14061.935547 Penalty: 855.187134
	Iteration 0F: 2 clusters Score -14061.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13547.617188 Penalty: 1710.374268
	Iteration 0F: 3 clusters Score -13547.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13654.211914 Penalty: 1710.374268
	Iteration 1F: 3 clusters Score -13654.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13687.062500 Penalty: 1710.374268
	Iteration 2Q: 3 clusters Score -13687.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13711.675781 Penalty: 1710.374268
	Iteration 3Q: 3 clusters Score -13711.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13716.181641 Penalty: 1710.374268
	Iteration 4F: 3 clusters Score -13716.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13727.953125 Penalty: 1710.374268
	Iteration 5Q: 3 clusters Score -13727.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13732.372070 Penalty: 1710.374268
	Iteration 6Q: 3 clusters Score -13732.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13733.911133 Penalty: 1710.374268
	Iteration 7Q: 3 clusters Score -13733.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13733.911133 Penalty: 1710.374268
	Iteration 8F: 3 clusters Score -13733.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -865400.625000 Penalty: 1436.382446
	Iteration 0F: 2 clusters Score -865400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -860163.750000 Penalty: 2872.764893
	Iteration 0F: 3 clusters Score -860163.8 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -861813.562500 Penalty: 2872.764893
	Iteration 1F: 3 clusters Score -861813.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -862140.562500 Penalty: 2872.764893
	Iteration 2F: 3 clusters Score -862140.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -862420.812500 Penalty: 2872.764893
	Iteration 3F: 3 clusters Score -862420.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -862717.750000 Penalty: 2872.764893
	Iteration 4F: 3 clusters Score -862717.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -863048.500000 Penalty: 2872.764893
	Iteration 5F: 3 clusters Score -863048.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -863413.250000 Penalty: 2872.764893
	Iteration 6F: 3 clusters Score -863413.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -863719.937500 Penalty: 2872.764893
	Iteration 7Q: 3 clusters Score -863719.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -863988.875000 Penalty: 2872.764893
	Iteration 8Q: 3 clusters Score -863988.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -864162.437500 Penalty: 2872.764893
	Iteration 9Q: 3 clusters Score -864162.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -864259.125000 Penalty: 2872.764893
	Iteration 10Q: 3 clusters Score -864259.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -864325.937500 Penalty: 2872.764893
	Iteration 11Q: 3 clusters Score -864325.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -864366.375000 Penalty: 2872.764893
	Iteration 12Q: 3 clusters Score -864366.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -864407.500000 Penalty: 2872.764893
	Iteration 13Q: 3 clusters Score -864407.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -864438.937500 Penalty: 2872.764893
	Iteration 14Q: 3 clusters Score -864438.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -864468.312500 Penalty: 2872.764893
	Iteration 15Q: 3 clusters Score -864468.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -864491.687500 Penalty: 2872.764893
	Iteration 16Q: 3 clusters Score -864491.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -864517.187500 Penalty: 2872.764893
	Iteration 17Q: 3 clusters Score -864517.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -864542.937500 Penalty: 2872.764893
	Iteration 18Q: 3 clusters Score -864542.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -864570.375000 Penalty: 2872.764893
	Iteration 19Q: 3 clusters Score -864570.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -864599.937500 Penalty: 2872.764893
	Iteration 20F: 3 clusters Score -864599.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -864618.375000 Penalty: 2872.764893
	Iteration 21Q: 3 clusters Score -864618.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -864636.875000 Penalty: 2872.764893
	Iteration 22Q: 3 clusters Score -864636.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -864649.250000 Penalty: 2872.764893
	Iteration 23Q: 3 clusters Score -864649.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -864664.812500 Penalty: 2872.764893
	Iteration 24Q: 3 clusters Score -864664.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -864680.812500 Penalty: 2872.764893
	Iteration 25Q: 3 clusters Score -864680.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -864685.750000 Penalty: 2872.764893
	Iteration 26Q: 3 clusters Score -864685.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -864689.250000 Penalty: 2872.764893
	Iteration 27Q: 3 clusters Score -864689.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -864695.250000 Penalty: 2872.764893
	Iteration 28Q: 3 clusters Score -864695.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -864698.375000 Penalty: 2872.764893
	Iteration 29Q: 3 clusters Score -864698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -864705.312500 Penalty: 2872.764893
	Iteration 30Q: 3 clusters Score -864705.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -864712.125000 Penalty: 2872.764893
	Iteration 31Q: 3 clusters Score -864712.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -864724.000000 Penalty: 2872.764893
	Iteration 32Q: 3 clusters Score -864724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -864733.750000 Penalty: 2872.764893
	Iteration 33Q: 3 clusters Score -864733.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -864755.625000 Penalty: 2872.764893
	Iteration 34Q: 3 clusters Score -864755.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -864782.375000 Penalty: 2872.764893
	Iteration 35Q: 3 clusters Score -864782.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -864816.875000 Penalty: 2872.764893
	Iteration 36Q: 3 clusters Score -864816.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -864848.500000 Penalty: 2872.764893
	Iteration 37Q: 3 clusters Score -864848.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -864891.937500 Penalty: 2872.764893
	Iteration 38Q: 3 clusters Score -864891.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -864932.812500 Penalty: 2872.764893
	Iteration 39Q: 3 clusters Score -864932.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -864994.562500 Penalty: 2872.764893
	Iteration 40F: 3 clusters Score -864994.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -865055.125000 Penalty: 2872.764893
	Iteration 41Q: 3 clusters Score -865055.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -865091.250000 Penalty: 2872.764893
	Iteration 42Q: 3 clusters Score -865091.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -865111.812500 Penalty: 2872.764893
	Iteration 43Q: 3 clusters Score -865111.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -865129.562500 Penalty: 2872.764893
	Iteration 44Q: 3 clusters Score -865129.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -865140.812500 Penalty: 2872.764893
	Iteration 45Q: 3 clusters Score -865140.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -865147.125000 Penalty: 2872.764893
	Iteration 46Q: 3 clusters Score -865147.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -865153.750000 Penalty: 2872.764893
	Iteration 47Q: 3 clusters Score -865153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -865157.187500 Penalty: 2872.764893
	Iteration 48Q: 3 clusters Score -865157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -865159.187500 Penalty: 2872.764893
	Iteration 49Q: 3 clusters Score -865159.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -865163.000000 Penalty: 2872.764893
	Iteration 50Q: 3 clusters Score -865163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -865164.437500 Penalty: 2872.764893
	Iteration 51Q: 3 clusters Score -865164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -865164.250000 Penalty: 2872.764893
	Iteration 52Q: 3 clusters Score -865164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -865165.312500 Penalty: 2872.764893
	Iteration 53Q: 3 clusters Score -865165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -865165.000000 Penalty: 2872.764893
	Iteration 54Q: 3 clusters Score -865165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -865164.062500 Penalty: 2872.764893
	Iteration 55Q: 3 clusters Score -865164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865165.187500 Penalty: 2872.764893
	Iteration 56Q: 3 clusters Score -865165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -865165.187500 Penalty: 2872.764893
	Iteration 57F: 3 clusters Score -865165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Entering Unmasked Estep 
Score: -1598286.500000 Penalty: 1535.302979
	Iteration 0F: 2 clusters Score -1598286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1589441.625000 Penalty: 3070.605957
	Iteration 0F: 3 clusters Score -1589442 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1592574.000000 Penalty: 3070.605957
	Iteration 1F: 3 clusters Score -1592574 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1592991.125000 Penalty: 3070.605957
	Iteration 2F: 3 clusters Score -1592991 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1593425.875000 Penalty: 3070.605957
	Iteration 3F: 3 clusters Score -1593426 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1593863.125000 Penalty: 3070.605957
	Iteration 4F: 3 clusters Score -1593863 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1594351.000000 Penalty: 3070.605957
	Iteration 5F: 3 clusters Score -1594351 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1594814.875000 Penalty: 3070.605957
	Iteration 6F: 3 clusters Score -1594815 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1595296.500000 Penalty: 3070.605957
	Iteration 7F: 3 clusters Score -1595296 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1595748.000000 Penalty: 3070.605957
	Iteration 8F: 3 clusters Score -1595748 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1596199.000000 Penalty: 3070.605957
	Iteration 9Q: 3 clusters Score -1596199 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1596612.500000 Penalty: 3070.605957
	Iteration 10Q: 3 clusters Score -1596612 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1596944.875000 Penalty: 3070.605957
	Iteration 11Q: 3 clusters Score -1596945 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1597202.875000 Penalty: 3070.605957
	Iteration 12Q: 3 clusters Score -1597203 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1597380.500000 Penalty: 3070.605957
	Iteration 13Q: 3 clusters Score -1597380 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1597480.125000 Penalty: 3070.605957
	Iteration 14Q: 3 clusters Score -1597480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1597527.375000 Penalty: 3070.605957
	Iteration 15Q: 3 clusters Score -1597527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1597569.125000 Penalty: 3070.605957
	Iteration 16Q: 3 clusters Score -1597569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1597593.500000 Penalty: 3070.605957
	Iteration 17Q: 3 clusters Score -1597594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1597609.875000 Penalty: 3070.605957
	Iteration 18Q: 3 clusters Score -1597610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1597623.875000 Penalty: 3070.605957
	Iteration 19Q: 3 clusters Score -1597624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1597634.000000 Penalty: 3070.605957
	Iteration 20F: 3 clusters Score -1597634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1597641.125000 Penalty: 3070.605957
	Iteration 21Q: 3 clusters Score -1597641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1597642.000000 Penalty: 3070.605957
	Iteration 22Q: 3 clusters Score -1597642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1597645.250000 Penalty: 3070.605957
	Iteration 23Q: 3 clusters Score -1597645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1597645.250000 Penalty: 3070.605957
	Iteration 24Q: 3 clusters Score -1597645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1597651.000000 Penalty: 3070.605957
	Iteration 25Q: 3 clusters Score -1597651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1597655.875000 Penalty: 3070.605957
	Iteration 26Q: 3 clusters Score -1597656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1597654.750000 Penalty: 3070.605957
	Iteration 27Q: 3 clusters Score -1597655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1597654.750000 Penalty: 3070.605957
	Iteration 28Q: 3 clusters Score -1597655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1597654.000000 Penalty: 3070.605957
	Iteration 29Q: 3 clusters Score -1597654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1597656.500000 Penalty: 3070.605957
	Iteration 30Q: 3 clusters Score -1597656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1597656.250000 Penalty: 3070.605957
	Iteration 31Q: 3 clusters Score -1597656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1597655.000000 Penalty: 3070.605957
	Iteration 32Q: 3 clusters Score -1597655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1597659.000000 Penalty: 3070.605957
	Iteration 33Q: 3 clusters Score -1597659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1597659.125000 Penalty: 3070.605957
	Iteration 34Q: 3 clusters Score -1597659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1597659.125000 Penalty: 3070.605957
	Iteration 35F: 3 clusters Score -1597659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -22561.953125 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -22561.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21830.583984 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -21830.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21897.832031 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -21897.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21915.804688 Penalty: 1751.448364
	Iteration 2Q: 3 clusters Score -21915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21922.412109 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -21922.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21938.355469 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -21938.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21942.371094 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -21942.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21943.298828 Penalty: 1751.448364
	Iteration 6Q: 3 clusters Score -21943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21943.298828 Penalty: 1751.448364
	Iteration 7F: 3 clusters Score -21943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17379 members 
Mstep: Class 3 contains 43013 members 
Mstep: Class 4 contains 6321 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 56321 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 71615 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 21700 members 
Mstep: Class 14 contains 7920 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 63942 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 3064 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44328 members 
Mstep: Class 21 contains 36537 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 12683 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59787472.000000 Penalty: 61624.625000
Iteration 119Q: 30 clusters Score -5.978747e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17527 members 
Mstep: Class 3 contains 43017 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 57097 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16152 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 72368 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 22198 members 
Mstep: Class 14 contains 7928 members 
Mstep: Class 15 contains 175 members 
Mstep: Class 16 contains 63191 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44629 members 
Mstep: Class 21 contains 36688 members 
Mstep: Class 22 contains 3277 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 235 members 
Mstep: Class 25 contains 193 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 12689 members 
Mstep: Class 28 contains 219 members 
Mstep: Class 29 contains 42443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790388.000000 Penalty: 61624.625000
Iteration 120F: 30 clusters Score -5.979039e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17593 members 
Mstep: Class 3 contains 42984 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 5992 members 
Mstep: Class 6 contains 2153 members 
Mstep: Class 7 contains 57202 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16220 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 72676 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 22153 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 62487 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44680 members 
Mstep: Class 21 contains 35779 members 
Mstep: Class 22 contains 3290 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 241 members 
Mstep: Class 25 contains 188 members 
Mstep: Class 26 contains 6907 members 
Mstep: Class 27 contains 12676 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 43584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791912.000000 Penalty: 61624.625000
Iteration 121Q: 30 clusters Score -5.979191e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17641 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6303 members 
Mstep: Class 5 contains 6006 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 57188 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16291 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 73131 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 22069 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 61961 members 
Mstep: Class 17 contains 5585 members 
Mstep: Class 18 contains 3116 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 35161 members 
Mstep: Class 22 contains 3303 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 243 members 
Mstep: Class 25 contains 184 members 
Mstep: Class 26 contains 6909 members 
Mstep: Class 27 contains 12646 members 
Mstep: Class 28 contains 222 members 
Mstep: Class 29 contains 44253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792640.000000 Penalty: 61624.625000
Iteration 122Q: 30 clusters Score -5.979264e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17707 members 
Mstep: Class 3 contains 42945 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 57087 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 16354 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 73655 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21952 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 171 members 
Mstep: Class 16 contains 61503 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44775 members 
Mstep: Class 21 contains 34652 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 6916 members 
Mstep: Class 27 contains 12618 members 
Mstep: Class 28 contains 226 members 
Mstep: Class 29 contains 44804 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 30 clusters Score -5.979322e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17762 members 
Mstep: Class 3 contains 42922 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 2169 members 
Mstep: Class 7 contains 56960 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 16433 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 74121 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21833 members 
Mstep: Class 14 contains 7951 members 
Mstep: Class 15 contains 169 members 
Mstep: Class 16 contains 61142 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 3137 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44800 members 
Mstep: Class 21 contains 34183 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 6920 members 
Mstep: Class 27 contains 12592 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 45307 members 
Entering Unmasked Estep 
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Iteration 124Q: 30 clusters Score -5.979355e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17795 members 
Mstep: Class 3 contains 42893 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 56830 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 16526 members 
Mstep: Class 10 contains 659 members 
Mstep: Class 11 contains 74509 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21769 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 168 members 
Mstep: Class 16 contains 60822 members 
Mstep: Class 17 contains 5511 members 
Mstep: Class 18 contains 3150 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44834 members 
Mstep: Class 21 contains 33786 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 1102 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 6926 members 
Mstep: Class 27 contains 12566 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 45734 members 
Entering Unmasked Estep 
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Iteration 125Q: 30 clusters Score -5.979382e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17810 members 
Mstep: Class 3 contains 42864 members 
Mstep: Class 4 contains 6150 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 56618 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 16627 members 
Mstep: Class 10 contains 660 members 
Mstep: Class 11 contains 74930 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21704 members 
Mstep: Class 14 contains 7954 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 60520 members 
Mstep: Class 17 contains 5469 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44863 members 
Mstep: Class 21 contains 33470 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 181 members 
Mstep: Class 26 contains 6925 members 
Mstep: Class 27 contains 12554 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 46145 members 
Entering Unmasked Estep 
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Iteration 126Q: 30 clusters Score -5.979424e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17819 members 
Mstep: Class 3 contains 42835 members 
Mstep: Class 4 contains 6133 members 
Mstep: Class 5 contains 6119 members 
Mstep: Class 6 contains 2186 members 
Mstep: Class 7 contains 56411 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 16730 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 75322 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 21629 members 
Mstep: Class 14 contains 7955 members 
Mstep: Class 15 contains 165 members 
Mstep: Class 16 contains 60265 members 
Mstep: Class 17 contains 5419 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44879 members 
Mstep: Class 21 contains 33178 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6925 members 
Mstep: Class 27 contains 12541 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 46531 members 
Entering Unmasked Estep 
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Iteration 127Q: 30 clusters Score -5.979422e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17832 members 
Mstep: Class 3 contains 42799 members 
Mstep: Class 4 contains 6110 members 
Mstep: Class 5 contains 6151 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 56205 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 16841 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 75669 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 21582 members 
Mstep: Class 14 contains 7964 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 16 contains 60046 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 2579 members 
Mstep: Class 20 contains 44876 members 
Mstep: Class 21 contains 32934 members 
Mstep: Class 22 contains 3326 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6922 members 
Mstep: Class 27 contains 12528 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 46845 members 
Entering Unmasked Estep 
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Iteration 128Q: 30 clusters Score -5.979439e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17831 members 
Mstep: Class 3 contains 42786 members 
Mstep: Class 4 contains 6097 members 
Mstep: Class 5 contains 6183 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 56021 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 16944 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 75991 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 21525 members 
Mstep: Class 14 contains 7965 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59876 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44849 members 
Mstep: Class 21 contains 32700 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6916 members 
Mstep: Class 27 contains 12521 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47122 members 
Entering Unmasked Estep 
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Iteration 129Q: 30 clusters Score -5.979434e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17818 members 
Mstep: Class 3 contains 42777 members 
Mstep: Class 4 contains 6076 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 55852 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17048 members 
Mstep: Class 10 contains 662 members 
Mstep: Class 11 contains 76293 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 21492 members 
Mstep: Class 14 contains 7971 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59736 members 
Mstep: Class 17 contains 5278 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44835 members 
Mstep: Class 21 contains 32492 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6919 members 
Mstep: Class 27 contains 12514 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47336 members 
Entering Unmasked Estep 
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Iteration 130Q: 30 clusters Score -5.979457e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17815 members 
Mstep: Class 3 contains 42766 members 
Mstep: Class 4 contains 6053 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 2224 members 
Mstep: Class 7 contains 55688 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17169 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 76548 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 21461 members 
Mstep: Class 14 contains 7972 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59625 members 
Mstep: Class 17 contains 5216 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44840 members 
Mstep: Class 21 contains 32317 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6914 members 
Mstep: Class 27 contains 12504 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47501 members 
Entering Unmasked Estep 
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Iteration 131Q: 30 clusters Score -5.97945e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17801 members 
Mstep: Class 3 contains 42756 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 55542 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17300 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 76802 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 21428 members 
Mstep: Class 14 contains 7974 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59531 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 3187 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44834 members 
Mstep: Class 21 contains 32154 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6915 members 
Mstep: Class 27 contains 12484 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47636 members 
Entering Unmasked Estep 
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Iteration 132Q: 30 clusters Score -5.979452e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17786 members 
Mstep: Class 3 contains 42727 members 
Mstep: Class 4 contains 6022 members 
Mstep: Class 5 contains 6307 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 55410 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17445 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77043 members 
Mstep: Class 12 contains 2435 members 
Mstep: Class 13 contains 21403 members 
Mstep: Class 14 contains 7972 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59446 members 
Mstep: Class 17 contains 5077 members 
Mstep: Class 18 contains 3195 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 44831 members 
Mstep: Class 21 contains 32046 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6912 members 
Mstep: Class 27 contains 12468 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47715 members 
Entering Unmasked Estep 
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Iteration 133Q: 30 clusters Score -5.979468e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17774 members 
Mstep: Class 3 contains 42712 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 6330 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 7 contains 55293 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17596 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77244 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 21377 members 
Mstep: Class 14 contains 7972 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59383 members 
Mstep: Class 17 contains 5005 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44819 members 
Mstep: Class 21 contains 31953 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6915 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47786 members 
Entering Unmasked Estep 
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Iteration 134Q: 30 clusters Score -5.979462e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17771 members 
Mstep: Class 3 contains 42691 members 
Mstep: Class 4 contains 5994 members 
Mstep: Class 5 contains 6343 members 
Mstep: Class 6 contains 2244 members 
Mstep: Class 7 contains 55199 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17748 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77411 members 
Mstep: Class 12 contains 2431 members 
Mstep: Class 13 contains 21354 members 
Mstep: Class 14 contains 7970 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59327 members 
Mstep: Class 17 contains 4935 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 44817 members 
Mstep: Class 21 contains 31850 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6922 members 
Mstep: Class 27 contains 12422 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47838 members 
Entering Unmasked Estep 
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Iteration 135Q: 30 clusters Score -5.979469e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17768 members 
Mstep: Class 3 contains 42680 members 
Mstep: Class 4 contains 5982 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 2247 members 
Mstep: Class 7 contains 55110 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 17903 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77578 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21343 members 
Mstep: Class 14 contains 7968 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59276 members 
Mstep: Class 17 contains 4863 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44801 members 
Mstep: Class 21 contains 31750 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6919 members 
Mstep: Class 27 contains 12403 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47878 members 
Entering Unmasked Estep 
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Iteration 136Q: 30 clusters Score -5.979482e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17764 members 
Mstep: Class 3 contains 42659 members 
Mstep: Class 4 contains 5973 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 55030 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18060 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77721 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21331 members 
Mstep: Class 14 contains 7960 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59236 members 
Mstep: Class 17 contains 4780 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44791 members 
Mstep: Class 21 contains 31649 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 12379 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47937 members 
Entering Unmasked Estep 
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Iteration 137Q: 30 clusters Score -5.979488e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17761 members 
Mstep: Class 3 contains 42630 members 
Mstep: Class 4 contains 5959 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 7 contains 54960 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18212 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77843 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 7957 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59194 members 
Mstep: Class 17 contains 4711 members 
Mstep: Class 18 contains 3245 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44784 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 12366 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 47979 members 
Entering Unmasked Estep 
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Iteration 138Q: 30 clusters Score -5.979492e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17761 members 
Mstep: Class 3 contains 42597 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 54877 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18351 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 77943 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21303 members 
Mstep: Class 14 contains 7952 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59152 members 
Mstep: Class 17 contains 4652 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44789 members 
Mstep: Class 21 contains 31491 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6918 members 
Mstep: Class 27 contains 12350 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 48051 members 
Entering Unmasked Estep 
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Iteration 139Q: 30 clusters Score -5.979495e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17761 members 
Mstep: Class 3 contains 42577 members 
Mstep: Class 4 contains 5943 members 
Mstep: Class 5 contains 6407 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 54801 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18471 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 78040 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21288 members 
Mstep: Class 14 contains 7951 members 
Mstep: Class 15 contains 167 members 
Mstep: Class 16 contains 59107 members 
Mstep: Class 17 contains 4605 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44787 members 
Mstep: Class 21 contains 31399 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 182 members 
Mstep: Class 26 contains 6914 members 
Mstep: Class 27 contains 12339 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 48133 members 
Entering Unmasked Estep 
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Iteration 140F: 30 clusters Score -5.979501e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17760 members 
Mstep: Class 3 contains 42564 members 
Mstep: Class 4 contains 5932 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 54729 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 78140 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21275 members 
Mstep: Class 14 contains 7947 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 16 contains 59067 members 
Mstep: Class 17 contains 4547 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44795 members 
Mstep: Class 21 contains 31324 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 249 members 
Mstep: Class 25 contains 180 members 
Mstep: Class 26 contains 6910 members 
Mstep: Class 27 contains 12330 members 
Mstep: Class 28 contains 231 members 
Mstep: Class 29 contains 48192 members 
Entering Unmasked Estep 
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Iteration 141Q: 30 clusters Score -5.979514e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17756 members 
Mstep: Class 3 contains 42560 members 
Mstep: Class 4 contains 5926 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 54664 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18662 members 
Mstep: Class 10 contains 663 members 
Mstep: Class 11 contains 78244 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21258 members 
Mstep: Class 14 contains 7940 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 59032 members 
Mstep: Class 17 contains 4497 members 
Mstep: Class 18 contains 3297 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44798 members 
Mstep: Class 21 contains 31274 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 252 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 12306 members 
Mstep: Class 28 contains 230 members 
Mstep: Class 29 contains 48244 members 
Entering Unmasked Estep 
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Iteration 142Q: 30 clusters Score -5.979519e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17751 members 
Mstep: Class 3 contains 42545 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 6442 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 54620 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 78321 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 7939 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 59001 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44809 members 
Mstep: Class 21 contains 31231 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 12298 members 
Mstep: Class 28 contains 229 members 
Mstep: Class 29 contains 48280 members 
Entering Unmasked Estep 
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Iteration 143Q: 30 clusters Score -5.979514e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17752 members 
Mstep: Class 3 contains 42523 members 
Mstep: Class 4 contains 5906 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 54589 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18831 members 
Mstep: Class 10 contains 666 members 
Mstep: Class 11 contains 78379 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21236 members 
Mstep: Class 14 contains 7938 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58983 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44807 members 
Mstep: Class 21 contains 31196 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 250 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6905 members 
Mstep: Class 27 contains 12287 members 
Mstep: Class 28 contains 228 members 
Mstep: Class 29 contains 48313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795232.000000 Penalty: 61624.625000
Iteration 144Q: 30 clusters Score -5.979523e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17750 members 
Mstep: Class 3 contains 42507 members 
Mstep: Class 4 contains 5900 members 
Mstep: Class 5 contains 6449 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 54560 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18916 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78431 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 7932 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58974 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44789 members 
Mstep: Class 21 contains 31166 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6900 members 
Mstep: Class 27 contains 12280 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795308.000000 Penalty: 61624.625000
Iteration 145Q: 30 clusters Score -5.979531e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17750 members 
Mstep: Class 3 contains 42500 members 
Mstep: Class 4 contains 5901 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 54543 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 18990 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78471 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21218 members 
Mstep: Class 14 contains 7930 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58951 members 
Mstep: Class 17 contains 4311 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44773 members 
Mstep: Class 21 contains 31140 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 12273 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795264.000000 Penalty: 61624.625000
Iteration 146Q: 30 clusters Score -5.979526e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17748 members 
Mstep: Class 3 contains 42494 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 2292 members 
Mstep: Class 7 contains 54532 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19057 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78516 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21201 members 
Mstep: Class 14 contains 7927 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58944 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44758 members 
Mstep: Class 21 contains 31116 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6893 members 
Mstep: Class 27 contains 12268 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795304.000000 Penalty: 61624.625000
Iteration 147Q: 30 clusters Score -5.97953e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17749 members 
Mstep: Class 3 contains 42487 members 
Mstep: Class 4 contains 5891 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 54513 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19116 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78548 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21197 members 
Mstep: Class 14 contains 7921 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58937 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44742 members 
Mstep: Class 21 contains 31086 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6891 members 
Mstep: Class 27 contains 12267 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795256.000000 Penalty: 61624.625000
Iteration 148Q: 30 clusters Score -5.979526e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17748 members 
Mstep: Class 3 contains 42477 members 
Mstep: Class 4 contains 5884 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 2299 members 
Mstep: Class 7 contains 54502 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19180 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78582 members 
Mstep: Class 12 contains 2429 members 
Mstep: Class 13 contains 21193 members 
Mstep: Class 14 contains 7910 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58928 members 
Mstep: Class 17 contains 4228 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44735 members 
Mstep: Class 21 contains 31071 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6889 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795240.000000 Penalty: 61624.625000
Iteration 149Q: 30 clusters Score -5.979524e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17747 members 
Mstep: Class 3 contains 42474 members 
Mstep: Class 4 contains 5878 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 54492 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19229 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78614 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21185 members 
Mstep: Class 14 contains 7906 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58916 members 
Mstep: Class 17 contains 4202 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44729 members 
Mstep: Class 21 contains 31061 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12260 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795348.000000 Penalty: 61624.625000
Iteration 150Q: 30 clusters Score -5.979535e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17746 members 
Mstep: Class 3 contains 42473 members 
Mstep: Class 4 contains 5875 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 54481 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19277 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78637 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21186 members 
Mstep: Class 14 contains 7896 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58906 members 
Mstep: Class 17 contains 4191 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44718 members 
Mstep: Class 21 contains 31049 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12255 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795324.000000 Penalty: 61624.625000
Iteration 151Q: 30 clusters Score -5.979532e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17743 members 
Mstep: Class 3 contains 42463 members 
Mstep: Class 4 contains 5874 members 
Mstep: Class 5 contains 6433 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 54472 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19321 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78666 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21179 members 
Mstep: Class 14 contains 7891 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58900 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44709 members 
Mstep: Class 21 contains 31039 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6888 members 
Mstep: Class 27 contains 12254 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795304.000000 Penalty: 61624.625000
Iteration 152Q: 30 clusters Score -5.97953e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17743 members 
Mstep: Class 3 contains 42454 members 
Mstep: Class 4 contains 5871 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 54467 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19367 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78695 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21178 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58889 members 
Mstep: Class 17 contains 4158 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44698 members 
Mstep: Class 21 contains 31031 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12252 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795308.000000 Penalty: 61624.625000
Iteration 153Q: 30 clusters Score -5.979531e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17745 members 
Mstep: Class 3 contains 42442 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 54461 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19410 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78712 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21177 members 
Mstep: Class 14 contains 7874 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58877 members 
Mstep: Class 17 contains 4145 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 2583 members 
Mstep: Class 20 contains 44686 members 
Mstep: Class 21 contains 31022 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12251 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795380.000000 Penalty: 61624.625000
Iteration 154Q: 30 clusters Score -5.979538e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17745 members 
Mstep: Class 3 contains 42431 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 54462 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19444 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78720 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21175 members 
Mstep: Class 14 contains 7870 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58870 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44675 members 
Mstep: Class 21 contains 31013 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12247 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795448.000000 Penalty: 61624.625000
Iteration 155Q: 30 clusters Score -5.979545e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17741 members 
Mstep: Class 3 contains 42423 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 54450 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19479 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78734 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21172 members 
Mstep: Class 14 contains 7865 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58864 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44665 members 
Mstep: Class 21 contains 31008 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12244 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795324.000000 Penalty: 61624.625000
Iteration 156Q: 30 clusters Score -5.979532e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17738 members 
Mstep: Class 3 contains 42412 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 2308 members 
Mstep: Class 7 contains 54444 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19504 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78744 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21172 members 
Mstep: Class 14 contains 7861 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58862 members 
Mstep: Class 17 contains 4121 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44660 members 
Mstep: Class 21 contains 31002 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12242 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795420.000000 Penalty: 61624.625000
Iteration 157Q: 30 clusters Score -5.979542e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17734 members 
Mstep: Class 3 contains 42405 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 54441 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19528 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78746 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21169 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58860 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 30998 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12239 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795368.000000 Penalty: 61624.625000
Iteration 158Q: 30 clusters Score -5.979537e+07 nChanged 81
Entering ConstructFrom: 
Score: -59795368.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -50065.003906 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -50065 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 233 members 
Entering Unmasked Estep 
Score: -49024.339844 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -49024.34 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49229.746094 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -49229.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49320.476562 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -49320.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49345.035156 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -49345.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -49371.667969 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -49371.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49414.429688 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -49414.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49460.117188 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -49460.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49473.375000 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -49473.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49478.812500 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -49478.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49484.226562 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -49484.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49488.132812 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -49488.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49489.277344 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -49489.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49490.824219 Penalty: 1998.945923
	Iteration 12Q: 3 clusters Score -49490.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49492.101562 Penalty: 1998.945923
	Iteration 13Q: 3 clusters Score -49492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49493.660156 Penalty: 1998.945923
	Iteration 14Q: 3 clusters Score -49493.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49493.660156 Penalty: 1998.945923
	Iteration 15F: 3 clusters Score -49493.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Entering Unmasked Estep 
Score: -2300245.500000 Penalty: 1589.730469
	Iteration 0F: 2 clusters Score -2300246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2288111.250000 Penalty: 3179.460938
	Iteration 0F: 3 clusters Score -2288111 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2292467.750000 Penalty: 3179.460938
	Iteration 1F: 3 clusters Score -2292468 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2292771.750000 Penalty: 3179.460938
	Iteration 2Q: 3 clusters Score -2292772 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2293080.000000 Penalty: 3179.460938
	Iteration 3Q: 3 clusters Score -2293080 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2293453.000000 Penalty: 3179.460938
	Iteration 4Q: 3 clusters Score -2293453 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2293928.000000 Penalty: 3179.460938
	Iteration 5F: 3 clusters Score -2293928 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2294598.750000 Penalty: 3179.460938
	Iteration 6F: 3 clusters Score -2294599 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2295378.500000 Penalty: 3179.460938
	Iteration 7F: 3 clusters Score -2295378 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2296222.250000 Penalty: 3179.460938
	Iteration 8F: 3 clusters Score -2296222 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2297015.250000 Penalty: 3179.460938
	Iteration 9F: 3 clusters Score -2297015 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2297687.750000 Penalty: 3179.460938
	Iteration 10Q: 3 clusters Score -2297688 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2298204.250000 Penalty: 3179.460938
	Iteration 11Q: 3 clusters Score -2298204 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2298491.250000 Penalty: 3179.460938
	Iteration 12Q: 3 clusters Score -2298491 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2298640.000000 Penalty: 3179.460938
	Iteration 13Q: 3 clusters Score -2298640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2298702.000000 Penalty: 3179.460938
	Iteration 14Q: 3 clusters Score -2298702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2298750.000000 Penalty: 3179.460938
	Iteration 15Q: 3 clusters Score -2298750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2298771.250000 Penalty: 3179.460938
	Iteration 16Q: 3 clusters Score -2298771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2298785.250000 Penalty: 3179.460938
	Iteration 17Q: 3 clusters Score -2298785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2298801.250000 Penalty: 3179.460938
	Iteration 18Q: 3 clusters Score -2298801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2298807.000000 Penalty: 3179.460938
	Iteration 19Q: 3 clusters Score -2298807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2298810.500000 Penalty: 3179.460938
	Iteration 20F: 3 clusters Score -2298810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2298816.250000 Penalty: 3179.460938
	Iteration 21Q: 3 clusters Score -2298816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2298816.000000 Penalty: 3179.460938
	Iteration 22Q: 3 clusters Score -2298816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2298818.000000 Penalty: 3179.460938
	Iteration 23Q: 3 clusters Score -2298818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2298821.750000 Penalty: 3179.460938
	Iteration 24Q: 3 clusters Score -2298822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2298821.750000 Penalty: 3179.460938
	Iteration 25Q: 3 clusters Score -2298822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2298826.250000 Penalty: 3179.460938
	Iteration 26Q: 3 clusters Score -2298826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2298828.000000 Penalty: 3179.460938
	Iteration 27Q: 3 clusters Score -2298828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2298828.000000 Penalty: 3179.460938
	Iteration 28F: 3 clusters Score -2298828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Entering Unmasked Estep 
Score: -5441833.500000 Penalty: 1731.395020
	Iteration 0F: 2 clusters Score -5441834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -5413356.000000 Penalty: 3462.790039
	Iteration 0F: 3 clusters Score -5413356 nChanged 19874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5424465.500000 Penalty: 3462.790039
	Iteration 1F: 3 clusters Score -5424466 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -5424922.000000 Penalty: 3462.790039
	Iteration 2Q: 3 clusters Score -5424922 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5425383.500000 Penalty: 3462.790039
	Iteration 3Q: 3 clusters Score -5425384 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -5425904.000000 Penalty: 3462.790039
	Iteration 4Q: 3 clusters Score -5425904 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -5426512.000000 Penalty: 3462.790039
	Iteration 5Q: 3 clusters Score -5426512 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5427272.000000 Penalty: 3462.790039
	Iteration 6Q: 3 clusters Score -5427272 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5428159.500000 Penalty: 3462.790039
	Iteration 7Q: 3 clusters Score -5428160 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5429223.500000 Penalty: 3462.790039
	Iteration 8Q: 3 clusters Score -5429224 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -5430416.500000 Penalty: 3462.790039
	Iteration 9Q: 3 clusters Score -5430416 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5431570.000000 Penalty: 3462.790039
	Iteration 10Q: 3 clusters Score -5431570 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -5432698.500000 Penalty: 3462.790039
	Iteration 11Q: 3 clusters Score -5432698 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -5433487.500000 Penalty: 3462.790039
	Iteration 12Q: 3 clusters Score -5433488 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5434103.000000 Penalty: 3462.790039
	Iteration 13Q: 3 clusters Score -5434103 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5434537.500000 Penalty: 3462.790039
	Iteration 14Q: 3 clusters Score -5434538 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -5434830.500000 Penalty: 3462.790039
	Iteration 15Q: 3 clusters Score -5434830 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -5435075.000000 Penalty: 3462.790039
	Iteration 16Q: 3 clusters Score -5435075 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -5435298.500000 Penalty: 3462.790039
	Iteration 17Q: 3 clusters Score -5435298 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -5435459.500000 Penalty: 3462.790039
	Iteration 18Q: 3 clusters Score -5435460 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -5435696.500000 Penalty: 3462.790039
	Iteration 19Q: 3 clusters Score -5435696 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -5435926.500000 Penalty: 3462.790039
	Iteration 20F: 3 clusters Score -5435926 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -5436190.000000 Penalty: 3462.790039
	Iteration 21Q: 3 clusters Score -5436190 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -5436482.000000 Penalty: 3462.790039
	Iteration 22Q: 3 clusters Score -5436482 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5436740.000000 Penalty: 3462.790039
	Iteration 23Q: 3 clusters Score -5436740 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -5436997.500000 Penalty: 3462.790039
	Iteration 24Q: 3 clusters Score -5436998 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5437280.000000 Penalty: 3462.790039
	Iteration 25Q: 3 clusters Score -5437280 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -5437593.000000 Penalty: 3462.790039
	Iteration 26Q: 3 clusters Score -5437593 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5437920.000000 Penalty: 3462.790039
	Iteration 27Q: 3 clusters Score -5437920 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5438247.500000 Penalty: 3462.790039
	Iteration 28Q: 3 clusters Score -5438248 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -5438587.500000 Penalty: 3462.790039
	Iteration 29Q: 3 clusters Score -5438588 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -5438914.500000 Penalty: 3462.790039
	Iteration 30Q: 3 clusters Score -5438914 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5439196.000000 Penalty: 3462.790039
	Iteration 31Q: 3 clusters Score -5439196 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5439458.000000 Penalty: 3462.790039
	Iteration 32Q: 3 clusters Score -5439458 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5439639.500000 Penalty: 3462.790039
	Iteration 33Q: 3 clusters Score -5439640 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -5439788.000000 Penalty: 3462.790039
	Iteration 34Q: 3 clusters Score -5439788 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -5439900.000000 Penalty: 3462.790039
	Iteration 35Q: 3 clusters Score -5439900 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -5440013.000000 Penalty: 3462.790039
	Iteration 36Q: 3 clusters Score -5440013 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5440081.000000 Penalty: 3462.790039
	Iteration 37Q: 3 clusters Score -5440081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -5440125.500000 Penalty: 3462.790039
	Iteration 38Q: 3 clusters Score -5440126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -5440156.000000 Penalty: 3462.790039
	Iteration 39Q: 3 clusters Score -5440156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5440176.000000 Penalty: 3462.790039
	Iteration 40F: 3 clusters Score -5440176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5440208.000000 Penalty: 3462.790039
	Iteration 41Q: 3 clusters Score -5440208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5440233.500000 Penalty: 3462.790039
	Iteration 42Q: 3 clusters Score -5440234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5440240.000000 Penalty: 3462.790039
	Iteration 43Q: 3 clusters Score -5440240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5440269.500000 Penalty: 3462.790039
	Iteration 44Q: 3 clusters Score -5440270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5440275.500000 Penalty: 3462.790039
	Iteration 45Q: 3 clusters Score -5440276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -5440282.500000 Penalty: 3462.790039
	Iteration 46Q: 3 clusters Score -5440282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5440292.500000 Penalty: 3462.790039
	Iteration 47Q: 3 clusters Score -5440292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5440288.500000 Penalty: 3462.790039
	Iteration 48Q: 3 clusters Score -5440288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5440295.000000 Penalty: 3462.790039
	Iteration 49Q: 3 clusters Score -5440295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5440304.000000 Penalty: 3462.790039
	Iteration 50Q: 3 clusters Score -5440304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -5440309.500000 Penalty: 3462.790039
	Iteration 51Q: 3 clusters Score -5440310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5440324.500000 Penalty: 3462.790039
	Iteration 52Q: 3 clusters Score -5440324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5440329.000000 Penalty: 3462.790039
	Iteration 53Q: 3 clusters Score -5440329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5440327.500000 Penalty: 3462.790039
	Iteration 54Q: 3 clusters Score -5440328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -5440331.500000 Penalty: 3462.790039
	Iteration 55Q: 3 clusters Score -5440332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5440346.000000 Penalty: 3462.790039
	Iteration 56Q: 3 clusters Score -5440346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -5440350.000000 Penalty: 3462.790039
	Iteration 57Q: 3 clusters Score -5440350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5440353.000000 Penalty: 3462.790039
	Iteration 58Q: 3 clusters Score -5440353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -5440362.000000 Penalty: 3462.790039
	Iteration 59Q: 3 clusters Score -5440362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5440359.000000 Penalty: 3462.790039
	Iteration 60F: 3 clusters Score -5440359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -5440359.500000 Penalty: 3462.790039
	Iteration 61Q: 3 clusters Score -5440360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -5440364.000000 Penalty: 3462.790039
	Iteration 62Q: 3 clusters Score -5440364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5440363.500000 Penalty: 3462.790039
	Iteration 63Q: 3 clusters Score -5440364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5440364.000000 Penalty: 3462.790039
	Iteration 64Q: 3 clusters Score -5440364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5440368.500000 Penalty: 3462.790039
	Iteration 65Q: 3 clusters Score -5440368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5440374.500000 Penalty: 3462.790039
	Iteration 66Q: 3 clusters Score -5440374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5440380.000000 Penalty: 3462.790039
	Iteration 67Q: 3 clusters Score -5440380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5440380.000000 Penalty: 3462.790039
	Iteration 68Q: 3 clusters Score -5440380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5440380.500000 Penalty: 3462.790039
	Iteration 69Q: 3 clusters Score -5440380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5440379.500000 Penalty: 3462.790039
	Iteration 70Q: 3 clusters Score -5440380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -5440379.500000 Penalty: 3462.790039
	Iteration 71F: 3 clusters Score -5440380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Entering Unmasked Estep 
Score: -727146.000000 Penalty: 1409.973145
	Iteration 0F: 2 clusters Score -727146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -722568.500000 Penalty: 2819.946289
	Iteration 0F: 3 clusters Score -722568.5 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -723980.000000 Penalty: 2819.946289
	Iteration 1F: 3 clusters Score -723980 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -724164.687500 Penalty: 2819.946289
	Iteration 2F: 3 clusters Score -724164.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -724317.312500 Penalty: 2819.946289
	Iteration 3F: 3 clusters Score -724317.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -724422.375000 Penalty: 2819.946289
	Iteration 4Q: 3 clusters Score -724422.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -724490.750000 Penalty: 2819.946289
	Iteration 5Q: 3 clusters Score -724490.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -724563.000000 Penalty: 2819.946289
	Iteration 6Q: 3 clusters Score -724563 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -724639.562500 Penalty: 2819.946289
	Iteration 7Q: 3 clusters Score -724639.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -724742.125000 Penalty: 2819.946289
	Iteration 8Q: 3 clusters Score -724742.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -724867.000000 Penalty: 2819.946289
	Iteration 9Q: 3 clusters Score -724867 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -725005.687500 Penalty: 2819.946289
	Iteration 10Q: 3 clusters Score -725005.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -725142.187500 Penalty: 2819.946289
	Iteration 11Q: 3 clusters Score -725142.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -725262.937500 Penalty: 2819.946289
	Iteration 12Q: 3 clusters Score -725262.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -725363.750000 Penalty: 2819.946289
	Iteration 13Q: 3 clusters Score -725363.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -725472.187500 Penalty: 2819.946289
	Iteration 14Q: 3 clusters Score -725472.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -725563.562500 Penalty: 2819.946289
	Iteration 15Q: 3 clusters Score -725563.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -725650.125000 Penalty: 2819.946289
	Iteration 16Q: 3 clusters Score -725650.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -725722.875000 Penalty: 2819.946289
	Iteration 17Q: 3 clusters Score -725722.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -725776.500000 Penalty: 2819.946289
	Iteration 18Q: 3 clusters Score -725776.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -725821.687500 Penalty: 2819.946289
	Iteration 19Q: 3 clusters Score -725821.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -725857.687500 Penalty: 2819.946289
	Iteration 20F: 3 clusters Score -725857.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -725883.875000 Penalty: 2819.946289
	Iteration 21Q: 3 clusters Score -725883.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -725901.687500 Penalty: 2819.946289
	Iteration 22Q: 3 clusters Score -725901.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -725912.000000 Penalty: 2819.946289
	Iteration 23Q: 3 clusters Score -725912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -725923.437500 Penalty: 2819.946289
	Iteration 24Q: 3 clusters Score -725923.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -725931.562500 Penalty: 2819.946289
	Iteration 25Q: 3 clusters Score -725931.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -725938.750000 Penalty: 2819.946289
	Iteration 26Q: 3 clusters Score -725938.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -725947.000000 Penalty: 2819.946289
	Iteration 27Q: 3 clusters Score -725947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -725953.250000 Penalty: 2819.946289
	Iteration 28Q: 3 clusters Score -725953.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -725961.937500 Penalty: 2819.946289
	Iteration 29Q: 3 clusters Score -725961.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -725972.562500 Penalty: 2819.946289
	Iteration 30Q: 3 clusters Score -725972.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -725988.625000 Penalty: 2819.946289
	Iteration 31Q: 3 clusters Score -725988.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -725997.187500 Penalty: 2819.946289
	Iteration 32Q: 3 clusters Score -725997.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -726003.937500 Penalty: 2819.946289
	Iteration 33Q: 3 clusters Score -726003.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -726014.562500 Penalty: 2819.946289
	Iteration 34Q: 3 clusters Score -726014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -726025.500000 Penalty: 2819.946289
	Iteration 35Q: 3 clusters Score -726025.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -726040.000000 Penalty: 2819.946289
	Iteration 36Q: 3 clusters Score -726040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -726051.312500 Penalty: 2819.946289
	Iteration 37Q: 3 clusters Score -726051.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -726064.312500 Penalty: 2819.946289
	Iteration 38Q: 3 clusters Score -726064.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -726077.187500 Penalty: 2819.946289
	Iteration 39Q: 3 clusters Score -726077.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -726089.812500 Penalty: 2819.946289
	Iteration 40F: 3 clusters Score -726089.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -726102.312500 Penalty: 2819.946289
	Iteration 41Q: 3 clusters Score -726102.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -726115.500000 Penalty: 2819.946289
	Iteration 42Q: 3 clusters Score -726115.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -726137.750000 Penalty: 2819.946289
	Iteration 43Q: 3 clusters Score -726137.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -726160.250000 Penalty: 2819.946289
	Iteration 44Q: 3 clusters Score -726160.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -726174.500000 Penalty: 2819.946289
	Iteration 45Q: 3 clusters Score -726174.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -726190.812500 Penalty: 2819.946289
	Iteration 46Q: 3 clusters Score -726190.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -726202.062500 Penalty: 2819.946289
	Iteration 47Q: 3 clusters Score -726202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -726212.937500 Penalty: 2819.946289
	Iteration 48Q: 3 clusters Score -726212.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -726227.187500 Penalty: 2819.946289
	Iteration 49Q: 3 clusters Score -726227.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -726237.687500 Penalty: 2819.946289
	Iteration 50Q: 3 clusters Score -726237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -726246.000000 Penalty: 2819.946289
	Iteration 51Q: 3 clusters Score -726246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -726253.812500 Penalty: 2819.946289
	Iteration 52Q: 3 clusters Score -726253.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -726270.312500 Penalty: 2819.946289
	Iteration 53Q: 3 clusters Score -726270.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -726287.687500 Penalty: 2819.946289
	Iteration 54Q: 3 clusters Score -726287.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -726299.625000 Penalty: 2819.946289
	Iteration 55Q: 3 clusters Score -726299.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -726310.250000 Penalty: 2819.946289
	Iteration 56Q: 3 clusters Score -726310.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -726327.500000 Penalty: 2819.946289
	Iteration 57Q: 3 clusters Score -726327.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -726345.250000 Penalty: 2819.946289
	Iteration 58Q: 3 clusters Score -726345.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -726365.187500 Penalty: 2819.946289
	Iteration 59Q: 3 clusters Score -726365.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -726381.500000 Penalty: 2819.946289
	Iteration 60F: 3 clusters Score -726381.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -726396.062500 Penalty: 2819.946289
	Iteration 61Q: 3 clusters Score -726396.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -726409.687500 Penalty: 2819.946289
	Iteration 62Q: 3 clusters Score -726409.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -726425.625000 Penalty: 2819.946289
	Iteration 63Q: 3 clusters Score -726425.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -726434.375000 Penalty: 2819.946289
	Iteration 64Q: 3 clusters Score -726434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -726437.250000 Penalty: 2819.946289
	Iteration 65Q: 3 clusters Score -726437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -726440.437500 Penalty: 2819.946289
	Iteration 66Q: 3 clusters Score -726440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -726447.562500 Penalty: 2819.946289
	Iteration 67Q: 3 clusters Score -726447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -726451.562500 Penalty: 2819.946289
	Iteration 68Q: 3 clusters Score -726451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -726454.125000 Penalty: 2819.946289
	Iteration 69Q: 3 clusters Score -726454.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -726454.937500 Penalty: 2819.946289
	Iteration 70Q: 3 clusters Score -726454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -726455.500000 Penalty: 2819.946289
	Iteration 71Q: 3 clusters Score -726455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -726456.375000 Penalty: 2819.946289
	Iteration 72Q: 3 clusters Score -726456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -726455.312500 Penalty: 2819.946289
	Iteration 73Q: 3 clusters Score -726455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -726456.562500 Penalty: 2819.946289
	Iteration 74Q: 3 clusters Score -726456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -726459.375000 Penalty: 2819.946289
	Iteration 75Q: 3 clusters Score -726459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -726461.250000 Penalty: 2819.946289
	Iteration 76Q: 3 clusters Score -726461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -726461.312500 Penalty: 2819.946289
	Iteration 77Q: 3 clusters Score -726461.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -726461.312500 Penalty: 2819.946289
	Iteration 78F: 3 clusters Score -726461.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -752991.437500 Penalty: 1424.691040
	Iteration 0F: 2 clusters Score -752991.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -748173.250000 Penalty: 2849.382080
	Iteration 0F: 3 clusters Score -748173.2 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -749723.937500 Penalty: 2849.382080
	Iteration 1F: 3 clusters Score -749723.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -749977.312500 Penalty: 2849.382080
	Iteration 2F: 3 clusters Score -749977.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -750182.750000 Penalty: 2849.382080
	Iteration 3F: 3 clusters Score -750182.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -750340.500000 Penalty: 2849.382080
	Iteration 4Q: 3 clusters Score -750340.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -750465.437500 Penalty: 2849.382080
	Iteration 5Q: 3 clusters Score -750465.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -750555.937500 Penalty: 2849.382080
	Iteration 6Q: 3 clusters Score -750555.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -750655.187500 Penalty: 2849.382080
	Iteration 7Q: 3 clusters Score -750655.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -750741.687500 Penalty: 2849.382080
	Iteration 8Q: 3 clusters Score -750741.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -750822.937500 Penalty: 2849.382080
	Iteration 9Q: 3 clusters Score -750822.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -750910.687500 Penalty: 2849.382080
	Iteration 10Q: 3 clusters Score -750910.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -750996.187500 Penalty: 2849.382080
	Iteration 11Q: 3 clusters Score -750996.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -751058.375000 Penalty: 2849.382080
	Iteration 12Q: 3 clusters Score -751058.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -751117.937500 Penalty: 2849.382080
	Iteration 13Q: 3 clusters Score -751117.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -751162.312500 Penalty: 2849.382080
	Iteration 14Q: 3 clusters Score -751162.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -751202.937500 Penalty: 2849.382080
	Iteration 15Q: 3 clusters Score -751202.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -751234.125000 Penalty: 2849.382080
	Iteration 16Q: 3 clusters Score -751234.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -751258.750000 Penalty: 2849.382080
	Iteration 17Q: 3 clusters Score -751258.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -751276.187500 Penalty: 2849.382080
	Iteration 18Q: 3 clusters Score -751276.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -751289.812500 Penalty: 2849.382080
	Iteration 19Q: 3 clusters Score -751289.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -751298.500000 Penalty: 2849.382080
	Iteration 20F: 3 clusters Score -751298.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -751310.875000 Penalty: 2849.382080
	Iteration 21Q: 3 clusters Score -751310.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -751321.187500 Penalty: 2849.382080
	Iteration 22Q: 3 clusters Score -751321.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -751330.625000 Penalty: 2849.382080
	Iteration 23Q: 3 clusters Score -751330.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -751336.312500 Penalty: 2849.382080
	Iteration 24Q: 3 clusters Score -751336.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -751342.375000 Penalty: 2849.382080
	Iteration 25Q: 3 clusters Score -751342.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -751347.562500 Penalty: 2849.382080
	Iteration 26Q: 3 clusters Score -751347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -751349.750000 Penalty: 2849.382080
	Iteration 27Q: 3 clusters Score -751349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -751350.000000 Penalty: 2849.382080
	Iteration 28Q: 3 clusters Score -751350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -751352.500000 Penalty: 2849.382080
	Iteration 29Q: 3 clusters Score -751352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -751352.312500 Penalty: 2849.382080
	Iteration 30Q: 3 clusters Score -751352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -751353.812500 Penalty: 2849.382080
	Iteration 31Q: 3 clusters Score -751353.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -751356.000000 Penalty: 2849.382080
	Iteration 32Q: 3 clusters Score -751356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -751358.062500 Penalty: 2849.382080
	Iteration 33Q: 3 clusters Score -751358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -751359.000000 Penalty: 2849.382080
	Iteration 34Q: 3 clusters Score -751359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -751361.562500 Penalty: 2849.382080
	Iteration 35Q: 3 clusters Score -751361.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -751360.000000 Penalty: 2849.382080
	Iteration 36Q: 3 clusters Score -751360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -751363.000000 Penalty: 2849.382080
	Iteration 37Q: 3 clusters Score -751363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -751363.187500 Penalty: 2849.382080
	Iteration 38Q: 3 clusters Score -751363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -751365.500000 Penalty: 2849.382080
	Iteration 39Q: 3 clusters Score -751365.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -751367.812500 Penalty: 2849.382080
	Iteration 40F: 3 clusters Score -751367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -751367.750000 Penalty: 2849.382080
	Iteration 41Q: 3 clusters Score -751367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -751369.000000 Penalty: 2849.382080
	Iteration 42Q: 3 clusters Score -751369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -751370.625000 Penalty: 2849.382080
	Iteration 43Q: 3 clusters Score -751370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -751373.437500 Penalty: 2849.382080
	Iteration 44Q: 3 clusters Score -751373.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -751377.187500 Penalty: 2849.382080
	Iteration 45Q: 3 clusters Score -751377.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -751379.375000 Penalty: 2849.382080
	Iteration 46Q: 3 clusters Score -751379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -751381.500000 Penalty: 2849.382080
	Iteration 47Q: 3 clusters Score -751381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -751383.875000 Penalty: 2849.382080
	Iteration 48Q: 3 clusters Score -751383.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -751385.437500 Penalty: 2849.382080
	Iteration 49Q: 3 clusters Score -751385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -751388.750000 Penalty: 2849.382080
	Iteration 50Q: 3 clusters Score -751388.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -751389.625000 Penalty: 2849.382080
	Iteration 51Q: 3 clusters Score -751389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -751392.187500 Penalty: 2849.382080
	Iteration 52Q: 3 clusters Score -751392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -751392.625000 Penalty: 2849.382080
	Iteration 53Q: 3 clusters Score -751392.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -751394.000000 Penalty: 2849.382080
	Iteration 54Q: 3 clusters Score -751394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -751395.500000 Penalty: 2849.382080
	Iteration 55Q: 3 clusters Score -751395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -751397.812500 Penalty: 2849.382080
	Iteration 56Q: 3 clusters Score -751397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -751396.500000 Penalty: 2849.382080
	Iteration 57Q: 3 clusters Score -751396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -751397.562500 Penalty: 2849.382080
	Iteration 58Q: 3 clusters Score -751397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -751398.687500 Penalty: 2849.382080
	Iteration 59Q: 3 clusters Score -751398.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -751399.312500 Penalty: 2849.382080
	Iteration 60F: 3 clusters Score -751399.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -751399.375000 Penalty: 2849.382080
	Iteration 61Q: 3 clusters Score -751399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -751402.437500 Penalty: 2849.382080
	Iteration 62Q: 3 clusters Score -751402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -751401.500000 Penalty: 2849.382080
	Iteration 63Q: 3 clusters Score -751401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -751403.125000 Penalty: 2849.382080
	Iteration 64Q: 3 clusters Score -751403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -751403.562500 Penalty: 2849.382080
	Iteration 65Q: 3 clusters Score -751403.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -751406.500000 Penalty: 2849.382080
	Iteration 66Q: 3 clusters Score -751406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -751405.812500 Penalty: 2849.382080
	Iteration 67Q: 3 clusters Score -751405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -751408.562500 Penalty: 2849.382080
	Iteration 68Q: 3 clusters Score -751408.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -751408.375000 Penalty: 2849.382080
	Iteration 69Q: 3 clusters Score -751408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -751411.250000 Penalty: 2849.382080
	Iteration 70Q: 3 clusters Score -751411.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -751413.500000 Penalty: 2849.382080
	Iteration 71Q: 3 clusters Score -751413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -751416.625000 Penalty: 2849.382080
	Iteration 72Q: 3 clusters Score -751416.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -751419.375000 Penalty: 2849.382080
	Iteration 73Q: 3 clusters Score -751419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -751421.250000 Penalty: 2849.382080
	Iteration 74Q: 3 clusters Score -751421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -751421.750000 Penalty: 2849.382080
	Iteration 75Q: 3 clusters Score -751421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -751424.125000 Penalty: 2849.382080
	Iteration 76Q: 3 clusters Score -751424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -751425.375000 Penalty: 2849.382080
	Iteration 77Q: 3 clusters Score -751425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -751427.500000 Penalty: 2849.382080
	Iteration 78Q: 3 clusters Score -751427.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -751429.500000 Penalty: 2849.382080
	Iteration 79Q: 3 clusters Score -751429.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -751431.250000 Penalty: 2849.382080
	Iteration 80F: 3 clusters Score -751431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -751433.125000 Penalty: 2849.382080
	Iteration 81Q: 3 clusters Score -751433.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -751434.500000 Penalty: 2849.382080
	Iteration 82Q: 3 clusters Score -751434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -751436.562500 Penalty: 2849.382080
	Iteration 83Q: 3 clusters Score -751436.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -751439.125000 Penalty: 2849.382080
	Iteration 84Q: 3 clusters Score -751439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -751442.625000 Penalty: 2849.382080
	Iteration 85Q: 3 clusters Score -751442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -751446.000000 Penalty: 2849.382080
	Iteration 86Q: 3 clusters Score -751446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -751449.875000 Penalty: 2849.382080
	Iteration 87Q: 3 clusters Score -751449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -751452.000000 Penalty: 2849.382080
	Iteration 88Q: 3 clusters Score -751452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -751453.125000 Penalty: 2849.382080
	Iteration 89Q: 3 clusters Score -751453.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -751454.500000 Penalty: 2849.382080
	Iteration 90Q: 3 clusters Score -751454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -751455.500000 Penalty: 2849.382080
	Iteration 91Q: 3 clusters Score -751455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -751455.375000 Penalty: 2849.382080
	Iteration 92Q: 3 clusters Score -751455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -751457.437500 Penalty: 2849.382080
	Iteration 93Q: 3 clusters Score -751457.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -751460.562500 Penalty: 2849.382080
	Iteration 94Q: 3 clusters Score -751460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -751465.250000 Penalty: 2849.382080
	Iteration 95Q: 3 clusters Score -751465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -751468.562500 Penalty: 2849.382080
	Iteration 96Q: 3 clusters Score -751468.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -751471.687500 Penalty: 2849.382080
	Iteration 97Q: 3 clusters Score -751471.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -751472.500000 Penalty: 2849.382080
	Iteration 98Q: 3 clusters Score -751472.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -751474.062500 Penalty: 2849.382080
	Iteration 99Q: 3 clusters Score -751474.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -751476.875000 Penalty: 2849.382080
	Iteration 100F: 3 clusters Score -751476.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -751478.500000 Penalty: 2849.382080
	Iteration 101Q: 3 clusters Score -751478.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -751479.000000 Penalty: 2849.382080
	Iteration 102Q: 3 clusters Score -751479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -751477.750000 Penalty: 2849.382080
	Iteration 103Q: 3 clusters Score -751477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -751479.375000 Penalty: 2849.382080
	Iteration 104Q: 3 clusters Score -751479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -751479.687500 Penalty: 2849.382080
	Iteration 105Q: 3 clusters Score -751479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -751480.250000 Penalty: 2849.382080
	Iteration 106Q: 3 clusters Score -751480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -751479.562500 Penalty: 2849.382080
	Iteration 107Q: 3 clusters Score -751479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -751480.625000 Penalty: 2849.382080
	Iteration 108Q: 3 clusters Score -751480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -751481.062500 Penalty: 2849.382080
	Iteration 109Q: 3 clusters Score -751481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -751481.875000 Penalty: 2849.382080
	Iteration 110Q: 3 clusters Score -751481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -751481.500000 Penalty: 2849.382080
	Iteration 111Q: 3 clusters Score -751481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -751480.437500 Penalty: 2849.382080
	Iteration 112Q: 3 clusters Score -751480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -751480.875000 Penalty: 2849.382080
	Iteration 113Q: 3 clusters Score -751480.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -751480.875000 Penalty: 2849.382080
	Iteration 114F: 3 clusters Score -751480.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -278902.281250 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -278902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -276605.062500 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -276605.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -277099.781250 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -277099.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -277222.718750 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -277222.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -277294.875000 Penalty: 2516.703613
	Iteration 3Q: 3 clusters Score -277294.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277343.906250 Penalty: 2516.703613
	Iteration 4Q: 3 clusters Score -277343.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277379.625000 Penalty: 2516.703613
	Iteration 5Q: 3 clusters Score -277379.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -277413.718750 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -277413.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -277436.812500 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -277436.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -277454.781250 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -277454.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -277475.906250 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -277475.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -277491.718750 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -277491.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -277505.156250 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -277505.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -277521.718750 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -277521.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -277537.500000 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -277537.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -277553.875000 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -277553.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -277568.031250 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -277568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -277582.000000 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -277582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -277593.156250 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -277593.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -277604.781250 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -277604.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -277610.062500 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -277610.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -277616.781250 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -277616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -277623.875000 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -277623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -277632.593750 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -277632.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -277641.250000 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -277641.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -277648.250000 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -277648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -277653.468750 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -277653.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -277660.468750 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -277660.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -277676.875000 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -277676.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -277695.343750 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -277695.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -277711.593750 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -277711.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -277728.250000 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -277728.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -277742.562500 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -277742.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -277747.812500 Penalty: 2516.703613
	Iteration 32Q: 3 clusters Score -277747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -277754.343750 Penalty: 2516.703613
	Iteration 33Q: 3 clusters Score -277754.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -277760.750000 Penalty: 2516.703613
	Iteration 34Q: 3 clusters Score -277760.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -277765.125000 Penalty: 2516.703613
	Iteration 35Q: 3 clusters Score -277765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -277767.718750 Penalty: 2516.703613
	Iteration 36Q: 3 clusters Score -277767.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -277775.500000 Penalty: 2516.703613
	Iteration 37Q: 3 clusters Score -277775.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -277785.062500 Penalty: 2516.703613
	Iteration 38Q: 3 clusters Score -277785.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -277792.781250 Penalty: 2516.703613
	Iteration 39Q: 3 clusters Score -277792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -277805.093750 Penalty: 2516.703613
	Iteration 40F: 3 clusters Score -277805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -277817.562500 Penalty: 2516.703613
	Iteration 41Q: 3 clusters Score -277817.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -277824.000000 Penalty: 2516.703613
	Iteration 42Q: 3 clusters Score -277824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -277828.343750 Penalty: 2516.703613
	Iteration 43Q: 3 clusters Score -277828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -277832.406250 Penalty: 2516.703613
	Iteration 44Q: 3 clusters Score -277832.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -277835.781250 Penalty: 2516.703613
	Iteration 45Q: 3 clusters Score -277835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -277842.812500 Penalty: 2516.703613
	Iteration 46Q: 3 clusters Score -277842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -277847.781250 Penalty: 2516.703613
	Iteration 47Q: 3 clusters Score -277847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -277850.562500 Penalty: 2516.703613
	Iteration 48Q: 3 clusters Score -277850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -277852.250000 Penalty: 2516.703613
	Iteration 49Q: 3 clusters Score -277852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -277852.937500 Penalty: 2516.703613
	Iteration 50Q: 3 clusters Score -277852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -277853.281250 Penalty: 2516.703613
	Iteration 51Q: 3 clusters Score -277853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -277855.531250 Penalty: 2516.703613
	Iteration 52Q: 3 clusters Score -277855.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -277857.875000 Penalty: 2516.703613
	Iteration 53Q: 3 clusters Score -277857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -277860.093750 Penalty: 2516.703613
	Iteration 54Q: 3 clusters Score -277860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -277863.000000 Penalty: 2516.703613
	Iteration 55Q: 3 clusters Score -277863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -277866.062500 Penalty: 2516.703613
	Iteration 56Q: 3 clusters Score -277866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -277870.218750 Penalty: 2516.703613
	Iteration 57Q: 3 clusters Score -277870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -277870.750000 Penalty: 2516.703613
	Iteration 58Q: 3 clusters Score -277870.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -277873.187500 Penalty: 2516.703613
	Iteration 59Q: 3 clusters Score -277873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -277874.937500 Penalty: 2516.703613
	Iteration 60F: 3 clusters Score -277874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -277876.562500 Penalty: 2516.703613
	Iteration 61Q: 3 clusters Score -277876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -277879.375000 Penalty: 2516.703613
	Iteration 62Q: 3 clusters Score -277879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -277884.656250 Penalty: 2516.703613
	Iteration 63Q: 3 clusters Score -277884.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -277886.281250 Penalty: 2516.703613
	Iteration 64Q: 3 clusters Score -277886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -277887.687500 Penalty: 2516.703613
	Iteration 65Q: 3 clusters Score -277887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -277887.968750 Penalty: 2516.703613
	Iteration 66Q: 3 clusters Score -277888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -277887.968750 Penalty: 2516.703613
	Iteration 67F: 3 clusters Score -277888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Entering Unmasked Estep 
Score: -7024102.000000 Penalty: 1772.026978
	Iteration 0F: 2 clusters Score -7024102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -6987879.500000 Penalty: 3544.053955
	Iteration 0F: 3 clusters Score -6987880 nChanged 25531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -7002349.500000 Penalty: 3544.053955
	Iteration 1F: 3 clusters Score -7002350 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -7002964.500000 Penalty: 3544.053955
	Iteration 2Q: 3 clusters Score -7002964 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7003632.000000 Penalty: 3544.053955
	Iteration 3Q: 3 clusters Score -7003632 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -7004389.500000 Penalty: 3544.053955
	Iteration 4Q: 3 clusters Score -7004390 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7005505.000000 Penalty: 3544.053955
	Iteration 5Q: 3 clusters Score -7005505 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -7006697.000000 Penalty: 3544.053955
	Iteration 6Q: 3 clusters Score -7006697 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -7008358.000000 Penalty: 3544.053955
	Iteration 7F: 3 clusters Score -7008358 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7010445.500000 Penalty: 3544.053955
	Iteration 8F: 3 clusters Score -7010446 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -7012766.500000 Penalty: 3544.053955
	Iteration 9F: 3 clusters Score -7012766 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -7015378.000000 Penalty: 3544.053955
	Iteration 10F: 3 clusters Score -7015378 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -7017611.500000 Penalty: 3544.053955
	Iteration 11Q: 3 clusters Score -7017612 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -7018967.000000 Penalty: 3544.053955
	Iteration 12Q: 3 clusters Score -7018967 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -7019627.000000 Penalty: 3544.053955
	Iteration 13Q: 3 clusters Score -7019627 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -7020023.500000 Penalty: 3544.053955
	Iteration 14Q: 3 clusters Score -7020024 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -7020300.000000 Penalty: 3544.053955
	Iteration 15Q: 3 clusters Score -7020300 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -7020577.000000 Penalty: 3544.053955
	Iteration 16Q: 3 clusters Score -7020577 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -7020845.500000 Penalty: 3544.053955
	Iteration 17Q: 3 clusters Score -7020846 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7021125.000000 Penalty: 3544.053955
	Iteration 18Q: 3 clusters Score -7021125 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -7021385.500000 Penalty: 3544.053955
	Iteration 19Q: 3 clusters Score -7021386 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -7021577.500000 Penalty: 3544.053955
	Iteration 20F: 3 clusters Score -7021578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -7021773.500000 Penalty: 3544.053955
	Iteration 21Q: 3 clusters Score -7021774 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -7021952.000000 Penalty: 3544.053955
	Iteration 22Q: 3 clusters Score -7021952 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7022085.000000 Penalty: 3544.053955
	Iteration 23Q: 3 clusters Score -7022085 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -7022233.500000 Penalty: 3544.053955
	Iteration 24Q: 3 clusters Score -7022234 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -7022328.500000 Penalty: 3544.053955
	Iteration 25Q: 3 clusters Score -7022328 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -7022397.000000 Penalty: 3544.053955
	Iteration 26Q: 3 clusters Score -7022397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -7022444.000000 Penalty: 3544.053955
	Iteration 27Q: 3 clusters Score -7022444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53783 members 
Entering Unmasked Estep 
Score: -7022478.000000 Penalty: 3544.053955
	Iteration 28Q: 3 clusters Score -7022478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7022492.000000 Penalty: 3544.053955
	Iteration 29Q: 3 clusters Score -7022492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -7022514.500000 Penalty: 3544.053955
	Iteration 30Q: 3 clusters Score -7022514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7022542.000000 Penalty: 3544.053955
	Iteration 31Q: 3 clusters Score -7022542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -7022558.000000 Penalty: 3544.053955
	Iteration 32Q: 3 clusters Score -7022558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -7022572.500000 Penalty: 3544.053955
	Iteration 33Q: 3 clusters Score -7022572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 53907 members 
Entering Unmasked Estep 
Score: -7022572.500000 Penalty: 3544.053955
	Iteration 34Q: 3 clusters Score -7022572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -7022576.500000 Penalty: 3544.053955
	Iteration 35Q: 3 clusters Score -7022576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -7022585.000000 Penalty: 3544.053955
	Iteration 36Q: 3 clusters Score -7022585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -7022585.000000 Penalty: 3544.053955
	Iteration 37Q: 3 clusters Score -7022585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -7022585.500000 Penalty: 3544.053955
	Iteration 38Q: 3 clusters Score -7022586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -7022586.000000 Penalty: 3544.053955
	Iteration 39Q: 3 clusters Score -7022586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -7022586.500000 Penalty: 3544.053955
	Iteration 40F: 3 clusters Score -7022586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -7022583.000000 Penalty: 3544.053955
	Iteration 41Q: 3 clusters Score -7022583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -7022583.000000 Penalty: 3544.053955
	Iteration 42F: 3 clusters Score -7022583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29284.535156 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29284.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28438.435547 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28438.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28543.673828 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28543.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28603.757812 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -28603.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28617.398438 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28621.552734 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28621.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28621.552734 Penalty: 1783.904785
	Iteration 5F: 3 clusters Score -28621.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Entering Unmasked Estep 
Score: -2438006.250000 Penalty: 1605.768311
	Iteration 0F: 2 clusters Score -2438006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -2424662.250000 Penalty: 3211.536621
	Iteration 0F: 3 clusters Score -2424662 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2429405.500000 Penalty: 3211.536621
	Iteration 1F: 3 clusters Score -2429406 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2429759.500000 Penalty: 3211.536621
	Iteration 2F: 3 clusters Score -2429760 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2430153.000000 Penalty: 3211.536621
	Iteration 3Q: 3 clusters Score -2430153 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2430634.500000 Penalty: 3211.536621
	Iteration 4F: 3 clusters Score -2430634 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2431224.000000 Penalty: 3211.536621
	Iteration 5F: 3 clusters Score -2431224 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2431965.000000 Penalty: 3211.536621
	Iteration 6F: 3 clusters Score -2431965 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2432841.250000 Penalty: 3211.536621
	Iteration 7F: 3 clusters Score -2432841 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2433789.250000 Penalty: 3211.536621
	Iteration 8F: 3 clusters Score -2433789 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2434653.750000 Penalty: 3211.536621
	Iteration 9F: 3 clusters Score -2434654 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2435227.500000 Penalty: 3211.536621
	Iteration 10Q: 3 clusters Score -2435228 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2435520.750000 Penalty: 3211.536621
	Iteration 11Q: 3 clusters Score -2435521 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2435711.750000 Penalty: 3211.536621
	Iteration 12Q: 3 clusters Score -2435712 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2435815.500000 Penalty: 3211.536621
	Iteration 13Q: 3 clusters Score -2435816 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2435901.250000 Penalty: 3211.536621
	Iteration 14Q: 3 clusters Score -2435901 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2435970.750000 Penalty: 3211.536621
	Iteration 15Q: 3 clusters Score -2435971 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2436010.250000 Penalty: 3211.536621
	Iteration 16Q: 3 clusters Score -2436010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2436042.750000 Penalty: 3211.536621
	Iteration 17Q: 3 clusters Score -2436043 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2436070.750000 Penalty: 3211.536621
	Iteration 18Q: 3 clusters Score -2436071 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2436092.250000 Penalty: 3211.536621
	Iteration 19Q: 3 clusters Score -2436092 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2436125.000000 Penalty: 3211.536621
	Iteration 20F: 3 clusters Score -2436125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2436145.250000 Penalty: 3211.536621
	Iteration 21Q: 3 clusters Score -2436145 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2436175.000000 Penalty: 3211.536621
	Iteration 22Q: 3 clusters Score -2436175 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2436198.500000 Penalty: 3211.536621
	Iteration 23Q: 3 clusters Score -2436198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2436218.250000 Penalty: 3211.536621
	Iteration 24Q: 3 clusters Score -2436218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2436232.000000 Penalty: 3211.536621
	Iteration 25Q: 3 clusters Score -2436232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2436243.500000 Penalty: 3211.536621
	Iteration 26Q: 3 clusters Score -2436244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2436252.750000 Penalty: 3211.536621
	Iteration 27Q: 3 clusters Score -2436253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2436265.000000 Penalty: 3211.536621
	Iteration 28Q: 3 clusters Score -2436265 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2436276.750000 Penalty: 3211.536621
	Iteration 29Q: 3 clusters Score -2436277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2436294.500000 Penalty: 3211.536621
	Iteration 30Q: 3 clusters Score -2436294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2436318.750000 Penalty: 3211.536621
	Iteration 31Q: 3 clusters Score -2436319 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2436326.750000 Penalty: 3211.536621
	Iteration 32Q: 3 clusters Score -2436327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2436358.500000 Penalty: 3211.536621
	Iteration 33Q: 3 clusters Score -2436358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2436389.000000 Penalty: 3211.536621
	Iteration 34Q: 3 clusters Score -2436389 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2436420.750000 Penalty: 3211.536621
	Iteration 35Q: 3 clusters Score -2436421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2436447.750000 Penalty: 3211.536621
	Iteration 36Q: 3 clusters Score -2436448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2436475.500000 Penalty: 3211.536621
	Iteration 37Q: 3 clusters Score -2436476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2436491.500000 Penalty: 3211.536621
	Iteration 38Q: 3 clusters Score -2436492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2436519.500000 Penalty: 3211.536621
	Iteration 39Q: 3 clusters Score -2436520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2436531.250000 Penalty: 3211.536621
	Iteration 40F: 3 clusters Score -2436531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2436551.000000 Penalty: 3211.536621
	Iteration 41Q: 3 clusters Score -2436551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2436571.250000 Penalty: 3211.536621
	Iteration 42Q: 3 clusters Score -2436571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2436592.750000 Penalty: 3211.536621
	Iteration 43Q: 3 clusters Score -2436593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2436611.250000 Penalty: 3211.536621
	Iteration 44Q: 3 clusters Score -2436611 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2436629.250000 Penalty: 3211.536621
	Iteration 45Q: 3 clusters Score -2436629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2436655.250000 Penalty: 3211.536621
	Iteration 46Q: 3 clusters Score -2436655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2436671.750000 Penalty: 3211.536621
	Iteration 47Q: 3 clusters Score -2436672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2436688.250000 Penalty: 3211.536621
	Iteration 48Q: 3 clusters Score -2436688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2436700.250000 Penalty: 3211.536621
	Iteration 49Q: 3 clusters Score -2436700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2436714.250000 Penalty: 3211.536621
	Iteration 50Q: 3 clusters Score -2436714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2436728.500000 Penalty: 3211.536621
	Iteration 51Q: 3 clusters Score -2436728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2436740.500000 Penalty: 3211.536621
	Iteration 52Q: 3 clusters Score -2436740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2436745.500000 Penalty: 3211.536621
	Iteration 53Q: 3 clusters Score -2436746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2436763.750000 Penalty: 3211.536621
	Iteration 54Q: 3 clusters Score -2436764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2436768.250000 Penalty: 3211.536621
	Iteration 55Q: 3 clusters Score -2436768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2436787.750000 Penalty: 3211.536621
	Iteration 56Q: 3 clusters Score -2436788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2436805.250000 Penalty: 3211.536621
	Iteration 57Q: 3 clusters Score -2436805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2436820.000000 Penalty: 3211.536621
	Iteration 58Q: 3 clusters Score -2436820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2436836.000000 Penalty: 3211.536621
	Iteration 59Q: 3 clusters Score -2436836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2436845.250000 Penalty: 3211.536621
	Iteration 60F: 3 clusters Score -2436845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2436853.750000 Penalty: 3211.536621
	Iteration 61Q: 3 clusters Score -2436854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2436858.000000 Penalty: 3211.536621
	Iteration 62Q: 3 clusters Score -2436858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2436867.250000 Penalty: 3211.536621
	Iteration 63Q: 3 clusters Score -2436867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2436862.750000 Penalty: 3211.536621
	Iteration 64Q: 3 clusters Score -2436863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2436865.750000 Penalty: 3211.536621
	Iteration 65Q: 3 clusters Score -2436866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2436866.250000 Penalty: 3211.536621
	Iteration 66Q: 3 clusters Score -2436866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2436871.250000 Penalty: 3211.536621
	Iteration 67Q: 3 clusters Score -2436871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2436870.500000 Penalty: 3211.536621
	Iteration 68Q: 3 clusters Score -2436870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2436874.250000 Penalty: 3211.536621
	Iteration 69Q: 3 clusters Score -2436874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2436880.750000 Penalty: 3211.536621
	Iteration 70Q: 3 clusters Score -2436881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2436891.750000 Penalty: 3211.536621
	Iteration 71Q: 3 clusters Score -2436892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2436891.750000 Penalty: 3211.536621
	Iteration 72Q: 3 clusters Score -2436892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2436894.000000 Penalty: 3211.536621
	Iteration 73Q: 3 clusters Score -2436894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2436900.000000 Penalty: 3211.536621
	Iteration 74Q: 3 clusters Score -2436900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2436906.750000 Penalty: 3211.536621
	Iteration 75Q: 3 clusters Score -2436907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2436908.500000 Penalty: 3211.536621
	Iteration 76Q: 3 clusters Score -2436908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2436916.000000 Penalty: 3211.536621
	Iteration 77Q: 3 clusters Score -2436916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2436918.250000 Penalty: 3211.536621
	Iteration 78Q: 3 clusters Score -2436918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2436915.250000 Penalty: 3211.536621
	Iteration 79Q: 3 clusters Score -2436915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2436920.250000 Penalty: 3211.536621
	Iteration 80F: 3 clusters Score -2436920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2436926.750000 Penalty: 3211.536621
	Iteration 81Q: 3 clusters Score -2436927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2436929.000000 Penalty: 3211.536621
	Iteration 82Q: 3 clusters Score -2436929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2436936.500000 Penalty: 3211.536621
	Iteration 83Q: 3 clusters Score -2436936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2436938.000000 Penalty: 3211.536621
	Iteration 84Q: 3 clusters Score -2436938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2436942.000000 Penalty: 3211.536621
	Iteration 85Q: 3 clusters Score -2436942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2436942.500000 Penalty: 3211.536621
	Iteration 86Q: 3 clusters Score -2436942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2436941.750000 Penalty: 3211.536621
	Iteration 87Q: 3 clusters Score -2436942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2436942.250000 Penalty: 3211.536621
	Iteration 88Q: 3 clusters Score -2436942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2436944.500000 Penalty: 3211.536621
	Iteration 89Q: 3 clusters Score -2436944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2436945.750000 Penalty: 3211.536621
	Iteration 90Q: 3 clusters Score -2436946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2436948.000000 Penalty: 3211.536621
	Iteration 91Q: 3 clusters Score -2436948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2436951.000000 Penalty: 3211.536621
	Iteration 92Q: 3 clusters Score -2436951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2436952.500000 Penalty: 3211.536621
	Iteration 93Q: 3 clusters Score -2436952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2436952.500000 Penalty: 3211.536621
	Iteration 94Q: 3 clusters Score -2436952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2436953.250000 Penalty: 3211.536621
	Iteration 95Q: 3 clusters Score -2436953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2436952.000000 Penalty: 3211.536621
	Iteration 96Q: 3 clusters Score -2436952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2436953.750000 Penalty: 3211.536621
	Iteration 97Q: 3 clusters Score -2436954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2436952.750000 Penalty: 3211.536621
	Iteration 98Q: 3 clusters Score -2436953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2436955.750000 Penalty: 3211.536621
	Iteration 99Q: 3 clusters Score -2436956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2436957.500000 Penalty: 3211.536621
	Iteration 100F: 3 clusters Score -2436958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2436961.000000 Penalty: 3211.536621
	Iteration 101Q: 3 clusters Score -2436961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2436960.750000 Penalty: 3211.536621
	Iteration 102Q: 3 clusters Score -2436961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2436965.500000 Penalty: 3211.536621
	Iteration 103Q: 3 clusters Score -2436966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2436968.250000 Penalty: 3211.536621
	Iteration 104Q: 3 clusters Score -2436968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2436970.750000 Penalty: 3211.536621
	Iteration 105Q: 3 clusters Score -2436971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2436970.000000 Penalty: 3211.536621
	Iteration 106Q: 3 clusters Score -2436970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2436970.000000 Penalty: 3211.536621
	Iteration 107F: 3 clusters Score -2436970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -68851.382812 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -68851.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67713.726562 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -67713.73 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68059.445312 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -68059.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68162.929688 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -68162.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68232.679688 Penalty: 2113.406738
	Iteration 3F: 3 clusters Score -68232.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68266.492188 Penalty: 2113.406738
	Iteration 4Q: 3 clusters Score -68266.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68301.484375 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -68301.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68325.132812 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -68325.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68338.726562 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -68338.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68365.351562 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -68365.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68400.953125 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -68400.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68431.054688 Penalty: 2113.406738
	Iteration 10Q: 3 clusters Score -68431.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68441.148438 Penalty: 2113.406738
	Iteration 11Q: 3 clusters Score -68441.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68442.625000 Penalty: 2113.406738
	Iteration 12Q: 3 clusters Score -68442.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68443.335938 Penalty: 2113.406738
	Iteration 13Q: 3 clusters Score -68443.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68443.335938 Penalty: 2113.406738
	Iteration 14F: 3 clusters Score -68443.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Entering Unmasked Estep 
Score: -10150487.000000 Penalty: 1832.032471
	Iteration 0F: 2 clusters Score -1.015049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -10098287.000000 Penalty: 3664.064941
	Iteration 0F: 3 clusters Score -1.009829e+07 nChanged 37393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -10119761.000000 Penalty: 3664.064941
	Iteration 1F: 3 clusters Score -1.011976e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -10120559.000000 Penalty: 3664.064941
	Iteration 2Q: 3 clusters Score -1.012056e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -10121792.000000 Penalty: 3664.064941
	Iteration 3Q: 3 clusters Score -1.012179e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -10123693.000000 Penalty: 3664.064941
	Iteration 4Q: 3 clusters Score -1.012369e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -10126759.000000 Penalty: 3664.064941
	Iteration 5F: 3 clusters Score -1.012676e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 57809 members 
Entering Unmasked Estep 
Score: -10131045.000000 Penalty: 3664.064941
	Iteration 6F: 3 clusters Score -1.013104e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 63270 members 
Entering Unmasked Estep 
Score: -10136167.000000 Penalty: 3664.064941
	Iteration 7F: 3 clusters Score -1.013617e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -10140685.000000 Penalty: 3664.064941
	Iteration 8F: 3 clusters Score -1.014068e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -10143869.000000 Penalty: 3664.064941
	Iteration 9Q: 3 clusters Score -1.014387e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -10145989.000000 Penalty: 3664.064941
	Iteration 10Q: 3 clusters Score -1.014599e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -10147262.000000 Penalty: 3664.064941
	Iteration 11Q: 3 clusters Score -1.014726e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -10148025.000000 Penalty: 3664.064941
	Iteration 12Q: 3 clusters Score -1.014802e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -10148491.000000 Penalty: 3664.064941
	Iteration 13Q: 3 clusters Score -1.014849e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 77819 members 
Entering Unmasked Estep 
Score: -10148720.000000 Penalty: 3664.064941
	Iteration 14Q: 3 clusters Score -1.014872e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -10148819.000000 Penalty: 3664.064941
	Iteration 15Q: 3 clusters Score -1.014882e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 78068 members 
Entering Unmasked Estep 
Score: -10148882.000000 Penalty: 3664.064941
	Iteration 16Q: 3 clusters Score -1.014888e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -10148915.000000 Penalty: 3664.064941
	Iteration 17Q: 3 clusters Score -1.014892e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -10148962.000000 Penalty: 3664.064941
	Iteration 18Q: 3 clusters Score -1.014896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 78212 members 
Entering Unmasked Estep 
Score: -10148991.000000 Penalty: 3664.064941
	Iteration 19Q: 3 clusters Score -1.014899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -10149008.000000 Penalty: 3664.064941
	Iteration 20F: 3 clusters Score -1.014901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -10149025.000000 Penalty: 3664.064941
	Iteration 21Q: 3 clusters Score -1.014902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 78270 members 
Entering Unmasked Estep 
Score: -10149039.000000 Penalty: 3664.064941
	Iteration 22Q: 3 clusters Score -1.014904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 78277 members 
Entering Unmasked Estep 
Score: -10149049.000000 Penalty: 3664.064941
	Iteration 23Q: 3 clusters Score -1.014905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -10149056.000000 Penalty: 3664.064941
	Iteration 24Q: 3 clusters Score -1.014906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 78293 members 
Entering Unmasked Estep 
Score: -10149067.000000 Penalty: 3664.064941
	Iteration 25Q: 3 clusters Score -1.014907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -10149065.000000 Penalty: 3664.064941
	Iteration 26Q: 3 clusters Score -1.014906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -10149062.000000 Penalty: 3664.064941
	Iteration 27Q: 3 clusters Score -1.014906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -10149073.000000 Penalty: 3664.064941
	Iteration 28Q: 3 clusters Score -1.014907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -10149063.000000 Penalty: 3664.064941
	Iteration 29Q: 3 clusters Score -1.014906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -10149067.000000 Penalty: 3664.064941
	Iteration 30Q: 3 clusters Score -1.014907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -10149072.000000 Penalty: 3664.064941
	Iteration 31Q: 3 clusters Score -1.014907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -10149074.000000 Penalty: 3664.064941
	Iteration 32Q: 3 clusters Score -1.014907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 78312 members 
Entering Unmasked Estep 
Score: -10149085.000000 Penalty: 3664.064941
	Iteration 33Q: 3 clusters Score -1.014908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -10149073.000000 Penalty: 3664.064941
	Iteration 34Q: 3 clusters Score -1.014907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10149085.000000 Penalty: 3664.064941
	Iteration 35Q: 3 clusters Score -1.014908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -10149088.000000 Penalty: 3664.064941
	Iteration 36Q: 3 clusters Score -1.014909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -10149088.000000 Penalty: 3664.064941
	Iteration 37F: 3 clusters Score -1.014909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -309631.812500 Penalty: 1266.591797
	Iteration 0F: 2 clusters Score -309631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -307277.500000 Penalty: 2533.183594
	Iteration 0F: 3 clusters Score -307277.5 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -307814.031250 Penalty: 2533.183594
	Iteration 1F: 3 clusters Score -307814 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -307957.875000 Penalty: 2533.183594
	Iteration 2F: 3 clusters Score -307957.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -308048.687500 Penalty: 2533.183594
	Iteration 3F: 3 clusters Score -308048.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -308107.875000 Penalty: 2533.183594
	Iteration 4Q: 3 clusters Score -308107.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -308156.250000 Penalty: 2533.183594
	Iteration 5Q: 3 clusters Score -308156.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -308187.156250 Penalty: 2533.183594
	Iteration 6Q: 3 clusters Score -308187.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -308215.468750 Penalty: 2533.183594
	Iteration 7Q: 3 clusters Score -308215.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -308231.093750 Penalty: 2533.183594
	Iteration 8Q: 3 clusters Score -308231.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -308245.625000 Penalty: 2533.183594
	Iteration 9Q: 3 clusters Score -308245.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -308257.875000 Penalty: 2533.183594
	Iteration 10Q: 3 clusters Score -308257.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -308262.625000 Penalty: 2533.183594
	Iteration 11Q: 3 clusters Score -308262.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -308268.250000 Penalty: 2533.183594
	Iteration 12Q: 3 clusters Score -308268.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -308274.156250 Penalty: 2533.183594
	Iteration 13Q: 3 clusters Score -308274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -308278.375000 Penalty: 2533.183594
	Iteration 14Q: 3 clusters Score -308278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -308281.312500 Penalty: 2533.183594
	Iteration 15Q: 3 clusters Score -308281.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -308287.031250 Penalty: 2533.183594
	Iteration 16Q: 3 clusters Score -308287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -308294.218750 Penalty: 2533.183594
	Iteration 17Q: 3 clusters Score -308294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -308299.906250 Penalty: 2533.183594
	Iteration 18Q: 3 clusters Score -308299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -308305.250000 Penalty: 2533.183594
	Iteration 19Q: 3 clusters Score -308305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -308308.343750 Penalty: 2533.183594
	Iteration 20F: 3 clusters Score -308308.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -308310.468750 Penalty: 2533.183594
	Iteration 21Q: 3 clusters Score -308310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -308312.937500 Penalty: 2533.183594
	Iteration 22Q: 3 clusters Score -308312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -308314.343750 Penalty: 2533.183594
	Iteration 23Q: 3 clusters Score -308314.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -308318.000000 Penalty: 2533.183594
	Iteration 24Q: 3 clusters Score -308318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -308320.718750 Penalty: 2533.183594
	Iteration 25Q: 3 clusters Score -308320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -308323.156250 Penalty: 2533.183594
	Iteration 26Q: 3 clusters Score -308323.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -308326.250000 Penalty: 2533.183594
	Iteration 27Q: 3 clusters Score -308326.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -308332.531250 Penalty: 2533.183594
	Iteration 28Q: 3 clusters Score -308332.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -308337.468750 Penalty: 2533.183594
	Iteration 29Q: 3 clusters Score -308337.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -308340.968750 Penalty: 2533.183594
	Iteration 30Q: 3 clusters Score -308341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -308343.250000 Penalty: 2533.183594
	Iteration 31Q: 3 clusters Score -308343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -308345.468750 Penalty: 2533.183594
	Iteration 32Q: 3 clusters Score -308345.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -308350.125000 Penalty: 2533.183594
	Iteration 33Q: 3 clusters Score -308350.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -308353.375000 Penalty: 2533.183594
	Iteration 34Q: 3 clusters Score -308353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -308357.812500 Penalty: 2533.183594
	Iteration 35Q: 3 clusters Score -308357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -308360.218750 Penalty: 2533.183594
	Iteration 36Q: 3 clusters Score -308360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -308364.562500 Penalty: 2533.183594
	Iteration 37Q: 3 clusters Score -308364.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -308370.156250 Penalty: 2533.183594
	Iteration 38Q: 3 clusters Score -308370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -308374.687500 Penalty: 2533.183594
	Iteration 39Q: 3 clusters Score -308374.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -308377.500000 Penalty: 2533.183594
	Iteration 40F: 3 clusters Score -308377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -308380.375000 Penalty: 2533.183594
	Iteration 41Q: 3 clusters Score -308380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -308380.843750 Penalty: 2533.183594
	Iteration 42Q: 3 clusters Score -308380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -308382.031250 Penalty: 2533.183594
	Iteration 43Q: 3 clusters Score -308382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -308383.437500 Penalty: 2533.183594
	Iteration 44Q: 3 clusters Score -308383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -308384.250000 Penalty: 2533.183594
	Iteration 45Q: 3 clusters Score -308384.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -308385.406250 Penalty: 2533.183594
	Iteration 46Q: 3 clusters Score -308385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -308385.656250 Penalty: 2533.183594
	Iteration 47Q: 3 clusters Score -308385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -308385.656250 Penalty: 2533.183594
	Iteration 48F: 3 clusters Score -308385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -2613664.750000 Penalty: 1618.532227
	Iteration 0F: 2 clusters Score -2613665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2599328.500000 Penalty: 3237.064453
	Iteration 0F: 3 clusters Score -2599328 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -2604608.500000 Penalty: 3237.064453
	Iteration 1F: 3 clusters Score -2604608 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2605007.750000 Penalty: 3237.064453
	Iteration 2F: 3 clusters Score -2605008 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2605329.000000 Penalty: 3237.064453
	Iteration 3Q: 3 clusters Score -2605329 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2605633.000000 Penalty: 3237.064453
	Iteration 4Q: 3 clusters Score -2605633 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2605969.250000 Penalty: 3237.064453
	Iteration 5Q: 3 clusters Score -2605969 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2606380.250000 Penalty: 3237.064453
	Iteration 6Q: 3 clusters Score -2606380 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2606879.250000 Penalty: 3237.064453
	Iteration 7Q: 3 clusters Score -2606879 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2607496.000000 Penalty: 3237.064453
	Iteration 8Q: 3 clusters Score -2607496 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2608245.250000 Penalty: 3237.064453
	Iteration 9F: 3 clusters Score -2608245 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2609098.000000 Penalty: 3237.064453
	Iteration 10F: 3 clusters Score -2609098 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2610001.750000 Penalty: 3237.064453
	Iteration 11F: 3 clusters Score -2610002 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2610801.250000 Penalty: 3237.064453
	Iteration 12Q: 3 clusters Score -2610801 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2611364.250000 Penalty: 3237.064453
	Iteration 13Q: 3 clusters Score -2611364 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2611692.250000 Penalty: 3237.064453
	Iteration 14Q: 3 clusters Score -2611692 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2611920.250000 Penalty: 3237.064453
	Iteration 15Q: 3 clusters Score -2611920 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2612026.250000 Penalty: 3237.064453
	Iteration 16Q: 3 clusters Score -2612026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2612094.000000 Penalty: 3237.064453
	Iteration 17Q: 3 clusters Score -2612094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2612154.500000 Penalty: 3237.064453
	Iteration 18Q: 3 clusters Score -2612154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2612188.750000 Penalty: 3237.064453
	Iteration 19Q: 3 clusters Score -2612189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2612207.250000 Penalty: 3237.064453
	Iteration 20F: 3 clusters Score -2612207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2612227.750000 Penalty: 3237.064453
	Iteration 21Q: 3 clusters Score -2612228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -2612231.250000 Penalty: 3237.064453
	Iteration 22Q: 3 clusters Score -2612231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2612238.000000 Penalty: 3237.064453
	Iteration 23Q: 3 clusters Score -2612238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2612240.250000 Penalty: 3237.064453
	Iteration 24Q: 3 clusters Score -2612240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2612247.500000 Penalty: 3237.064453
	Iteration 25Q: 3 clusters Score -2612248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2612256.500000 Penalty: 3237.064453
	Iteration 26Q: 3 clusters Score -2612256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2612259.750000 Penalty: 3237.064453
	Iteration 27Q: 3 clusters Score -2612260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2612260.250000 Penalty: 3237.064453
	Iteration 28Q: 3 clusters Score -2612260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2612262.500000 Penalty: 3237.064453
	Iteration 29Q: 3 clusters Score -2612262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2612265.250000 Penalty: 3237.064453
	Iteration 30Q: 3 clusters Score -2612265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2612265.250000 Penalty: 3237.064453
	Iteration 31F: 3 clusters Score -2612265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -986613.625000 Penalty: 1457.405762
	Iteration 0F: 2 clusters Score -986613.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -980903.375000 Penalty: 2914.811523
	Iteration 0F: 3 clusters Score -980903.4 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -982725.937500 Penalty: 2914.811523
	Iteration 1F: 3 clusters Score -982725.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -982953.937500 Penalty: 2914.811523
	Iteration 2F: 3 clusters Score -982953.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -983138.812500 Penalty: 2914.811523
	Iteration 3Q: 3 clusters Score -983138.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -983314.125000 Penalty: 2914.811523
	Iteration 4Q: 3 clusters Score -983314.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -983497.500000 Penalty: 2914.811523
	Iteration 5Q: 3 clusters Score -983497.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -983676.187500 Penalty: 2914.811523
	Iteration 6Q: 3 clusters Score -983676.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -983812.500000 Penalty: 2914.811523
	Iteration 7Q: 3 clusters Score -983812.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -983923.187500 Penalty: 2914.811523
	Iteration 8Q: 3 clusters Score -983923.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -983990.062500 Penalty: 2914.811523
	Iteration 9Q: 3 clusters Score -983990.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -984050.750000 Penalty: 2914.811523
	Iteration 10Q: 3 clusters Score -984050.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -984104.437500 Penalty: 2914.811523
	Iteration 11Q: 3 clusters Score -984104.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -984145.687500 Penalty: 2914.811523
	Iteration 12Q: 3 clusters Score -984145.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -984185.625000 Penalty: 2914.811523
	Iteration 13Q: 3 clusters Score -984185.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -984228.500000 Penalty: 2914.811523
	Iteration 14Q: 3 clusters Score -984228.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -984263.562500 Penalty: 2914.811523
	Iteration 15Q: 3 clusters Score -984263.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -984299.937500 Penalty: 2914.811523
	Iteration 16Q: 3 clusters Score -984299.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -984325.375000 Penalty: 2914.811523
	Iteration 17Q: 3 clusters Score -984325.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -984346.875000 Penalty: 2914.811523
	Iteration 18Q: 3 clusters Score -984346.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -984371.000000 Penalty: 2914.811523
	Iteration 19Q: 3 clusters Score -984371 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -984397.437500 Penalty: 2914.811523
	Iteration 20F: 3 clusters Score -984397.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -984416.875000 Penalty: 2914.811523
	Iteration 21Q: 3 clusters Score -984416.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -984440.562500 Penalty: 2914.811523
	Iteration 22Q: 3 clusters Score -984440.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -984467.000000 Penalty: 2914.811523
	Iteration 23Q: 3 clusters Score -984467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -984510.000000 Penalty: 2914.811523
	Iteration 24Q: 3 clusters Score -984510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -984558.125000 Penalty: 2914.811523
	Iteration 25Q: 3 clusters Score -984558.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -984613.750000 Penalty: 2914.811523
	Iteration 26Q: 3 clusters Score -984613.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -984667.125000 Penalty: 2914.811523
	Iteration 27Q: 3 clusters Score -984667.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -984741.875000 Penalty: 2914.811523
	Iteration 28Q: 3 clusters Score -984741.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -984835.562500 Penalty: 2914.811523
	Iteration 29Q: 3 clusters Score -984835.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -984912.312500 Penalty: 2914.811523
	Iteration 30Q: 3 clusters Score -984912.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -984977.125000 Penalty: 2914.811523
	Iteration 31Q: 3 clusters Score -984977.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -985038.250000 Penalty: 2914.811523
	Iteration 32Q: 3 clusters Score -985038.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -985097.562500 Penalty: 2914.811523
	Iteration 33Q: 3 clusters Score -985097.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -985155.187500 Penalty: 2914.811523
	Iteration 34Q: 3 clusters Score -985155.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -985205.562500 Penalty: 2914.811523
	Iteration 35Q: 3 clusters Score -985205.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -985239.500000 Penalty: 2914.811523
	Iteration 36Q: 3 clusters Score -985239.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -985281.625000 Penalty: 2914.811523
	Iteration 37Q: 3 clusters Score -985281.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -985322.750000 Penalty: 2914.811523
	Iteration 38Q: 3 clusters Score -985322.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -985356.062500 Penalty: 2914.811523
	Iteration 39Q: 3 clusters Score -985356.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -985372.875000 Penalty: 2914.811523
	Iteration 40F: 3 clusters Score -985372.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -985380.812500 Penalty: 2914.811523
	Iteration 41Q: 3 clusters Score -985380.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -985386.562500 Penalty: 2914.811523
	Iteration 42Q: 3 clusters Score -985386.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -985396.812500 Penalty: 2914.811523
	Iteration 43Q: 3 clusters Score -985396.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -985402.437500 Penalty: 2914.811523
	Iteration 44Q: 3 clusters Score -985402.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -985402.937500 Penalty: 2914.811523
	Iteration 45Q: 3 clusters Score -985402.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -985408.437500 Penalty: 2914.811523
	Iteration 46Q: 3 clusters Score -985408.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -985413.000000 Penalty: 2914.811523
	Iteration 47Q: 3 clusters Score -985413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -985417.625000 Penalty: 2914.811523
	Iteration 48Q: 3 clusters Score -985417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -985420.937500 Penalty: 2914.811523
	Iteration 49Q: 3 clusters Score -985420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -985422.625000 Penalty: 2914.811523
	Iteration 50Q: 3 clusters Score -985422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -985425.000000 Penalty: 2914.811523
	Iteration 51Q: 3 clusters Score -985425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -985425.687500 Penalty: 2914.811523
	Iteration 52Q: 3 clusters Score -985425.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -985426.687500 Penalty: 2914.811523
	Iteration 53Q: 3 clusters Score -985426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -985427.625000 Penalty: 2914.811523
	Iteration 54Q: 3 clusters Score -985427.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -985429.562500 Penalty: 2914.811523
	Iteration 55Q: 3 clusters Score -985429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -985429.687500 Penalty: 2914.811523
	Iteration 56Q: 3 clusters Score -985429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -985430.687500 Penalty: 2914.811523
	Iteration 57Q: 3 clusters Score -985430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -985430.687500 Penalty: 2914.811523
	Iteration 58F: 3 clusters Score -985430.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -10544.123047 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -10544.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10054.801758 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -10054.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -10268.440430 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -10268.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -10388.579102 Penalty: 1657.456543
	Iteration 2F: 3 clusters Score -10388.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10440.487305 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -10440.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10451.126953 Penalty: 1657.456543
	Iteration 4Q: 3 clusters Score -10451.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10466.119141 Penalty: 1657.456543
	Iteration 5Q: 3 clusters Score -10466.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10466.119141 Penalty: 1657.456543
	Iteration 6F: 3 clusters Score -10466.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58857 members 
Entering Unmasked Estep 
Score: -7682095.000000 Penalty: 1784.715820
	Iteration 0F: 2 clusters Score -7682095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -7643154.500000 Penalty: 3569.431641
	Iteration 0F: 3 clusters Score -7643154 nChanged 27736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -7658986.500000 Penalty: 3569.431641
	Iteration 1F: 3 clusters Score -7658986 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -7659681.500000 Penalty: 3569.431641
	Iteration 2Q: 3 clusters Score -7659682 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -7660589.000000 Penalty: 3569.431641
	Iteration 3Q: 3 clusters Score -7660589 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -7661817.500000 Penalty: 3569.431641
	Iteration 4Q: 3 clusters Score -7661818 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -7663558.000000 Penalty: 3569.431641
	Iteration 5F: 3 clusters Score -7663558 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -7666055.500000 Penalty: 3569.431641
	Iteration 6F: 3 clusters Score -7666056 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -7669461.000000 Penalty: 3569.431641
	Iteration 7F: 3 clusters Score -7669461 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -7673130.500000 Penalty: 3569.431641
	Iteration 8F: 3 clusters Score -7673130 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7676494.500000 Penalty: 3569.431641
	Iteration 9F: 3 clusters Score -7676494 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7678578.500000 Penalty: 3569.431641
	Iteration 10Q: 3 clusters Score -7678578 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7679624.000000 Penalty: 3569.431641
	Iteration 11Q: 3 clusters Score -7679624 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7680096.500000 Penalty: 3569.431641
	Iteration 12Q: 3 clusters Score -7680096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7680327.500000 Penalty: 3569.431641
	Iteration 13Q: 3 clusters Score -7680328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7680411.000000 Penalty: 3569.431641
	Iteration 14Q: 3 clusters Score -7680411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7680462.000000 Penalty: 3569.431641
	Iteration 15Q: 3 clusters Score -7680462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7680487.000000 Penalty: 3569.431641
	Iteration 16Q: 3 clusters Score -7680487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -7680503.000000 Penalty: 3569.431641
	Iteration 17Q: 3 clusters Score -7680503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -7680516.000000 Penalty: 3569.431641
	Iteration 18Q: 3 clusters Score -7680516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -7680522.000000 Penalty: 3569.431641
	Iteration 19Q: 3 clusters Score -7680522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7680531.500000 Penalty: 3569.431641
	Iteration 20F: 3 clusters Score -7680532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7680532.500000 Penalty: 3569.431641
	Iteration 21Q: 3 clusters Score -7680532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7680533.500000 Penalty: 3569.431641
	Iteration 22Q: 3 clusters Score -7680534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -7680533.500000 Penalty: 3569.431641
	Iteration 23F: 3 clusters Score -7680534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Entering Unmasked Estep 
Score: -510604.000000 Penalty: 1352.428589
	Iteration 0F: 2 clusters Score -510604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -507211.437500 Penalty: 2704.857178
	Iteration 0F: 3 clusters Score -507211.4 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -508123.625000 Penalty: 2704.857178
	Iteration 1F: 3 clusters Score -508123.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -508266.156250 Penalty: 2704.857178
	Iteration 2F: 3 clusters Score -508266.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -508342.812500 Penalty: 2704.857178
	Iteration 3Q: 3 clusters Score -508342.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -508397.906250 Penalty: 2704.857178
	Iteration 4Q: 3 clusters Score -508397.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -508438.781250 Penalty: 2704.857178
	Iteration 5Q: 3 clusters Score -508438.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -508474.562500 Penalty: 2704.857178
	Iteration 6Q: 3 clusters Score -508474.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -508500.687500 Penalty: 2704.857178
	Iteration 7Q: 3 clusters Score -508500.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -508522.000000 Penalty: 2704.857178
	Iteration 8Q: 3 clusters Score -508522 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -508541.531250 Penalty: 2704.857178
	Iteration 9Q: 3 clusters Score -508541.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -508556.406250 Penalty: 2704.857178
	Iteration 10Q: 3 clusters Score -508556.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -508563.812500 Penalty: 2704.857178
	Iteration 11Q: 3 clusters Score -508563.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -508574.125000 Penalty: 2704.857178
	Iteration 12Q: 3 clusters Score -508574.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -508584.781250 Penalty: 2704.857178
	Iteration 13Q: 3 clusters Score -508584.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -508593.375000 Penalty: 2704.857178
	Iteration 14Q: 3 clusters Score -508593.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -508602.531250 Penalty: 2704.857178
	Iteration 15Q: 3 clusters Score -508602.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -508609.875000 Penalty: 2704.857178
	Iteration 16Q: 3 clusters Score -508609.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -508616.718750 Penalty: 2704.857178
	Iteration 17Q: 3 clusters Score -508616.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -508624.781250 Penalty: 2704.857178
	Iteration 18Q: 3 clusters Score -508624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -508632.156250 Penalty: 2704.857178
	Iteration 19Q: 3 clusters Score -508632.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -508643.375000 Penalty: 2704.857178
	Iteration 20F: 3 clusters Score -508643.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -508654.500000 Penalty: 2704.857178
	Iteration 21Q: 3 clusters Score -508654.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -508663.718750 Penalty: 2704.857178
	Iteration 22Q: 3 clusters Score -508663.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -508673.937500 Penalty: 2704.857178
	Iteration 23Q: 3 clusters Score -508673.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -508685.281250 Penalty: 2704.857178
	Iteration 24Q: 3 clusters Score -508685.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -508698.500000 Penalty: 2704.857178
	Iteration 25Q: 3 clusters Score -508698.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -508717.781250 Penalty: 2704.857178
	Iteration 26Q: 3 clusters Score -508717.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -508736.718750 Penalty: 2704.857178
	Iteration 27Q: 3 clusters Score -508736.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -508753.312500 Penalty: 2704.857178
	Iteration 28Q: 3 clusters Score -508753.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -508767.156250 Penalty: 2704.857178
	Iteration 29Q: 3 clusters Score -508767.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -508780.656250 Penalty: 2704.857178
	Iteration 30Q: 3 clusters Score -508780.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -508790.718750 Penalty: 2704.857178
	Iteration 31Q: 3 clusters Score -508790.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -508798.750000 Penalty: 2704.857178
	Iteration 32Q: 3 clusters Score -508798.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -508807.750000 Penalty: 2704.857178
	Iteration 33Q: 3 clusters Score -508807.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -508815.093750 Penalty: 2704.857178
	Iteration 34Q: 3 clusters Score -508815.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -508830.125000 Penalty: 2704.857178
	Iteration 35Q: 3 clusters Score -508830.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -508843.000000 Penalty: 2704.857178
	Iteration 36Q: 3 clusters Score -508843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -508862.968750 Penalty: 2704.857178
	Iteration 37Q: 3 clusters Score -508863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -508880.437500 Penalty: 2704.857178
	Iteration 38Q: 3 clusters Score -508880.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -508900.937500 Penalty: 2704.857178
	Iteration 39Q: 3 clusters Score -508900.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -508922.781250 Penalty: 2704.857178
	Iteration 40F: 3 clusters Score -508922.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -508947.437500 Penalty: 2704.857178
	Iteration 41Q: 3 clusters Score -508947.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -508972.093750 Penalty: 2704.857178
	Iteration 42Q: 3 clusters Score -508972.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -508997.781250 Penalty: 2704.857178
	Iteration 43Q: 3 clusters Score -508997.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -509029.281250 Penalty: 2704.857178
	Iteration 44Q: 3 clusters Score -509029.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -509063.156250 Penalty: 2704.857178
	Iteration 45Q: 3 clusters Score -509063.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -509091.406250 Penalty: 2704.857178
	Iteration 46Q: 3 clusters Score -509091.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -509115.312500 Penalty: 2704.857178
	Iteration 47Q: 3 clusters Score -509115.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -509137.875000 Penalty: 2704.857178
	Iteration 48Q: 3 clusters Score -509137.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -509162.875000 Penalty: 2704.857178
	Iteration 49Q: 3 clusters Score -509162.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -509181.718750 Penalty: 2704.857178
	Iteration 50Q: 3 clusters Score -509181.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -509194.906250 Penalty: 2704.857178
	Iteration 51Q: 3 clusters Score -509194.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -509209.218750 Penalty: 2704.857178
	Iteration 52Q: 3 clusters Score -509209.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -509220.031250 Penalty: 2704.857178
	Iteration 53Q: 3 clusters Score -509220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -509232.937500 Penalty: 2704.857178
	Iteration 54Q: 3 clusters Score -509232.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -509247.906250 Penalty: 2704.857178
	Iteration 55Q: 3 clusters Score -509247.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -509265.062500 Penalty: 2704.857178
	Iteration 56Q: 3 clusters Score -509265.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -509274.468750 Penalty: 2704.857178
	Iteration 57Q: 3 clusters Score -509274.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -509288.437500 Penalty: 2704.857178
	Iteration 58Q: 3 clusters Score -509288.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -509302.187500 Penalty: 2704.857178
	Iteration 59Q: 3 clusters Score -509302.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -509315.093750 Penalty: 2704.857178
	Iteration 60F: 3 clusters Score -509315.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -509325.937500 Penalty: 2704.857178
	Iteration 61Q: 3 clusters Score -509325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -509333.406250 Penalty: 2704.857178
	Iteration 62Q: 3 clusters Score -509333.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -509339.312500 Penalty: 2704.857178
	Iteration 63Q: 3 clusters Score -509339.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -509343.125000 Penalty: 2704.857178
	Iteration 64Q: 3 clusters Score -509343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -509349.125000 Penalty: 2704.857178
	Iteration 65Q: 3 clusters Score -509349.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -509352.781250 Penalty: 2704.857178
	Iteration 66Q: 3 clusters Score -509352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -509360.156250 Penalty: 2704.857178
	Iteration 67Q: 3 clusters Score -509360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -509366.187500 Penalty: 2704.857178
	Iteration 68Q: 3 clusters Score -509366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -509372.718750 Penalty: 2704.857178
	Iteration 69Q: 3 clusters Score -509372.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -509375.781250 Penalty: 2704.857178
	Iteration 70Q: 3 clusters Score -509375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -509380.656250 Penalty: 2704.857178
	Iteration 71Q: 3 clusters Score -509380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -509387.187500 Penalty: 2704.857178
	Iteration 72Q: 3 clusters Score -509387.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -509393.062500 Penalty: 2704.857178
	Iteration 73Q: 3 clusters Score -509393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -509404.562500 Penalty: 2704.857178
	Iteration 74Q: 3 clusters Score -509404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -509411.812500 Penalty: 2704.857178
	Iteration 75Q: 3 clusters Score -509411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -509417.406250 Penalty: 2704.857178
	Iteration 76Q: 3 clusters Score -509417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -509419.375000 Penalty: 2704.857178
	Iteration 77Q: 3 clusters Score -509419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -509421.500000 Penalty: 2704.857178
	Iteration 78Q: 3 clusters Score -509421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -509423.031250 Penalty: 2704.857178
	Iteration 79Q: 3 clusters Score -509423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -509424.906250 Penalty: 2704.857178
	Iteration 80F: 3 clusters Score -509424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -509425.875000 Penalty: 2704.857178
	Iteration 81Q: 3 clusters Score -509425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -509426.593750 Penalty: 2704.857178
	Iteration 82Q: 3 clusters Score -509426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -509427.468750 Penalty: 2704.857178
	Iteration 83Q: 3 clusters Score -509427.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -509432.437500 Penalty: 2704.857178
	Iteration 84Q: 3 clusters Score -509432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -509437.062500 Penalty: 2704.857178
	Iteration 85Q: 3 clusters Score -509437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -509441.843750 Penalty: 2704.857178
	Iteration 86Q: 3 clusters Score -509441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -509448.281250 Penalty: 2704.857178
	Iteration 87Q: 3 clusters Score -509448.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -509453.968750 Penalty: 2704.857178
	Iteration 88Q: 3 clusters Score -509454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -509460.375000 Penalty: 2704.857178
	Iteration 89Q: 3 clusters Score -509460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -509465.968750 Penalty: 2704.857178
	Iteration 90Q: 3 clusters Score -509466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -509474.625000 Penalty: 2704.857178
	Iteration 91Q: 3 clusters Score -509474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -509482.718750 Penalty: 2704.857178
	Iteration 92Q: 3 clusters Score -509482.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -509485.218750 Penalty: 2704.857178
	Iteration 93Q: 3 clusters Score -509485.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -509487.718750 Penalty: 2704.857178
	Iteration 94Q: 3 clusters Score -509487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -509489.875000 Penalty: 2704.857178
	Iteration 95Q: 3 clusters Score -509489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -509490.031250 Penalty: 2704.857178
	Iteration 96Q: 3 clusters Score -509490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -509490.031250 Penalty: 2704.857178
	Iteration 97F: 3 clusters Score -509490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Entering Unmasked Estep 
Score: -421081.781250 Penalty: 1318.334473
	Iteration 0F: 2 clusters Score -421081.8 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 1656 members 
Entering Unmasked Estep 
Score: -418170.750000 Penalty: 2636.668945
	Iteration 0F: 3 clusters Score -418170.8 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -418880.906250 Penalty: 2636.668945
	Iteration 1F: 3 clusters Score -418880.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -419026.468750 Penalty: 2636.668945
	Iteration 2F: 3 clusters Score -419026.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -419112.406250 Penalty: 2636.668945
	Iteration 3Q: 3 clusters Score -419112.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -419175.781250 Penalty: 2636.668945
	Iteration 4Q: 3 clusters Score -419175.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -419227.625000 Penalty: 2636.668945
	Iteration 5Q: 3 clusters Score -419227.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -419267.218750 Penalty: 2636.668945
	Iteration 6Q: 3 clusters Score -419267.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -419295.968750 Penalty: 2636.668945
	Iteration 7Q: 3 clusters Score -419296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -419319.281250 Penalty: 2636.668945
	Iteration 8Q: 3 clusters Score -419319.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -419334.531250 Penalty: 2636.668945
	Iteration 9Q: 3 clusters Score -419334.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -419348.812500 Penalty: 2636.668945
	Iteration 10Q: 3 clusters Score -419348.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -419359.875000 Penalty: 2636.668945
	Iteration 11Q: 3 clusters Score -419359.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -419372.500000 Penalty: 2636.668945
	Iteration 12Q: 3 clusters Score -419372.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -419381.937500 Penalty: 2636.668945
	Iteration 13Q: 3 clusters Score -419381.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -419391.062500 Penalty: 2636.668945
	Iteration 14Q: 3 clusters Score -419391.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -419398.312500 Penalty: 2636.668945
	Iteration 15Q: 3 clusters Score -419398.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -419406.656250 Penalty: 2636.668945
	Iteration 16Q: 3 clusters Score -419406.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419410.875000 Penalty: 2636.668945
	Iteration 17Q: 3 clusters Score -419410.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -419414.750000 Penalty: 2636.668945
	Iteration 18Q: 3 clusters Score -419414.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -419419.593750 Penalty: 2636.668945
	Iteration 19Q: 3 clusters Score -419419.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -419426.437500 Penalty: 2636.668945
	Iteration 20F: 3 clusters Score -419426.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -419432.312500 Penalty: 2636.668945
	Iteration 21Q: 3 clusters Score -419432.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -419437.406250 Penalty: 2636.668945
	Iteration 22Q: 3 clusters Score -419437.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -419443.718750 Penalty: 2636.668945
	Iteration 23Q: 3 clusters Score -419443.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -419448.375000 Penalty: 2636.668945
	Iteration 24Q: 3 clusters Score -419448.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -419457.156250 Penalty: 2636.668945
	Iteration 25Q: 3 clusters Score -419457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -419466.531250 Penalty: 2636.668945
	Iteration 26Q: 3 clusters Score -419466.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -419474.468750 Penalty: 2636.668945
	Iteration 27Q: 3 clusters Score -419474.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -419486.968750 Penalty: 2636.668945
	Iteration 28Q: 3 clusters Score -419487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -419499.781250 Penalty: 2636.668945
	Iteration 29Q: 3 clusters Score -419499.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -419512.968750 Penalty: 2636.668945
	Iteration 30Q: 3 clusters Score -419513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -419524.187500 Penalty: 2636.668945
	Iteration 31Q: 3 clusters Score -419524.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -419536.531250 Penalty: 2636.668945
	Iteration 32Q: 3 clusters Score -419536.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -419550.656250 Penalty: 2636.668945
	Iteration 33Q: 3 clusters Score -419550.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -419562.031250 Penalty: 2636.668945
	Iteration 34Q: 3 clusters Score -419562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -419573.343750 Penalty: 2636.668945
	Iteration 35Q: 3 clusters Score -419573.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -419588.937500 Penalty: 2636.668945
	Iteration 36Q: 3 clusters Score -419588.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -419607.750000 Penalty: 2636.668945
	Iteration 37Q: 3 clusters Score -419607.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -419620.468750 Penalty: 2636.668945
	Iteration 38Q: 3 clusters Score -419620.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -419637.031250 Penalty: 2636.668945
	Iteration 39Q: 3 clusters Score -419637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -419654.625000 Penalty: 2636.668945
	Iteration 40F: 3 clusters Score -419654.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -419672.125000 Penalty: 2636.668945
	Iteration 41Q: 3 clusters Score -419672.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -419688.406250 Penalty: 2636.668945
	Iteration 42Q: 3 clusters Score -419688.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -419708.593750 Penalty: 2636.668945
	Iteration 43Q: 3 clusters Score -419708.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -419727.500000 Penalty: 2636.668945
	Iteration 44Q: 3 clusters Score -419727.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -419749.781250 Penalty: 2636.668945
	Iteration 45Q: 3 clusters Score -419749.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -419764.687500 Penalty: 2636.668945
	Iteration 46Q: 3 clusters Score -419764.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -419772.562500 Penalty: 2636.668945
	Iteration 47Q: 3 clusters Score -419772.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -419782.687500 Penalty: 2636.668945
	Iteration 48Q: 3 clusters Score -419782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -419793.062500 Penalty: 2636.668945
	Iteration 49Q: 3 clusters Score -419793.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -419808.156250 Penalty: 2636.668945
	Iteration 50Q: 3 clusters Score -419808.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -419823.906250 Penalty: 2636.668945
	Iteration 51Q: 3 clusters Score -419823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -419840.500000 Penalty: 2636.668945
	Iteration 52Q: 3 clusters Score -419840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -419850.750000 Penalty: 2636.668945
	Iteration 53Q: 3 clusters Score -419850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -419858.875000 Penalty: 2636.668945
	Iteration 54Q: 3 clusters Score -419858.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -419871.343750 Penalty: 2636.668945
	Iteration 55Q: 3 clusters Score -419871.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -419882.375000 Penalty: 2636.668945
	Iteration 56Q: 3 clusters Score -419882.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -419893.625000 Penalty: 2636.668945
	Iteration 57Q: 3 clusters Score -419893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -419898.312500 Penalty: 2636.668945
	Iteration 58Q: 3 clusters Score -419898.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -419907.281250 Penalty: 2636.668945
	Iteration 59Q: 3 clusters Score -419907.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -419914.500000 Penalty: 2636.668945
	Iteration 60F: 3 clusters Score -419914.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -419917.312500 Penalty: 2636.668945
	Iteration 61Q: 3 clusters Score -419917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -419920.562500 Penalty: 2636.668945
	Iteration 62Q: 3 clusters Score -419920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -419927.375000 Penalty: 2636.668945
	Iteration 63Q: 3 clusters Score -419927.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -419930.750000 Penalty: 2636.668945
	Iteration 64Q: 3 clusters Score -419930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -419935.000000 Penalty: 2636.668945
	Iteration 65Q: 3 clusters Score -419935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -419940.656250 Penalty: 2636.668945
	Iteration 66Q: 3 clusters Score -419940.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -419942.187500 Penalty: 2636.668945
	Iteration 67Q: 3 clusters Score -419942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -419944.281250 Penalty: 2636.668945
	Iteration 68Q: 3 clusters Score -419944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -419948.031250 Penalty: 2636.668945
	Iteration 69Q: 3 clusters Score -419948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -419955.093750 Penalty: 2636.668945
	Iteration 70Q: 3 clusters Score -419955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -419958.781250 Penalty: 2636.668945
	Iteration 71Q: 3 clusters Score -419958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -419960.250000 Penalty: 2636.668945
	Iteration 72Q: 3 clusters Score -419960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -419961.093750 Penalty: 2636.668945
	Iteration 73Q: 3 clusters Score -419961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -419963.812500 Penalty: 2636.668945
	Iteration 74Q: 3 clusters Score -419963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -419965.625000 Penalty: 2636.668945
	Iteration 75Q: 3 clusters Score -419965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -419966.312500 Penalty: 2636.668945
	Iteration 76Q: 3 clusters Score -419966.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -419966.312500 Penalty: 2636.668945
	Iteration 77F: 3 clusters Score -419966.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -305696.312500 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -305696.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -303223.500000 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -303223.5 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -303940.000000 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -303940 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -304177.062500 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -304177.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -304379.656250 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -304379.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -304500.781250 Penalty: 2553.555420
	Iteration 4F: 3 clusters Score -304500.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -304587.718750 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -304587.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -304657.062500 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -304657.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -304693.906250 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -304693.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -304720.468750 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -304720.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -304744.281250 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -304744.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -304768.437500 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -304768.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -304805.781250 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -304805.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -304838.843750 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -304838.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -304877.593750 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -304877.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -304909.593750 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -304909.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -304934.937500 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -304934.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -304958.500000 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -304958.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -304982.500000 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -304982.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -305019.062500 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -305019.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -305059.500000 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -305059.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -305081.656250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -305081.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -305099.906250 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -305099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -305109.531250 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -305109.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -305113.250000 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -305113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -305113.218750 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -305113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -305113.812500 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -305113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -305113.812500 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -305113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -305114.375000 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -305114.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -305114.375000 Penalty: 2553.555420
	Iteration 28F: 3 clusters Score -305114.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Entering Unmasked Estep 
Score: -5775142.000000 Penalty: 1739.842163
	Iteration 0F: 2 clusters Score -5775142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -5745138.000000 Penalty: 3479.684326
	Iteration 0F: 3 clusters Score -5745138 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -5756939.500000 Penalty: 3479.684326
	Iteration 1F: 3 clusters Score -5756940 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5757375.000000 Penalty: 3479.684326
	Iteration 2Q: 3 clusters Score -5757375 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5757795.000000 Penalty: 3479.684326
	Iteration 3Q: 3 clusters Score -5757795 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5758279.500000 Penalty: 3479.684326
	Iteration 4Q: 3 clusters Score -5758280 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -5758868.500000 Penalty: 3479.684326
	Iteration 5Q: 3 clusters Score -5758868 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5759622.500000 Penalty: 3479.684326
	Iteration 6Q: 3 clusters Score -5759622 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -5760509.000000 Penalty: 3479.684326
	Iteration 7Q: 3 clusters Score -5760509 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -5761649.500000 Penalty: 3479.684326
	Iteration 8Q: 3 clusters Score -5761650 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5762958.000000 Penalty: 3479.684326
	Iteration 9F: 3 clusters Score -5762958 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -5764455.500000 Penalty: 3479.684326
	Iteration 10F: 3 clusters Score -5764456 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -5766024.500000 Penalty: 3479.684326
	Iteration 11F: 3 clusters Score -5766024 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -5767494.500000 Penalty: 3479.684326
	Iteration 12Q: 3 clusters Score -5767494 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -5768793.000000 Penalty: 3479.684326
	Iteration 13Q: 3 clusters Score -5768793 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -5769941.500000 Penalty: 3479.684326
	Iteration 14Q: 3 clusters Score -5769942 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -5770887.500000 Penalty: 3479.684326
	Iteration 15Q: 3 clusters Score -5770888 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5771732.000000 Penalty: 3479.684326
	Iteration 16Q: 3 clusters Score -5771732 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5772371.000000 Penalty: 3479.684326
	Iteration 17Q: 3 clusters Score -5772371 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5772865.500000 Penalty: 3479.684326
	Iteration 18Q: 3 clusters Score -5772866 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5773221.500000 Penalty: 3479.684326
	Iteration 19Q: 3 clusters Score -5773222 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5773392.500000 Penalty: 3479.684326
	Iteration 20F: 3 clusters Score -5773392 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -5773500.000000 Penalty: 3479.684326
	Iteration 21Q: 3 clusters Score -5773500 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -5773597.000000 Penalty: 3479.684326
	Iteration 22Q: 3 clusters Score -5773597 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5773662.500000 Penalty: 3479.684326
	Iteration 23Q: 3 clusters Score -5773662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -5773707.000000 Penalty: 3479.684326
	Iteration 24Q: 3 clusters Score -5773707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -5773743.500000 Penalty: 3479.684326
	Iteration 25Q: 3 clusters Score -5773744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5773752.000000 Penalty: 3479.684326
	Iteration 26Q: 3 clusters Score -5773752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -5773768.500000 Penalty: 3479.684326
	Iteration 27Q: 3 clusters Score -5773768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5773775.000000 Penalty: 3479.684326
	Iteration 28Q: 3 clusters Score -5773775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -5773783.500000 Penalty: 3479.684326
	Iteration 29Q: 3 clusters Score -5773784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5773789.000000 Penalty: 3479.684326
	Iteration 30Q: 3 clusters Score -5773789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5773795.000000 Penalty: 3479.684326
	Iteration 31Q: 3 clusters Score -5773795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -5773798.000000 Penalty: 3479.684326
	Iteration 32Q: 3 clusters Score -5773798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -5773803.000000 Penalty: 3479.684326
	Iteration 33Q: 3 clusters Score -5773803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5773800.500000 Penalty: 3479.684326
	Iteration 34Q: 3 clusters Score -5773800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5773803.500000 Penalty: 3479.684326
	Iteration 35Q: 3 clusters Score -5773804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -5773810.500000 Penalty: 3479.684326
	Iteration 36Q: 3 clusters Score -5773810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -5773810.000000 Penalty: 3479.684326
	Iteration 37Q: 3 clusters Score -5773810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -5773813.500000 Penalty: 3479.684326
	Iteration 38Q: 3 clusters Score -5773814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5773826.000000 Penalty: 3479.684326
	Iteration 39Q: 3 clusters Score -5773826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -5773825.000000 Penalty: 3479.684326
	Iteration 40F: 3 clusters Score -5773825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -5773830.000000 Penalty: 3479.684326
	Iteration 41Q: 3 clusters Score -5773830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -5773832.000000 Penalty: 3479.684326
	Iteration 42Q: 3 clusters Score -5773832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -5773835.000000 Penalty: 3479.684326
	Iteration 43Q: 3 clusters Score -5773835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -5773836.500000 Penalty: 3479.684326
	Iteration 44Q: 3 clusters Score -5773836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -5773834.500000 Penalty: 3479.684326
	Iteration 45Q: 3 clusters Score -5773834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -5773837.000000 Penalty: 3479.684326
	Iteration 46Q: 3 clusters Score -5773837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -5773837.500000 Penalty: 3479.684326
	Iteration 47Q: 3 clusters Score -5773838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -5773839.500000 Penalty: 3479.684326
	Iteration 48Q: 3 clusters Score -5773840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -5773839.500000 Penalty: 3479.684326
	Iteration 49Q: 3 clusters Score -5773840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5773841.500000 Penalty: 3479.684326
	Iteration 50Q: 3 clusters Score -5773842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5773838.500000 Penalty: 3479.684326
	Iteration 51Q: 3 clusters Score -5773838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -5773837.500000 Penalty: 3479.684326
	Iteration 52Q: 3 clusters Score -5773838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5773838.000000 Penalty: 3479.684326
	Iteration 53Q: 3 clusters Score -5773838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -5773838.000000 Penalty: 3479.684326
	Iteration 54F: 3 clusters Score -5773838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Entering Unmasked Estep 
Score: -3913585.750000 Penalty: 1680.464966
	Iteration 0F: 2 clusters Score -3913586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3892755.500000 Penalty: 3360.929932
	Iteration 0F: 3 clusters Score -3892756 nChanged 14276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -3900651.250000 Penalty: 3360.929932
	Iteration 1F: 3 clusters Score -3900651 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3901096.500000 Penalty: 3360.929932
	Iteration 2Q: 3 clusters Score -3901096 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3901563.500000 Penalty: 3360.929932
	Iteration 3Q: 3 clusters Score -3901564 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -3902050.500000 Penalty: 3360.929932
	Iteration 4Q: 3 clusters Score -3902050 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3902628.250000 Penalty: 3360.929932
	Iteration 5Q: 3 clusters Score -3902628 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3903427.250000 Penalty: 3360.929932
	Iteration 6F: 3 clusters Score -3903427 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3904467.000000 Penalty: 3360.929932
	Iteration 7F: 3 clusters Score -3904467 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3905622.250000 Penalty: 3360.929932
	Iteration 8F: 3 clusters Score -3905622 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3906997.000000 Penalty: 3360.929932
	Iteration 9F: 3 clusters Score -3906997 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3908413.500000 Penalty: 3360.929932
	Iteration 10F: 3 clusters Score -3908414 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3909715.750000 Penalty: 3360.929932
	Iteration 11Q: 3 clusters Score -3909716 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3910666.000000 Penalty: 3360.929932
	Iteration 12Q: 3 clusters Score -3910666 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3911265.000000 Penalty: 3360.929932
	Iteration 13Q: 3 clusters Score -3911265 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3911619.750000 Penalty: 3360.929932
	Iteration 14Q: 3 clusters Score -3911620 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3911874.500000 Penalty: 3360.929932
	Iteration 15Q: 3 clusters Score -3911874 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3912014.000000 Penalty: 3360.929932
	Iteration 16Q: 3 clusters Score -3912014 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3912101.250000 Penalty: 3360.929932
	Iteration 17Q: 3 clusters Score -3912101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3912151.000000 Penalty: 3360.929932
	Iteration 18Q: 3 clusters Score -3912151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3912188.250000 Penalty: 3360.929932
	Iteration 19Q: 3 clusters Score -3912188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3912214.750000 Penalty: 3360.929932
	Iteration 20F: 3 clusters Score -3912215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3912245.500000 Penalty: 3360.929932
	Iteration 21Q: 3 clusters Score -3912246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3912267.500000 Penalty: 3360.929932
	Iteration 22Q: 3 clusters Score -3912268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3912275.250000 Penalty: 3360.929932
	Iteration 23Q: 3 clusters Score -3912275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3912290.250000 Penalty: 3360.929932
	Iteration 24Q: 3 clusters Score -3912290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3912307.000000 Penalty: 3360.929932
	Iteration 25Q: 3 clusters Score -3912307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3912311.500000 Penalty: 3360.929932
	Iteration 26Q: 3 clusters Score -3912312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3912320.750000 Penalty: 3360.929932
	Iteration 27Q: 3 clusters Score -3912321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3912324.750000 Penalty: 3360.929932
	Iteration 28Q: 3 clusters Score -3912325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3912329.500000 Penalty: 3360.929932
	Iteration 29Q: 3 clusters Score -3912330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3912330.250000 Penalty: 3360.929932
	Iteration 30Q: 3 clusters Score -3912330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3912331.250000 Penalty: 3360.929932
	Iteration 31Q: 3 clusters Score -3912331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3912328.750000 Penalty: 3360.929932
	Iteration 32Q: 3 clusters Score -3912329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3912332.750000 Penalty: 3360.929932
	Iteration 33Q: 3 clusters Score -3912333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3912332.500000 Penalty: 3360.929932
	Iteration 34Q: 3 clusters Score -3912332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3912338.000000 Penalty: 3360.929932
	Iteration 35Q: 3 clusters Score -3912338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3912343.250000 Penalty: 3360.929932
	Iteration 36Q: 3 clusters Score -3912343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3912348.500000 Penalty: 3360.929932
	Iteration 37Q: 3 clusters Score -3912348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3912349.000000 Penalty: 3360.929932
	Iteration 38Q: 3 clusters Score -3912349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3912348.500000 Penalty: 3360.929932
	Iteration 39Q: 3 clusters Score -3912348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3912351.000000 Penalty: 3360.929932
	Iteration 40F: 3 clusters Score -3912351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3912348.000000 Penalty: 3360.929932
	Iteration 41Q: 3 clusters Score -3912348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3912346.000000 Penalty: 3360.929932
	Iteration 42Q: 3 clusters Score -3912346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3912350.500000 Penalty: 3360.929932
	Iteration 43Q: 3 clusters Score -3912350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3912350.500000 Penalty: 3360.929932
	Iteration 44Q: 3 clusters Score -3912350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3912350.750000 Penalty: 3360.929932
	Iteration 45Q: 3 clusters Score -3912351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3912349.500000 Penalty: 3360.929932
	Iteration 46Q: 3 clusters Score -3912350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3912352.750000 Penalty: 3360.929932
	Iteration 47Q: 3 clusters Score -3912353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3912352.750000 Penalty: 3360.929932
	Iteration 48Q: 3 clusters Score -3912353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3912353.000000 Penalty: 3360.929932
	Iteration 49Q: 3 clusters Score -3912353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3912351.500000 Penalty: 3360.929932
	Iteration 50Q: 3 clusters Score -3912352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3912351.500000 Penalty: 3360.929932
	Iteration 51Q: 3 clusters Score -3912352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3912351.500000 Penalty: 3360.929932
	Iteration 52F: 3 clusters Score -3912352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Entering Unmasked Estep 
Score: -393085.000000 Penalty: 1316.817871
	Iteration 0F: 2 clusters Score -393085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -390213.593750 Penalty: 2633.635742
	Iteration 0F: 3 clusters Score -390213.6 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -390928.593750 Penalty: 2633.635742
	Iteration 1F: 3 clusters Score -390928.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -391064.531250 Penalty: 2633.635742
	Iteration 2F: 3 clusters Score -391064.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -391170.375000 Penalty: 2633.635742
	Iteration 3Q: 3 clusters Score -391170.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -391264.156250 Penalty: 2633.635742
	Iteration 4Q: 3 clusters Score -391264.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -391348.250000 Penalty: 2633.635742
	Iteration 5Q: 3 clusters Score -391348.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -391428.000000 Penalty: 2633.635742
	Iteration 6Q: 3 clusters Score -391428 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -391512.218750 Penalty: 2633.635742
	Iteration 7Q: 3 clusters Score -391512.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -391597.406250 Penalty: 2633.635742
	Iteration 8Q: 3 clusters Score -391597.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -391707.437500 Penalty: 2633.635742
	Iteration 9Q: 3 clusters Score -391707.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -391809.812500 Penalty: 2633.635742
	Iteration 10Q: 3 clusters Score -391809.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -391890.093750 Penalty: 2633.635742
	Iteration 11Q: 3 clusters Score -391890.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -391954.156250 Penalty: 2633.635742
	Iteration 12Q: 3 clusters Score -391954.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -392006.000000 Penalty: 2633.635742
	Iteration 13Q: 3 clusters Score -392006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -392046.562500 Penalty: 2633.635742
	Iteration 14Q: 3 clusters Score -392046.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -392066.125000 Penalty: 2633.635742
	Iteration 15Q: 3 clusters Score -392066.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -392076.531250 Penalty: 2633.635742
	Iteration 16Q: 3 clusters Score -392076.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -392081.593750 Penalty: 2633.635742
	Iteration 17Q: 3 clusters Score -392081.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -392086.875000 Penalty: 2633.635742
	Iteration 18Q: 3 clusters Score -392086.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -392093.343750 Penalty: 2633.635742
	Iteration 19Q: 3 clusters Score -392093.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -392098.406250 Penalty: 2633.635742
	Iteration 20F: 3 clusters Score -392098.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -392102.687500 Penalty: 2633.635742
	Iteration 21Q: 3 clusters Score -392102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -392106.156250 Penalty: 2633.635742
	Iteration 22Q: 3 clusters Score -392106.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -392107.250000 Penalty: 2633.635742
	Iteration 23Q: 3 clusters Score -392107.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -392109.968750 Penalty: 2633.635742
	Iteration 24Q: 3 clusters Score -392110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -392112.750000 Penalty: 2633.635742
	Iteration 25Q: 3 clusters Score -392112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -392113.875000 Penalty: 2633.635742
	Iteration 26Q: 3 clusters Score -392113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -392114.781250 Penalty: 2633.635742
	Iteration 27Q: 3 clusters Score -392114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -392115.000000 Penalty: 2633.635742
	Iteration 28Q: 3 clusters Score -392115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392116.437500 Penalty: 2633.635742
	Iteration 29Q: 3 clusters Score -392116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392118.625000 Penalty: 2633.635742
	Iteration 30Q: 3 clusters Score -392118.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392120.343750 Penalty: 2633.635742
	Iteration 31Q: 3 clusters Score -392120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392120.812500 Penalty: 2633.635742
	Iteration 32Q: 3 clusters Score -392120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -392121.906250 Penalty: 2633.635742
	Iteration 33Q: 3 clusters Score -392121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392122.843750 Penalty: 2633.635742
	Iteration 34Q: 3 clusters Score -392122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -392123.125000 Penalty: 2633.635742
	Iteration 35Q: 3 clusters Score -392123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -392123.656250 Penalty: 2633.635742
	Iteration 36Q: 3 clusters Score -392123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -392124.531250 Penalty: 2633.635742
	Iteration 37Q: 3 clusters Score -392124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -392124.437500 Penalty: 2633.635742
	Iteration 38Q: 3 clusters Score -392124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -392125.031250 Penalty: 2633.635742
	Iteration 39Q: 3 clusters Score -392125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -392125.531250 Penalty: 2633.635742
	Iteration 40F: 3 clusters Score -392125.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136812.250000 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -136812.2 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 559 members 
Entering Unmasked Estep 
Score: -135325.796875 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -135325.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135602.218750 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -135602.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -135687.000000 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -135687 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -135740.109375 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -135740.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -135771.843750 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -135771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135788.156250 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -135788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135807.906250 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -135807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135827.171875 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -135827.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -135840.562500 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -135840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135853.140625 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -135853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135868.671875 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -135868.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -135880.921875 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -135880.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135893.031250 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -135893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135905.406250 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -135905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135912.187500 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -135912.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -135922.031250 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -135922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -135930.437500 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -135930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -135943.796875 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -135943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135949.515625 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -135949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135955.859375 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -135955.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135960.265625 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -135960.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135968.750000 Penalty: 2276.881348
	Iteration 21Q: 3 clusters Score -135968.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135974.343750 Penalty: 2276.881348
	Iteration 22Q: 3 clusters Score -135974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135978.953125 Penalty: 2276.881348
	Iteration 23Q: 3 clusters Score -135979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -135982.890625 Penalty: 2276.881348
	Iteration 24Q: 3 clusters Score -135982.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -135987.546875 Penalty: 2276.881348
	Iteration 25Q: 3 clusters Score -135987.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135998.500000 Penalty: 2276.881348
	Iteration 26Q: 3 clusters Score -135998.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -136007.265625 Penalty: 2276.881348
	Iteration 27Q: 3 clusters Score -136007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136013.656250 Penalty: 2276.881348
	Iteration 28Q: 3 clusters Score -136013.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136021.781250 Penalty: 2276.881348
	Iteration 29Q: 3 clusters Score -136021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136030.656250 Penalty: 2276.881348
	Iteration 30Q: 3 clusters Score -136030.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136037.546875 Penalty: 2276.881348
	Iteration 31Q: 3 clusters Score -136037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136038.953125 Penalty: 2276.881348
	Iteration 32Q: 3 clusters Score -136039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136039.812500 Penalty: 2276.881348
	Iteration 33Q: 3 clusters Score -136039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136041.562500 Penalty: 2276.881348
	Iteration 34Q: 3 clusters Score -136041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136042.125000 Penalty: 2276.881348
	Iteration 35Q: 3 clusters Score -136042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136042.125000 Penalty: 2276.881348
	Iteration 36F: 3 clusters Score -136042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25720.029297 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -25720.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24925.763672 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -24925.76 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25055.205078 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -25055.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25100.935547 Penalty: 1795.772217
	Iteration 2F: 3 clusters Score -25100.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25142.107422 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -25142.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25158.689453 Penalty: 1795.772217
	Iteration 4Q: 3 clusters Score -25158.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25160.828125 Penalty: 1795.772217
	Iteration 5Q: 3 clusters Score -25160.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25160.828125 Penalty: 1795.772217
	Iteration 6F: 3 clusters Score -25160.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -12597.471680 Penalty: 841.124329
	Iteration 0F: 2 clusters Score -12597.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12025.759766 Penalty: 1682.248657
	Iteration 0F: 3 clusters Score -12025.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12223.557617 Penalty: 1682.248657
	Iteration 1F: 3 clusters Score -12223.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12330.653320 Penalty: 1682.248657
	Iteration 2F: 3 clusters Score -12330.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12340.562500 Penalty: 1682.248657
	Iteration 3Q: 3 clusters Score -12340.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12340.562500 Penalty: 1682.248657
	Iteration 4F: 3 clusters Score -12340.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Entering Unmasked Estep 
Score: -863862.437500 Penalty: 1436.076050
	Iteration 0F: 2 clusters Score -863862.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -858694.187500 Penalty: 2872.152100
	Iteration 0F: 3 clusters Score -858694.2 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -860252.375000 Penalty: 2872.152100
	Iteration 1F: 3 clusters Score -860252.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -860468.812500 Penalty: 2872.152100
	Iteration 2F: 3 clusters Score -860468.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -860652.750000 Penalty: 2872.152100
	Iteration 3F: 3 clusters Score -860652.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -860816.562500 Penalty: 2872.152100
	Iteration 4Q: 3 clusters Score -860816.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -860975.937500 Penalty: 2872.152100
	Iteration 5Q: 3 clusters Score -860975.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -861180.312500 Penalty: 2872.152100
	Iteration 6Q: 3 clusters Score -861180.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -861406.687500 Penalty: 2872.152100
	Iteration 7F: 3 clusters Score -861406.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -861630.437500 Penalty: 2872.152100
	Iteration 8Q: 3 clusters Score -861630.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -861895.187500 Penalty: 2872.152100
	Iteration 9Q: 3 clusters Score -861895.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -862144.562500 Penalty: 2872.152100
	Iteration 10Q: 3 clusters Score -862144.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -862387.312500 Penalty: 2872.152100
	Iteration 11Q: 3 clusters Score -862387.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -862579.125000 Penalty: 2872.152100
	Iteration 12Q: 3 clusters Score -862579.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -862737.687500 Penalty: 2872.152100
	Iteration 13Q: 3 clusters Score -862737.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -862838.062500 Penalty: 2872.152100
	Iteration 14Q: 3 clusters Score -862838.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -862943.937500 Penalty: 2872.152100
	Iteration 15Q: 3 clusters Score -862943.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -863040.250000 Penalty: 2872.152100
	Iteration 16Q: 3 clusters Score -863040.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -863133.250000 Penalty: 2872.152100
	Iteration 17Q: 3 clusters Score -863133.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -863209.250000 Penalty: 2872.152100
	Iteration 18Q: 3 clusters Score -863209.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -863255.625000 Penalty: 2872.152100
	Iteration 19Q: 3 clusters Score -863255.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -863289.625000 Penalty: 2872.152100
	Iteration 20F: 3 clusters Score -863289.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -863310.750000 Penalty: 2872.152100
	Iteration 21Q: 3 clusters Score -863310.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -863323.312500 Penalty: 2872.152100
	Iteration 22Q: 3 clusters Score -863323.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -863335.500000 Penalty: 2872.152100
	Iteration 23Q: 3 clusters Score -863335.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -863345.375000 Penalty: 2872.152100
	Iteration 24Q: 3 clusters Score -863345.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -863355.812500 Penalty: 2872.152100
	Iteration 25Q: 3 clusters Score -863355.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -863367.875000 Penalty: 2872.152100
	Iteration 26Q: 3 clusters Score -863367.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -863381.000000 Penalty: 2872.152100
	Iteration 27Q: 3 clusters Score -863381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -863392.812500 Penalty: 2872.152100
	Iteration 28Q: 3 clusters Score -863392.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -863410.562500 Penalty: 2872.152100
	Iteration 29Q: 3 clusters Score -863410.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -863428.312500 Penalty: 2872.152100
	Iteration 30Q: 3 clusters Score -863428.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -863439.375000 Penalty: 2872.152100
	Iteration 31Q: 3 clusters Score -863439.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -863448.000000 Penalty: 2872.152100
	Iteration 32Q: 3 clusters Score -863448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -863458.937500 Penalty: 2872.152100
	Iteration 33Q: 3 clusters Score -863458.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -863464.437500 Penalty: 2872.152100
	Iteration 34Q: 3 clusters Score -863464.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -863472.250000 Penalty: 2872.152100
	Iteration 35Q: 3 clusters Score -863472.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -863476.687500 Penalty: 2872.152100
	Iteration 36Q: 3 clusters Score -863476.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -863481.062500 Penalty: 2872.152100
	Iteration 37Q: 3 clusters Score -863481.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -863488.937500 Penalty: 2872.152100
	Iteration 38Q: 3 clusters Score -863488.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -863494.000000 Penalty: 2872.152100
	Iteration 39Q: 3 clusters Score -863494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -863505.125000 Penalty: 2872.152100
	Iteration 40F: 3 clusters Score -863505.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -863512.250000 Penalty: 2872.152100
	Iteration 41Q: 3 clusters Score -863512.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -863520.625000 Penalty: 2872.152100
	Iteration 42Q: 3 clusters Score -863520.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -863527.562500 Penalty: 2872.152100
	Iteration 43Q: 3 clusters Score -863527.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -863532.687500 Penalty: 2872.152100
	Iteration 44Q: 3 clusters Score -863532.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -863544.500000 Penalty: 2872.152100
	Iteration 45Q: 3 clusters Score -863544.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -863548.812500 Penalty: 2872.152100
	Iteration 46Q: 3 clusters Score -863548.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -863558.812500 Penalty: 2872.152100
	Iteration 47Q: 3 clusters Score -863558.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -863563.875000 Penalty: 2872.152100
	Iteration 48Q: 3 clusters Score -863563.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -863569.125000 Penalty: 2872.152100
	Iteration 49Q: 3 clusters Score -863569.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -863573.000000 Penalty: 2872.152100
	Iteration 50Q: 3 clusters Score -863573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -863575.750000 Penalty: 2872.152100
	Iteration 51Q: 3 clusters Score -863575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -863579.750000 Penalty: 2872.152100
	Iteration 52Q: 3 clusters Score -863579.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -863579.937500 Penalty: 2872.152100
	Iteration 53Q: 3 clusters Score -863579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -863582.062500 Penalty: 2872.152100
	Iteration 54Q: 3 clusters Score -863582.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -863581.500000 Penalty: 2872.152100
	Iteration 55Q: 3 clusters Score -863581.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -863584.750000 Penalty: 2872.152100
	Iteration 56Q: 3 clusters Score -863584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -863585.875000 Penalty: 2872.152100
	Iteration 57Q: 3 clusters Score -863585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -863584.875000 Penalty: 2872.152100
	Iteration 58Q: 3 clusters Score -863584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -863584.687500 Penalty: 2872.152100
	Iteration 59Q: 3 clusters Score -863584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -863584.750000 Penalty: 2872.152100
	Iteration 60F: 3 clusters Score -863584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Entering Unmasked Estep 
Score: -1542625.250000 Penalty: 1529.472412
	Iteration 0F: 2 clusters Score -1542625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1534059.250000 Penalty: 3058.944824
	Iteration 0F: 3 clusters Score -1534059 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1537100.750000 Penalty: 3058.944824
	Iteration 1F: 3 clusters Score -1537101 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1537433.625000 Penalty: 3058.944824
	Iteration 2F: 3 clusters Score -1537434 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1537715.875000 Penalty: 3058.944824
	Iteration 3F: 3 clusters Score -1537716 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1537986.625000 Penalty: 3058.944824
	Iteration 4Q: 3 clusters Score -1537987 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1538321.250000 Penalty: 3058.944824
	Iteration 5Q: 3 clusters Score -1538321 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1538760.500000 Penalty: 3058.944824
	Iteration 6F: 3 clusters Score -1538760 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1539284.500000 Penalty: 3058.944824
	Iteration 7F: 3 clusters Score -1539284 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1539841.125000 Penalty: 3058.944824
	Iteration 8F: 3 clusters Score -1539841 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1540392.750000 Penalty: 3058.944824
	Iteration 9F: 3 clusters Score -1540393 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1540912.750000 Penalty: 3058.944824
	Iteration 10Q: 3 clusters Score -1540913 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1541340.000000 Penalty: 3058.944824
	Iteration 11Q: 3 clusters Score -1541340 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1541588.875000 Penalty: 3058.944824
	Iteration 12Q: 3 clusters Score -1541589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1541714.375000 Penalty: 3058.944824
	Iteration 13Q: 3 clusters Score -1541714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1541783.250000 Penalty: 3058.944824
	Iteration 14Q: 3 clusters Score -1541783 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1541832.000000 Penalty: 3058.944824
	Iteration 15Q: 3 clusters Score -1541832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1541866.000000 Penalty: 3058.944824
	Iteration 16Q: 3 clusters Score -1541866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1541887.875000 Penalty: 3058.944824
	Iteration 17Q: 3 clusters Score -1541888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1541907.500000 Penalty: 3058.944824
	Iteration 18Q: 3 clusters Score -1541908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1541918.000000 Penalty: 3058.944824
	Iteration 19Q: 3 clusters Score -1541918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1541925.000000 Penalty: 3058.944824
	Iteration 20F: 3 clusters Score -1541925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1541936.625000 Penalty: 3058.944824
	Iteration 21Q: 3 clusters Score -1541937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1541945.000000 Penalty: 3058.944824
	Iteration 22Q: 3 clusters Score -1541945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1541949.750000 Penalty: 3058.944824
	Iteration 23Q: 3 clusters Score -1541950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1541952.000000 Penalty: 3058.944824
	Iteration 24Q: 3 clusters Score -1541952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1541956.250000 Penalty: 3058.944824
	Iteration 25Q: 3 clusters Score -1541956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1541953.875000 Penalty: 3058.944824
	Iteration 26Q: 3 clusters Score -1541954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1541957.875000 Penalty: 3058.944824
	Iteration 27Q: 3 clusters Score -1541958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1541959.000000 Penalty: 3058.944824
	Iteration 28Q: 3 clusters Score -1541959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1541958.500000 Penalty: 3058.944824
	Iteration 29Q: 3 clusters Score -1541958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1541965.375000 Penalty: 3058.944824
	Iteration 30Q: 3 clusters Score -1541965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1541972.250000 Penalty: 3058.944824
	Iteration 31Q: 3 clusters Score -1541972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1541972.500000 Penalty: 3058.944824
	Iteration 32Q: 3 clusters Score -1541972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1541975.000000 Penalty: 3058.944824
	Iteration 33Q: 3 clusters Score -1541975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1541975.625000 Penalty: 3058.944824
	Iteration 34Q: 3 clusters Score -1541976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1541980.875000 Penalty: 3058.944824
	Iteration 35Q: 3 clusters Score -1541981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1541984.625000 Penalty: 3058.944824
	Iteration 36Q: 3 clusters Score -1541985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1541985.375000 Penalty: 3058.944824
	Iteration 37Q: 3 clusters Score -1541985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1541987.625000 Penalty: 3058.944824
	Iteration 38Q: 3 clusters Score -1541988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1541987.125000 Penalty: 3058.944824
	Iteration 39Q: 3 clusters Score -1541987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1541988.750000 Penalty: 3058.944824
	Iteration 40F: 3 clusters Score -1541989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1541990.000000 Penalty: 3058.944824
	Iteration 41Q: 3 clusters Score -1541990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1541990.000000 Penalty: 3058.944824
	Iteration 42F: 3 clusters Score -1541990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -23055.830078 Penalty: 881.554382
	Iteration 0F: 2 clusters Score -23055.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -22293.011719 Penalty: 1763.108765
	Iteration 0F: 3 clusters Score -22293.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22352.919922 Penalty: 1763.108765
	Iteration 1F: 3 clusters Score -22352.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22369.214844 Penalty: 1763.108765
	Iteration 2Q: 3 clusters Score -22369.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22369.214844 Penalty: 1763.108765
	Iteration 3F: 3 clusters Score -22369.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Entering Unmasked Estep 
Score: -6277253.500000 Penalty: 1753.254272
	Iteration 0F: 2 clusters Score -6277254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -6244891.500000 Penalty: 3506.508545
	Iteration 0F: 3 clusters Score -6244892 nChanged 22664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -6257553.500000 Penalty: 3506.508545
	Iteration 1F: 3 clusters Score -6257554 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -6258051.500000 Penalty: 3506.508545
	Iteration 2Q: 3 clusters Score -6258052 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -6258746.500000 Penalty: 3506.508545
	Iteration 3Q: 3 clusters Score -6258746 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6259776.000000 Penalty: 3506.508545
	Iteration 4Q: 3 clusters Score -6259776 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -6261400.500000 Penalty: 3506.508545
	Iteration 5F: 3 clusters Score -6261400 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -6264079.000000 Penalty: 3506.508545
	Iteration 6F: 3 clusters Score -6264079 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6267697.500000 Penalty: 3506.508545
	Iteration 7F: 3 clusters Score -6267698 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -6271393.500000 Penalty: 3506.508545
	Iteration 8F: 3 clusters Score -6271394 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6273959.000000 Penalty: 3506.508545
	Iteration 9F: 3 clusters Score -6273959 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6275023.000000 Penalty: 3506.508545
	Iteration 10Q: 3 clusters Score -6275023 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6275433.500000 Penalty: 3506.508545
	Iteration 11Q: 3 clusters Score -6275434 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6275547.000000 Penalty: 3506.508545
	Iteration 12Q: 3 clusters Score -6275547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6275596.000000 Penalty: 3506.508545
	Iteration 13Q: 3 clusters Score -6275596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6275617.000000 Penalty: 3506.508545
	Iteration 14Q: 3 clusters Score -6275617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6275640.000000 Penalty: 3506.508545
	Iteration 15Q: 3 clusters Score -6275640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6275653.500000 Penalty: 3506.508545
	Iteration 16Q: 3 clusters Score -6275654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6275658.500000 Penalty: 3506.508545
	Iteration 17Q: 3 clusters Score -6275658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6275663.000000 Penalty: 3506.508545
	Iteration 18Q: 3 clusters Score -6275663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6275667.500000 Penalty: 3506.508545
	Iteration 19Q: 3 clusters Score -6275668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6275670.500000 Penalty: 3506.508545
	Iteration 20F: 3 clusters Score -6275670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6275670.000000 Penalty: 3506.508545
	Iteration 21Q: 3 clusters Score -6275670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6275670.000000 Penalty: 3506.508545
	Iteration 22F: 3 clusters Score -6275670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17729 members 
Mstep: Class 3 contains 42393 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 54436 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19568 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78751 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 7853 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58857 members 
Mstep: Class 17 contains 4116 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44655 members 
Mstep: Class 21 contains 30987 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12236 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795304.000000 Penalty: 61624.625000
Iteration 159Q: 30 clusters Score -5.97953e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 42377 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 2305 members 
Mstep: Class 7 contains 54422 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19605 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78761 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21168 members 
Mstep: Class 14 contains 7852 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58856 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44654 members 
Mstep: Class 21 contains 30975 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12234 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795344.000000 Penalty: 61624.625000
Iteration 160F: 30 clusters Score -5.979534e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17727 members 
Mstep: Class 3 contains 42359 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 2306 members 
Mstep: Class 7 contains 54411 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19639 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78773 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21168 members 
Mstep: Class 14 contains 7849 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58850 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44651 members 
Mstep: Class 21 contains 30968 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12230 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795340.000000 Penalty: 61624.625000
Iteration 161Q: 30 clusters Score -5.979534e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17729 members 
Mstep: Class 3 contains 42350 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 2307 members 
Mstep: Class 7 contains 54399 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19662 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78782 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21165 members 
Mstep: Class 14 contains 7848 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58847 members 
Mstep: Class 17 contains 4113 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44648 members 
Mstep: Class 21 contains 30959 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12227 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795312.000000 Penalty: 61624.625000
Iteration 162Q: 30 clusters Score -5.979531e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17731 members 
Mstep: Class 3 contains 42343 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 54386 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19680 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78788 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21162 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58844 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 3307 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6887 members 
Mstep: Class 27 contains 12228 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795404.000000 Penalty: 61624.625000
Iteration 163Q: 30 clusters Score -5.97954e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17732 members 
Mstep: Class 3 contains 42335 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6408 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 54375 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19695 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78801 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21159 members 
Mstep: Class 14 contains 7840 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58842 members 
Mstep: Class 17 contains 4110 members 
Mstep: Class 18 contains 3354 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44651 members 
Mstep: Class 21 contains 30953 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12226 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795352.000000 Penalty: 61624.625000
Iteration 164Q: 30 clusters Score -5.979535e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17730 members 
Mstep: Class 3 contains 42332 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 54367 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19714 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78813 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21158 members 
Mstep: Class 14 contains 7837 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58836 members 
Mstep: Class 17 contains 4109 members 
Mstep: Class 18 contains 3356 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44648 members 
Mstep: Class 21 contains 30942 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12223 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795324.000000 Penalty: 61624.625000
Iteration 165Q: 30 clusters Score -5.979532e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 42322 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 2317 members 
Mstep: Class 7 contains 54359 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19735 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78827 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21157 members 
Mstep: Class 14 contains 7837 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58834 members 
Mstep: Class 17 contains 4107 members 
Mstep: Class 18 contains 3358 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44649 members 
Mstep: Class 21 contains 30935 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12218 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795432.000000 Penalty: 61624.625000
Iteration 166Q: 30 clusters Score -5.979543e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17727 members 
Mstep: Class 3 contains 42309 members 
Mstep: Class 4 contains 5865 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 54352 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19758 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78839 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21149 members 
Mstep: Class 14 contains 7836 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58832 members 
Mstep: Class 17 contains 4104 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44646 members 
Mstep: Class 21 contains 30932 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 1103 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12214 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795432.000000 Penalty: 61624.625000
Iteration 167Q: 30 clusters Score -5.979543e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17728 members 
Mstep: Class 3 contains 42288 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 54340 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19779 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78854 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21143 members 
Mstep: Class 14 contains 7836 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58828 members 
Mstep: Class 17 contains 4102 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44647 members 
Mstep: Class 21 contains 30931 members 
Mstep: Class 22 contains 3304 members 
Mstep: Class 23 contains 1104 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12212 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795476.000000 Penalty: 61624.625000
Iteration 168Q: 30 clusters Score -5.979548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17730 members 
Mstep: Class 3 contains 42272 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 6391 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 7 contains 54334 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19807 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78854 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21134 members 
Mstep: Class 14 contains 7833 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58831 members 
Mstep: Class 17 contains 4100 members 
Mstep: Class 18 contains 3362 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44647 members 
Mstep: Class 21 contains 30925 members 
Mstep: Class 22 contains 3303 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12209 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795468.000000 Penalty: 61624.625000
Iteration 169Q: 30 clusters Score -5.979547e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17732 members 
Mstep: Class 3 contains 42258 members 
Mstep: Class 4 contains 5868 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 54332 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19828 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78860 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21131 members 
Mstep: Class 14 contains 7832 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58829 members 
Mstep: Class 17 contains 4095 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44655 members 
Mstep: Class 21 contains 30922 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12201 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795340.000000 Penalty: 61624.625000
Iteration 170Q: 30 clusters Score -5.979534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17729 members 
Mstep: Class 3 contains 42247 members 
Mstep: Class 4 contains 5868 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 54328 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19845 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78872 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21127 members 
Mstep: Class 14 contains 7828 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58830 members 
Mstep: Class 17 contains 4093 members 
Mstep: Class 18 contains 3363 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44655 members 
Mstep: Class 21 contains 30918 members 
Mstep: Class 22 contains 3303 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12198 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795404.000000 Penalty: 61624.625000
Iteration 171Q: 30 clusters Score -5.97954e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17726 members 
Mstep: Class 3 contains 42241 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 54316 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78890 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21123 members 
Mstep: Class 14 contains 7828 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58827 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44659 members 
Mstep: Class 21 contains 30913 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6885 members 
Mstep: Class 27 contains 12194 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795432.000000 Penalty: 61624.625000
Iteration 172Q: 30 clusters Score -5.979543e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17722 members 
Mstep: Class 3 contains 42235 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2337 members 
Mstep: Class 7 contains 54308 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19878 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78902 members 
Mstep: Class 12 contains 2425 members 
Mstep: Class 13 contains 21120 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58827 members 
Mstep: Class 17 contains 4087 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 30909 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6884 members 
Mstep: Class 27 contains 12189 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795392.000000 Penalty: 61624.625000
Iteration 173Q: 30 clusters Score -5.979539e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17717 members 
Mstep: Class 3 contains 42232 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 54307 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19893 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78911 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 21119 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58827 members 
Mstep: Class 17 contains 4085 members 
Mstep: Class 18 contains 3368 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 44655 members 
Mstep: Class 21 contains 30903 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6882 members 
Mstep: Class 27 contains 12182 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795424.000000 Penalty: 61624.625000
Iteration 174Q: 30 clusters Score -5.979542e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17714 members 
Mstep: Class 3 contains 42225 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6380 members 
Mstep: Class 6 contains 2339 members 
Mstep: Class 7 contains 54300 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19910 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78923 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21117 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58822 members 
Mstep: Class 17 contains 4081 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 2585 members 
Mstep: Class 20 contains 44654 members 
Mstep: Class 21 contains 30897 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12179 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795460.000000 Penalty: 61624.625000
Iteration 175Q: 30 clusters Score -5.979546e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17712 members 
Mstep: Class 3 contains 42219 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2339 members 
Mstep: Class 7 contains 54296 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19925 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78932 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21115 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58819 members 
Mstep: Class 17 contains 4075 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 30896 members 
Mstep: Class 22 contains 3301 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12174 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795384.000000 Penalty: 61624.625000
Iteration 176Q: 30 clusters Score -5.979538e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17710 members 
Mstep: Class 3 contains 42212 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 54294 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19937 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78936 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58815 members 
Mstep: Class 17 contains 4075 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 30895 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12172 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795372.000000 Penalty: 61624.625000
Iteration 177Q: 30 clusters Score -5.979537e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 42210 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 54291 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19944 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78946 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7826 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58814 members 
Mstep: Class 17 contains 4070 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44652 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12169 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795396.000000 Penalty: 61624.625000
Iteration 178Q: 30 clusters Score -5.97954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 42206 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 54290 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19953 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78954 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58813 members 
Mstep: Class 17 contains 4065 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44652 members 
Mstep: Class 21 contains 30893 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12167 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795420.000000 Penalty: 61624.625000
Iteration 179Q: 30 clusters Score -5.979542e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 42202 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 54287 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19960 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78956 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58813 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 3370 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 30889 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12165 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795420.000000 Penalty: 61624.625000
Iteration 180F: 30 clusters Score -5.979542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 42198 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54284 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19962 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78955 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21112 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58813 members 
Mstep: Class 17 contains 4064 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 30888 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12164 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795472.000000 Penalty: 61624.625000
Iteration 181Q: 30 clusters Score -5.979547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 42199 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2345 members 
Mstep: Class 7 contains 54284 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19963 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78958 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21112 members 
Mstep: Class 14 contains 7823 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58813 members 
Mstep: Class 17 contains 4062 members 
Mstep: Class 18 contains 3375 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 30886 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12162 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795412.000000 Penalty: 61624.625000
Iteration 182Q: 30 clusters Score -5.979541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17709 members 
Mstep: Class 3 contains 42196 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54281 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19969 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78962 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58814 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44656 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12161 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795396.000000 Penalty: 61624.625000
Iteration 183Q: 30 clusters Score -5.97954e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42192 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54281 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19973 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78963 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7823 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58816 members 
Mstep: Class 17 contains 4059 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 30881 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795396.000000 Penalty: 61624.625000
Iteration 184Q: 30 clusters Score -5.97954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54282 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19973 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78962 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7823 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58816 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 30881 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795432.000000 Penalty: 61624.625000
Iteration 185Q: 30 clusters Score -5.979543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54282 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19976 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78963 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21114 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58815 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 30880 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6881 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795416.000000 Penalty: 61624.625000
Iteration 186Q: 30 clusters Score -5.979542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54281 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19979 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78967 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21111 members 
Mstep: Class 14 contains 7821 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58814 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44656 members 
Mstep: Class 21 contains 30881 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6880 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795420.000000 Penalty: 61624.625000
Iteration 187Q: 30 clusters Score -5.979542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5868 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54280 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19982 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78973 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7819 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58812 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44655 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795424.000000 Penalty: 61624.625000
Iteration 188Q: 30 clusters Score -5.979542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5869 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54280 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19980 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78977 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21107 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58812 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44654 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795416.000000 Penalty: 61624.625000
Iteration 189Q: 30 clusters Score -5.979542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42188 members 
Mstep: Class 4 contains 5868 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54280 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19981 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78979 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7817 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58810 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44654 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795464.000000 Penalty: 61624.625000
Iteration 190Q: 30 clusters Score -5.979546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42188 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54280 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19982 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78982 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58810 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44654 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795488.000000 Penalty: 61624.625000
Iteration 191Q: 30 clusters Score -5.979549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54280 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19983 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78982 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58811 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795484.000000 Penalty: 61624.625000
Iteration 192Q: 30 clusters Score -5.979548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42186 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54279 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19984 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78983 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58812 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44652 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795492.000000 Penalty: 61624.625000
Iteration 193Q: 30 clusters Score -5.979549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54279 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19984 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78984 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58812 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44651 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795476.000000 Penalty: 61624.625000
Iteration 194Q: 30 clusters Score -5.979548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54279 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19984 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78985 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58812 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795464.000000 Penalty: 61624.625000
Iteration 195Q: 30 clusters Score -5.979546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17708 members 
Mstep: Class 3 contains 42187 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 54279 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 19984 members 
Mstep: Class 10 contains 667 members 
Mstep: Class 11 contains 78985 members 
Mstep: Class 12 contains 2427 members 
Mstep: Class 13 contains 21108 members 
Mstep: Class 14 contains 7815 members 
Mstep: Class 15 contains 164 members 
Mstep: Class 16 contains 58812 members 
Mstep: Class 17 contains 4061 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 30882 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 1105 members 
Mstep: Class 24 contains 251 members 
Mstep: Class 25 contains 177 members 
Mstep: Class 26 contains 6879 members 
Mstep: Class 27 contains 12159 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59795464.000000 Penalty: 61624.625000
Iteration 196F: 30 clusters Score -5.979546e+07 nChanged 0
Entering ConstructFrom: 
Score: -59795464.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -50065.003906 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -50065 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 228 members 
Entering Unmasked Estep 
Score: -49111.273438 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -49111.27 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49362.960938 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -49362.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49407.734375 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -49407.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49425.851562 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -49425.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49429.808594 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -49429.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49430.371094 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -49430.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49431.937500 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -49431.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49433.960938 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -49433.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49436.003906 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -49436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -49440.152344 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -49440.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49441.484375 Penalty: 1998.945923
	Iteration 10Q: 3 clusters Score -49441.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -49441.484375 Penalty: 1998.945923
	Iteration 11F: 3 clusters Score -49441.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Entering Unmasked Estep 
Score: -2297535.750000 Penalty: 1589.537842
	Iteration 0F: 2 clusters Score -2297536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2285397.250000 Penalty: 3179.075684
	Iteration 0F: 3 clusters Score -2285397 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2289592.750000 Penalty: 3179.075684
	Iteration 1F: 3 clusters Score -2289593 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2289923.750000 Penalty: 3179.075684
	Iteration 2Q: 3 clusters Score -2289924 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2290254.000000 Penalty: 3179.075684
	Iteration 3Q: 3 clusters Score -2290254 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2290600.750000 Penalty: 3179.075684
	Iteration 4Q: 3 clusters Score -2290601 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2291024.750000 Penalty: 3179.075684
	Iteration 5Q: 3 clusters Score -2291025 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2291592.750000 Penalty: 3179.075684
	Iteration 6F: 3 clusters Score -2291593 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2292409.500000 Penalty: 3179.075684
	Iteration 7F: 3 clusters Score -2292410 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2293402.000000 Penalty: 3179.075684
	Iteration 8F: 3 clusters Score -2293402 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2294428.750000 Penalty: 3179.075684
	Iteration 9F: 3 clusters Score -2294429 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2295245.750000 Penalty: 3179.075684
	Iteration 10Q: 3 clusters Score -2295246 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2295679.750000 Penalty: 3179.075684
	Iteration 11Q: 3 clusters Score -2295680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2295882.250000 Penalty: 3179.075684
	Iteration 12Q: 3 clusters Score -2295882 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2296000.750000 Penalty: 3179.075684
	Iteration 13Q: 3 clusters Score -2296001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2296058.000000 Penalty: 3179.075684
	Iteration 14Q: 3 clusters Score -2296058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2296079.750000 Penalty: 3179.075684
	Iteration 15Q: 3 clusters Score -2296080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2296095.750000 Penalty: 3179.075684
	Iteration 16Q: 3 clusters Score -2296096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2296101.250000 Penalty: 3179.075684
	Iteration 17Q: 3 clusters Score -2296101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2296109.500000 Penalty: 3179.075684
	Iteration 18Q: 3 clusters Score -2296110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2296108.000000 Penalty: 3179.075684
	Iteration 19Q: 3 clusters Score -2296108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2296108.000000 Penalty: 3179.075684
	Iteration 20F: 3 clusters Score -2296108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Entering Unmasked Estep 
Score: -5416408.000000 Penalty: 1730.603394
	Iteration 0F: 2 clusters Score -5416408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -5388113.000000 Penalty: 3461.206787
	Iteration 0F: 3 clusters Score -5388113 nChanged 19606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5399264.000000 Penalty: 3461.206787
	Iteration 1F: 3 clusters Score -5399264 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -5400098.500000 Penalty: 3461.206787
	Iteration 2Q: 3 clusters Score -5400098 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5400969.500000 Penalty: 3461.206787
	Iteration 3Q: 3 clusters Score -5400970 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -5401717.000000 Penalty: 3461.206787
	Iteration 4Q: 3 clusters Score -5401717 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5402512.500000 Penalty: 3461.206787
	Iteration 5Q: 3 clusters Score -5402512 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5403300.000000 Penalty: 3461.206787
	Iteration 6Q: 3 clusters Score -5403300 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5403980.000000 Penalty: 3461.206787
	Iteration 7Q: 3 clusters Score -5403980 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -5404589.000000 Penalty: 3461.206787
	Iteration 8Q: 3 clusters Score -5404589 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5405061.000000 Penalty: 3461.206787
	Iteration 9Q: 3 clusters Score -5405061 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -5405488.500000 Penalty: 3461.206787
	Iteration 10Q: 3 clusters Score -5405488 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5405931.000000 Penalty: 3461.206787
	Iteration 11Q: 3 clusters Score -5405931 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -5406338.500000 Penalty: 3461.206787
	Iteration 12Q: 3 clusters Score -5406338 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5406787.500000 Penalty: 3461.206787
	Iteration 13Q: 3 clusters Score -5406788 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -5407209.500000 Penalty: 3461.206787
	Iteration 14Q: 3 clusters Score -5407210 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5407568.500000 Penalty: 3461.206787
	Iteration 15Q: 3 clusters Score -5407568 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -5407905.000000 Penalty: 3461.206787
	Iteration 16Q: 3 clusters Score -5407905 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5408212.000000 Penalty: 3461.206787
	Iteration 17Q: 3 clusters Score -5408212 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5408499.000000 Penalty: 3461.206787
	Iteration 18Q: 3 clusters Score -5408499 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -5408637.500000 Penalty: 3461.206787
	Iteration 19Q: 3 clusters Score -5408638 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -5408703.500000 Penalty: 3461.206787
	Iteration 20F: 3 clusters Score -5408704 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5408769.000000 Penalty: 3461.206787
	Iteration 21Q: 3 clusters Score -5408769 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5408837.500000 Penalty: 3461.206787
	Iteration 22Q: 3 clusters Score -5408838 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5408886.000000 Penalty: 3461.206787
	Iteration 23Q: 3 clusters Score -5408886 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -5408932.000000 Penalty: 3461.206787
	Iteration 24Q: 3 clusters Score -5408932 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -5409011.500000 Penalty: 3461.206787
	Iteration 25Q: 3 clusters Score -5409012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5409075.500000 Penalty: 3461.206787
	Iteration 26Q: 3 clusters Score -5409076 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -5409139.000000 Penalty: 3461.206787
	Iteration 27Q: 3 clusters Score -5409139 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -5409206.000000 Penalty: 3461.206787
	Iteration 28Q: 3 clusters Score -5409206 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -5409235.500000 Penalty: 3461.206787
	Iteration 29Q: 3 clusters Score -5409236 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -5409280.000000 Penalty: 3461.206787
	Iteration 30Q: 3 clusters Score -5409280 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -5409340.000000 Penalty: 3461.206787
	Iteration 31Q: 3 clusters Score -5409340 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -5409384.000000 Penalty: 3461.206787
	Iteration 32Q: 3 clusters Score -5409384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5409417.500000 Penalty: 3461.206787
	Iteration 33Q: 3 clusters Score -5409418 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5409464.000000 Penalty: 3461.206787
	Iteration 34Q: 3 clusters Score -5409464 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -5409511.000000 Penalty: 3461.206787
	Iteration 35Q: 3 clusters Score -5409511 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -5409594.000000 Penalty: 3461.206787
	Iteration 36Q: 3 clusters Score -5409594 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -5409680.500000 Penalty: 3461.206787
	Iteration 37Q: 3 clusters Score -5409680 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -5409774.000000 Penalty: 3461.206787
	Iteration 38Q: 3 clusters Score -5409774 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5409847.500000 Penalty: 3461.206787
	Iteration 39Q: 3 clusters Score -5409848 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5409960.500000 Penalty: 3461.206787
	Iteration 40F: 3 clusters Score -5409960 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -5410075.000000 Penalty: 3461.206787
	Iteration 41Q: 3 clusters Score -5410075 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5410197.500000 Penalty: 3461.206787
	Iteration 42Q: 3 clusters Score -5410198 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5410383.500000 Penalty: 3461.206787
	Iteration 43Q: 3 clusters Score -5410384 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -5410556.000000 Penalty: 3461.206787
	Iteration 44Q: 3 clusters Score -5410556 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -5410763.000000 Penalty: 3461.206787
	Iteration 45Q: 3 clusters Score -5410763 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -5411034.000000 Penalty: 3461.206787
	Iteration 46Q: 3 clusters Score -5411034 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -5411338.500000 Penalty: 3461.206787
	Iteration 47Q: 3 clusters Score -5411338 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -5411702.000000 Penalty: 3461.206787
	Iteration 48Q: 3 clusters Score -5411702 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5412066.500000 Penalty: 3461.206787
	Iteration 49Q: 3 clusters Score -5412066 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -5412444.500000 Penalty: 3461.206787
	Iteration 50Q: 3 clusters Score -5412444 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -5412840.500000 Penalty: 3461.206787
	Iteration 51Q: 3 clusters Score -5412840 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -5413235.000000 Penalty: 3461.206787
	Iteration 52Q: 3 clusters Score -5413235 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -5413526.000000 Penalty: 3461.206787
	Iteration 53Q: 3 clusters Score -5413526 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -5413849.500000 Penalty: 3461.206787
	Iteration 54Q: 3 clusters Score -5413850 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5414131.500000 Penalty: 3461.206787
	Iteration 55Q: 3 clusters Score -5414132 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -5414288.500000 Penalty: 3461.206787
	Iteration 56Q: 3 clusters Score -5414288 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -5414441.000000 Penalty: 3461.206787
	Iteration 57Q: 3 clusters Score -5414441 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5414551.000000 Penalty: 3461.206787
	Iteration 58Q: 3 clusters Score -5414551 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5414649.000000 Penalty: 3461.206787
	Iteration 59Q: 3 clusters Score -5414649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5414722.000000 Penalty: 3461.206787
	Iteration 60F: 3 clusters Score -5414722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -5414778.000000 Penalty: 3461.206787
	Iteration 61Q: 3 clusters Score -5414778 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5414811.500000 Penalty: 3461.206787
	Iteration 62Q: 3 clusters Score -5414812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5414827.500000 Penalty: 3461.206787
	Iteration 63Q: 3 clusters Score -5414828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -5414858.000000 Penalty: 3461.206787
	Iteration 64Q: 3 clusters Score -5414858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5414863.500000 Penalty: 3461.206787
	Iteration 65Q: 3 clusters Score -5414864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5414875.500000 Penalty: 3461.206787
	Iteration 66Q: 3 clusters Score -5414876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -5414882.500000 Penalty: 3461.206787
	Iteration 67Q: 3 clusters Score -5414882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -5414894.000000 Penalty: 3461.206787
	Iteration 68Q: 3 clusters Score -5414894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -5414907.500000 Penalty: 3461.206787
	Iteration 69Q: 3 clusters Score -5414908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -5414911.500000 Penalty: 3461.206787
	Iteration 70Q: 3 clusters Score -5414912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -5414919.500000 Penalty: 3461.206787
	Iteration 71Q: 3 clusters Score -5414920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -5414921.500000 Penalty: 3461.206787
	Iteration 72Q: 3 clusters Score -5414922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5414929.500000 Penalty: 3461.206787
	Iteration 73Q: 3 clusters Score -5414930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -5414933.000000 Penalty: 3461.206787
	Iteration 74Q: 3 clusters Score -5414933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5414933.500000 Penalty: 3461.206787
	Iteration 75Q: 3 clusters Score -5414934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -5414932.500000 Penalty: 3461.206787
	Iteration 76Q: 3 clusters Score -5414932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -5414935.000000 Penalty: 3461.206787
	Iteration 77Q: 3 clusters Score -5414935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5414937.500000 Penalty: 3461.206787
	Iteration 78Q: 3 clusters Score -5414938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -5414938.000000 Penalty: 3461.206787
	Iteration 79Q: 3 clusters Score -5414938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5414945.500000 Penalty: 3461.206787
	Iteration 80F: 3 clusters Score -5414946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -5414949.000000 Penalty: 3461.206787
	Iteration 81Q: 3 clusters Score -5414949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -5414951.000000 Penalty: 3461.206787
	Iteration 82Q: 3 clusters Score -5414951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -5414955.000000 Penalty: 3461.206787
	Iteration 83Q: 3 clusters Score -5414955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5414954.000000 Penalty: 3461.206787
	Iteration 84Q: 3 clusters Score -5414954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5414954.000000 Penalty: 3461.206787
	Iteration 85Q: 3 clusters Score -5414954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -5414954.500000 Penalty: 3461.206787
	Iteration 86Q: 3 clusters Score -5414954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5414952.000000 Penalty: 3461.206787
	Iteration 87Q: 3 clusters Score -5414952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -5414952.000000 Penalty: 3461.206787
	Iteration 88F: 3 clusters Score -5414952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -727290.000000 Penalty: 1410.000854
	Iteration 0F: 2 clusters Score -727290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -722726.500000 Penalty: 2820.001709
	Iteration 0F: 3 clusters Score -722726.5 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -724148.437500 Penalty: 2820.001709
	Iteration 1F: 3 clusters Score -724148.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -724508.875000 Penalty: 2820.001709
	Iteration 2F: 3 clusters Score -724508.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -724791.250000 Penalty: 2820.001709
	Iteration 3F: 3 clusters Score -724791.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -724998.937500 Penalty: 2820.001709
	Iteration 4F: 3 clusters Score -724998.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -725170.312500 Penalty: 2820.001709
	Iteration 5Q: 3 clusters Score -725170.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -725307.250000 Penalty: 2820.001709
	Iteration 6Q: 3 clusters Score -725307.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -725444.812500 Penalty: 2820.001709
	Iteration 7Q: 3 clusters Score -725444.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -725570.625000 Penalty: 2820.001709
	Iteration 8Q: 3 clusters Score -725570.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -725676.687500 Penalty: 2820.001709
	Iteration 9Q: 3 clusters Score -725676.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -725753.937500 Penalty: 2820.001709
	Iteration 10Q: 3 clusters Score -725753.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -725817.750000 Penalty: 2820.001709
	Iteration 11Q: 3 clusters Score -725817.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -725864.687500 Penalty: 2820.001709
	Iteration 12Q: 3 clusters Score -725864.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -725899.250000 Penalty: 2820.001709
	Iteration 13Q: 3 clusters Score -725899.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -725932.750000 Penalty: 2820.001709
	Iteration 14Q: 3 clusters Score -725932.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -725957.812500 Penalty: 2820.001709
	Iteration 15Q: 3 clusters Score -725957.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -725988.437500 Penalty: 2820.001709
	Iteration 16Q: 3 clusters Score -725988.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -726004.562500 Penalty: 2820.001709
	Iteration 17Q: 3 clusters Score -726004.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -726021.625000 Penalty: 2820.001709
	Iteration 18Q: 3 clusters Score -726021.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -726030.437500 Penalty: 2820.001709
	Iteration 19Q: 3 clusters Score -726030.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -726038.437500 Penalty: 2820.001709
	Iteration 20F: 3 clusters Score -726038.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -726046.625000 Penalty: 2820.001709
	Iteration 21Q: 3 clusters Score -726046.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -726053.437500 Penalty: 2820.001709
	Iteration 22Q: 3 clusters Score -726053.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -726060.875000 Penalty: 2820.001709
	Iteration 23Q: 3 clusters Score -726060.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -726068.812500 Penalty: 2820.001709
	Iteration 24Q: 3 clusters Score -726068.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -726077.500000 Penalty: 2820.001709
	Iteration 25Q: 3 clusters Score -726077.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -726087.000000 Penalty: 2820.001709
	Iteration 26Q: 3 clusters Score -726087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -726099.062500 Penalty: 2820.001709
	Iteration 27Q: 3 clusters Score -726099.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -726111.937500 Penalty: 2820.001709
	Iteration 28Q: 3 clusters Score -726111.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -726125.187500 Penalty: 2820.001709
	Iteration 29Q: 3 clusters Score -726125.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -726132.125000 Penalty: 2820.001709
	Iteration 30Q: 3 clusters Score -726132.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -726143.875000 Penalty: 2820.001709
	Iteration 31Q: 3 clusters Score -726143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -726152.562500 Penalty: 2820.001709
	Iteration 32Q: 3 clusters Score -726152.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -726163.062500 Penalty: 2820.001709
	Iteration 33Q: 3 clusters Score -726163.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -726182.187500 Penalty: 2820.001709
	Iteration 34Q: 3 clusters Score -726182.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -726201.250000 Penalty: 2820.001709
	Iteration 35Q: 3 clusters Score -726201.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -726226.250000 Penalty: 2820.001709
	Iteration 36Q: 3 clusters Score -726226.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -726250.875000 Penalty: 2820.001709
	Iteration 37Q: 3 clusters Score -726250.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -726276.687500 Penalty: 2820.001709
	Iteration 38Q: 3 clusters Score -726276.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -726310.625000 Penalty: 2820.001709
	Iteration 39Q: 3 clusters Score -726310.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -726341.812500 Penalty: 2820.001709
	Iteration 40F: 3 clusters Score -726341.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -726367.312500 Penalty: 2820.001709
	Iteration 41Q: 3 clusters Score -726367.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -726384.000000 Penalty: 2820.001709
	Iteration 42Q: 3 clusters Score -726384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -726390.875000 Penalty: 2820.001709
	Iteration 43Q: 3 clusters Score -726390.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -726399.250000 Penalty: 2820.001709
	Iteration 44Q: 3 clusters Score -726399.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -726404.625000 Penalty: 2820.001709
	Iteration 45Q: 3 clusters Score -726404.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -726408.562500 Penalty: 2820.001709
	Iteration 46Q: 3 clusters Score -726408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -726412.812500 Penalty: 2820.001709
	Iteration 47Q: 3 clusters Score -726412.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -726422.562500 Penalty: 2820.001709
	Iteration 48Q: 3 clusters Score -726422.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -726439.062500 Penalty: 2820.001709
	Iteration 49Q: 3 clusters Score -726439.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -726452.812500 Penalty: 2820.001709
	Iteration 50Q: 3 clusters Score -726452.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -726463.875000 Penalty: 2820.001709
	Iteration 51Q: 3 clusters Score -726463.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -726479.250000 Penalty: 2820.001709
	Iteration 52Q: 3 clusters Score -726479.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -726487.562500 Penalty: 2820.001709
	Iteration 53Q: 3 clusters Score -726487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -726493.562500 Penalty: 2820.001709
	Iteration 54Q: 3 clusters Score -726493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -726499.312500 Penalty: 2820.001709
	Iteration 55Q: 3 clusters Score -726499.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -726503.812500 Penalty: 2820.001709
	Iteration 56Q: 3 clusters Score -726503.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -726510.500000 Penalty: 2820.001709
	Iteration 57Q: 3 clusters Score -726510.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -726520.000000 Penalty: 2820.001709
	Iteration 58Q: 3 clusters Score -726520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -726528.562500 Penalty: 2820.001709
	Iteration 59Q: 3 clusters Score -726528.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -726536.562500 Penalty: 2820.001709
	Iteration 60F: 3 clusters Score -726536.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -726543.500000 Penalty: 2820.001709
	Iteration 61Q: 3 clusters Score -726543.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -726556.125000 Penalty: 2820.001709
	Iteration 62Q: 3 clusters Score -726556.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -726568.000000 Penalty: 2820.001709
	Iteration 63Q: 3 clusters Score -726568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -726573.187500 Penalty: 2820.001709
	Iteration 64Q: 3 clusters Score -726573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -726579.187500 Penalty: 2820.001709
	Iteration 65Q: 3 clusters Score -726579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -726584.437500 Penalty: 2820.001709
	Iteration 66Q: 3 clusters Score -726584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -726590.375000 Penalty: 2820.001709
	Iteration 67Q: 3 clusters Score -726590.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -726593.625000 Penalty: 2820.001709
	Iteration 68Q: 3 clusters Score -726593.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -726595.437500 Penalty: 2820.001709
	Iteration 69Q: 3 clusters Score -726595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -726597.312500 Penalty: 2820.001709
	Iteration 70Q: 3 clusters Score -726597.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -726599.187500 Penalty: 2820.001709
	Iteration 71Q: 3 clusters Score -726599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -726599.500000 Penalty: 2820.001709
	Iteration 72Q: 3 clusters Score -726599.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -726600.812500 Penalty: 2820.001709
	Iteration 73Q: 3 clusters Score -726600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -726600.187500 Penalty: 2820.001709
	Iteration 74Q: 3 clusters Score -726600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -726602.437500 Penalty: 2820.001709
	Iteration 75Q: 3 clusters Score -726602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -726602.375000 Penalty: 2820.001709
	Iteration 76Q: 3 clusters Score -726602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -726602.250000 Penalty: 2820.001709
	Iteration 77Q: 3 clusters Score -726602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -726603.125000 Penalty: 2820.001709
	Iteration 78Q: 3 clusters Score -726603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -726604.812500 Penalty: 2820.001709
	Iteration 79Q: 3 clusters Score -726604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -726605.375000 Penalty: 2820.001709
	Iteration 80F: 3 clusters Score -726605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -726606.812500 Penalty: 2820.001709
	Iteration 81Q: 3 clusters Score -726606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -726606.750000 Penalty: 2820.001709
	Iteration 82Q: 3 clusters Score -726606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -726606.937500 Penalty: 2820.001709
	Iteration 83Q: 3 clusters Score -726606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -726608.250000 Penalty: 2820.001709
	Iteration 84Q: 3 clusters Score -726608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -726608.250000 Penalty: 2820.001709
	Iteration 85F: 3 clusters Score -726608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -748361.187500 Penalty: 1423.726440
	Iteration 0F: 2 clusters Score -748361.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -743537.500000 Penalty: 2847.452881
	Iteration 0F: 3 clusters Score -743537.5 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -745143.187500 Penalty: 2847.452881
	Iteration 1F: 3 clusters Score -745143.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -745474.812500 Penalty: 2847.452881
	Iteration 2F: 3 clusters Score -745474.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -745779.062500 Penalty: 2847.452881
	Iteration 3F: 3 clusters Score -745779.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -746063.750000 Penalty: 2847.452881
	Iteration 4F: 3 clusters Score -746063.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -746321.000000 Penalty: 2847.452881
	Iteration 5F: 3 clusters Score -746321 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -746546.375000 Penalty: 2847.452881
	Iteration 6Q: 3 clusters Score -746546.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -746709.000000 Penalty: 2847.452881
	Iteration 7Q: 3 clusters Score -746709 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -746809.875000 Penalty: 2847.452881
	Iteration 8Q: 3 clusters Score -746809.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -746871.250000 Penalty: 2847.452881
	Iteration 9Q: 3 clusters Score -746871.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -746924.125000 Penalty: 2847.452881
	Iteration 10Q: 3 clusters Score -746924.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -746962.187500 Penalty: 2847.452881
	Iteration 11Q: 3 clusters Score -746962.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -747005.437500 Penalty: 2847.452881
	Iteration 12Q: 3 clusters Score -747005.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -747051.687500 Penalty: 2847.452881
	Iteration 13Q: 3 clusters Score -747051.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -747077.062500 Penalty: 2847.452881
	Iteration 14Q: 3 clusters Score -747077.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -747103.187500 Penalty: 2847.452881
	Iteration 15Q: 3 clusters Score -747103.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -747131.875000 Penalty: 2847.452881
	Iteration 16Q: 3 clusters Score -747131.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -747160.937500 Penalty: 2847.452881
	Iteration 17Q: 3 clusters Score -747160.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -747185.437500 Penalty: 2847.452881
	Iteration 18Q: 3 clusters Score -747185.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -747210.000000 Penalty: 2847.452881
	Iteration 19Q: 3 clusters Score -747210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -747225.875000 Penalty: 2847.452881
	Iteration 20F: 3 clusters Score -747225.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -747248.000000 Penalty: 2847.452881
	Iteration 21Q: 3 clusters Score -747248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -747272.312500 Penalty: 2847.452881
	Iteration 22Q: 3 clusters Score -747272.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -747303.562500 Penalty: 2847.452881
	Iteration 23Q: 3 clusters Score -747303.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -747324.187500 Penalty: 2847.452881
	Iteration 24Q: 3 clusters Score -747324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -747334.687500 Penalty: 2847.452881
	Iteration 25Q: 3 clusters Score -747334.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -747338.750000 Penalty: 2847.452881
	Iteration 26Q: 3 clusters Score -747338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -747347.875000 Penalty: 2847.452881
	Iteration 27Q: 3 clusters Score -747347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -747355.125000 Penalty: 2847.452881
	Iteration 28Q: 3 clusters Score -747355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -747359.375000 Penalty: 2847.452881
	Iteration 29Q: 3 clusters Score -747359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -747362.812500 Penalty: 2847.452881
	Iteration 30Q: 3 clusters Score -747362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -747363.250000 Penalty: 2847.452881
	Iteration 31Q: 3 clusters Score -747363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -747364.375000 Penalty: 2847.452881
	Iteration 32Q: 3 clusters Score -747364.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -747366.312500 Penalty: 2847.452881
	Iteration 33Q: 3 clusters Score -747366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -747368.125000 Penalty: 2847.452881
	Iteration 34Q: 3 clusters Score -747368.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -747368.687500 Penalty: 2847.452881
	Iteration 35Q: 3 clusters Score -747368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -747369.687500 Penalty: 2847.452881
	Iteration 36Q: 3 clusters Score -747369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -747370.812500 Penalty: 2847.452881
	Iteration 37Q: 3 clusters Score -747370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -747371.000000 Penalty: 2847.452881
	Iteration 38Q: 3 clusters Score -747371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -747371.000000 Penalty: 2847.452881
	Iteration 39F: 3 clusters Score -747371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -283441.062500 Penalty: 1260.937256
	Iteration 0F: 2 clusters Score -283441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -281126.406250 Penalty: 2521.874512
	Iteration 0F: 3 clusters Score -281126.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -281656.906250 Penalty: 2521.874512
	Iteration 1F: 3 clusters Score -281656.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -281774.968750 Penalty: 2521.874512
	Iteration 2F: 3 clusters Score -281775 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -281846.468750 Penalty: 2521.874512
	Iteration 3Q: 3 clusters Score -281846.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -281899.156250 Penalty: 2521.874512
	Iteration 4Q: 3 clusters Score -281899.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -281939.968750 Penalty: 2521.874512
	Iteration 5Q: 3 clusters Score -281940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -281973.750000 Penalty: 2521.874512
	Iteration 6Q: 3 clusters Score -281973.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -282003.343750 Penalty: 2521.874512
	Iteration 7Q: 3 clusters Score -282003.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -282019.343750 Penalty: 2521.874512
	Iteration 8Q: 3 clusters Score -282019.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -282031.531250 Penalty: 2521.874512
	Iteration 9Q: 3 clusters Score -282031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -282037.750000 Penalty: 2521.874512
	Iteration 10Q: 3 clusters Score -282037.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -282045.406250 Penalty: 2521.874512
	Iteration 11Q: 3 clusters Score -282045.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282049.781250 Penalty: 2521.874512
	Iteration 12Q: 3 clusters Score -282049.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -282054.187500 Penalty: 2521.874512
	Iteration 13Q: 3 clusters Score -282054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282060.250000 Penalty: 2521.874512
	Iteration 14Q: 3 clusters Score -282060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -282065.843750 Penalty: 2521.874512
	Iteration 15Q: 3 clusters Score -282065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282069.156250 Penalty: 2521.874512
	Iteration 16Q: 3 clusters Score -282069.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -282071.562500 Penalty: 2521.874512
	Iteration 17Q: 3 clusters Score -282071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -282075.281250 Penalty: 2521.874512
	Iteration 18Q: 3 clusters Score -282075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282079.843750 Penalty: 2521.874512
	Iteration 19Q: 3 clusters Score -282079.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -282085.156250 Penalty: 2521.874512
	Iteration 20F: 3 clusters Score -282085.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -282089.093750 Penalty: 2521.874512
	Iteration 21Q: 3 clusters Score -282089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -282093.250000 Penalty: 2521.874512
	Iteration 22Q: 3 clusters Score -282093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282098.000000 Penalty: 2521.874512
	Iteration 23Q: 3 clusters Score -282098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282101.281250 Penalty: 2521.874512
	Iteration 24Q: 3 clusters Score -282101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -282103.250000 Penalty: 2521.874512
	Iteration 25Q: 3 clusters Score -282103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -282107.000000 Penalty: 2521.874512
	Iteration 26Q: 3 clusters Score -282107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282111.687500 Penalty: 2521.874512
	Iteration 27Q: 3 clusters Score -282111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282115.000000 Penalty: 2521.874512
	Iteration 28Q: 3 clusters Score -282115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -282120.250000 Penalty: 2521.874512
	Iteration 29Q: 3 clusters Score -282120.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -282125.781250 Penalty: 2521.874512
	Iteration 30Q: 3 clusters Score -282125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -282129.156250 Penalty: 2521.874512
	Iteration 31Q: 3 clusters Score -282129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -282132.125000 Penalty: 2521.874512
	Iteration 32Q: 3 clusters Score -282132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -282133.343750 Penalty: 2521.874512
	Iteration 33Q: 3 clusters Score -282133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282136.000000 Penalty: 2521.874512
	Iteration 34Q: 3 clusters Score -282136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282137.687500 Penalty: 2521.874512
	Iteration 35Q: 3 clusters Score -282137.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -282140.593750 Penalty: 2521.874512
	Iteration 36Q: 3 clusters Score -282140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -282141.562500 Penalty: 2521.874512
	Iteration 37Q: 3 clusters Score -282141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -282141.687500 Penalty: 2521.874512
	Iteration 38Q: 3 clusters Score -282141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -282142.187500 Penalty: 2521.874512
	Iteration 39Q: 3 clusters Score -282142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -282143.156250 Penalty: 2521.874512
	Iteration 40F: 3 clusters Score -282143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -282143.937500 Penalty: 2521.874512
	Iteration 41Q: 3 clusters Score -282143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -282145.187500 Penalty: 2521.874512
	Iteration 42Q: 3 clusters Score -282145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -282147.812500 Penalty: 2521.874512
	Iteration 43Q: 3 clusters Score -282147.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -282151.218750 Penalty: 2521.874512
	Iteration 44Q: 3 clusters Score -282151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -282155.750000 Penalty: 2521.874512
	Iteration 45Q: 3 clusters Score -282155.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -282161.093750 Penalty: 2521.874512
	Iteration 46Q: 3 clusters Score -282161.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -282168.406250 Penalty: 2521.874512
	Iteration 47Q: 3 clusters Score -282168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -282176.218750 Penalty: 2521.874512
	Iteration 48Q: 3 clusters Score -282176.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -282188.250000 Penalty: 2521.874512
	Iteration 49Q: 3 clusters Score -282188.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -282203.312500 Penalty: 2521.874512
	Iteration 50Q: 3 clusters Score -282203.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -282218.093750 Penalty: 2521.874512
	Iteration 51Q: 3 clusters Score -282218.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -282236.031250 Penalty: 2521.874512
	Iteration 52Q: 3 clusters Score -282236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -282249.281250 Penalty: 2521.874512
	Iteration 53Q: 3 clusters Score -282249.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -282260.343750 Penalty: 2521.874512
	Iteration 54Q: 3 clusters Score -282260.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -282269.906250 Penalty: 2521.874512
	Iteration 55Q: 3 clusters Score -282269.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -282285.687500 Penalty: 2521.874512
	Iteration 56Q: 3 clusters Score -282285.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -282297.812500 Penalty: 2521.874512
	Iteration 57Q: 3 clusters Score -282297.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -282312.468750 Penalty: 2521.874512
	Iteration 58Q: 3 clusters Score -282312.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -282335.718750 Penalty: 2521.874512
	Iteration 59Q: 3 clusters Score -282335.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -282352.875000 Penalty: 2521.874512
	Iteration 60F: 3 clusters Score -282352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -282369.031250 Penalty: 2521.874512
	Iteration 61Q: 3 clusters Score -282369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -282382.437500 Penalty: 2521.874512
	Iteration 62Q: 3 clusters Score -282382.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -282393.000000 Penalty: 2521.874512
	Iteration 63Q: 3 clusters Score -282393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -282407.031250 Penalty: 2521.874512
	Iteration 64Q: 3 clusters Score -282407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -282416.875000 Penalty: 2521.874512
	Iteration 65Q: 3 clusters Score -282416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -282426.406250 Penalty: 2521.874512
	Iteration 66Q: 3 clusters Score -282426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -282431.375000 Penalty: 2521.874512
	Iteration 67Q: 3 clusters Score -282431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -282438.687500 Penalty: 2521.874512
	Iteration 68Q: 3 clusters Score -282438.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -282446.687500 Penalty: 2521.874512
	Iteration 69Q: 3 clusters Score -282446.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -282454.375000 Penalty: 2521.874512
	Iteration 70Q: 3 clusters Score -282454.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -282457.437500 Penalty: 2521.874512
	Iteration 71Q: 3 clusters Score -282457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -282458.281250 Penalty: 2521.874512
	Iteration 72Q: 3 clusters Score -282458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -282459.625000 Penalty: 2521.874512
	Iteration 73Q: 3 clusters Score -282459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -282461.500000 Penalty: 2521.874512
	Iteration 74Q: 3 clusters Score -282461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -282461.656250 Penalty: 2521.874512
	Iteration 75Q: 3 clusters Score -282461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -282462.437500 Penalty: 2521.874512
	Iteration 76Q: 3 clusters Score -282462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -282462.437500 Penalty: 2521.874512
	Iteration 77F: 3 clusters Score -282462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Entering Unmasked Estep 
Score: -7003980.000000 Penalty: 1771.557617
	Iteration 0F: 2 clusters Score -7003980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6967408.000000 Penalty: 3543.115234
	Iteration 0F: 3 clusters Score -6967408 nChanged 25603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -6982042.500000 Penalty: 3543.115234
	Iteration 1F: 3 clusters Score -6982042 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -6982517.500000 Penalty: 3543.115234
	Iteration 2Q: 3 clusters Score -6982518 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -6983013.500000 Penalty: 3543.115234
	Iteration 3Q: 3 clusters Score -6983014 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -6983555.000000 Penalty: 3543.115234
	Iteration 4Q: 3 clusters Score -6983555 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -6984313.000000 Penalty: 3543.115234
	Iteration 5Q: 3 clusters Score -6984313 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -6985200.000000 Penalty: 3543.115234
	Iteration 6Q: 3 clusters Score -6985200 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -6986457.000000 Penalty: 3543.115234
	Iteration 7Q: 3 clusters Score -6986457 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -6988149.000000 Penalty: 3543.115234
	Iteration 8Q: 3 clusters Score -6988149 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -6990321.000000 Penalty: 3543.115234
	Iteration 9F: 3 clusters Score -6990321 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -6992290.500000 Penalty: 3543.115234
	Iteration 10F: 3 clusters Score -6992290 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -6993574.000000 Penalty: 3543.115234
	Iteration 11Q: 3 clusters Score -6993574 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -6994275.500000 Penalty: 3543.115234
	Iteration 12Q: 3 clusters Score -6994276 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6994745.500000 Penalty: 3543.115234
	Iteration 13Q: 3 clusters Score -6994746 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -6995113.000000 Penalty: 3543.115234
	Iteration 14Q: 3 clusters Score -6995113 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -6995531.500000 Penalty: 3543.115234
	Iteration 15Q: 3 clusters Score -6995532 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -6996009.500000 Penalty: 3543.115234
	Iteration 16Q: 3 clusters Score -6996010 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -6996535.000000 Penalty: 3543.115234
	Iteration 17Q: 3 clusters Score -6996535 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -6997150.000000 Penalty: 3543.115234
	Iteration 18Q: 3 clusters Score -6997150 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -6997792.000000 Penalty: 3543.115234
	Iteration 19Q: 3 clusters Score -6997792 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -6998476.500000 Penalty: 3543.115234
	Iteration 20F: 3 clusters Score -6998476 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -6999079.500000 Penalty: 3543.115234
	Iteration 21Q: 3 clusters Score -6999080 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -6999611.500000 Penalty: 3543.115234
	Iteration 22Q: 3 clusters Score -6999612 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7000198.500000 Penalty: 3543.115234
	Iteration 23Q: 3 clusters Score -7000198 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7000708.000000 Penalty: 3543.115234
	Iteration 24Q: 3 clusters Score -7000708 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7001128.500000 Penalty: 3543.115234
	Iteration 25Q: 3 clusters Score -7001128 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7001477.000000 Penalty: 3543.115234
	Iteration 26Q: 3 clusters Score -7001477 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7001734.000000 Penalty: 3543.115234
	Iteration 27Q: 3 clusters Score -7001734 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7001946.000000 Penalty: 3543.115234
	Iteration 28Q: 3 clusters Score -7001946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7002093.000000 Penalty: 3543.115234
	Iteration 29Q: 3 clusters Score -7002093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7002212.500000 Penalty: 3543.115234
	Iteration 30Q: 3 clusters Score -7002212 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7002278.500000 Penalty: 3543.115234
	Iteration 31Q: 3 clusters Score -7002278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7002319.500000 Penalty: 3543.115234
	Iteration 32Q: 3 clusters Score -7002320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7002362.500000 Penalty: 3543.115234
	Iteration 33Q: 3 clusters Score -7002362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7002406.500000 Penalty: 3543.115234
	Iteration 34Q: 3 clusters Score -7002406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7002427.500000 Penalty: 3543.115234
	Iteration 35Q: 3 clusters Score -7002428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7002447.500000 Penalty: 3543.115234
	Iteration 36Q: 3 clusters Score -7002448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7002461.500000 Penalty: 3543.115234
	Iteration 37Q: 3 clusters Score -7002462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7002466.500000 Penalty: 3543.115234
	Iteration 38Q: 3 clusters Score -7002466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7002480.000000 Penalty: 3543.115234
	Iteration 39Q: 3 clusters Score -7002480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7002486.500000 Penalty: 3543.115234
	Iteration 40F: 3 clusters Score -7002486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7002492.500000 Penalty: 3543.115234
	Iteration 41Q: 3 clusters Score -7002492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7002489.000000 Penalty: 3543.115234
	Iteration 42Q: 3 clusters Score -7002489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7002499.500000 Penalty: 3543.115234
	Iteration 43Q: 3 clusters Score -7002500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7002507.000000 Penalty: 3543.115234
	Iteration 44Q: 3 clusters Score -7002507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7002509.500000 Penalty: 3543.115234
	Iteration 45Q: 3 clusters Score -7002510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7002505.500000 Penalty: 3543.115234
	Iteration 46Q: 3 clusters Score -7002506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7002504.000000 Penalty: 3543.115234
	Iteration 47Q: 3 clusters Score -7002504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7002498.000000 Penalty: 3543.115234
	Iteration 48Q: 3 clusters Score -7002498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7002505.500000 Penalty: 3543.115234
	Iteration 49Q: 3 clusters Score -7002506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7002505.000000 Penalty: 3543.115234
	Iteration 50Q: 3 clusters Score -7002505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7002512.000000 Penalty: 3543.115234
	Iteration 51Q: 3 clusters Score -7002512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7002513.500000 Penalty: 3543.115234
	Iteration 52Q: 3 clusters Score -7002514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7002514.000000 Penalty: 3543.115234
	Iteration 53Q: 3 clusters Score -7002514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7002514.000000 Penalty: 3543.115234
	Iteration 54F: 3 clusters Score -7002514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29284.535156 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29284.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28473.853516 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28473.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28557.486328 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28557.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28592.777344 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28592.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28616.859375 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28616.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28627.822266 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28627.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28627.822266 Penalty: 1783.904785
	Iteration 5F: 3 clusters Score -28627.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Entering Unmasked Estep 
Score: -2489126.500000 Penalty: 1609.186646
	Iteration 0F: 2 clusters Score -2489126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2475603.500000 Penalty: 3218.373291
	Iteration 0F: 3 clusters Score -2475604 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2480466.750000 Penalty: 3218.373291
	Iteration 1F: 3 clusters Score -2480467 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2480878.500000 Penalty: 3218.373291
	Iteration 2F: 3 clusters Score -2480878 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2481289.250000 Penalty: 3218.373291
	Iteration 3Q: 3 clusters Score -2481289 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2481764.500000 Penalty: 3218.373291
	Iteration 4Q: 3 clusters Score -2481764 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2482325.000000 Penalty: 3218.373291
	Iteration 5Q: 3 clusters Score -2482325 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2482979.750000 Penalty: 3218.373291
	Iteration 6F: 3 clusters Score -2482980 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2483656.000000 Penalty: 3218.373291
	Iteration 7F: 3 clusters Score -2483656 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2484273.750000 Penalty: 3218.373291
	Iteration 8Q: 3 clusters Score -2484274 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2484791.500000 Penalty: 3218.373291
	Iteration 9Q: 3 clusters Score -2484792 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2485200.750000 Penalty: 3218.373291
	Iteration 10Q: 3 clusters Score -2485201 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2485461.250000 Penalty: 3218.373291
	Iteration 11Q: 3 clusters Score -2485461 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2485603.250000 Penalty: 3218.373291
	Iteration 12Q: 3 clusters Score -2485603 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2485714.250000 Penalty: 3218.373291
	Iteration 13Q: 3 clusters Score -2485714 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2485820.750000 Penalty: 3218.373291
	Iteration 14Q: 3 clusters Score -2485821 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2485887.750000 Penalty: 3218.373291
	Iteration 15Q: 3 clusters Score -2485888 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2485947.500000 Penalty: 3218.373291
	Iteration 16Q: 3 clusters Score -2485948 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2486002.000000 Penalty: 3218.373291
	Iteration 17Q: 3 clusters Score -2486002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2486071.250000 Penalty: 3218.373291
	Iteration 18Q: 3 clusters Score -2486071 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2486130.500000 Penalty: 3218.373291
	Iteration 19Q: 3 clusters Score -2486130 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2486176.250000 Penalty: 3218.373291
	Iteration 20F: 3 clusters Score -2486176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2486227.500000 Penalty: 3218.373291
	Iteration 21Q: 3 clusters Score -2486228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2486297.500000 Penalty: 3218.373291
	Iteration 22Q: 3 clusters Score -2486298 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2486343.250000 Penalty: 3218.373291
	Iteration 23Q: 3 clusters Score -2486343 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2486398.750000 Penalty: 3218.373291
	Iteration 24Q: 3 clusters Score -2486399 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2486443.750000 Penalty: 3218.373291
	Iteration 25Q: 3 clusters Score -2486444 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2486498.250000 Penalty: 3218.373291
	Iteration 26Q: 3 clusters Score -2486498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2486550.500000 Penalty: 3218.373291
	Iteration 27Q: 3 clusters Score -2486550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2486589.000000 Penalty: 3218.373291
	Iteration 28Q: 3 clusters Score -2486589 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2486641.250000 Penalty: 3218.373291
	Iteration 29Q: 3 clusters Score -2486641 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2486699.250000 Penalty: 3218.373291
	Iteration 30Q: 3 clusters Score -2486699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2486744.250000 Penalty: 3218.373291
	Iteration 31Q: 3 clusters Score -2486744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2486792.500000 Penalty: 3218.373291
	Iteration 32Q: 3 clusters Score -2486792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2486830.000000 Penalty: 3218.373291
	Iteration 33Q: 3 clusters Score -2486830 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2486870.500000 Penalty: 3218.373291
	Iteration 34Q: 3 clusters Score -2486870 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2486908.250000 Penalty: 3218.373291
	Iteration 35Q: 3 clusters Score -2486908 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2486971.250000 Penalty: 3218.373291
	Iteration 36Q: 3 clusters Score -2486971 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2487024.000000 Penalty: 3218.373291
	Iteration 37Q: 3 clusters Score -2487024 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2487067.500000 Penalty: 3218.373291
	Iteration 38Q: 3 clusters Score -2487068 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2487111.000000 Penalty: 3218.373291
	Iteration 39Q: 3 clusters Score -2487111 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2487160.500000 Penalty: 3218.373291
	Iteration 40F: 3 clusters Score -2487160 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2487211.500000 Penalty: 3218.373291
	Iteration 41Q: 3 clusters Score -2487212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2487272.000000 Penalty: 3218.373291
	Iteration 42Q: 3 clusters Score -2487272 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2487355.500000 Penalty: 3218.373291
	Iteration 43Q: 3 clusters Score -2487356 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2487425.000000 Penalty: 3218.373291
	Iteration 44Q: 3 clusters Score -2487425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2487514.500000 Penalty: 3218.373291
	Iteration 45Q: 3 clusters Score -2487514 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2487646.500000 Penalty: 3218.373291
	Iteration 46Q: 3 clusters Score -2487646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2487783.250000 Penalty: 3218.373291
	Iteration 47Q: 3 clusters Score -2487783 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2487902.750000 Penalty: 3218.373291
	Iteration 48Q: 3 clusters Score -2487903 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2488010.000000 Penalty: 3218.373291
	Iteration 49Q: 3 clusters Score -2488010 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2488071.500000 Penalty: 3218.373291
	Iteration 50Q: 3 clusters Score -2488072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2488091.000000 Penalty: 3218.373291
	Iteration 51Q: 3 clusters Score -2488091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2488105.750000 Penalty: 3218.373291
	Iteration 52Q: 3 clusters Score -2488106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2488123.750000 Penalty: 3218.373291
	Iteration 53Q: 3 clusters Score -2488124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2488134.000000 Penalty: 3218.373291
	Iteration 54Q: 3 clusters Score -2488134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2488133.500000 Penalty: 3218.373291
	Iteration 55Q: 3 clusters Score -2488134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2488143.250000 Penalty: 3218.373291
	Iteration 56Q: 3 clusters Score -2488143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2488141.750000 Penalty: 3218.373291
	Iteration 57Q: 3 clusters Score -2488142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2488144.500000 Penalty: 3218.373291
	Iteration 58Q: 3 clusters Score -2488144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2488149.750000 Penalty: 3218.373291
	Iteration 59Q: 3 clusters Score -2488150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2488151.000000 Penalty: 3218.373291
	Iteration 60F: 3 clusters Score -2488151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2488155.250000 Penalty: 3218.373291
	Iteration 61Q: 3 clusters Score -2488155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2488151.500000 Penalty: 3218.373291
	Iteration 62Q: 3 clusters Score -2488152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2488152.000000 Penalty: 3218.373291
	Iteration 63Q: 3 clusters Score -2488152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2488157.000000 Penalty: 3218.373291
	Iteration 64Q: 3 clusters Score -2488157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2488157.250000 Penalty: 3218.373291
	Iteration 65Q: 3 clusters Score -2488157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2488159.750000 Penalty: 3218.373291
	Iteration 66Q: 3 clusters Score -2488160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2488160.500000 Penalty: 3218.373291
	Iteration 67Q: 3 clusters Score -2488160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2488161.750000 Penalty: 3218.373291
	Iteration 68Q: 3 clusters Score -2488162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2488162.250000 Penalty: 3218.373291
	Iteration 69Q: 3 clusters Score -2488162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2488163.000000 Penalty: 3218.373291
	Iteration 70Q: 3 clusters Score -2488163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2488161.750000 Penalty: 3218.373291
	Iteration 71Q: 3 clusters Score -2488162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2488162.000000 Penalty: 3218.373291
	Iteration 72Q: 3 clusters Score -2488162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2488165.000000 Penalty: 3218.373291
	Iteration 73Q: 3 clusters Score -2488165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2488162.750000 Penalty: 3218.373291
	Iteration 74Q: 3 clusters Score -2488163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2488166.250000 Penalty: 3218.373291
	Iteration 75Q: 3 clusters Score -2488166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2488169.750000 Penalty: 3218.373291
	Iteration 76Q: 3 clusters Score -2488170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2488173.500000 Penalty: 3218.373291
	Iteration 77Q: 3 clusters Score -2488174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2488171.500000 Penalty: 3218.373291
	Iteration 78Q: 3 clusters Score -2488172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2488172.000000 Penalty: 3218.373291
	Iteration 79Q: 3 clusters Score -2488172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2488174.250000 Penalty: 3218.373291
	Iteration 80F: 3 clusters Score -2488174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2488175.500000 Penalty: 3218.373291
	Iteration 81Q: 3 clusters Score -2488176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2488177.000000 Penalty: 3218.373291
	Iteration 82Q: 3 clusters Score -2488177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2488174.000000 Penalty: 3218.373291
	Iteration 83Q: 3 clusters Score -2488174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2488178.750000 Penalty: 3218.373291
	Iteration 84Q: 3 clusters Score -2488179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2488178.750000 Penalty: 3218.373291
	Iteration 85Q: 3 clusters Score -2488179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2488180.500000 Penalty: 3218.373291
	Iteration 86Q: 3 clusters Score -2488180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2488180.000000 Penalty: 3218.373291
	Iteration 87Q: 3 clusters Score -2488180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -2488178.750000 Penalty: 3218.373291
	Iteration 88Q: 3 clusters Score -2488179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2488179.750000 Penalty: 3218.373291
	Iteration 89Q: 3 clusters Score -2488180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2488180.500000 Penalty: 3218.373291
	Iteration 90Q: 3 clusters Score -2488180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2488182.500000 Penalty: 3218.373291
	Iteration 91Q: 3 clusters Score -2488182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2488186.750000 Penalty: 3218.373291
	Iteration 92Q: 3 clusters Score -2488187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2488183.000000 Penalty: 3218.373291
	Iteration 93Q: 3 clusters Score -2488183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2488187.000000 Penalty: 3218.373291
	Iteration 94Q: 3 clusters Score -2488187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2488188.000000 Penalty: 3218.373291
	Iteration 95Q: 3 clusters Score -2488188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2488189.750000 Penalty: 3218.373291
	Iteration 96Q: 3 clusters Score -2488190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2488190.500000 Penalty: 3218.373291
	Iteration 97Q: 3 clusters Score -2488190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2488194.250000 Penalty: 3218.373291
	Iteration 98Q: 3 clusters Score -2488194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2488190.750000 Penalty: 3218.373291
	Iteration 99Q: 3 clusters Score -2488191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2488190.750000 Penalty: 3218.373291
	Iteration 100F: 3 clusters Score -2488191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -68851.382812 Penalty: 1056.703369
	Iteration 0F: 2 clusters Score -68851.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67749.937500 Penalty: 2113.406738
	Iteration 0F: 3 clusters Score -67749.94 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68099.226562 Penalty: 2113.406738
	Iteration 1F: 3 clusters Score -68099.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68255.664062 Penalty: 2113.406738
	Iteration 2F: 3 clusters Score -68255.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68359.125000 Penalty: 2113.406738
	Iteration 3F: 3 clusters Score -68359.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -68414.476562 Penalty: 2113.406738
	Iteration 4Q: 3 clusters Score -68414.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -68470.664062 Penalty: 2113.406738
	Iteration 5Q: 3 clusters Score -68470.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68522.726562 Penalty: 2113.406738
	Iteration 6Q: 3 clusters Score -68522.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68560.875000 Penalty: 2113.406738
	Iteration 7Q: 3 clusters Score -68560.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68573.265625 Penalty: 2113.406738
	Iteration 8Q: 3 clusters Score -68573.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68579.101562 Penalty: 2113.406738
	Iteration 9Q: 3 clusters Score -68579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68580.898438 Penalty: 2113.406738
	Iteration 10Q: 3 clusters Score -68580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68583.937500 Penalty: 2113.406738
	Iteration 11Q: 3 clusters Score -68583.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68588.335938 Penalty: 2113.406738
	Iteration 12Q: 3 clusters Score -68588.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68589.257812 Penalty: 2113.406738
	Iteration 13Q: 3 clusters Score -68589.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -68590.617188 Penalty: 2113.406738
	Iteration 14Q: 3 clusters Score -68590.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68591.664062 Penalty: 2113.406738
	Iteration 15Q: 3 clusters Score -68591.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68592.664062 Penalty: 2113.406738
	Iteration 16Q: 3 clusters Score -68592.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68592.890625 Penalty: 2113.406738
	Iteration 17Q: 3 clusters Score -68592.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68592.890625 Penalty: 2113.406738
	Iteration 18F: 3 clusters Score -68592.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (78985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Entering Unmasked Estep 
Score: -10180476.000000 Penalty: 1832.514526
	Iteration 0F: 2 clusters Score -1.018048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -10128154.000000 Penalty: 3665.029053
	Iteration 0F: 3 clusters Score -1.012815e+07 nChanged 37478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -10149880.000000 Penalty: 3665.029053
	Iteration 1F: 3 clusters Score -1.014988e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -10150710.000000 Penalty: 3665.029053
	Iteration 2Q: 3 clusters Score -1.015071e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -10151839.000000 Penalty: 3665.029053
	Iteration 3Q: 3 clusters Score -1.015184e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -10153550.000000 Penalty: 3665.029053
	Iteration 4Q: 3 clusters Score -1.015355e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -10155761.000000 Penalty: 3665.029053
	Iteration 5F: 3 clusters Score -1.015576e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -10159014.000000 Penalty: 3665.029053
	Iteration 6F: 3 clusters Score -1.015901e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -10162801.000000 Penalty: 3665.029053
	Iteration 7F: 3 clusters Score -1.01628e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -10166109.000000 Penalty: 3665.029053
	Iteration 8F: 3 clusters Score -1.016611e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58090 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -10168058.000000 Penalty: 3665.029053
	Iteration 9Q: 3 clusters Score -1.016806e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59798 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -10169117.000000 Penalty: 3665.029053
	Iteration 10Q: 3 clusters Score -1.016912e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61442 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -10169919.000000 Penalty: 3665.029053
	Iteration 11Q: 3 clusters Score -1.016992e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -10170609.000000 Penalty: 3665.029053
	Iteration 12Q: 3 clusters Score -1.017061e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -10171334.000000 Penalty: 3665.029053
	Iteration 13Q: 3 clusters Score -1.017133e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -10172120.000000 Penalty: 3665.029053
	Iteration 14Q: 3 clusters Score -1.017212e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -10173024.000000 Penalty: 3665.029053
	Iteration 15Q: 3 clusters Score -1.017302e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -10173898.000000 Penalty: 3665.029053
	Iteration 16Q: 3 clusters Score -1.01739e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -10174707.000000 Penalty: 3665.029053
	Iteration 17Q: 3 clusters Score -1.017471e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -10175578.000000 Penalty: 3665.029053
	Iteration 18Q: 3 clusters Score -1.017558e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -10176374.000000 Penalty: 3665.029053
	Iteration 19Q: 3 clusters Score -1.017637e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75194 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10177079.000000 Penalty: 3665.029053
	Iteration 20F: 3 clusters Score -1.017708e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10177647.000000 Penalty: 3665.029053
	Iteration 21Q: 3 clusters Score -1.017765e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10178105.000000 Penalty: 3665.029053
	Iteration 22Q: 3 clusters Score -1.01781e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10178460.000000 Penalty: 3665.029053
	Iteration 23Q: 3 clusters Score -1.017846e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10178681.000000 Penalty: 3665.029053
	Iteration 24Q: 3 clusters Score -1.017868e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10178803.000000 Penalty: 3665.029053
	Iteration 25Q: 3 clusters Score -1.01788e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10178921.000000 Penalty: 3665.029053
	Iteration 26Q: 3 clusters Score -1.017892e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10179003.000000 Penalty: 3665.029053
	Iteration 27Q: 3 clusters Score -1.0179e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78258 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10179052.000000 Penalty: 3665.029053
	Iteration 28Q: 3 clusters Score -1.017905e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10179095.000000 Penalty: 3665.029053
	Iteration 29Q: 3 clusters Score -1.01791e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10179119.000000 Penalty: 3665.029053
	Iteration 30Q: 3 clusters Score -1.017912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10179134.000000 Penalty: 3665.029053
	Iteration 31Q: 3 clusters Score -1.017913e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10179142.000000 Penalty: 3665.029053
	Iteration 32Q: 3 clusters Score -1.017914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10179156.000000 Penalty: 3665.029053
	Iteration 33Q: 3 clusters Score -1.017916e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10179152.000000 Penalty: 3665.029053
	Iteration 34Q: 3 clusters Score -1.017915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10179163.000000 Penalty: 3665.029053
	Iteration 35Q: 3 clusters Score -1.017916e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78408 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10179171.000000 Penalty: 3665.029053
	Iteration 36Q: 3 clusters Score -1.017917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10179184.000000 Penalty: 3665.029053
	Iteration 37Q: 3 clusters Score -1.017918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10179195.000000 Penalty: 3665.029053
	Iteration 38Q: 3 clusters Score -1.01792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10179192.000000 Penalty: 3665.029053
	Iteration 39Q: 3 clusters Score -1.017919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10179187.000000 Penalty: 3665.029053
	Iteration 40F: 3 clusters Score -1.017919e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -10179196.000000 Penalty: 3665.029053
	Iteration 41Q: 3 clusters Score -1.01792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10179192.000000 Penalty: 3665.029053
	Iteration 42Q: 3 clusters Score -1.017919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10179197.000000 Penalty: 3665.029053
	Iteration 43Q: 3 clusters Score -1.01792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10179195.000000 Penalty: 3665.029053
	Iteration 44Q: 3 clusters Score -1.01792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10179189.000000 Penalty: 3665.029053
	Iteration 45Q: 3 clusters Score -1.017919e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10179196.000000 Penalty: 3665.029053
	Iteration 46Q: 3 clusters Score -1.01792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10179196.000000 Penalty: 3665.029053
	Iteration 47F: 3 clusters Score -1.01792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -309633.906250 Penalty: 1266.591797
	Iteration 0F: 2 clusters Score -309633.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -307251.093750 Penalty: 2533.183594
	Iteration 0F: 3 clusters Score -307251.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -307762.406250 Penalty: 2533.183594
	Iteration 1F: 3 clusters Score -307762.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -307871.406250 Penalty: 2533.183594
	Iteration 2F: 3 clusters Score -307871.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -307943.281250 Penalty: 2533.183594
	Iteration 3Q: 3 clusters Score -307943.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -308019.218750 Penalty: 2533.183594
	Iteration 4Q: 3 clusters Score -308019.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -308095.906250 Penalty: 2533.183594
	Iteration 5Q: 3 clusters Score -308095.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -308161.531250 Penalty: 2533.183594
	Iteration 6Q: 3 clusters Score -308161.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -308204.093750 Penalty: 2533.183594
	Iteration 7Q: 3 clusters Score -308204.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -308242.312500 Penalty: 2533.183594
	Iteration 8Q: 3 clusters Score -308242.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -308275.218750 Penalty: 2533.183594
	Iteration 9Q: 3 clusters Score -308275.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -308301.718750 Penalty: 2533.183594
	Iteration 10Q: 3 clusters Score -308301.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -308331.437500 Penalty: 2533.183594
	Iteration 11Q: 3 clusters Score -308331.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -308356.812500 Penalty: 2533.183594
	Iteration 12Q: 3 clusters Score -308356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -308375.562500 Penalty: 2533.183594
	Iteration 13Q: 3 clusters Score -308375.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -308390.687500 Penalty: 2533.183594
	Iteration 14Q: 3 clusters Score -308390.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -308401.281250 Penalty: 2533.183594
	Iteration 15Q: 3 clusters Score -308401.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -308410.125000 Penalty: 2533.183594
	Iteration 16Q: 3 clusters Score -308410.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -308421.031250 Penalty: 2533.183594
	Iteration 17Q: 3 clusters Score -308421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -308429.312500 Penalty: 2533.183594
	Iteration 18Q: 3 clusters Score -308429.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -308436.187500 Penalty: 2533.183594
	Iteration 19Q: 3 clusters Score -308436.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -308441.218750 Penalty: 2533.183594
	Iteration 20F: 3 clusters Score -308441.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -308445.187500 Penalty: 2533.183594
	Iteration 21Q: 3 clusters Score -308445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -308448.218750 Penalty: 2533.183594
	Iteration 22Q: 3 clusters Score -308448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -308453.656250 Penalty: 2533.183594
	Iteration 23Q: 3 clusters Score -308453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -308458.312500 Penalty: 2533.183594
	Iteration 24Q: 3 clusters Score -308458.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -308463.500000 Penalty: 2533.183594
	Iteration 25Q: 3 clusters Score -308463.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -308465.562500 Penalty: 2533.183594
	Iteration 26Q: 3 clusters Score -308465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -308468.625000 Penalty: 2533.183594
	Iteration 27Q: 3 clusters Score -308468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -308469.968750 Penalty: 2533.183594
	Iteration 28Q: 3 clusters Score -308470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -308470.843750 Penalty: 2533.183594
	Iteration 29Q: 3 clusters Score -308470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -308471.281250 Penalty: 2533.183594
	Iteration 30Q: 3 clusters Score -308471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -308471.531250 Penalty: 2533.183594
	Iteration 31Q: 3 clusters Score -308471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -308472.968750 Penalty: 2533.183594
	Iteration 32Q: 3 clusters Score -308473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -308474.968750 Penalty: 2533.183594
	Iteration 33Q: 3 clusters Score -308475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -308476.656250 Penalty: 2533.183594
	Iteration 34Q: 3 clusters Score -308476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -308478.218750 Penalty: 2533.183594
	Iteration 35Q: 3 clusters Score -308478.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -308479.187500 Penalty: 2533.183594
	Iteration 36Q: 3 clusters Score -308479.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -308480.375000 Penalty: 2533.183594
	Iteration 37Q: 3 clusters Score -308480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -308482.250000 Penalty: 2533.183594
	Iteration 38Q: 3 clusters Score -308482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -308482.312500 Penalty: 2533.183594
	Iteration 39Q: 3 clusters Score -308482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -308482.843750 Penalty: 2533.183594
	Iteration 40F: 3 clusters Score -308482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -308483.968750 Penalty: 2533.183594
	Iteration 41Q: 3 clusters Score -308484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -308485.500000 Penalty: 2533.183594
	Iteration 42Q: 3 clusters Score -308485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -308486.781250 Penalty: 2533.183594
	Iteration 43Q: 3 clusters Score -308486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -308487.281250 Penalty: 2533.183594
	Iteration 44Q: 3 clusters Score -308487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -308488.468750 Penalty: 2533.183594
	Iteration 45Q: 3 clusters Score -308488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -308489.218750 Penalty: 2533.183594
	Iteration 46Q: 3 clusters Score -308489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -308489.500000 Penalty: 2533.183594
	Iteration 47Q: 3 clusters Score -308489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -308489.500000 Penalty: 2533.183594
	Iteration 48F: 3 clusters Score -308489.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Entering Unmasked Estep 
Score: -2606473.000000 Penalty: 1618.078613
	Iteration 0F: 2 clusters Score -2606473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2591942.500000 Penalty: 3236.157227
	Iteration 0F: 3 clusters Score -2591942 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2597099.250000 Penalty: 3236.157227
	Iteration 1F: 3 clusters Score -2597099 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2597421.500000 Penalty: 3236.157227
	Iteration 2Q: 3 clusters Score -2597422 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2597686.000000 Penalty: 3236.157227
	Iteration 3Q: 3 clusters Score -2597686 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2597941.750000 Penalty: 3236.157227
	Iteration 4Q: 3 clusters Score -2597942 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2598189.500000 Penalty: 3236.157227
	Iteration 5Q: 3 clusters Score -2598190 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2598423.000000 Penalty: 3236.157227
	Iteration 6Q: 3 clusters Score -2598423 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2598657.250000 Penalty: 3236.157227
	Iteration 7Q: 3 clusters Score -2598657 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2598914.250000 Penalty: 3236.157227
	Iteration 8Q: 3 clusters Score -2598914 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2599177.000000 Penalty: 3236.157227
	Iteration 9Q: 3 clusters Score -2599177 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2599440.500000 Penalty: 3236.157227
	Iteration 10Q: 3 clusters Score -2599440 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2599741.500000 Penalty: 3236.157227
	Iteration 11Q: 3 clusters Score -2599742 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2600087.500000 Penalty: 3236.157227
	Iteration 12Q: 3 clusters Score -2600088 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2600458.250000 Penalty: 3236.157227
	Iteration 13Q: 3 clusters Score -2600458 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2600911.000000 Penalty: 3236.157227
	Iteration 14Q: 3 clusters Score -2600911 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2601391.500000 Penalty: 3236.157227
	Iteration 15Q: 3 clusters Score -2601392 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2601792.750000 Penalty: 3236.157227
	Iteration 16Q: 3 clusters Score -2601793 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2602095.500000 Penalty: 3236.157227
	Iteration 17Q: 3 clusters Score -2602096 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2602286.750000 Penalty: 3236.157227
	Iteration 18Q: 3 clusters Score -2602287 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2602419.500000 Penalty: 3236.157227
	Iteration 19Q: 3 clusters Score -2602420 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -2602534.000000 Penalty: 3236.157227
	Iteration 20F: 3 clusters Score -2602534 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2602639.750000 Penalty: 3236.157227
	Iteration 21Q: 3 clusters Score -2602640 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2602727.750000 Penalty: 3236.157227
	Iteration 22Q: 3 clusters Score -2602728 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2602812.250000 Penalty: 3236.157227
	Iteration 23Q: 3 clusters Score -2602812 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2602890.750000 Penalty: 3236.157227
	Iteration 24Q: 3 clusters Score -2602891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2602970.750000 Penalty: 3236.157227
	Iteration 25Q: 3 clusters Score -2602971 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2603039.750000 Penalty: 3236.157227
	Iteration 26Q: 3 clusters Score -2603040 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2603109.500000 Penalty: 3236.157227
	Iteration 27Q: 3 clusters Score -2603110 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2603175.750000 Penalty: 3236.157227
	Iteration 28Q: 3 clusters Score -2603176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2603246.000000 Penalty: 3236.157227
	Iteration 29Q: 3 clusters Score -2603246 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2603309.750000 Penalty: 3236.157227
	Iteration 30Q: 3 clusters Score -2603310 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2603381.500000 Penalty: 3236.157227
	Iteration 31Q: 3 clusters Score -2603382 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2603458.500000 Penalty: 3236.157227
	Iteration 32Q: 3 clusters Score -2603458 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2603560.000000 Penalty: 3236.157227
	Iteration 33Q: 3 clusters Score -2603560 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2603652.500000 Penalty: 3236.157227
	Iteration 34Q: 3 clusters Score -2603652 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2603759.750000 Penalty: 3236.157227
	Iteration 35Q: 3 clusters Score -2603760 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2603871.250000 Penalty: 3236.157227
	Iteration 36Q: 3 clusters Score -2603871 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2603997.500000 Penalty: 3236.157227
	Iteration 37Q: 3 clusters Score -2603998 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -2604131.250000 Penalty: 3236.157227
	Iteration 38Q: 3 clusters Score -2604131 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -2604254.250000 Penalty: 3236.157227
	Iteration 39Q: 3 clusters Score -2604254 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2604374.750000 Penalty: 3236.157227
	Iteration 40F: 3 clusters Score -2604375 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2604496.000000 Penalty: 3236.157227
	Iteration 41Q: 3 clusters Score -2604496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2604599.750000 Penalty: 3236.157227
	Iteration 42Q: 3 clusters Score -2604600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2604682.000000 Penalty: 3236.157227
	Iteration 43Q: 3 clusters Score -2604682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2604756.500000 Penalty: 3236.157227
	Iteration 44Q: 3 clusters Score -2604756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2604815.000000 Penalty: 3236.157227
	Iteration 45Q: 3 clusters Score -2604815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2604867.750000 Penalty: 3236.157227
	Iteration 46Q: 3 clusters Score -2604868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2604905.500000 Penalty: 3236.157227
	Iteration 47Q: 3 clusters Score -2604906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2604945.250000 Penalty: 3236.157227
	Iteration 48Q: 3 clusters Score -2604945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2604966.000000 Penalty: 3236.157227
	Iteration 49Q: 3 clusters Score -2604966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2604983.500000 Penalty: 3236.157227
	Iteration 50Q: 3 clusters Score -2604984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2604994.500000 Penalty: 3236.157227
	Iteration 51Q: 3 clusters Score -2604994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2605002.500000 Penalty: 3236.157227
	Iteration 52Q: 3 clusters Score -2605002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2605014.750000 Penalty: 3236.157227
	Iteration 53Q: 3 clusters Score -2605015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2605022.500000 Penalty: 3236.157227
	Iteration 54Q: 3 clusters Score -2605022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2605025.250000 Penalty: 3236.157227
	Iteration 55Q: 3 clusters Score -2605025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2605028.000000 Penalty: 3236.157227
	Iteration 56Q: 3 clusters Score -2605028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2605026.000000 Penalty: 3236.157227
	Iteration 57Q: 3 clusters Score -2605026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2605027.500000 Penalty: 3236.157227
	Iteration 58Q: 3 clusters Score -2605028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2605030.500000 Penalty: 3236.157227
	Iteration 59Q: 3 clusters Score -2605030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2605030.500000 Penalty: 3236.157227
	Iteration 60F: 3 clusters Score -2605030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Entering Unmasked Estep 
Score: -981927.562500 Penalty: 1456.617554
	Iteration 0F: 2 clusters Score -981927.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -976189.500000 Penalty: 2913.235107
	Iteration 0F: 3 clusters Score -976189.5 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -977933.375000 Penalty: 2913.235107
	Iteration 1F: 3 clusters Score -977933.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -978207.062500 Penalty: 2913.235107
	Iteration 2F: 3 clusters Score -978207.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -978454.437500 Penalty: 2913.235107
	Iteration 3F: 3 clusters Score -978454.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -978704.875000 Penalty: 2913.235107
	Iteration 4F: 3 clusters Score -978704.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -978977.687500 Penalty: 2913.235107
	Iteration 5F: 3 clusters Score -978977.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -979293.187500 Penalty: 2913.235107
	Iteration 6F: 3 clusters Score -979293.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -979568.187500 Penalty: 2913.235107
	Iteration 7F: 3 clusters Score -979568.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -979785.250000 Penalty: 2913.235107
	Iteration 8Q: 3 clusters Score -979785.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -979945.125000 Penalty: 2913.235107
	Iteration 9Q: 3 clusters Score -979945.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -980076.500000 Penalty: 2913.235107
	Iteration 10Q: 3 clusters Score -980076.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -980197.687500 Penalty: 2913.235107
	Iteration 11Q: 3 clusters Score -980197.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -980315.937500 Penalty: 2913.235107
	Iteration 12Q: 3 clusters Score -980315.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -980397.875000 Penalty: 2913.235107
	Iteration 13Q: 3 clusters Score -980397.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -980459.687500 Penalty: 2913.235107
	Iteration 14Q: 3 clusters Score -980459.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -980515.250000 Penalty: 2913.235107
	Iteration 15Q: 3 clusters Score -980515.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -980556.062500 Penalty: 2913.235107
	Iteration 16Q: 3 clusters Score -980556.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -980590.000000 Penalty: 2913.235107
	Iteration 17Q: 3 clusters Score -980590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -980618.937500 Penalty: 2913.235107
	Iteration 18Q: 3 clusters Score -980618.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -980643.937500 Penalty: 2913.235107
	Iteration 19Q: 3 clusters Score -980643.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -980659.437500 Penalty: 2913.235107
	Iteration 20F: 3 clusters Score -980659.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -980676.312500 Penalty: 2913.235107
	Iteration 21Q: 3 clusters Score -980676.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -980689.875000 Penalty: 2913.235107
	Iteration 22Q: 3 clusters Score -980689.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -980703.000000 Penalty: 2913.235107
	Iteration 23Q: 3 clusters Score -980703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -980708.125000 Penalty: 2913.235107
	Iteration 24Q: 3 clusters Score -980708.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -980719.125000 Penalty: 2913.235107
	Iteration 25Q: 3 clusters Score -980719.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -980728.062500 Penalty: 2913.235107
	Iteration 26Q: 3 clusters Score -980728.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -980738.125000 Penalty: 2913.235107
	Iteration 27Q: 3 clusters Score -980738.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -980748.500000 Penalty: 2913.235107
	Iteration 28Q: 3 clusters Score -980748.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -980754.812500 Penalty: 2913.235107
	Iteration 29Q: 3 clusters Score -980754.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -980763.437500 Penalty: 2913.235107
	Iteration 30Q: 3 clusters Score -980763.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -980771.187500 Penalty: 2913.235107
	Iteration 31Q: 3 clusters Score -980771.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -980774.125000 Penalty: 2913.235107
	Iteration 32Q: 3 clusters Score -980774.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -980785.687500 Penalty: 2913.235107
	Iteration 33Q: 3 clusters Score -980785.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -980788.562500 Penalty: 2913.235107
	Iteration 34Q: 3 clusters Score -980788.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -980794.750000 Penalty: 2913.235107
	Iteration 35Q: 3 clusters Score -980794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -980796.687500 Penalty: 2913.235107
	Iteration 36Q: 3 clusters Score -980796.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -980799.750000 Penalty: 2913.235107
	Iteration 37Q: 3 clusters Score -980799.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -980805.562500 Penalty: 2913.235107
	Iteration 38Q: 3 clusters Score -980805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -980809.625000 Penalty: 2913.235107
	Iteration 39Q: 3 clusters Score -980809.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -980818.625000 Penalty: 2913.235107
	Iteration 40F: 3 clusters Score -980818.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -980820.062500 Penalty: 2913.235107
	Iteration 41Q: 3 clusters Score -980820.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -980822.812500 Penalty: 2913.235107
	Iteration 42Q: 3 clusters Score -980822.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -980827.687500 Penalty: 2913.235107
	Iteration 43Q: 3 clusters Score -980827.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -980831.375000 Penalty: 2913.235107
	Iteration 44Q: 3 clusters Score -980831.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -980837.750000 Penalty: 2913.235107
	Iteration 45Q: 3 clusters Score -980837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -980839.687500 Penalty: 2913.235107
	Iteration 46Q: 3 clusters Score -980839.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -980844.250000 Penalty: 2913.235107
	Iteration 47Q: 3 clusters Score -980844.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -980850.750000 Penalty: 2913.235107
	Iteration 48Q: 3 clusters Score -980850.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -980854.812500 Penalty: 2913.235107
	Iteration 49Q: 3 clusters Score -980854.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -980859.062500 Penalty: 2913.235107
	Iteration 50Q: 3 clusters Score -980859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -980865.625000 Penalty: 2913.235107
	Iteration 51Q: 3 clusters Score -980865.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -980870.500000 Penalty: 2913.235107
	Iteration 52Q: 3 clusters Score -980870.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -980882.875000 Penalty: 2913.235107
	Iteration 53Q: 3 clusters Score -980882.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -980896.125000 Penalty: 2913.235107
	Iteration 54Q: 3 clusters Score -980896.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -980907.437500 Penalty: 2913.235107
	Iteration 55Q: 3 clusters Score -980907.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -980925.312500 Penalty: 2913.235107
	Iteration 56Q: 3 clusters Score -980925.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -980948.750000 Penalty: 2913.235107
	Iteration 57Q: 3 clusters Score -980948.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -980975.625000 Penalty: 2913.235107
	Iteration 58Q: 3 clusters Score -980975.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -980996.375000 Penalty: 2913.235107
	Iteration 59Q: 3 clusters Score -980996.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -981016.062500 Penalty: 2913.235107
	Iteration 60F: 3 clusters Score -981016.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -981027.437500 Penalty: 2913.235107
	Iteration 61Q: 3 clusters Score -981027.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -981040.062500 Penalty: 2913.235107
	Iteration 62Q: 3 clusters Score -981040.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -981049.812500 Penalty: 2913.235107
	Iteration 63Q: 3 clusters Score -981049.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -981059.000000 Penalty: 2913.235107
	Iteration 64Q: 3 clusters Score -981059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -981065.187500 Penalty: 2913.235107
	Iteration 65Q: 3 clusters Score -981065.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -981070.125000 Penalty: 2913.235107
	Iteration 66Q: 3 clusters Score -981070.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -981073.812500 Penalty: 2913.235107
	Iteration 67Q: 3 clusters Score -981073.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -981077.000000 Penalty: 2913.235107
	Iteration 68Q: 3 clusters Score -981077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -981081.375000 Penalty: 2913.235107
	Iteration 69Q: 3 clusters Score -981081.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -981085.500000 Penalty: 2913.235107
	Iteration 70Q: 3 clusters Score -981085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -981088.500000 Penalty: 2913.235107
	Iteration 71Q: 3 clusters Score -981088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -981089.812500 Penalty: 2913.235107
	Iteration 72Q: 3 clusters Score -981089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -981091.500000 Penalty: 2913.235107
	Iteration 73Q: 3 clusters Score -981091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -981093.500000 Penalty: 2913.235107
	Iteration 74Q: 3 clusters Score -981093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -981096.312500 Penalty: 2913.235107
	Iteration 75Q: 3 clusters Score -981096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -981099.000000 Penalty: 2913.235107
	Iteration 76Q: 3 clusters Score -981099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -981099.687500 Penalty: 2913.235107
	Iteration 77Q: 3 clusters Score -981099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -981099.125000 Penalty: 2913.235107
	Iteration 78Q: 3 clusters Score -981099.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -981100.625000 Penalty: 2913.235107
	Iteration 79Q: 3 clusters Score -981100.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -981100.625000 Penalty: 2913.235107
	Iteration 80F: 3 clusters Score -981100.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Entering Unmasked Estep 
Score: -10544.123047 Penalty: 828.728271
	Iteration 0F: 2 clusters Score -10544.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -9990.384766 Penalty: 1657.456543
	Iteration 0F: 3 clusters Score -9990.385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10097.580078 Penalty: 1657.456543
	Iteration 1F: 3 clusters Score -10097.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10117.066406 Penalty: 1657.456543
	Iteration 2Q: 3 clusters Score -10117.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10124.298828 Penalty: 1657.456543
	Iteration 3Q: 3 clusters Score -10124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10124.298828 Penalty: 1657.456543
	Iteration 4F: 3 clusters Score -10124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Entering Unmasked Estep 
Score: -7676237.500000 Penalty: 1784.591431
	Iteration 0F: 2 clusters Score -7676238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7637181.000000 Penalty: 3569.182861
	Iteration 0F: 3 clusters Score -7637181 nChanged 27781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -7652790.500000 Penalty: 3569.182861
	Iteration 1F: 3 clusters Score -7652790 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -7653247.000000 Penalty: 3569.182861
	Iteration 2Q: 3 clusters Score -7653247 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7653664.000000 Penalty: 3569.182861
	Iteration 3Q: 3 clusters Score -7653664 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -7654176.500000 Penalty: 3569.182861
	Iteration 4Q: 3 clusters Score -7654176 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -7654770.500000 Penalty: 3569.182861
	Iteration 5Q: 3 clusters Score -7654770 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -7655618.500000 Penalty: 3569.182861
	Iteration 6Q: 3 clusters Score -7655618 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -7656925.000000 Penalty: 3569.182861
	Iteration 7Q: 3 clusters Score -7656925 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -7658993.500000 Penalty: 3569.182861
	Iteration 8F: 3 clusters Score -7658994 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -7662092.500000 Penalty: 3569.182861
	Iteration 9F: 3 clusters Score -7662092 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -7665619.500000 Penalty: 3569.182861
	Iteration 10F: 3 clusters Score -7665620 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -7667848.000000 Penalty: 3569.182861
	Iteration 11F: 3 clusters Score -7667848 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -7668809.500000 Penalty: 3569.182861
	Iteration 12Q: 3 clusters Score -7668810 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7669407.500000 Penalty: 3569.182861
	Iteration 13Q: 3 clusters Score -7669408 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -7669828.000000 Penalty: 3569.182861
	Iteration 14Q: 3 clusters Score -7669828 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7670129.000000 Penalty: 3569.182861
	Iteration 15Q: 3 clusters Score -7670129 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7670382.000000 Penalty: 3569.182861
	Iteration 16Q: 3 clusters Score -7670382 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7670572.500000 Penalty: 3569.182861
	Iteration 17Q: 3 clusters Score -7670572 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -7670686.500000 Penalty: 3569.182861
	Iteration 18Q: 3 clusters Score -7670686 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -7670797.500000 Penalty: 3569.182861
	Iteration 19Q: 3 clusters Score -7670798 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7670864.500000 Penalty: 3569.182861
	Iteration 20F: 3 clusters Score -7670864 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7670889.000000 Penalty: 3569.182861
	Iteration 21Q: 3 clusters Score -7670889 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7670902.000000 Penalty: 3569.182861
	Iteration 22Q: 3 clusters Score -7670902 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -7670926.000000 Penalty: 3569.182861
	Iteration 23Q: 3 clusters Score -7670926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7670966.000000 Penalty: 3569.182861
	Iteration 24Q: 3 clusters Score -7670966 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7671005.500000 Penalty: 3569.182861
	Iteration 25Q: 3 clusters Score -7671006 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7671028.500000 Penalty: 3569.182861
	Iteration 26Q: 3 clusters Score -7671028 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -7671037.000000 Penalty: 3569.182861
	Iteration 27Q: 3 clusters Score -7671037 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7671080.000000 Penalty: 3569.182861
	Iteration 28Q: 3 clusters Score -7671080 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7671097.500000 Penalty: 3569.182861
	Iteration 29Q: 3 clusters Score -7671098 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -7671107.500000 Penalty: 3569.182861
	Iteration 30Q: 3 clusters Score -7671108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7671153.500000 Penalty: 3569.182861
	Iteration 31Q: 3 clusters Score -7671154 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -7671160.500000 Penalty: 3569.182861
	Iteration 32Q: 3 clusters Score -7671160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -7671152.500000 Penalty: 3569.182861
	Iteration 33Q: 3 clusters Score -7671152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -7671177.000000 Penalty: 3569.182861
	Iteration 34Q: 3 clusters Score -7671177 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -7671174.500000 Penalty: 3569.182861
	Iteration 35Q: 3 clusters Score -7671174 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -7671163.000000 Penalty: 3569.182861
	Iteration 36Q: 3 clusters Score -7671163 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -7671167.000000 Penalty: 3569.182861
	Iteration 37Q: 3 clusters Score -7671167 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -7671196.000000 Penalty: 3569.182861
	Iteration 38Q: 3 clusters Score -7671196 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -7671226.500000 Penalty: 3569.182861
	Iteration 39Q: 3 clusters Score -7671226 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -7671269.000000 Penalty: 3569.182861
	Iteration 40F: 3 clusters Score -7671269 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -7671314.000000 Penalty: 3569.182861
	Iteration 41Q: 3 clusters Score -7671314 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -7671340.500000 Penalty: 3569.182861
	Iteration 42Q: 3 clusters Score -7671340 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -7671384.500000 Penalty: 3569.182861
	Iteration 43Q: 3 clusters Score -7671384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -7671426.000000 Penalty: 3569.182861
	Iteration 44Q: 3 clusters Score -7671426 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -7671451.000000 Penalty: 3569.182861
	Iteration 45Q: 3 clusters Score -7671451 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -7671495.000000 Penalty: 3569.182861
	Iteration 46Q: 3 clusters Score -7671495 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -7671548.000000 Penalty: 3569.182861
	Iteration 47Q: 3 clusters Score -7671548 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -7671570.500000 Penalty: 3569.182861
	Iteration 48Q: 3 clusters Score -7671570 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -7671586.500000 Penalty: 3569.182861
	Iteration 49Q: 3 clusters Score -7671586 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -7671615.500000 Penalty: 3569.182861
	Iteration 50Q: 3 clusters Score -7671616 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -7671630.000000 Penalty: 3569.182861
	Iteration 51Q: 3 clusters Score -7671630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -7671700.500000 Penalty: 3569.182861
	Iteration 52Q: 3 clusters Score -7671700 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -7671728.000000 Penalty: 3569.182861
	Iteration 53Q: 3 clusters Score -7671728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -7671740.500000 Penalty: 3569.182861
	Iteration 54Q: 3 clusters Score -7671740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -7671768.500000 Penalty: 3569.182861
	Iteration 55Q: 3 clusters Score -7671768 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -7671780.000000 Penalty: 3569.182861
	Iteration 56Q: 3 clusters Score -7671780 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -7671802.000000 Penalty: 3569.182861
	Iteration 57Q: 3 clusters Score -7671802 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7671793.000000 Penalty: 3569.182861
	Iteration 58Q: 3 clusters Score -7671793 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -7671803.000000 Penalty: 3569.182861
	Iteration 59Q: 3 clusters Score -7671803 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -7671842.500000 Penalty: 3569.182861
	Iteration 60F: 3 clusters Score -7671842 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -7671886.000000 Penalty: 3569.182861
	Iteration 61Q: 3 clusters Score -7671886 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -7671938.000000 Penalty: 3569.182861
	Iteration 62Q: 3 clusters Score -7671938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -7671974.000000 Penalty: 3569.182861
	Iteration 63Q: 3 clusters Score -7671974 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -7672005.500000 Penalty: 3569.182861
	Iteration 64Q: 3 clusters Score -7672006 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -7672019.500000 Penalty: 3569.182861
	Iteration 65Q: 3 clusters Score -7672020 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -7672052.500000 Penalty: 3569.182861
	Iteration 66Q: 3 clusters Score -7672052 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -7672062.000000 Penalty: 3569.182861
	Iteration 67Q: 3 clusters Score -7672062 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -7672117.500000 Penalty: 3569.182861
	Iteration 68Q: 3 clusters Score -7672118 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -7672167.500000 Penalty: 3569.182861
	Iteration 69Q: 3 clusters Score -7672168 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -7672194.000000 Penalty: 3569.182861
	Iteration 70Q: 3 clusters Score -7672194 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -7672241.500000 Penalty: 3569.182861
	Iteration 71Q: 3 clusters Score -7672242 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -7672275.500000 Penalty: 3569.182861
	Iteration 72Q: 3 clusters Score -7672276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -7672308.500000 Penalty: 3569.182861
	Iteration 73Q: 3 clusters Score -7672308 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -7672370.500000 Penalty: 3569.182861
	Iteration 74Q: 3 clusters Score -7672370 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7672438.500000 Penalty: 3569.182861
	Iteration 75Q: 3 clusters Score -7672438 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -7672487.000000 Penalty: 3569.182861
	Iteration 76Q: 3 clusters Score -7672487 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -7672548.000000 Penalty: 3569.182861
	Iteration 77Q: 3 clusters Score -7672548 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -7672608.000000 Penalty: 3569.182861
	Iteration 78Q: 3 clusters Score -7672608 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -7672679.000000 Penalty: 3569.182861
	Iteration 79Q: 3 clusters Score -7672679 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -7672758.500000 Penalty: 3569.182861
	Iteration 80F: 3 clusters Score -7672758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -7672833.500000 Penalty: 3569.182861
	Iteration 81Q: 3 clusters Score -7672834 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -7672914.500000 Penalty: 3569.182861
	Iteration 82Q: 3 clusters Score -7672914 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -7673049.500000 Penalty: 3569.182861
	Iteration 83Q: 3 clusters Score -7673050 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -7673200.000000 Penalty: 3569.182861
	Iteration 84Q: 3 clusters Score -7673200 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -7673325.000000 Penalty: 3569.182861
	Iteration 85Q: 3 clusters Score -7673325 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -7673489.000000 Penalty: 3569.182861
	Iteration 86Q: 3 clusters Score -7673489 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -7673619.000000 Penalty: 3569.182861
	Iteration 87Q: 3 clusters Score -7673619 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -7673737.000000 Penalty: 3569.182861
	Iteration 88Q: 3 clusters Score -7673737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -7673861.500000 Penalty: 3569.182861
	Iteration 89Q: 3 clusters Score -7673862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -7673966.000000 Penalty: 3569.182861
	Iteration 90Q: 3 clusters Score -7673966 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -7674046.000000 Penalty: 3569.182861
	Iteration 91Q: 3 clusters Score -7674046 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -7674105.000000 Penalty: 3569.182861
	Iteration 92Q: 3 clusters Score -7674105 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -7674178.500000 Penalty: 3569.182861
	Iteration 93Q: 3 clusters Score -7674178 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -7674276.000000 Penalty: 3569.182861
	Iteration 94Q: 3 clusters Score -7674276 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 57662 members 
Entering Unmasked Estep 
Score: -7674349.500000 Penalty: 3569.182861
	Iteration 95Q: 3 clusters Score -7674350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 57781 members 
Entering Unmasked Estep 
Score: -7674401.500000 Penalty: 3569.182861
	Iteration 96Q: 3 clusters Score -7674402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -7674461.500000 Penalty: 3569.182861
	Iteration 97Q: 3 clusters Score -7674462 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -7674494.000000 Penalty: 3569.182861
	Iteration 98Q: 3 clusters Score -7674494 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -7674530.000000 Penalty: 3569.182861
	Iteration 99Q: 3 clusters Score -7674530 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -7674554.500000 Penalty: 3569.182861
	Iteration 100F: 3 clusters Score -7674554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -7674568.500000 Penalty: 3569.182861
	Iteration 101Q: 3 clusters Score -7674568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -7674592.000000 Penalty: 3569.182861
	Iteration 102Q: 3 clusters Score -7674592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -7674610.000000 Penalty: 3569.182861
	Iteration 103Q: 3 clusters Score -7674610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -7674611.000000 Penalty: 3569.182861
	Iteration 104Q: 3 clusters Score -7674611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -7674627.000000 Penalty: 3569.182861
	Iteration 105Q: 3 clusters Score -7674627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 58255 members 
Entering Unmasked Estep 
Score: -7674636.500000 Penalty: 3569.182861
	Iteration 106Q: 3 clusters Score -7674636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -7674642.500000 Penalty: 3569.182861
	Iteration 107Q: 3 clusters Score -7674642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -7674643.500000 Penalty: 3569.182861
	Iteration 108Q: 3 clusters Score -7674644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -7674650.000000 Penalty: 3569.182861
	Iteration 109Q: 3 clusters Score -7674650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -7674655.000000 Penalty: 3569.182861
	Iteration 110Q: 3 clusters Score -7674655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -7674657.500000 Penalty: 3569.182861
	Iteration 111Q: 3 clusters Score -7674658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -7674667.000000 Penalty: 3569.182861
	Iteration 112Q: 3 clusters Score -7674667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58324 members 
Entering Unmasked Estep 
Score: -7674665.500000 Penalty: 3569.182861
	Iteration 113Q: 3 clusters Score -7674666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -7674670.500000 Penalty: 3569.182861
	Iteration 114Q: 3 clusters Score -7674670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -7674669.000000 Penalty: 3569.182861
	Iteration 115Q: 3 clusters Score -7674669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -7674676.000000 Penalty: 3569.182861
	Iteration 116Q: 3 clusters Score -7674676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -7674674.500000 Penalty: 3569.182861
	Iteration 117Q: 3 clusters Score -7674674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -7674672.500000 Penalty: 3569.182861
	Iteration 118Q: 3 clusters Score -7674672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58344 members 
Entering Unmasked Estep 
Score: -7674675.000000 Penalty: 3569.182861
	Iteration 119Q: 3 clusters Score -7674675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -7674677.000000 Penalty: 3569.182861
	Iteration 120F: 3 clusters Score -7674677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -7674681.000000 Penalty: 3569.182861
	Iteration 121Q: 3 clusters Score -7674681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -7674678.000000 Penalty: 3569.182861
	Iteration 122Q: 3 clusters Score -7674678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -7674683.000000 Penalty: 3569.182861
	Iteration 123Q: 3 clusters Score -7674683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -7674679.000000 Penalty: 3569.182861
	Iteration 124Q: 3 clusters Score -7674679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7674681.000000 Penalty: 3569.182861
	Iteration 125Q: 3 clusters Score -7674681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -7674681.000000 Penalty: 3569.182861
	Iteration 126F: 3 clusters Score -7674681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Entering Unmasked Estep 
Score: -503920.468750 Penalty: 1350.242432
	Iteration 0F: 2 clusters Score -503920.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -500477.375000 Penalty: 2700.484863
	Iteration 0F: 3 clusters Score -500477.4 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -501373.937500 Penalty: 2700.484863
	Iteration 1F: 3 clusters Score -501373.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -501536.187500 Penalty: 2700.484863
	Iteration 2F: 3 clusters Score -501536.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -501662.968750 Penalty: 2700.484863
	Iteration 3F: 3 clusters Score -501663 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -501765.750000 Penalty: 2700.484863
	Iteration 4Q: 3 clusters Score -501765.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -501852.437500 Penalty: 2700.484863
	Iteration 5Q: 3 clusters Score -501852.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -501921.343750 Penalty: 2700.484863
	Iteration 6Q: 3 clusters Score -501921.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -501999.343750 Penalty: 2700.484863
	Iteration 7Q: 3 clusters Score -501999.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -502081.687500 Penalty: 2700.484863
	Iteration 8Q: 3 clusters Score -502081.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -502153.218750 Penalty: 2700.484863
	Iteration 9Q: 3 clusters Score -502153.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -502214.812500 Penalty: 2700.484863
	Iteration 10Q: 3 clusters Score -502214.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -502274.562500 Penalty: 2700.484863
	Iteration 11Q: 3 clusters Score -502274.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -502346.562500 Penalty: 2700.484863
	Iteration 12Q: 3 clusters Score -502346.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -502410.875000 Penalty: 2700.484863
	Iteration 13Q: 3 clusters Score -502410.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -502466.625000 Penalty: 2700.484863
	Iteration 14Q: 3 clusters Score -502466.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -502505.812500 Penalty: 2700.484863
	Iteration 15Q: 3 clusters Score -502505.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -502536.718750 Penalty: 2700.484863
	Iteration 16Q: 3 clusters Score -502536.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -502567.812500 Penalty: 2700.484863
	Iteration 17Q: 3 clusters Score -502567.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -502607.593750 Penalty: 2700.484863
	Iteration 18Q: 3 clusters Score -502607.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -502640.000000 Penalty: 2700.484863
	Iteration 19Q: 3 clusters Score -502640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -502664.375000 Penalty: 2700.484863
	Iteration 20F: 3 clusters Score -502664.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -502684.812500 Penalty: 2700.484863
	Iteration 21Q: 3 clusters Score -502684.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -502706.906250 Penalty: 2700.484863
	Iteration 22Q: 3 clusters Score -502706.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -502732.468750 Penalty: 2700.484863
	Iteration 23Q: 3 clusters Score -502732.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -502753.437500 Penalty: 2700.484863
	Iteration 24Q: 3 clusters Score -502753.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -502776.812500 Penalty: 2700.484863
	Iteration 25Q: 3 clusters Score -502776.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -502793.687500 Penalty: 2700.484863
	Iteration 26Q: 3 clusters Score -502793.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -502806.968750 Penalty: 2700.484863
	Iteration 27Q: 3 clusters Score -502807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -502818.062500 Penalty: 2700.484863
	Iteration 28Q: 3 clusters Score -502818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -502829.750000 Penalty: 2700.484863
	Iteration 29Q: 3 clusters Score -502829.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -502839.781250 Penalty: 2700.484863
	Iteration 30Q: 3 clusters Score -502839.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -502851.406250 Penalty: 2700.484863
	Iteration 31Q: 3 clusters Score -502851.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -502863.812500 Penalty: 2700.484863
	Iteration 32Q: 3 clusters Score -502863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -502867.500000 Penalty: 2700.484863
	Iteration 33Q: 3 clusters Score -502867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -502873.125000 Penalty: 2700.484863
	Iteration 34Q: 3 clusters Score -502873.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -502880.218750 Penalty: 2700.484863
	Iteration 35Q: 3 clusters Score -502880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -502883.468750 Penalty: 2700.484863
	Iteration 36Q: 3 clusters Score -502883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -502885.187500 Penalty: 2700.484863
	Iteration 37Q: 3 clusters Score -502885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -502885.812500 Penalty: 2700.484863
	Iteration 38Q: 3 clusters Score -502885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -502885.812500 Penalty: 2700.484863
	Iteration 39F: 3 clusters Score -502885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -425978.218750 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -425978.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -423019.718750 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -423019.7 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -423704.593750 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -423704.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -423855.718750 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -423855.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -423974.156250 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -423974.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -424050.625000 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -424050.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -424101.031250 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -424101 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -424127.562500 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -424127.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -424150.562500 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -424150.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -424169.906250 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -424169.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -424179.312500 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -424179.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -424186.968750 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -424187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -424192.531250 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -424192.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -424197.937500 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -424197.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -424204.906250 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -424204.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -424214.062500 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -424214.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -424219.093750 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -424219.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -424226.531250 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -424226.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -424231.937500 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -424231.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -424235.468750 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -424235.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -424239.906250 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -424239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -424244.531250 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -424244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -424248.031250 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -424248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -424250.656250 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -424250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -424254.750000 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -424254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -424258.062500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -424258.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -424259.968750 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -424260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -424261.500000 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -424261.5 nChanged 8
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: -424263.812500 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -424263.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -424267.406250 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -424267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -424272.218750 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -424272.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -424276.343750 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -424276.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -424280.812500 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -424280.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -424285.750000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -424285.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -424291.562500 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -424291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -424296.343750 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -424296.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -424306.687500 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -424306.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -424316.968750 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -424317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -424328.312500 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -424328.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -424340.500000 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -424340.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -424350.125000 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -424350.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -424370.812500 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -424370.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -424394.843750 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -424394.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -424419.000000 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -424419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -424438.031250 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -424438 nChanged 45
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: -424460.343750 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -424460.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -424481.875000 Penalty: 2640.445312
	Iteration 45Q: 3 clusters Score -424481.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -424508.562500 Penalty: 2640.445312
	Iteration 46Q: 3 clusters Score -424508.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -424530.843750 Penalty: 2640.445312
	Iteration 47Q: 3 clusters Score -424530.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -424559.156250 Penalty: 2640.445312
	Iteration 48Q: 3 clusters Score -424559.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -424590.250000 Penalty: 2640.445312
	Iteration 49Q: 3 clusters Score -424590.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -424618.843750 Penalty: 2640.445312
	Iteration 50Q: 3 clusters Score -424618.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -424653.906250 Penalty: 2640.445312
	Iteration 51Q: 3 clusters Score -424653.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -424682.375000 Penalty: 2640.445312
	Iteration 52Q: 3 clusters Score -424682.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -424719.500000 Penalty: 2640.445312
	Iteration 53Q: 3 clusters Score -424719.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -424747.906250 Penalty: 2640.445312
	Iteration 54Q: 3 clusters Score -424747.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -424771.500000 Penalty: 2640.445312
	Iteration 55Q: 3 clusters Score -424771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -424791.625000 Penalty: 2640.445312
	Iteration 56Q: 3 clusters Score -424791.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -424805.000000 Penalty: 2640.445312
	Iteration 57Q: 3 clusters Score -424805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -424816.375000 Penalty: 2640.445312
	Iteration 58Q: 3 clusters Score -424816.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -424822.687500 Penalty: 2640.445312
	Iteration 59Q: 3 clusters Score -424822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -424827.093750 Penalty: 2640.445312
	Iteration 60F: 3 clusters Score -424827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -424830.218750 Penalty: 2640.445312
	Iteration 61Q: 3 clusters Score -424830.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -424835.093750 Penalty: 2640.445312
	Iteration 62Q: 3 clusters Score -424835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -424839.062500 Penalty: 2640.445312
	Iteration 63Q: 3 clusters Score -424839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -424842.468750 Penalty: 2640.445312
	Iteration 64Q: 3 clusters Score -424842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -424845.906250 Penalty: 2640.445312
	Iteration 65Q: 3 clusters Score -424845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -424848.000000 Penalty: 2640.445312
	Iteration 66Q: 3 clusters Score -424848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -424850.343750 Penalty: 2640.445312
	Iteration 67Q: 3 clusters Score -424850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -424853.687500 Penalty: 2640.445312
	Iteration 68Q: 3 clusters Score -424853.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -424855.906250 Penalty: 2640.445312
	Iteration 69Q: 3 clusters Score -424855.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -424859.312500 Penalty: 2640.445312
	Iteration 70Q: 3 clusters Score -424859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -424862.843750 Penalty: 2640.445312
	Iteration 71Q: 3 clusters Score -424862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -424866.156250 Penalty: 2640.445312
	Iteration 72Q: 3 clusters Score -424866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -424868.312500 Penalty: 2640.445312
	Iteration 73Q: 3 clusters Score -424868.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -424869.843750 Penalty: 2640.445312
	Iteration 74Q: 3 clusters Score -424869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -424871.468750 Penalty: 2640.445312
	Iteration 75Q: 3 clusters Score -424871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -424872.968750 Penalty: 2640.445312
	Iteration 76Q: 3 clusters Score -424873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -424872.656250 Penalty: 2640.445312
	Iteration 77Q: 3 clusters Score -424872.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -424872.656250 Penalty: 2640.445312
	Iteration 78F: 3 clusters Score -424872.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -306061.031250 Penalty: 1276.966309
	Iteration 0F: 2 clusters Score -306061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -303558.312500 Penalty: 2553.932617
	Iteration 0F: 3 clusters Score -303558.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304247.875000 Penalty: 2553.932617
	Iteration 1F: 3 clusters Score -304247.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -304460.906250 Penalty: 2553.932617
	Iteration 2F: 3 clusters Score -304460.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -304639.968750 Penalty: 2553.932617
	Iteration 3F: 3 clusters Score -304640 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -304782.875000 Penalty: 2553.932617
	Iteration 4F: 3 clusters Score -304782.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -304885.937500 Penalty: 2553.932617
	Iteration 5Q: 3 clusters Score -304885.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -304984.687500 Penalty: 2553.932617
	Iteration 6Q: 3 clusters Score -304984.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -305043.812500 Penalty: 2553.932617
	Iteration 7Q: 3 clusters Score -305043.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -305077.218750 Penalty: 2553.932617
	Iteration 8Q: 3 clusters Score -305077.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -305107.687500 Penalty: 2553.932617
	Iteration 9Q: 3 clusters Score -305107.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -305127.593750 Penalty: 2553.932617
	Iteration 10Q: 3 clusters Score -305127.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -305142.125000 Penalty: 2553.932617
	Iteration 11Q: 3 clusters Score -305142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -305157.375000 Penalty: 2553.932617
	Iteration 12Q: 3 clusters Score -305157.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -305167.187500 Penalty: 2553.932617
	Iteration 13Q: 3 clusters Score -305167.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -305171.468750 Penalty: 2553.932617
	Iteration 14Q: 3 clusters Score -305171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -305175.843750 Penalty: 2553.932617
	Iteration 15Q: 3 clusters Score -305175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -305180.000000 Penalty: 2553.932617
	Iteration 16Q: 3 clusters Score -305180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -305183.875000 Penalty: 2553.932617
	Iteration 17Q: 3 clusters Score -305183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -305189.250000 Penalty: 2553.932617
	Iteration 18Q: 3 clusters Score -305189.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -305195.718750 Penalty: 2553.932617
	Iteration 19Q: 3 clusters Score -305195.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -305202.562500 Penalty: 2553.932617
	Iteration 20F: 3 clusters Score -305202.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -305210.250000 Penalty: 2553.932617
	Iteration 21Q: 3 clusters Score -305210.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -305221.562500 Penalty: 2553.932617
	Iteration 22Q: 3 clusters Score -305221.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -305228.843750 Penalty: 2553.932617
	Iteration 23Q: 3 clusters Score -305228.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -305235.875000 Penalty: 2553.932617
	Iteration 24Q: 3 clusters Score -305235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -305238.312500 Penalty: 2553.932617
	Iteration 25Q: 3 clusters Score -305238.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -305242.937500 Penalty: 2553.932617
	Iteration 26Q: 3 clusters Score -305242.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -305246.937500 Penalty: 2553.932617
	Iteration 27Q: 3 clusters Score -305246.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -305252.437500 Penalty: 2553.932617
	Iteration 28Q: 3 clusters Score -305252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -305255.250000 Penalty: 2553.932617
	Iteration 29Q: 3 clusters Score -305255.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -305262.031250 Penalty: 2553.932617
	Iteration 30Q: 3 clusters Score -305262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -305265.781250 Penalty: 2553.932617
	Iteration 31Q: 3 clusters Score -305265.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -305272.250000 Penalty: 2553.932617
	Iteration 32Q: 3 clusters Score -305272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -305278.281250 Penalty: 2553.932617
	Iteration 33Q: 3 clusters Score -305278.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -305283.843750 Penalty: 2553.932617
	Iteration 34Q: 3 clusters Score -305283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -305287.625000 Penalty: 2553.932617
	Iteration 35Q: 3 clusters Score -305287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -305290.593750 Penalty: 2553.932617
	Iteration 36Q: 3 clusters Score -305290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -305292.593750 Penalty: 2553.932617
	Iteration 37Q: 3 clusters Score -305292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -305295.000000 Penalty: 2553.932617
	Iteration 38Q: 3 clusters Score -305295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -305295.250000 Penalty: 2553.932617
	Iteration 39Q: 3 clusters Score -305295.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -305295.781250 Penalty: 2553.932617
	Iteration 40F: 3 clusters Score -305295.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Entering Unmasked Estep 
Score: -5774443.500000 Penalty: 1739.824097
	Iteration 0F: 2 clusters Score -5774444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -5744521.500000 Penalty: 3479.648193
	Iteration 0F: 3 clusters Score -5744522 nChanged 20954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -5756361.000000 Penalty: 3479.648193
	Iteration 1F: 3 clusters Score -5756361 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -5756849.500000 Penalty: 3479.648193
	Iteration 2Q: 3 clusters Score -5756850 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5757406.500000 Penalty: 3479.648193
	Iteration 3Q: 3 clusters Score -5757406 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -5758034.000000 Penalty: 3479.648193
	Iteration 4Q: 3 clusters Score -5758034 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5758844.500000 Penalty: 3479.648193
	Iteration 5Q: 3 clusters Score -5758844 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5759901.500000 Penalty: 3479.648193
	Iteration 6Q: 3 clusters Score -5759902 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -5761304.000000 Penalty: 3479.648193
	Iteration 7F: 3 clusters Score -5761304 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5763066.000000 Penalty: 3479.648193
	Iteration 8F: 3 clusters Score -5763066 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -5765143.000000 Penalty: 3479.648193
	Iteration 9F: 3 clusters Score -5765143 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -5767293.500000 Penalty: 3479.648193
	Iteration 10F: 3 clusters Score -5767294 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -5769240.000000 Penalty: 3479.648193
	Iteration 11F: 3 clusters Score -5769240 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5770666.500000 Penalty: 3479.648193
	Iteration 12Q: 3 clusters Score -5770666 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -5771623.500000 Penalty: 3479.648193
	Iteration 13Q: 3 clusters Score -5771624 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5772194.500000 Penalty: 3479.648193
	Iteration 14Q: 3 clusters Score -5772194 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5772509.000000 Penalty: 3479.648193
	Iteration 15Q: 3 clusters Score -5772509 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5772667.000000 Penalty: 3479.648193
	Iteration 16Q: 3 clusters Score -5772667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5772759.000000 Penalty: 3479.648193
	Iteration 17Q: 3 clusters Score -5772759 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5772821.500000 Penalty: 3479.648193
	Iteration 18Q: 3 clusters Score -5772822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5772858.000000 Penalty: 3479.648193
	Iteration 19Q: 3 clusters Score -5772858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5772901.000000 Penalty: 3479.648193
	Iteration 20F: 3 clusters Score -5772901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5772927.500000 Penalty: 3479.648193
	Iteration 21Q: 3 clusters Score -5772928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5772947.500000 Penalty: 3479.648193
	Iteration 22Q: 3 clusters Score -5772948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5772964.000000 Penalty: 3479.648193
	Iteration 23Q: 3 clusters Score -5772964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5772971.000000 Penalty: 3479.648193
	Iteration 24Q: 3 clusters Score -5772971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5772971.000000 Penalty: 3479.648193
	Iteration 25Q: 3 clusters Score -5772971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5772976.000000 Penalty: 3479.648193
	Iteration 26Q: 3 clusters Score -5772976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5772982.000000 Penalty: 3479.648193
	Iteration 27Q: 3 clusters Score -5772982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5772980.500000 Penalty: 3479.648193
	Iteration 28Q: 3 clusters Score -5772980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5772975.500000 Penalty: 3479.648193
	Iteration 29Q: 3 clusters Score -5772976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5772978.000000 Penalty: 3479.648193
	Iteration 30Q: 3 clusters Score -5772978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5772977.000000 Penalty: 3479.648193
	Iteration 31Q: 3 clusters Score -5772977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5772980.000000 Penalty: 3479.648193
	Iteration 32Q: 3 clusters Score -5772980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5772981.500000 Penalty: 3479.648193
	Iteration 33Q: 3 clusters Score -5772982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5772983.500000 Penalty: 3479.648193
	Iteration 34Q: 3 clusters Score -5772984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5772986.000000 Penalty: 3479.648193
	Iteration 35Q: 3 clusters Score -5772986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5772986.000000 Penalty: 3479.648193
	Iteration 36F: 3 clusters Score -5772986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Entering Unmasked Estep 
Score: -3900510.500000 Penalty: 1679.913452
	Iteration 0F: 2 clusters Score -3900510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3879795.000000 Penalty: 3359.826904
	Iteration 0F: 3 clusters Score -3879795 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3888230.500000 Penalty: 3359.826904
	Iteration 1F: 3 clusters Score -3888230 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -3889035.250000 Penalty: 3359.826904
	Iteration 2F: 3 clusters Score -3889035 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3889878.750000 Penalty: 3359.826904
	Iteration 3F: 3 clusters Score -3889879 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3890831.250000 Penalty: 3359.826904
	Iteration 4F: 3 clusters Score -3890831 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -3891813.750000 Penalty: 3359.826904
	Iteration 5F: 3 clusters Score -3891814 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3892871.750000 Penalty: 3359.826904
	Iteration 6F: 3 clusters Score -3892872 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3893994.500000 Penalty: 3359.826904
	Iteration 7F: 3 clusters Score -3893994 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3894866.000000 Penalty: 3359.826904
	Iteration 8Q: 3 clusters Score -3894866 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3895403.250000 Penalty: 3359.826904
	Iteration 9Q: 3 clusters Score -3895403 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3895722.500000 Penalty: 3359.826904
	Iteration 10Q: 3 clusters Score -3895722 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -3895883.000000 Penalty: 3359.826904
	Iteration 11Q: 3 clusters Score -3895883 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3896002.750000 Penalty: 3359.826904
	Iteration 12Q: 3 clusters Score -3896003 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3896104.750000 Penalty: 3359.826904
	Iteration 13Q: 3 clusters Score -3896105 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3896205.500000 Penalty: 3359.826904
	Iteration 14Q: 3 clusters Score -3896206 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3896307.750000 Penalty: 3359.826904
	Iteration 15Q: 3 clusters Score -3896308 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3896401.250000 Penalty: 3359.826904
	Iteration 16Q: 3 clusters Score -3896401 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3896469.250000 Penalty: 3359.826904
	Iteration 17Q: 3 clusters Score -3896469 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3896554.750000 Penalty: 3359.826904
	Iteration 18Q: 3 clusters Score -3896555 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3896640.250000 Penalty: 3359.826904
	Iteration 19Q: 3 clusters Score -3896640 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -3896783.500000 Penalty: 3359.826904
	Iteration 20F: 3 clusters Score -3896784 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3896926.000000 Penalty: 3359.826904
	Iteration 21Q: 3 clusters Score -3896926 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3897065.750000 Penalty: 3359.826904
	Iteration 22Q: 3 clusters Score -3897066 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -3897258.000000 Penalty: 3359.826904
	Iteration 23Q: 3 clusters Score -3897258 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3897453.250000 Penalty: 3359.826904
	Iteration 24Q: 3 clusters Score -3897453 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3897655.250000 Penalty: 3359.826904
	Iteration 25Q: 3 clusters Score -3897655 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3897856.000000 Penalty: 3359.826904
	Iteration 26Q: 3 clusters Score -3897856 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3898006.250000 Penalty: 3359.826904
	Iteration 27Q: 3 clusters Score -3898006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3898140.500000 Penalty: 3359.826904
	Iteration 28Q: 3 clusters Score -3898140 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3898268.500000 Penalty: 3359.826904
	Iteration 29Q: 3 clusters Score -3898268 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3898366.750000 Penalty: 3359.826904
	Iteration 30Q: 3 clusters Score -3898367 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3898442.500000 Penalty: 3359.826904
	Iteration 31Q: 3 clusters Score -3898442 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3898533.500000 Penalty: 3359.826904
	Iteration 32Q: 3 clusters Score -3898534 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3898595.000000 Penalty: 3359.826904
	Iteration 33Q: 3 clusters Score -3898595 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3898654.750000 Penalty: 3359.826904
	Iteration 34Q: 3 clusters Score -3898655 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3898719.000000 Penalty: 3359.826904
	Iteration 35Q: 3 clusters Score -3898719 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3898783.500000 Penalty: 3359.826904
	Iteration 36Q: 3 clusters Score -3898784 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3898855.000000 Penalty: 3359.826904
	Iteration 37Q: 3 clusters Score -3898855 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3898915.500000 Penalty: 3359.826904
	Iteration 38Q: 3 clusters Score -3898916 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3898967.250000 Penalty: 3359.826904
	Iteration 39Q: 3 clusters Score -3898967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3899013.000000 Penalty: 3359.826904
	Iteration 40F: 3 clusters Score -3899013 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3899036.750000 Penalty: 3359.826904
	Iteration 41Q: 3 clusters Score -3899037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3899061.500000 Penalty: 3359.826904
	Iteration 42Q: 3 clusters Score -3899062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3899097.000000 Penalty: 3359.826904
	Iteration 43Q: 3 clusters Score -3899097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3899118.500000 Penalty: 3359.826904
	Iteration 44Q: 3 clusters Score -3899118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3899119.500000 Penalty: 3359.826904
	Iteration 45Q: 3 clusters Score -3899120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3899148.250000 Penalty: 3359.826904
	Iteration 46Q: 3 clusters Score -3899148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3899167.250000 Penalty: 3359.826904
	Iteration 47Q: 3 clusters Score -3899167 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3899185.250000 Penalty: 3359.826904
	Iteration 48Q: 3 clusters Score -3899185 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3899202.750000 Penalty: 3359.826904
	Iteration 49Q: 3 clusters Score -3899203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3899216.000000 Penalty: 3359.826904
	Iteration 50Q: 3 clusters Score -3899216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3899240.250000 Penalty: 3359.826904
	Iteration 51Q: 3 clusters Score -3899240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3899252.750000 Penalty: 3359.826904
	Iteration 52Q: 3 clusters Score -3899253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3899261.750000 Penalty: 3359.826904
	Iteration 53Q: 3 clusters Score -3899262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3899273.000000 Penalty: 3359.826904
	Iteration 54Q: 3 clusters Score -3899273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3899271.250000 Penalty: 3359.826904
	Iteration 55Q: 3 clusters Score -3899271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3899279.250000 Penalty: 3359.826904
	Iteration 56Q: 3 clusters Score -3899279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3899286.250000 Penalty: 3359.826904
	Iteration 57Q: 3 clusters Score -3899286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3899284.500000 Penalty: 3359.826904
	Iteration 58Q: 3 clusters Score -3899284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3899279.500000 Penalty: 3359.826904
	Iteration 59Q: 3 clusters Score -3899280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3899287.000000 Penalty: 3359.826904
	Iteration 60F: 3 clusters Score -3899287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3899286.500000 Penalty: 3359.826904
	Iteration 61Q: 3 clusters Score -3899286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3899286.500000 Penalty: 3359.826904
	Iteration 62Q: 3 clusters Score -3899286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3899294.250000 Penalty: 3359.826904
	Iteration 63Q: 3 clusters Score -3899294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3899295.250000 Penalty: 3359.826904
	Iteration 64Q: 3 clusters Score -3899295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3899302.000000 Penalty: 3359.826904
	Iteration 65Q: 3 clusters Score -3899302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3899306.250000 Penalty: 3359.826904
	Iteration 66Q: 3 clusters Score -3899306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3899309.250000 Penalty: 3359.826904
	Iteration 67Q: 3 clusters Score -3899309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3899309.250000 Penalty: 3359.826904
	Iteration 68Q: 3 clusters Score -3899309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3899308.500000 Penalty: 3359.826904
	Iteration 69Q: 3 clusters Score -3899308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3899311.250000 Penalty: 3359.826904
	Iteration 70Q: 3 clusters Score -3899311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3899317.500000 Penalty: 3359.826904
	Iteration 71Q: 3 clusters Score -3899318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3899315.750000 Penalty: 3359.826904
	Iteration 72Q: 3 clusters Score -3899316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3899312.750000 Penalty: 3359.826904
	Iteration 73Q: 3 clusters Score -3899313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3899315.750000 Penalty: 3359.826904
	Iteration 74Q: 3 clusters Score -3899316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3899317.500000 Penalty: 3359.826904
	Iteration 75Q: 3 clusters Score -3899318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3899317.750000 Penalty: 3359.826904
	Iteration 76Q: 3 clusters Score -3899318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3899317.750000 Penalty: 3359.826904
	Iteration 77F: 3 clusters Score -3899318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Entering Unmasked Estep 
Score: -392335.375000 Penalty: 1316.522705
	Iteration 0F: 2 clusters Score -392335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -389441.968750 Penalty: 2633.045410
	Iteration 0F: 3 clusters Score -389442 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -390196.343750 Penalty: 2633.045410
	Iteration 1F: 3 clusters Score -390196.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -390353.781250 Penalty: 2633.045410
	Iteration 2F: 3 clusters Score -390353.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -390462.218750 Penalty: 2633.045410
	Iteration 3Q: 3 clusters Score -390462.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -390547.187500 Penalty: 2633.045410
	Iteration 4Q: 3 clusters Score -390547.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -390606.843750 Penalty: 2633.045410
	Iteration 5Q: 3 clusters Score -390606.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -390660.500000 Penalty: 2633.045410
	Iteration 6Q: 3 clusters Score -390660.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -390707.406250 Penalty: 2633.045410
	Iteration 7Q: 3 clusters Score -390707.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -390753.875000 Penalty: 2633.045410
	Iteration 8Q: 3 clusters Score -390753.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -390808.781250 Penalty: 2633.045410
	Iteration 9Q: 3 clusters Score -390808.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -390885.625000 Penalty: 2633.045410
	Iteration 10Q: 3 clusters Score -390885.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -390961.468750 Penalty: 2633.045410
	Iteration 11Q: 3 clusters Score -390961.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -391041.750000 Penalty: 2633.045410
	Iteration 12Q: 3 clusters Score -391041.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -391121.062500 Penalty: 2633.045410
	Iteration 13Q: 3 clusters Score -391121.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -391180.437500 Penalty: 2633.045410
	Iteration 14Q: 3 clusters Score -391180.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -391231.625000 Penalty: 2633.045410
	Iteration 15Q: 3 clusters Score -391231.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -391265.093750 Penalty: 2633.045410
	Iteration 16Q: 3 clusters Score -391265.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -391292.031250 Penalty: 2633.045410
	Iteration 17Q: 3 clusters Score -391292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -391322.750000 Penalty: 2633.045410
	Iteration 18Q: 3 clusters Score -391322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -391348.375000 Penalty: 2633.045410
	Iteration 19Q: 3 clusters Score -391348.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -391368.375000 Penalty: 2633.045410
	Iteration 20F: 3 clusters Score -391368.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -391378.187500 Penalty: 2633.045410
	Iteration 21Q: 3 clusters Score -391378.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -391384.406250 Penalty: 2633.045410
	Iteration 22Q: 3 clusters Score -391384.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -391397.218750 Penalty: 2633.045410
	Iteration 23Q: 3 clusters Score -391397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -391411.281250 Penalty: 2633.045410
	Iteration 24Q: 3 clusters Score -391411.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -391422.281250 Penalty: 2633.045410
	Iteration 25Q: 3 clusters Score -391422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -391430.312500 Penalty: 2633.045410
	Iteration 26Q: 3 clusters Score -391430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -391434.187500 Penalty: 2633.045410
	Iteration 27Q: 3 clusters Score -391434.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -391435.875000 Penalty: 2633.045410
	Iteration 28Q: 3 clusters Score -391435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -391436.062500 Penalty: 2633.045410
	Iteration 29Q: 3 clusters Score -391436.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -391437.062500 Penalty: 2633.045410
	Iteration 30Q: 3 clusters Score -391437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -391437.062500 Penalty: 2633.045410
	Iteration 31F: 3 clusters Score -391437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -137047.437500 Penalty: 1138.735107
	Iteration 0F: 2 clusters Score -137047.4 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 576 members 
Entering Unmasked Estep 
Score: -135524.296875 Penalty: 2277.470215
	Iteration 0F: 3 clusters Score -135524.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -135865.500000 Penalty: 2277.470215
	Iteration 1F: 3 clusters Score -135865.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135970.625000 Penalty: 2277.470215
	Iteration 2F: 3 clusters Score -135970.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136032.781250 Penalty: 2277.470215
	Iteration 3Q: 3 clusters Score -136032.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -136077.125000 Penalty: 2277.470215
	Iteration 4Q: 3 clusters Score -136077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -136101.078125 Penalty: 2277.470215
	Iteration 5Q: 3 clusters Score -136101.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -136113.687500 Penalty: 2277.470215
	Iteration 6Q: 3 clusters Score -136113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -136125.421875 Penalty: 2277.470215
	Iteration 7Q: 3 clusters Score -136125.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -136132.328125 Penalty: 2277.470215
	Iteration 8Q: 3 clusters Score -136132.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -136142.093750 Penalty: 2277.470215
	Iteration 9Q: 3 clusters Score -136142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136150.093750 Penalty: 2277.470215
	Iteration 10Q: 3 clusters Score -136150.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -136157.796875 Penalty: 2277.470215
	Iteration 11Q: 3 clusters Score -136157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -136163.750000 Penalty: 2277.470215
	Iteration 12Q: 3 clusters Score -136163.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136170.953125 Penalty: 2277.470215
	Iteration 13Q: 3 clusters Score -136171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -136179.109375 Penalty: 2277.470215
	Iteration 14Q: 3 clusters Score -136179.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -136185.625000 Penalty: 2277.470215
	Iteration 15Q: 3 clusters Score -136185.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136188.343750 Penalty: 2277.470215
	Iteration 16Q: 3 clusters Score -136188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -136189.484375 Penalty: 2277.470215
	Iteration 17Q: 3 clusters Score -136189.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -136189.484375 Penalty: 2277.470215
	Iteration 18F: 3 clusters Score -136189.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -25720.029297 Penalty: 897.886108
	Iteration 0F: 2 clusters Score -25720.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24891.585938 Penalty: 1795.772217
	Iteration 0F: 3 clusters Score -24891.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24975.351562 Penalty: 1795.772217
	Iteration 1F: 3 clusters Score -24975.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24996.414062 Penalty: 1795.772217
	Iteration 2Q: 3 clusters Score -24996.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25004.556641 Penalty: 1795.772217
	Iteration 3Q: 3 clusters Score -25004.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25004.556641 Penalty: 1795.772217
	Iteration 4F: 3 clusters Score -25004.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Entering Unmasked Estep 
Score: -12597.471680 Penalty: 841.124329
	Iteration 0F: 2 clusters Score -12597.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12093.909180 Penalty: 1682.248657
	Iteration 0F: 3 clusters Score -12093.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12235.199219 Penalty: 1682.248657
	Iteration 1F: 3 clusters Score -12235.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12259.863281 Penalty: 1682.248657
	Iteration 2F: 3 clusters Score -12259.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12263.355469 Penalty: 1682.248657
	Iteration 3Q: 3 clusters Score -12263.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12267.654297 Penalty: 1682.248657
	Iteration 4Q: 3 clusters Score -12267.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12270.703125 Penalty: 1682.248657
	Iteration 5Q: 3 clusters Score -12270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12275.337891 Penalty: 1682.248657
	Iteration 6Q: 3 clusters Score -12275.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12281.041992 Penalty: 1682.248657
	Iteration 7Q: 3 clusters Score -12281.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12285.529297 Penalty: 1682.248657
	Iteration 8Q: 3 clusters Score -12285.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12285.529297 Penalty: 1682.248657
	Iteration 9F: 3 clusters Score -12285.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -862860.187500 Penalty: 1435.887085
	Iteration 0F: 2 clusters Score -862860.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -857670.562500 Penalty: 2871.774170
	Iteration 0F: 3 clusters Score -857670.6 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -859148.375000 Penalty: 2871.774170
	Iteration 1F: 3 clusters Score -859148.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -859358.312500 Penalty: 2871.774170
	Iteration 2F: 3 clusters Score -859358.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -859534.875000 Penalty: 2871.774170
	Iteration 3F: 3 clusters Score -859534.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -859731.125000 Penalty: 2871.774170
	Iteration 4Q: 3 clusters Score -859731.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -859972.562500 Penalty: 2871.774170
	Iteration 5F: 3 clusters Score -859972.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -860253.625000 Penalty: 2871.774170
	Iteration 6F: 3 clusters Score -860253.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -860537.375000 Penalty: 2871.774170
	Iteration 7F: 3 clusters Score -860537.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -860860.937500 Penalty: 2871.774170
	Iteration 8F: 3 clusters Score -860860.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -861159.375000 Penalty: 2871.774170
	Iteration 9Q: 3 clusters Score -861159.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -861372.187500 Penalty: 2871.774170
	Iteration 10Q: 3 clusters Score -861372.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -861566.187500 Penalty: 2871.774170
	Iteration 11Q: 3 clusters Score -861566.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -861691.250000 Penalty: 2871.774170
	Iteration 12Q: 3 clusters Score -861691.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -861805.812500 Penalty: 2871.774170
	Iteration 13Q: 3 clusters Score -861805.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -861893.125000 Penalty: 2871.774170
	Iteration 14Q: 3 clusters Score -861893.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -861941.812500 Penalty: 2871.774170
	Iteration 15Q: 3 clusters Score -861941.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -861980.812500 Penalty: 2871.774170
	Iteration 16Q: 3 clusters Score -861980.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -862008.750000 Penalty: 2871.774170
	Iteration 17Q: 3 clusters Score -862008.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -862029.312500 Penalty: 2871.774170
	Iteration 18Q: 3 clusters Score -862029.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -862048.812500 Penalty: 2871.774170
	Iteration 19Q: 3 clusters Score -862048.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -862063.312500 Penalty: 2871.774170
	Iteration 20F: 3 clusters Score -862063.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -862072.812500 Penalty: 2871.774170
	Iteration 21Q: 3 clusters Score -862072.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -862086.625000 Penalty: 2871.774170
	Iteration 22Q: 3 clusters Score -862086.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -862102.500000 Penalty: 2871.774170
	Iteration 23Q: 3 clusters Score -862102.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -862113.750000 Penalty: 2871.774170
	Iteration 24Q: 3 clusters Score -862113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -862121.187500 Penalty: 2871.774170
	Iteration 25Q: 3 clusters Score -862121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -862123.187500 Penalty: 2871.774170
	Iteration 26Q: 3 clusters Score -862123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -862127.875000 Penalty: 2871.774170
	Iteration 27Q: 3 clusters Score -862127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -862129.125000 Penalty: 2871.774170
	Iteration 28Q: 3 clusters Score -862129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -862134.125000 Penalty: 2871.774170
	Iteration 29Q: 3 clusters Score -862134.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -862135.625000 Penalty: 2871.774170
	Iteration 30Q: 3 clusters Score -862135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -862136.437500 Penalty: 2871.774170
	Iteration 31Q: 3 clusters Score -862136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -862139.687500 Penalty: 2871.774170
	Iteration 32Q: 3 clusters Score -862139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -862141.125000 Penalty: 2871.774170
	Iteration 33Q: 3 clusters Score -862141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -862142.937500 Penalty: 2871.774170
	Iteration 34Q: 3 clusters Score -862142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -862142.937500 Penalty: 2871.774170
	Iteration 35F: 3 clusters Score -862142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Entering Unmasked Estep 
Score: -1533040.875000 Penalty: 1528.446533
	Iteration 0F: 2 clusters Score -1533041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1524528.375000 Penalty: 3056.893066
	Iteration 0F: 3 clusters Score -1524528 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1527347.625000 Penalty: 3056.893066
	Iteration 1F: 3 clusters Score -1527348 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1527704.250000 Penalty: 3056.893066
	Iteration 2F: 3 clusters Score -1527704 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1528052.125000 Penalty: 3056.893066
	Iteration 3F: 3 clusters Score -1528052 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1528324.375000 Penalty: 3056.893066
	Iteration 4F: 3 clusters Score -1528324 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1528545.750000 Penalty: 3056.893066
	Iteration 5Q: 3 clusters Score -1528546 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1528720.875000 Penalty: 3056.893066
	Iteration 6Q: 3 clusters Score -1528721 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1528894.875000 Penalty: 3056.893066
	Iteration 7Q: 3 clusters Score -1528895 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1529098.500000 Penalty: 3056.893066
	Iteration 8Q: 3 clusters Score -1529098 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1529299.500000 Penalty: 3056.893066
	Iteration 9Q: 3 clusters Score -1529300 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1529502.000000 Penalty: 3056.893066
	Iteration 10Q: 3 clusters Score -1529502 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1529756.750000 Penalty: 3056.893066
	Iteration 11Q: 3 clusters Score -1529757 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1530067.625000 Penalty: 3056.893066
	Iteration 12Q: 3 clusters Score -1530068 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1530382.125000 Penalty: 3056.893066
	Iteration 13Q: 3 clusters Score -1530382 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1530656.500000 Penalty: 3056.893066
	Iteration 14Q: 3 clusters Score -1530656 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1530914.875000 Penalty: 3056.893066
	Iteration 15Q: 3 clusters Score -1530915 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1531148.500000 Penalty: 3056.893066
	Iteration 16Q: 3 clusters Score -1531148 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1531348.875000 Penalty: 3056.893066
	Iteration 17Q: 3 clusters Score -1531349 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1531507.625000 Penalty: 3056.893066
	Iteration 18Q: 3 clusters Score -1531508 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1531648.750000 Penalty: 3056.893066
	Iteration 19Q: 3 clusters Score -1531649 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1531764.250000 Penalty: 3056.893066
	Iteration 20F: 3 clusters Score -1531764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1531826.000000 Penalty: 3056.893066
	Iteration 21Q: 3 clusters Score -1531826 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1531890.750000 Penalty: 3056.893066
	Iteration 22Q: 3 clusters Score -1531891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1531943.625000 Penalty: 3056.893066
	Iteration 23Q: 3 clusters Score -1531944 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1531996.125000 Penalty: 3056.893066
	Iteration 24Q: 3 clusters Score -1531996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1532045.750000 Penalty: 3056.893066
	Iteration 25Q: 3 clusters Score -1532046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1532097.000000 Penalty: 3056.893066
	Iteration 26Q: 3 clusters Score -1532097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1532139.875000 Penalty: 3056.893066
	Iteration 27Q: 3 clusters Score -1532140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1532153.500000 Penalty: 3056.893066
	Iteration 28Q: 3 clusters Score -1532154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1532165.000000 Penalty: 3056.893066
	Iteration 29Q: 3 clusters Score -1532165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1532174.875000 Penalty: 3056.893066
	Iteration 30Q: 3 clusters Score -1532175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1532188.625000 Penalty: 3056.893066
	Iteration 31Q: 3 clusters Score -1532189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1532203.125000 Penalty: 3056.893066
	Iteration 32Q: 3 clusters Score -1532203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1532217.500000 Penalty: 3056.893066
	Iteration 33Q: 3 clusters Score -1532218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1532227.750000 Penalty: 3056.893066
	Iteration 34Q: 3 clusters Score -1532228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1532237.375000 Penalty: 3056.893066
	Iteration 35Q: 3 clusters Score -1532237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1532244.375000 Penalty: 3056.893066
	Iteration 36Q: 3 clusters Score -1532244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1532252.875000 Penalty: 3056.893066
	Iteration 37Q: 3 clusters Score -1532253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1532259.250000 Penalty: 3056.893066
	Iteration 38Q: 3 clusters Score -1532259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1532261.875000 Penalty: 3056.893066
	Iteration 39Q: 3 clusters Score -1532262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1532292.375000 Penalty: 3056.893066
	Iteration 40F: 3 clusters Score -1532292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1532315.500000 Penalty: 3056.893066
	Iteration 41Q: 3 clusters Score -1532316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1532337.875000 Penalty: 3056.893066
	Iteration 42Q: 3 clusters Score -1532338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1532351.500000 Penalty: 3056.893066
	Iteration 43Q: 3 clusters Score -1532352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1532357.000000 Penalty: 3056.893066
	Iteration 44Q: 3 clusters Score -1532357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1532358.625000 Penalty: 3056.893066
	Iteration 45Q: 3 clusters Score -1532359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1532362.750000 Penalty: 3056.893066
	Iteration 46Q: 3 clusters Score -1532363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1532362.250000 Penalty: 3056.893066
	Iteration 47Q: 3 clusters Score -1532362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1532362.000000 Penalty: 3056.893066
	Iteration 48Q: 3 clusters Score -1532362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1532362.000000 Penalty: 3056.893066
	Iteration 49F: 3 clusters Score -1532362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -23055.830078 Penalty: 881.554382
	Iteration 0F: 2 clusters Score -23055.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22313.097656 Penalty: 1763.108765
	Iteration 0F: 3 clusters Score -22313.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22431.917969 Penalty: 1763.108765
	Iteration 1F: 3 clusters Score -22431.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22461.113281 Penalty: 1763.108765
	Iteration 2Q: 3 clusters Score -22461.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22489.242188 Penalty: 1763.108765
	Iteration 3Q: 3 clusters Score -22489.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22494.605469 Penalty: 1763.108765
	Iteration 4Q: 3 clusters Score -22494.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22494.605469 Penalty: 1763.108765
	Iteration 5F: 3 clusters Score -22494.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Entering Unmasked Estep 
Score: -6288353.000000 Penalty: 1753.548828
	Iteration 0F: 2 clusters Score -6288353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -6255782.500000 Penalty: 3507.097656
	Iteration 0F: 3 clusters Score -6255782 nChanged 22749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6268448.500000 Penalty: 3507.097656
	Iteration 1F: 3 clusters Score -6268448 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -6268880.000000 Penalty: 3507.097656
	Iteration 2Q: 3 clusters Score -6268880 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -6269332.000000 Penalty: 3507.097656
	Iteration 3Q: 3 clusters Score -6269332 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6269825.000000 Penalty: 3507.097656
	Iteration 4Q: 3 clusters Score -6269825 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -6270433.500000 Penalty: 3507.097656
	Iteration 5Q: 3 clusters Score -6270434 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -6271374.000000 Penalty: 3507.097656
	Iteration 6Q: 3 clusters Score -6271374 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -6272719.500000 Penalty: 3507.097656
	Iteration 7Q: 3 clusters Score -6272720 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -6274859.500000 Penalty: 3507.097656
	Iteration 8F: 3 clusters Score -6274860 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -6277596.000000 Penalty: 3507.097656
	Iteration 9F: 3 clusters Score -6277596 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -6280466.000000 Penalty: 3507.097656
	Iteration 10F: 3 clusters Score -6280466 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -6282806.500000 Penalty: 3507.097656
	Iteration 11F: 3 clusters Score -6282806 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6284484.000000 Penalty: 3507.097656
	Iteration 12Q: 3 clusters Score -6284484 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -6285522.000000 Penalty: 3507.097656
	Iteration 13Q: 3 clusters Score -6285522 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6286122.500000 Penalty: 3507.097656
	Iteration 14Q: 3 clusters Score -6286122 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -6286420.000000 Penalty: 3507.097656
	Iteration 15Q: 3 clusters Score -6286420 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6286594.000000 Penalty: 3507.097656
	Iteration 16Q: 3 clusters Score -6286594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6286710.500000 Penalty: 3507.097656
	Iteration 17Q: 3 clusters Score -6286710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -6286780.500000 Penalty: 3507.097656
	Iteration 18Q: 3 clusters Score -6286780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -6286833.000000 Penalty: 3507.097656
	Iteration 19Q: 3 clusters Score -6286833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6286850.500000 Penalty: 3507.097656
	Iteration 20F: 3 clusters Score -6286850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -6286862.500000 Penalty: 3507.097656
	Iteration 21Q: 3 clusters Score -6286862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -6286866.500000 Penalty: 3507.097656
	Iteration 22Q: 3 clusters Score -6286866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -6286871.000000 Penalty: 3507.097656
	Iteration 23Q: 3 clusters Score -6286871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -6286875.500000 Penalty: 3507.097656
	Iteration 24Q: 3 clusters Score -6286876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -6286875.500000 Penalty: 3507.097656
	Iteration 25Q: 3 clusters Score -6286876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -6286875.500000 Penalty: 3507.097656
	Iteration 26Q: 3 clusters Score -6286876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -6286879.500000 Penalty: 3507.097656
	Iteration 27Q: 3 clusters Score -6286880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6286880.000000 Penalty: 3507.097656
	Iteration 28Q: 3 clusters Score -6286880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6286881.000000 Penalty: 3507.097656
	Iteration 29Q: 3 clusters Score -6286881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -6286881.500000 Penalty: 3507.097656
	Iteration 30Q: 3 clusters Score -6286882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -6286880.000000 Penalty: 3507.097656
	Iteration 31Q: 3 clusters Score -6286880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -6286881.000000 Penalty: 3507.097656
	Iteration 32Q: 3 clusters Score -6286881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -6286882.500000 Penalty: 3507.097656
	Iteration 33Q: 3 clusters Score -6286882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -6286885.500000 Penalty: 3507.097656
	Iteration 34Q: 3 clusters Score -6286886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -6286893.500000 Penalty: 3507.097656
	Iteration 35Q: 3 clusters Score -6286894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6286900.000000 Penalty: 3507.097656
	Iteration 36Q: 3 clusters Score -6286900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6286900.000000 Penalty: 3507.097656
	Iteration 37F: 3 clusters Score -6286900 nChanged 0
22->30 Clusters: Score -59795464.000000, best is -59793220.000000
THE BEST YET!

Starting from 23 clusters...
--- Clustering full data set of 477750 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21653 members 
Mstep: Class 3 contains 21549 members 
Mstep: Class 4 contains 21693 members 
Mstep: Class 5 contains 21697 members 
Mstep: Class 6 contains 21576 members 
Mstep: Class 7 contains 21860 members 
Mstep: Class 8 contains 21593 members 
Mstep: Class 9 contains 21863 members 
Mstep: Class 10 contains 21618 members 
Mstep: Class 11 contains 21960 members 
Mstep: Class 12 contains 22053 members 
Mstep: Class 13 contains 21734 members 
Mstep: Class 14 contains 21660 members 
Mstep: Class 15 contains 21809 members 
Mstep: Class 16 contains 21528 members 
Mstep: Class 17 contains 21728 members 
Mstep: Class 18 contains 21711 members 
Mstep: Class 19 contains 22047 members 
Mstep: Class 20 contains 21577 members 
Mstep: Class 21 contains 21551 members 
Mstep: Class 22 contains 21717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1823.367432 but Gain 2124.988281
Score: -57402420.000000 Penalty: 44624.726562
Iteration 0F: 22 clusters Score -5.740242e+07 nChanged 456044
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 7103 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 9508 members 
Mstep: Class 6 contains 37114 members 
Mstep: Class 7 contains 15240 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 1843 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 8901 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 14766 members 
Mstep: Class 15 contains 6568 members 
Mstep: Class 16 contains 4379 members 
Mstep: Class 17 contains 8010 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 33028 members 
Mstep: Class 20 contains 286707 members 
Mstep: Class 21 contains 7981 members 
Mstep: Class 22 contains 8176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58907988.000000 Penalty: 44624.726562
Iteration 1F: 22 clusters Score -5.890799e+07 nChanged 122229
Entering Unmasked Mstep 
Mstep: Class 0 contains 666 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 7968 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 9235 members 
Mstep: Class 6 contains 33616 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 2415 members 
Mstep: Class 13 contains 11865 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 27237 members 
Mstep: Class 20 contains 319525 members 
Mstep: Class 21 contains 4725 members 
Mstep: Class 22 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1847.509399 but Gain 2124.984375
Score: -59033584.000000 Penalty: 42499.742188
Iteration 2F: 21 clusters Score -5.903358e+07 nChanged 76411
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1334 members 
Mstep: Class 3 contains 10953 members 
Mstep: Class 5 contains 10955 members 
Mstep: Class 6 contains 37887 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 1334 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 4202 members 
Mstep: Class 11 contains 4246 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 15 contains 3284 members 
Mstep: Class 16 contains 4196 members 
Mstep: Class 17 contains 6744 members 
Mstep: Class 18 contains 3106 members 
Mstep: Class 19 contains 33627 members 
Mstep: Class 20 contains 298581 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59208932.000000 Penalty: 42499.742188
Iteration 3F: 21 clusters Score -5.920893e+07 nChanged 61343
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1299 members 
Mstep: Class 3 contains 13570 members 
Mstep: Class 5 contains 10683 members 
Mstep: Class 6 contains 42890 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 1412 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 4830 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 13154 members 
Mstep: Class 15 contains 2973 members 
Mstep: Class 16 contains 3792 members 
Mstep: Class 17 contains 7715 members 
Mstep: Class 18 contains 2952 members 
Mstep: Class 19 contains 40912 members 
Mstep: Class 20 contains 271852 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 6957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59344232.000000 Penalty: 42499.742188
Iteration 4F: 21 clusters Score -5.934423e+07 nChanged 51494
Entering Unmasked Mstep 
Mstep: Class 0 contains 304 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 1248 members 
Mstep: Class 3 contains 15065 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 47084 members 
Mstep: Class 7 contains 14813 members 
Mstep: Class 8 contains 1984 members 
Mstep: Class 9 contains 3659 members 
Mstep: Class 10 contains 6142 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 1355 members 
Mstep: Class 13 contains 13939 members 
Mstep: Class 15 contains 2817 members 
Mstep: Class 16 contains 3133 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 2978 members 
Mstep: Class 19 contains 46866 members 
Mstep: Class 20 contains 249501 members 
Mstep: Class 21 contains 3876 members 
Mstep: Class 22 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 5F: 21 clusters Score -5.943642e+07 nChanged 46509
Entering Unmasked Mstep 
Mstep: Class 0 contains 248 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 15660 members 
Mstep: Class 5 contains 8459 members 
Mstep: Class 6 contains 50583 members 
Mstep: Class 7 contains 16877 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 8349 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 14349 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 17 contains 9826 members 
Mstep: Class 18 contains 3048 members 
Mstep: Class 19 contains 51165 members 
Mstep: Class 20 contains 230064 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 8951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59495420.000000 Penalty: 42499.742188
Iteration 6F: 21 clusters Score -5.949542e+07 nChanged 45825
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 1136 members 
Mstep: Class 3 contains 15473 members 
Mstep: Class 5 contains 7473 members 
Mstep: Class 6 contains 54988 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 4734 members 
Mstep: Class 10 contains 11371 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 976 members 
Mstep: Class 13 contains 14382 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 1926 members 
Mstep: Class 17 contains 11000 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 54577 members 
Mstep: Class 20 contains 209648 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 10346 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 7F: 21 clusters Score -5.95321e+07 nChanged 44948
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 14817 members 
Mstep: Class 5 contains 6684 members 
Mstep: Class 6 contains 61032 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 15098 members 
Mstep: Class 11 contains 11194 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 13 contains 14090 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 12126 members 
Mstep: Class 18 contains 3184 members 
Mstep: Class 19 contains 57713 members 
Mstep: Class 20 contains 187000 members 
Mstep: Class 21 contains 6386 members 
Mstep: Class 22 contains 11975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8F: 21 clusters Score -5.957573e+07 nChanged 37844
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 13844 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 66814 members 
Mstep: Class 7 contains 25101 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 5855 members 
Mstep: Class 10 contains 19298 members 
Mstep: Class 11 contains 13157 members 
Mstep: Class 12 contains 843 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 1034 members 
Mstep: Class 17 contains 13210 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 59285 members 
Mstep: Class 20 contains 167965 members 
Mstep: Class 21 contains 7398 members 
Mstep: Class 22 contains 13422 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 21 clusters Score -5.961732e+07 nChanged 30099
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 12769 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 71041 members 
Mstep: Class 7 contains 27234 members 
Mstep: Class 8 contains 2890 members 
Mstep: Class 9 contains 6258 members 
Mstep: Class 10 contains 23637 members 
Mstep: Class 11 contains 14503 members 
Mstep: Class 12 contains 820 members 
Mstep: Class 13 contains 13229 members 
Mstep: Class 15 contains 1488 members 
Mstep: Class 16 contains 841 members 
Mstep: Class 17 contains 14098 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 59154 members 
Mstep: Class 20 contains 154573 members 
Mstep: Class 21 contains 8187 members 
Mstep: Class 22 contains 14463 members 
Entering Unmasked Estep 
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Iteration 10F: 21 clusters Score -5.964501e+07 nChanged 24391
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1119 members 
Mstep: Class 3 contains 11837 members 
Mstep: Class 5 contains 4923 members 
Mstep: Class 6 contains 74448 members 
Mstep: Class 7 contains 29057 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 27664 members 
Mstep: Class 11 contains 15527 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 15 contains 1147 members 
Mstep: Class 16 contains 745 members 
Mstep: Class 17 contains 14794 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 57971 members 
Mstep: Class 20 contains 144526 members 
Mstep: Class 21 contains 8686 members 
Mstep: Class 22 contains 15229 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11F: 21 clusters Score -5.966458e+07 nChanged 20206
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 11052 members 
Mstep: Class 5 contains 4570 members 
Mstep: Class 6 contains 76871 members 
Mstep: Class 7 contains 30699 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 31403 members 
Mstep: Class 11 contains 16269 members 
Mstep: Class 12 contains 781 members 
Mstep: Class 13 contains 12930 members 
Mstep: Class 15 contains 872 members 
Mstep: Class 16 contains 687 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 56352 members 
Mstep: Class 20 contains 137035 members 
Mstep: Class 21 contains 8971 members 
Mstep: Class 22 contains 15881 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -5.967686e+07 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 10443 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 78789 members 
Mstep: Class 7 contains 32200 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 10 contains 34869 members 
Mstep: Class 11 contains 16892 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 12910 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 672 members 
Mstep: Class 17 contains 15650 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 54570 members 
Mstep: Class 20 contains 131007 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 16395 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -5.96861e+07 nChanged 15195
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 10026 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 80327 members 
Mstep: Class 7 contains 33482 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 6576 members 
Mstep: Class 10 contains 38102 members 
Mstep: Class 11 contains 17410 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 12945 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3729 members 
Mstep: Class 19 contains 52553 members 
Mstep: Class 20 contains 126232 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 16862 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -5.969306e+07 nChanged 13930
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1123 members 
Mstep: Class 3 contains 9714 members 
Mstep: Class 5 contains 4023 members 
Mstep: Class 6 contains 81471 members 
Mstep: Class 7 contains 34556 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 41226 members 
Mstep: Class 11 contains 17853 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 13063 members 
Mstep: Class 15 contains 469 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 16155 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 50402 members 
Mstep: Class 20 contains 122394 members 
Mstep: Class 21 contains 8931 members 
Mstep: Class 22 contains 17275 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -5.969879e+07 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 9466 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 82328 members 
Mstep: Class 7 contains 35494 members 
Mstep: Class 8 contains 2782 members 
Mstep: Class 9 contains 6238 members 
Mstep: Class 10 contains 44239 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 13271 members 
Mstep: Class 15 contains 403 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 16169 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 48381 members 
Mstep: Class 20 contains 119124 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 17670 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -5.970403e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 1115 members 
Mstep: Class 3 contains 9277 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 82852 members 
Mstep: Class 7 contains 36248 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 47313 members 
Mstep: Class 11 contains 18583 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 13554 members 
Mstep: Class 15 contains 364 members 
Mstep: Class 16 contains 646 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 4191 members 
Mstep: Class 19 contains 46430 members 
Mstep: Class 20 contains 116456 members 
Mstep: Class 21 contains 8406 members 
Mstep: Class 22 contains 17996 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -5.970926e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 9082 members 
Mstep: Class 5 contains 4101 members 
Mstep: Class 6 contains 83239 members 
Mstep: Class 7 contains 36896 members 
Mstep: Class 8 contains 2764 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 50627 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 15 contains 336 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 4390 members 
Mstep: Class 19 contains 44604 members 
Mstep: Class 20 contains 114019 members 
Mstep: Class 21 contains 8029 members 
Mstep: Class 22 contains 18257 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -5.971399e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1105 members 
Mstep: Class 3 contains 8887 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 83393 members 
Mstep: Class 7 contains 37421 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 54227 members 
Mstep: Class 11 contains 18966 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 14279 members 
Mstep: Class 15 contains 310 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 15655 members 
Mstep: Class 18 contains 4602 members 
Mstep: Class 19 contains 43023 members 
Mstep: Class 20 contains 111590 members 
Mstep: Class 21 contains 7597 members 
Mstep: Class 22 contains 18436 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -5.971912e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 8705 members 
Mstep: Class 5 contains 4333 members 
Mstep: Class 6 contains 83244 members 
Mstep: Class 7 contains 37809 members 
Mstep: Class 8 contains 2748 members 
Mstep: Class 9 contains 5565 members 
Mstep: Class 10 contains 57872 members 
Mstep: Class 11 contains 19069 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 15 contains 291 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 15407 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 41849 members 
Mstep: Class 20 contains 109227 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 18585 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -5.972434e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 5 contains 4554 members 
Mstep: Class 6 contains 82822 members 
Mstep: Class 7 contains 38105 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 61987 members 
Mstep: Class 11 contains 19103 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 15 contains 275 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 15155 members 
Mstep: Class 18 contains 5026 members 
Mstep: Class 19 contains 40558 members 
Mstep: Class 20 contains 106897 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 18694 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -5.973029e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1099 members 
Mstep: Class 3 contains 8357 members 
Mstep: Class 5 contains 4780 members 
Mstep: Class 6 contains 82126 members 
Mstep: Class 7 contains 38401 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 10 contains 65797 members 
Mstep: Class 11 contains 19099 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 15365 members 
Mstep: Class 15 contains 263 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 14850 members 
Mstep: Class 18 contains 5253 members 
Mstep: Class 19 contains 39557 members 
Mstep: Class 20 contains 104908 members 
Mstep: Class 21 contains 6356 members 
Mstep: Class 22 contains 18780 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -5.973638e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 5 contains 5073 members 
Mstep: Class 6 contains 81090 members 
Mstep: Class 7 contains 38643 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 5499 members 
Mstep: Class 10 contains 69068 members 
Mstep: Class 11 contains 19077 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 15672 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 608 members 
Mstep: Class 17 contains 14542 members 
Mstep: Class 18 contains 5516 members 
Mstep: Class 19 contains 38755 members 
Mstep: Class 20 contains 103669 members 
Mstep: Class 21 contains 6047 members 
Mstep: Class 22 contains 18788 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -5.974091e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7975 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 6 contains 79867 members 
Mstep: Class 7 contains 38896 members 
Mstep: Class 8 contains 2741 members 
Mstep: Class 9 contains 5580 members 
Mstep: Class 10 contains 71741 members 
Mstep: Class 11 contains 19046 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 15888 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 603 members 
Mstep: Class 17 contains 14257 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 38131 members 
Mstep: Class 20 contains 102924 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 18860 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -5.974474e+07 nChanged 8568
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7813 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 78559 members 
Mstep: Class 7 contains 39135 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 5686 members 
Mstep: Class 10 contains 73921 members 
Mstep: Class 11 contains 18993 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 16055 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 598 members 
Mstep: Class 17 contains 13967 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 37606 members 
Mstep: Class 20 contains 102614 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 18930 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -5.974753e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 77121 members 
Mstep: Class 7 contains 39380 members 
Mstep: Class 8 contains 2732 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 75590 members 
Mstep: Class 11 contains 18935 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 599 members 
Mstep: Class 17 contains 13716 members 
Mstep: Class 18 contains 6407 members 
Mstep: Class 19 contains 37132 members 
Mstep: Class 20 contains 102830 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 18977 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -5.974954e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7576 members 
Mstep: Class 5 contains 6144 members 
Mstep: Class 6 contains 75542 members 
Mstep: Class 7 contains 39624 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 76900 members 
Mstep: Class 11 contains 18897 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 16242 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 597 members 
Mstep: Class 17 contains 13509 members 
Mstep: Class 18 contains 6707 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 20 contains 103576 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 18998 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -5.975116e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7479 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 73714 members 
Mstep: Class 7 contains 39903 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 77971 members 
Mstep: Class 11 contains 18866 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 16282 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 13323 members 
Mstep: Class 18 contains 6996 members 
Mstep: Class 19 contains 36198 members 
Mstep: Class 20 contains 104713 members 
Mstep: Class 21 contains 5373 members 
Mstep: Class 22 contains 19044 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -5.975276e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 71663 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 2729 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 78840 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 16315 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 13134 members 
Mstep: Class 18 contains 7286 members 
Mstep: Class 19 contains 35772 members 
Mstep: Class 20 contains 106310 members 
Mstep: Class 21 contains 5346 members 
Mstep: Class 22 contains 19080 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -5.975533e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 69473 members 
Mstep: Class 7 contains 40384 members 
Mstep: Class 8 contains 2730 members 
Mstep: Class 9 contains 6173 members 
Mstep: Class 10 contains 79683 members 
Mstep: Class 11 contains 18751 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 16346 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 593 members 
Mstep: Class 17 contains 12973 members 
Mstep: Class 18 contains 7586 members 
Mstep: Class 19 contains 35353 members 
Mstep: Class 20 contains 108061 members 
Mstep: Class 21 contains 5324 members 
Mstep: Class 22 contains 19088 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -5.975876e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7334 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 67377 members 
Mstep: Class 7 contains 40556 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 6246 members 
Mstep: Class 10 contains 80548 members 
Mstep: Class 11 contains 18715 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 16376 members 
Mstep: Class 15 contains 245 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 12829 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 34931 members 
Mstep: Class 20 contains 109837 members 
Mstep: Class 21 contains 5309 members 
Mstep: Class 22 contains 19068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59763108.000000 Penalty: 42499.742188
Iteration 31Q: 21 clusters Score -5.976311e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7310 members 
Mstep: Class 5 contains 6542 members 
Mstep: Class 6 contains 65867 members 
Mstep: Class 7 contains 40646 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 81309 members 
Mstep: Class 11 contains 18702 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 16394 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 12683 members 
Mstep: Class 18 contains 8109 members 
Mstep: Class 19 contains 34587 members 
Mstep: Class 20 contains 111186 members 
Mstep: Class 21 contains 5291 members 
Mstep: Class 22 contains 19025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59766400.000000 Penalty: 42499.742188
Iteration 32Q: 21 clusters Score -5.97664e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 65083 members 
Mstep: Class 7 contains 40658 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 81863 members 
Mstep: Class 11 contains 18722 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 16435 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 12543 members 
Mstep: Class 18 contains 8377 members 
Mstep: Class 19 contains 34298 members 
Mstep: Class 20 contains 111935 members 
Mstep: Class 21 contains 5288 members 
Mstep: Class 22 contains 18989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59768316.000000 Penalty: 42499.742188
Iteration 33Q: 21 clusters Score -5.976832e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7276 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 64741 members 
Mstep: Class 7 contains 40660 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 82225 members 
Mstep: Class 11 contains 18776 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 16504 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 596 members 
Mstep: Class 17 contains 12401 members 
Mstep: Class 18 contains 8623 members 
Mstep: Class 19 contains 34062 members 
Mstep: Class 20 contains 112390 members 
Mstep: Class 21 contains 5286 members 
Mstep: Class 22 contains 18932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769268.000000 Penalty: 42499.742188
Iteration 34Q: 21 clusters Score -5.976927e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7253 members 
Mstep: Class 5 contains 6681 members 
Mstep: Class 6 contains 64688 members 
Mstep: Class 7 contains 40673 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 6474 members 
Mstep: Class 10 contains 82478 members 
Mstep: Class 11 contains 18795 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 16559 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 12269 members 
Mstep: Class 18 contains 8894 members 
Mstep: Class 19 contains 33846 members 
Mstep: Class 20 contains 112609 members 
Mstep: Class 21 contains 5282 members 
Mstep: Class 22 contains 18874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769556.000000 Penalty: 42499.742188
Iteration 35Q: 21 clusters Score -5.976956e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7239 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 64677 members 
Mstep: Class 7 contains 40669 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 82597 members 
Mstep: Class 11 contains 18837 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 12100 members 
Mstep: Class 18 contains 9161 members 
Mstep: Class 19 contains 33669 members 
Mstep: Class 20 contains 112817 members 
Mstep: Class 21 contains 5270 members 
Mstep: Class 22 contains 18841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769708.000000 Penalty: 42499.742188
Iteration 36Q: 21 clusters Score -5.976971e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 64772 members 
Mstep: Class 7 contains 40642 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 82697 members 
Mstep: Class 11 contains 18860 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 16764 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 11921 members 
Mstep: Class 18 contains 9432 members 
Mstep: Class 19 contains 33524 members 
Mstep: Class 20 contains 112908 members 
Mstep: Class 21 contains 5260 members 
Mstep: Class 22 contains 18806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769792.000000 Penalty: 42499.742188
Iteration 37Q: 21 clusters Score -5.976979e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 64925 members 
Mstep: Class 7 contains 40604 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 6602 members 
Mstep: Class 10 contains 82764 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 16876 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 9705 members 
Mstep: Class 19 contains 33379 members 
Mstep: Class 20 contains 112969 members 
Mstep: Class 21 contains 5243 members 
Mstep: Class 22 contains 18784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769968.000000 Penalty: 42499.742188
Iteration 38Q: 21 clusters Score -5.976997e+07 nChanged 1496
Entering ConstructFrom: 
Score: -59769968.000000 Penalty: 42499.742188
Entering ConstructFrom: 
Trying to split cluster 1 (35473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Entering Unmasked Estep 
Score: -4469298.500000 Penalty: 1702.435669
	Iteration 0F: 2 clusters Score -4469298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4445483.000000 Penalty: 3404.871338
	Iteration 0F: 3 clusters Score -4445483 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -4455302.500000 Penalty: 3404.871338
	Iteration 1F: 3 clusters Score -4455302 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4456877.000000 Penalty: 3404.871338
	Iteration 2F: 3 clusters Score -4456877 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4459195.000000 Penalty: 3404.871338
	Iteration 3F: 3 clusters Score -4459195 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -4461794.500000 Penalty: 3404.871338
	Iteration 4F: 3 clusters Score -4461794 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4464540.000000 Penalty: 3404.871338
	Iteration 5F: 3 clusters Score -4464540 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4466970.500000 Penalty: 3404.871338
	Iteration 6F: 3 clusters Score -4466970 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4468715.500000 Penalty: 3404.871338
	Iteration 7Q: 3 clusters Score -4468716 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4469479.500000 Penalty: 3404.871338
	Iteration 8Q: 3 clusters Score -4469480 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4469762.500000 Penalty: 3404.871338
	Iteration 9Q: 3 clusters Score -4469762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4469880.000000 Penalty: 3404.871338
	Iteration 10Q: 3 clusters Score -4469880 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -4469981.500000 Penalty: 3404.871338
	Iteration 11Q: 3 clusters Score -4469982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4470030.500000 Penalty: 3404.871338
	Iteration 12Q: 3 clusters Score -4470030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4470049.000000 Penalty: 3404.871338
	Iteration 13Q: 3 clusters Score -4470049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4470065.000000 Penalty: 3404.871338
	Iteration 14Q: 3 clusters Score -4470065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4470081.500000 Penalty: 3404.871338
	Iteration 15Q: 3 clusters Score -4470082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4470079.500000 Penalty: 3404.871338
	Iteration 16Q: 3 clusters Score -4470080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4470082.000000 Penalty: 3404.871338
	Iteration 17Q: 3 clusters Score -4470082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4470091.000000 Penalty: 3404.871338
	Iteration 18Q: 3 clusters Score -4470091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4470101.000000 Penalty: 3404.871338
	Iteration 19Q: 3 clusters Score -4470101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4470103.000000 Penalty: 3404.871338
	Iteration 20F: 3 clusters Score -4470103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4470103.500000 Penalty: 3404.871338
	Iteration 21Q: 3 clusters Score -4470104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4470103.500000 Penalty: 3404.871338
	Iteration 22Q: 3 clusters Score -4470104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4470107.500000 Penalty: 3404.871338
	Iteration 23Q: 3 clusters Score -4470108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4470108.500000 Penalty: 3404.871338
	Iteration 24Q: 3 clusters Score -4470108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4470105.000000 Penalty: 3404.871338
	Iteration 25Q: 3 clusters Score -4470105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4470103.000000 Penalty: 3404.871338
	Iteration 26Q: 3 clusters Score -4470103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4470108.500000 Penalty: 3404.871338
	Iteration 27Q: 3 clusters Score -4470108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4470107.500000 Penalty: 3404.871338
	Iteration 28Q: 3 clusters Score -4470108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4470110.000000 Penalty: 3404.871338
	Iteration 29Q: 3 clusters Score -4470110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4470107.500000 Penalty: 3404.871338
	Iteration 30Q: 3 clusters Score -4470108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4470106.000000 Penalty: 3404.871338
	Iteration 31Q: 3 clusters Score -4470106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4470106.000000 Penalty: 3404.871338
	Iteration 32F: 3 clusters Score -4470106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 40565 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 82831 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 33262 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18757 members 
Entering Unmasked Estep 
Score: -59770432.000000 Penalty: 44624.726562
Splitting cluster 1 changes total score from -59769968.000000 to -59770432.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -136475.328125 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -136475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -134975.031250 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -134975 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -135283.765625 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -135283.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -135368.000000 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -135368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135389.000000 Penalty: 2276.291504
	Iteration 3Q: 3 clusters Score -135389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135402.406250 Penalty: 2276.291504
	Iteration 4Q: 3 clusters Score -135402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135412.843750 Penalty: 2276.291504
	Iteration 5Q: 3 clusters Score -135412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -135422.281250 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -135422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135427.250000 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -135427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -135429.515625 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -135429.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135430.640625 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -135430.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135432.031250 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -135432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135432.031250 Penalty: 2276.291504
	Iteration 11F: 3 clusters Score -135432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Entering Unmasked Estep 
Score: -905828.500000 Penalty: 1443.366089
	Iteration 0F: 2 clusters Score -905828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -900434.187500 Penalty: 2886.732178
	Iteration 0F: 3 clusters Score -900434.2 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -902147.812500 Penalty: 2886.732178
	Iteration 1F: 3 clusters Score -902147.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -902414.812500 Penalty: 2886.732178
	Iteration 2F: 3 clusters Score -902414.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -902649.812500 Penalty: 2886.732178
	Iteration 3F: 3 clusters Score -902649.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -902866.125000 Penalty: 2886.732178
	Iteration 4F: 3 clusters Score -902866.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -903068.062500 Penalty: 2886.732178
	Iteration 5Q: 3 clusters Score -903068.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -903241.875000 Penalty: 2886.732178
	Iteration 6Q: 3 clusters Score -903241.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -903360.562500 Penalty: 2886.732178
	Iteration 7Q: 3 clusters Score -903360.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -903466.375000 Penalty: 2886.732178
	Iteration 8Q: 3 clusters Score -903466.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -903574.375000 Penalty: 2886.732178
	Iteration 9Q: 3 clusters Score -903574.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -903671.312500 Penalty: 2886.732178
	Iteration 10Q: 3 clusters Score -903671.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -903753.250000 Penalty: 2886.732178
	Iteration 11Q: 3 clusters Score -903753.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -903824.875000 Penalty: 2886.732178
	Iteration 12Q: 3 clusters Score -903824.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -903891.812500 Penalty: 2886.732178
	Iteration 13Q: 3 clusters Score -903891.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -903969.812500 Penalty: 2886.732178
	Iteration 14Q: 3 clusters Score -903969.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -904041.312500 Penalty: 2886.732178
	Iteration 15Q: 3 clusters Score -904041.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -904093.750000 Penalty: 2886.732178
	Iteration 16Q: 3 clusters Score -904093.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -904140.750000 Penalty: 2886.732178
	Iteration 17Q: 3 clusters Score -904140.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -904189.562500 Penalty: 2886.732178
	Iteration 18Q: 3 clusters Score -904189.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -904234.875000 Penalty: 2886.732178
	Iteration 19Q: 3 clusters Score -904234.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -904269.187500 Penalty: 2886.732178
	Iteration 20F: 3 clusters Score -904269.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -904301.187500 Penalty: 2886.732178
	Iteration 21Q: 3 clusters Score -904301.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -904331.000000 Penalty: 2886.732178
	Iteration 22Q: 3 clusters Score -904331 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -904367.375000 Penalty: 2886.732178
	Iteration 23Q: 3 clusters Score -904367.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -904406.500000 Penalty: 2886.732178
	Iteration 24Q: 3 clusters Score -904406.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -904438.875000 Penalty: 2886.732178
	Iteration 25Q: 3 clusters Score -904438.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -904478.187500 Penalty: 2886.732178
	Iteration 26Q: 3 clusters Score -904478.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -904519.187500 Penalty: 2886.732178
	Iteration 27Q: 3 clusters Score -904519.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -904557.250000 Penalty: 2886.732178
	Iteration 28Q: 3 clusters Score -904557.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -904585.062500 Penalty: 2886.732178
	Iteration 29Q: 3 clusters Score -904585.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -904607.812500 Penalty: 2886.732178
	Iteration 30Q: 3 clusters Score -904607.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -904628.000000 Penalty: 2886.732178
	Iteration 31Q: 3 clusters Score -904628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -904644.937500 Penalty: 2886.732178
	Iteration 32Q: 3 clusters Score -904644.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -904656.375000 Penalty: 2886.732178
	Iteration 33Q: 3 clusters Score -904656.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -904665.687500 Penalty: 2886.732178
	Iteration 34Q: 3 clusters Score -904665.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -904673.187500 Penalty: 2886.732178
	Iteration 35Q: 3 clusters Score -904673.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -904678.312500 Penalty: 2886.732178
	Iteration 36Q: 3 clusters Score -904678.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -904681.625000 Penalty: 2886.732178
	Iteration 37Q: 3 clusters Score -904681.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -904686.875000 Penalty: 2886.732178
	Iteration 38Q: 3 clusters Score -904686.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -904691.250000 Penalty: 2886.732178
	Iteration 39Q: 3 clusters Score -904691.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -904697.437500 Penalty: 2886.732178
	Iteration 40F: 3 clusters Score -904697.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -904702.875000 Penalty: 2886.732178
	Iteration 41Q: 3 clusters Score -904702.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -904711.000000 Penalty: 2886.732178
	Iteration 42Q: 3 clusters Score -904711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -904715.562500 Penalty: 2886.732178
	Iteration 43Q: 3 clusters Score -904715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -904716.000000 Penalty: 2886.732178
	Iteration 44Q: 3 clusters Score -904716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -904719.000000 Penalty: 2886.732178
	Iteration 45Q: 3 clusters Score -904719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -904722.687500 Penalty: 2886.732178
	Iteration 46Q: 3 clusters Score -904722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -904727.562500 Penalty: 2886.732178
	Iteration 47Q: 3 clusters Score -904727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -904730.562500 Penalty: 2886.732178
	Iteration 48Q: 3 clusters Score -904730.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -904738.375000 Penalty: 2886.732178
	Iteration 49Q: 3 clusters Score -904738.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -904747.437500 Penalty: 2886.732178
	Iteration 50Q: 3 clusters Score -904747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -904755.687500 Penalty: 2886.732178
	Iteration 51Q: 3 clusters Score -904755.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -904773.187500 Penalty: 2886.732178
	Iteration 52Q: 3 clusters Score -904773.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -904786.812500 Penalty: 2886.732178
	Iteration 53Q: 3 clusters Score -904786.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -904798.187500 Penalty: 2886.732178
	Iteration 54Q: 3 clusters Score -904798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -904805.250000 Penalty: 2886.732178
	Iteration 55Q: 3 clusters Score -904805.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -904812.062500 Penalty: 2886.732178
	Iteration 56Q: 3 clusters Score -904812.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -904820.312500 Penalty: 2886.732178
	Iteration 57Q: 3 clusters Score -904820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -904823.500000 Penalty: 2886.732178
	Iteration 58Q: 3 clusters Score -904823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -904827.750000 Penalty: 2886.732178
	Iteration 59Q: 3 clusters Score -904827.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -904832.250000 Penalty: 2886.732178
	Iteration 60F: 3 clusters Score -904832.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -904836.562500 Penalty: 2886.732178
	Iteration 61Q: 3 clusters Score -904836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -904838.500000 Penalty: 2886.732178
	Iteration 62Q: 3 clusters Score -904838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -904840.375000 Penalty: 2886.732178
	Iteration 63Q: 3 clusters Score -904840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -904840.375000 Penalty: 2886.732178
	Iteration 64Q: 3 clusters Score -904840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -904841.687500 Penalty: 2886.732178
	Iteration 65Q: 3 clusters Score -904841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -904844.000000 Penalty: 2886.732178
	Iteration 66Q: 3 clusters Score -904844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -904847.062500 Penalty: 2886.732178
	Iteration 67Q: 3 clusters Score -904847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -904851.375000 Penalty: 2886.732178
	Iteration 68Q: 3 clusters Score -904851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -904853.625000 Penalty: 2886.732178
	Iteration 69Q: 3 clusters Score -904853.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -904854.500000 Penalty: 2886.732178
	Iteration 70Q: 3 clusters Score -904854.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -904857.437500 Penalty: 2886.732178
	Iteration 71Q: 3 clusters Score -904857.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -904858.875000 Penalty: 2886.732178
	Iteration 72Q: 3 clusters Score -904858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -904860.250000 Penalty: 2886.732178
	Iteration 73Q: 3 clusters Score -904860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -904864.000000 Penalty: 2886.732178
	Iteration 74Q: 3 clusters Score -904864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -904864.812500 Penalty: 2886.732178
	Iteration 75Q: 3 clusters Score -904864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -904866.000000 Penalty: 2886.732178
	Iteration 76Q: 3 clusters Score -904866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -904866.937500 Penalty: 2886.732178
	Iteration 77Q: 3 clusters Score -904866.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -904867.187500 Penalty: 2886.732178
	Iteration 78Q: 3 clusters Score -904867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -904867.187500 Penalty: 2886.732178
	Iteration 79Q: 3 clusters Score -904867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -904867.312500 Penalty: 2886.732178
	Iteration 80F: 3 clusters Score -904867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -904868.375000 Penalty: 2886.732178
	Iteration 81Q: 3 clusters Score -904868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -904867.687500 Penalty: 2886.732178
	Iteration 82Q: 3 clusters Score -904867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -904867.687500 Penalty: 2886.732178
	Iteration 83F: 3 clusters Score -904867.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -843233.562500 Penalty: 1432.304565
	Iteration 0F: 2 clusters Score -843233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -838210.250000 Penalty: 2864.609131
	Iteration 0F: 3 clusters Score -838210.2 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -839868.750000 Penalty: 2864.609131
	Iteration 1F: 3 clusters Score -839868.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -840416.000000 Penalty: 2864.609131
	Iteration 2F: 3 clusters Score -840416 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -840950.875000 Penalty: 2864.609131
	Iteration 3F: 3 clusters Score -840950.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -841429.562500 Penalty: 2864.609131
	Iteration 4F: 3 clusters Score -841429.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -841792.125000 Penalty: 2864.609131
	Iteration 5F: 3 clusters Score -841792.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -842024.625000 Penalty: 2864.609131
	Iteration 6Q: 3 clusters Score -842024.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -842180.312500 Penalty: 2864.609131
	Iteration 7Q: 3 clusters Score -842180.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -842295.687500 Penalty: 2864.609131
	Iteration 8Q: 3 clusters Score -842295.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -842386.625000 Penalty: 2864.609131
	Iteration 9Q: 3 clusters Score -842386.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -842463.625000 Penalty: 2864.609131
	Iteration 10Q: 3 clusters Score -842463.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -842517.687500 Penalty: 2864.609131
	Iteration 11Q: 3 clusters Score -842517.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -842561.250000 Penalty: 2864.609131
	Iteration 12Q: 3 clusters Score -842561.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -842595.187500 Penalty: 2864.609131
	Iteration 13Q: 3 clusters Score -842595.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -842615.187500 Penalty: 2864.609131
	Iteration 14Q: 3 clusters Score -842615.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -842628.812500 Penalty: 2864.609131
	Iteration 15Q: 3 clusters Score -842628.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -842637.437500 Penalty: 2864.609131
	Iteration 16Q: 3 clusters Score -842637.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -842642.187500 Penalty: 2864.609131
	Iteration 17Q: 3 clusters Score -842642.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -842648.062500 Penalty: 2864.609131
	Iteration 18Q: 3 clusters Score -842648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -842648.000000 Penalty: 2864.609131
	Iteration 19Q: 3 clusters Score -842648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -842649.062500 Penalty: 2864.609131
	Iteration 20F: 3 clusters Score -842649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -842653.187500 Penalty: 2864.609131
	Iteration 21Q: 3 clusters Score -842653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -842652.875000 Penalty: 2864.609131
	Iteration 22Q: 3 clusters Score -842652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -842652.375000 Penalty: 2864.609131
	Iteration 23Q: 3 clusters Score -842652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -842654.750000 Penalty: 2864.609131
	Iteration 24Q: 3 clusters Score -842654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -842654.062500 Penalty: 2864.609131
	Iteration 25Q: 3 clusters Score -842654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -842655.437500 Penalty: 2864.609131
	Iteration 26Q: 3 clusters Score -842655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -842658.062500 Penalty: 2864.609131
	Iteration 27Q: 3 clusters Score -842658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -842660.000000 Penalty: 2864.609131
	Iteration 28Q: 3 clusters Score -842660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -842658.750000 Penalty: 2864.609131
	Iteration 29Q: 3 clusters Score -842658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -842661.187500 Penalty: 2864.609131
	Iteration 30Q: 3 clusters Score -842661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -842661.062500 Penalty: 2864.609131
	Iteration 31Q: 3 clusters Score -842661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -842662.000000 Penalty: 2864.609131
	Iteration 32Q: 3 clusters Score -842662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -842661.125000 Penalty: 2864.609131
	Iteration 33Q: 3 clusters Score -842661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -842661.437500 Penalty: 2864.609131
	Iteration 34Q: 3 clusters Score -842661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -842660.937500 Penalty: 2864.609131
	Iteration 35Q: 3 clusters Score -842660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -842661.062500 Penalty: 2864.609131
	Iteration 36Q: 3 clusters Score -842661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -842662.062500 Penalty: 2864.609131
	Iteration 37Q: 3 clusters Score -842662.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -842662.750000 Penalty: 2864.609131
	Iteration 38Q: 3 clusters Score -842662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -842662.750000 Penalty: 2864.609131
	Iteration 39F: 3 clusters Score -842662.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65081 members 
Entering Unmasked Estep 
Score: -8488522.000000 Penalty: 1801.050659
	Iteration 0F: 2 clusters Score -8488522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -8444833.000000 Penalty: 3602.101318
	Iteration 0F: 3 clusters Score -8444833 nChanged 30954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -8462946.000000 Penalty: 3602.101318
	Iteration 1F: 3 clusters Score -8462946 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -8463751.000000 Penalty: 3602.101318
	Iteration 2Q: 3 clusters Score -8463751 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -8464840.000000 Penalty: 3602.101318
	Iteration 3Q: 3 clusters Score -8464840 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -8466398.000000 Penalty: 3602.101318
	Iteration 4Q: 3 clusters Score -8466398 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -8468615.000000 Penalty: 3602.101318
	Iteration 5F: 3 clusters Score -8468615 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -8471870.000000 Penalty: 3602.101318
	Iteration 6F: 3 clusters Score -8471870 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -8476036.000000 Penalty: 3602.101318
	Iteration 7F: 3 clusters Score -8476036 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -8480152.000000 Penalty: 3602.101318
	Iteration 8F: 3 clusters Score -8480152 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8483325.000000 Penalty: 3602.101318
	Iteration 9F: 3 clusters Score -8483325 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8485150.000000 Penalty: 3602.101318
	Iteration 10Q: 3 clusters Score -8485150 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8486074.000000 Penalty: 3602.101318
	Iteration 11Q: 3 clusters Score -8486074 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8486523.000000 Penalty: 3602.101318
	Iteration 12Q: 3 clusters Score -8486523 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64494 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8486698.000000 Penalty: 3602.101318
	Iteration 13Q: 3 clusters Score -8486698 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8486798.000000 Penalty: 3602.101318
	Iteration 14Q: 3 clusters Score -8486798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8486842.000000 Penalty: 3602.101318
	Iteration 15Q: 3 clusters Score -8486842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8486887.000000 Penalty: 3602.101318
	Iteration 16Q: 3 clusters Score -8486887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8486914.000000 Penalty: 3602.101318
	Iteration 17Q: 3 clusters Score -8486914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8486928.000000 Penalty: 3602.101318
	Iteration 18Q: 3 clusters Score -8486928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8486929.000000 Penalty: 3602.101318
	Iteration 19Q: 3 clusters Score -8486929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8486930.000000 Penalty: 3602.101318
	Iteration 20F: 3 clusters Score -8486930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8486942.000000 Penalty: 3602.101318
	Iteration 21Q: 3 clusters Score -8486942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8486945.000000 Penalty: 3602.101318
	Iteration 22Q: 3 clusters Score -8486945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8486948.000000 Penalty: 3602.101318
	Iteration 23Q: 3 clusters Score -8486948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8486942.000000 Penalty: 3602.101318
	Iteration 24Q: 3 clusters Score -8486942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8486946.000000 Penalty: 3602.101318
	Iteration 25Q: 3 clusters Score -8486946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8486946.000000 Penalty: 3602.101318
	Iteration 26Q: 3 clusters Score -8486946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8486947.000000 Penalty: 3602.101318
	Iteration 27Q: 3 clusters Score -8486947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8486947.000000 Penalty: 3602.101318
	Iteration 28F: 3 clusters Score -8486947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Entering Unmasked Estep 
Score: -5264493.000000 Penalty: 1724.232300
	Iteration 0F: 2 clusters Score -5264493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5237361.000000 Penalty: 3448.464600
	Iteration 0F: 3 clusters Score -5237361 nChanged 18888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -5247962.000000 Penalty: 3448.464600
	Iteration 1F: 3 clusters Score -5247962 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5248606.000000 Penalty: 3448.464600
	Iteration 2Q: 3 clusters Score -5248606 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -5249311.500000 Penalty: 3448.464600
	Iteration 3Q: 3 clusters Score -5249312 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5250132.000000 Penalty: 3448.464600
	Iteration 4Q: 3 clusters Score -5250132 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -5251052.500000 Penalty: 3448.464600
	Iteration 5Q: 3 clusters Score -5251052 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -5252142.500000 Penalty: 3448.464600
	Iteration 6F: 3 clusters Score -5252142 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5253255.000000 Penalty: 3448.464600
	Iteration 7F: 3 clusters Score -5253255 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -5254283.000000 Penalty: 3448.464600
	Iteration 8Q: 3 clusters Score -5254283 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5255301.500000 Penalty: 3448.464600
	Iteration 9Q: 3 clusters Score -5255302 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5256250.000000 Penalty: 3448.464600
	Iteration 10Q: 3 clusters Score -5256250 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5257008.000000 Penalty: 3448.464600
	Iteration 11Q: 3 clusters Score -5257008 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5257526.500000 Penalty: 3448.464600
	Iteration 12Q: 3 clusters Score -5257526 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5257824.500000 Penalty: 3448.464600
	Iteration 13Q: 3 clusters Score -5257824 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -5257968.500000 Penalty: 3448.464600
	Iteration 14Q: 3 clusters Score -5257968 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -5258001.500000 Penalty: 3448.464600
	Iteration 15Q: 3 clusters Score -5258002 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -5258054.500000 Penalty: 3448.464600
	Iteration 16Q: 3 clusters Score -5258054 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -5258096.000000 Penalty: 3448.464600
	Iteration 17Q: 3 clusters Score -5258096 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5258120.000000 Penalty: 3448.464600
	Iteration 18Q: 3 clusters Score -5258120 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5258145.500000 Penalty: 3448.464600
	Iteration 19Q: 3 clusters Score -5258146 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -5258177.500000 Penalty: 3448.464600
	Iteration 20F: 3 clusters Score -5258178 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5258209.000000 Penalty: 3448.464600
	Iteration 21Q: 3 clusters Score -5258209 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -5258223.500000 Penalty: 3448.464600
	Iteration 22Q: 3 clusters Score -5258224 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -5258269.500000 Penalty: 3448.464600
	Iteration 23Q: 3 clusters Score -5258270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5258302.500000 Penalty: 3448.464600
	Iteration 24Q: 3 clusters Score -5258302 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5258325.000000 Penalty: 3448.464600
	Iteration 25Q: 3 clusters Score -5258325 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -5258339.000000 Penalty: 3448.464600
	Iteration 26Q: 3 clusters Score -5258339 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -5258380.000000 Penalty: 3448.464600
	Iteration 27Q: 3 clusters Score -5258380 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -5258409.500000 Penalty: 3448.464600
	Iteration 28Q: 3 clusters Score -5258410 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -5258430.500000 Penalty: 3448.464600
	Iteration 29Q: 3 clusters Score -5258430 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5258463.500000 Penalty: 3448.464600
	Iteration 30Q: 3 clusters Score -5258464 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -5258467.500000 Penalty: 3448.464600
	Iteration 31Q: 3 clusters Score -5258468 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5258472.000000 Penalty: 3448.464600
	Iteration 32Q: 3 clusters Score -5258472 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -5258507.500000 Penalty: 3448.464600
	Iteration 33Q: 3 clusters Score -5258508 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5258546.500000 Penalty: 3448.464600
	Iteration 34Q: 3 clusters Score -5258546 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5258560.500000 Penalty: 3448.464600
	Iteration 35Q: 3 clusters Score -5258560 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5258592.000000 Penalty: 3448.464600
	Iteration 36Q: 3 clusters Score -5258592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -5258623.000000 Penalty: 3448.464600
	Iteration 37Q: 3 clusters Score -5258623 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5258669.000000 Penalty: 3448.464600
	Iteration 38Q: 3 clusters Score -5258669 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -5258683.000000 Penalty: 3448.464600
	Iteration 39Q: 3 clusters Score -5258683 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -5258706.000000 Penalty: 3448.464600
	Iteration 40F: 3 clusters Score -5258706 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5258733.000000 Penalty: 3448.464600
	Iteration 41Q: 3 clusters Score -5258733 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5258784.500000 Penalty: 3448.464600
	Iteration 42Q: 3 clusters Score -5258784 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5258814.000000 Penalty: 3448.464600
	Iteration 43Q: 3 clusters Score -5258814 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5258839.500000 Penalty: 3448.464600
	Iteration 44Q: 3 clusters Score -5258840 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5258888.500000 Penalty: 3448.464600
	Iteration 45Q: 3 clusters Score -5258888 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -5258960.500000 Penalty: 3448.464600
	Iteration 46Q: 3 clusters Score -5258960 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -5259003.000000 Penalty: 3448.464600
	Iteration 47Q: 3 clusters Score -5259003 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -5259027.000000 Penalty: 3448.464600
	Iteration 48Q: 3 clusters Score -5259027 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5259062.500000 Penalty: 3448.464600
	Iteration 49Q: 3 clusters Score -5259062 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5259122.500000 Penalty: 3448.464600
	Iteration 50Q: 3 clusters Score -5259122 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5259194.500000 Penalty: 3448.464600
	Iteration 51Q: 3 clusters Score -5259194 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -5259291.000000 Penalty: 3448.464600
	Iteration 52Q: 3 clusters Score -5259291 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -5259371.500000 Penalty: 3448.464600
	Iteration 53Q: 3 clusters Score -5259372 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -5259491.000000 Penalty: 3448.464600
	Iteration 54Q: 3 clusters Score -5259491 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5259598.000000 Penalty: 3448.464600
	Iteration 55Q: 3 clusters Score -5259598 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -5259732.000000 Penalty: 3448.464600
	Iteration 56Q: 3 clusters Score -5259732 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -5259885.000000 Penalty: 3448.464600
	Iteration 57Q: 3 clusters Score -5259885 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5260083.000000 Penalty: 3448.464600
	Iteration 58Q: 3 clusters Score -5260083 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -5260251.000000 Penalty: 3448.464600
	Iteration 59Q: 3 clusters Score -5260251 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -5260450.000000 Penalty: 3448.464600
	Iteration 60F: 3 clusters Score -5260450 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -5260685.000000 Penalty: 3448.464600
	Iteration 61Q: 3 clusters Score -5260685 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -5260930.500000 Penalty: 3448.464600
	Iteration 62Q: 3 clusters Score -5260930 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -5261202.000000 Penalty: 3448.464600
	Iteration 63Q: 3 clusters Score -5261202 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -5261489.000000 Penalty: 3448.464600
	Iteration 64Q: 3 clusters Score -5261489 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -5261759.000000 Penalty: 3448.464600
	Iteration 65Q: 3 clusters Score -5261759 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -5261996.000000 Penalty: 3448.464600
	Iteration 66Q: 3 clusters Score -5261996 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -5262195.000000 Penalty: 3448.464600
	Iteration 67Q: 3 clusters Score -5262195 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -5262387.000000 Penalty: 3448.464600
	Iteration 68Q: 3 clusters Score -5262387 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -5262518.000000 Penalty: 3448.464600
	Iteration 69Q: 3 clusters Score -5262518 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -5262637.500000 Penalty: 3448.464600
	Iteration 70Q: 3 clusters Score -5262638 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -5262724.500000 Penalty: 3448.464600
	Iteration 71Q: 3 clusters Score -5262724 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5262802.500000 Penalty: 3448.464600
	Iteration 72Q: 3 clusters Score -5262802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -5262845.500000 Penalty: 3448.464600
	Iteration 73Q: 3 clusters Score -5262846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5262896.000000 Penalty: 3448.464600
	Iteration 74Q: 3 clusters Score -5262896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -5262934.000000 Penalty: 3448.464600
	Iteration 75Q: 3 clusters Score -5262934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5262962.500000 Penalty: 3448.464600
	Iteration 76Q: 3 clusters Score -5262962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5262984.000000 Penalty: 3448.464600
	Iteration 77Q: 3 clusters Score -5262984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5262988.000000 Penalty: 3448.464600
	Iteration 78Q: 3 clusters Score -5262988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5263004.000000 Penalty: 3448.464600
	Iteration 79Q: 3 clusters Score -5263004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -5263011.000000 Penalty: 3448.464600
	Iteration 80F: 3 clusters Score -5263011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -5263023.500000 Penalty: 3448.464600
	Iteration 81Q: 3 clusters Score -5263024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -5263032.000000 Penalty: 3448.464600
	Iteration 82Q: 3 clusters Score -5263032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5263035.000000 Penalty: 3448.464600
	Iteration 83Q: 3 clusters Score -5263035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -5263042.500000 Penalty: 3448.464600
	Iteration 84Q: 3 clusters Score -5263042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -5263046.000000 Penalty: 3448.464600
	Iteration 85Q: 3 clusters Score -5263046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -5263048.000000 Penalty: 3448.464600
	Iteration 86Q: 3 clusters Score -5263048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -5263059.000000 Penalty: 3448.464600
	Iteration 87Q: 3 clusters Score -5263059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5263059.500000 Penalty: 3448.464600
	Iteration 88Q: 3 clusters Score -5263060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5263062.500000 Penalty: 3448.464600
	Iteration 89Q: 3 clusters Score -5263062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -5263064.500000 Penalty: 3448.464600
	Iteration 90Q: 3 clusters Score -5263064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5263065.000000 Penalty: 3448.464600
	Iteration 91Q: 3 clusters Score -5263065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5263065.000000 Penalty: 3448.464600
	Iteration 92F: 3 clusters Score -5263065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -312871.312500 Penalty: 1286.481201
	Iteration 0F: 2 clusters Score -312871.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -310451.031250 Penalty: 2572.962402
	Iteration 0F: 3 clusters Score -310451 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -311438.875000 Penalty: 2572.962402
	Iteration 1F: 3 clusters Score -311438.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -312052.187500 Penalty: 2572.962402
	Iteration 2F: 3 clusters Score -312052.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -312700.843750 Penalty: 2572.962402
	Iteration 3F: 3 clusters Score -312700.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -313292.062500 Penalty: 2572.962402
	Iteration 4F: 3 clusters Score -313292.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -313790.187500 Penalty: 2572.962402
	Iteration 5F: 3 clusters Score -313790.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -314008.781250 Penalty: 2572.962402
	Iteration 6F: 3 clusters Score -314008.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -314144.000000 Penalty: 2572.962402
	Iteration 7Q: 3 clusters Score -314144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -314241.187500 Penalty: 2572.962402
	Iteration 8Q: 3 clusters Score -314241.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314274.093750 Penalty: 2572.962402
	Iteration 9Q: 3 clusters Score -314274.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -314287.562500 Penalty: 2572.962402
	Iteration 10Q: 3 clusters Score -314287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -314297.781250 Penalty: 2572.962402
	Iteration 11Q: 3 clusters Score -314297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314304.468750 Penalty: 2572.962402
	Iteration 12Q: 3 clusters Score -314304.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -314308.500000 Penalty: 2572.962402
	Iteration 13Q: 3 clusters Score -314308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314312.218750 Penalty: 2572.962402
	Iteration 14Q: 3 clusters Score -314312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314314.125000 Penalty: 2572.962402
	Iteration 15Q: 3 clusters Score -314314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -314314.406250 Penalty: 2572.962402
	Iteration 16Q: 3 clusters Score -314314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314316.906250 Penalty: 2572.962402
	Iteration 17Q: 3 clusters Score -314316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -314318.843750 Penalty: 2572.962402
	Iteration 18Q: 3 clusters Score -314318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -314319.531250 Penalty: 2572.962402
	Iteration 19Q: 3 clusters Score -314319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -314320.031250 Penalty: 2572.962402
	Iteration 20F: 3 clusters Score -314320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 40565 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 82831 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 33262 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18757 members 
Entering Unmasked Estep 
Score: -59771172.000000 Penalty: 46749.714844
Splitting cluster 8 changes total score from -59769968.000000 to -59771172.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 9 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -774755.875000 Penalty: 1429.920532
	Iteration 0F: 2 clusters Score -774755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -769860.875000 Penalty: 2859.841064
	Iteration 0F: 3 clusters Score -769860.9 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -771471.062500 Penalty: 2859.841064
	Iteration 1F: 3 clusters Score -771471.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -771810.000000 Penalty: 2859.841064
	Iteration 2F: 3 clusters Score -771810 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -772084.687500 Penalty: 2859.841064
	Iteration 3F: 3 clusters Score -772084.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -772314.375000 Penalty: 2859.841064
	Iteration 4F: 3 clusters Score -772314.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -772533.312500 Penalty: 2859.841064
	Iteration 5Q: 3 clusters Score -772533.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -772756.437500 Penalty: 2859.841064
	Iteration 6Q: 3 clusters Score -772756.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -772941.750000 Penalty: 2859.841064
	Iteration 7Q: 3 clusters Score -772941.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -773113.812500 Penalty: 2859.841064
	Iteration 8Q: 3 clusters Score -773113.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -773261.187500 Penalty: 2859.841064
	Iteration 9Q: 3 clusters Score -773261.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -773357.375000 Penalty: 2859.841064
	Iteration 10Q: 3 clusters Score -773357.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -773432.062500 Penalty: 2859.841064
	Iteration 11Q: 3 clusters Score -773432.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -773495.125000 Penalty: 2859.841064
	Iteration 12Q: 3 clusters Score -773495.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -773537.625000 Penalty: 2859.841064
	Iteration 13Q: 3 clusters Score -773537.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -773578.125000 Penalty: 2859.841064
	Iteration 14Q: 3 clusters Score -773578.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -773615.500000 Penalty: 2859.841064
	Iteration 15Q: 3 clusters Score -773615.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -773640.687500 Penalty: 2859.841064
	Iteration 16Q: 3 clusters Score -773640.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -773659.437500 Penalty: 2859.841064
	Iteration 17Q: 3 clusters Score -773659.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -773677.312500 Penalty: 2859.841064
	Iteration 18Q: 3 clusters Score -773677.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -773689.687500 Penalty: 2859.841064
	Iteration 19Q: 3 clusters Score -773689.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -773699.437500 Penalty: 2859.841064
	Iteration 20F: 3 clusters Score -773699.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -773705.562500 Penalty: 2859.841064
	Iteration 21Q: 3 clusters Score -773705.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -773709.625000 Penalty: 2859.841064
	Iteration 22Q: 3 clusters Score -773709.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -773719.562500 Penalty: 2859.841064
	Iteration 23Q: 3 clusters Score -773719.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -773730.500000 Penalty: 2859.841064
	Iteration 24Q: 3 clusters Score -773730.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -773737.937500 Penalty: 2859.841064
	Iteration 25Q: 3 clusters Score -773737.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -773741.375000 Penalty: 2859.841064
	Iteration 26Q: 3 clusters Score -773741.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -773745.562500 Penalty: 2859.841064
	Iteration 27Q: 3 clusters Score -773745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -773748.375000 Penalty: 2859.841064
	Iteration 28Q: 3 clusters Score -773748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -773752.187500 Penalty: 2859.841064
	Iteration 29Q: 3 clusters Score -773752.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -773752.687500 Penalty: 2859.841064
	Iteration 30Q: 3 clusters Score -773752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -773757.312500 Penalty: 2859.841064
	Iteration 31Q: 3 clusters Score -773757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -773758.687500 Penalty: 2859.841064
	Iteration 32Q: 3 clusters Score -773758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -773761.437500 Penalty: 2859.841064
	Iteration 33Q: 3 clusters Score -773761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -773764.250000 Penalty: 2859.841064
	Iteration 34Q: 3 clusters Score -773764.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -773768.312500 Penalty: 2859.841064
	Iteration 35Q: 3 clusters Score -773768.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -773770.875000 Penalty: 2859.841064
	Iteration 36Q: 3 clusters Score -773770.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -773775.500000 Penalty: 2859.841064
	Iteration 37Q: 3 clusters Score -773775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -773776.375000 Penalty: 2859.841064
	Iteration 38Q: 3 clusters Score -773776.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -773777.312500 Penalty: 2859.841064
	Iteration 39Q: 3 clusters Score -773777.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -773782.062500 Penalty: 2859.841064
	Iteration 40F: 3 clusters Score -773782.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -773786.187500 Penalty: 2859.841064
	Iteration 41Q: 3 clusters Score -773786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -773787.562500 Penalty: 2859.841064
	Iteration 42Q: 3 clusters Score -773787.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -773789.375000 Penalty: 2859.841064
	Iteration 43Q: 3 clusters Score -773789.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -773790.062500 Penalty: 2859.841064
	Iteration 44Q: 3 clusters Score -773790.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -773789.812500 Penalty: 2859.841064
	Iteration 45Q: 3 clusters Score -773789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -773790.875000 Penalty: 2859.841064
	Iteration 46Q: 3 clusters Score -773790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -773792.812500 Penalty: 2859.841064
	Iteration 47Q: 3 clusters Score -773792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -773793.562500 Penalty: 2859.841064
	Iteration 48Q: 3 clusters Score -773793.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -773793.687500 Penalty: 2859.841064
	Iteration 49Q: 3 clusters Score -773793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -773793.125000 Penalty: 2859.841064
	Iteration 50Q: 3 clusters Score -773793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -773792.687500 Penalty: 2859.841064
	Iteration 51Q: 3 clusters Score -773792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -773792.687500 Penalty: 2859.841064
	Iteration 52Q: 3 clusters Score -773792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -773793.687500 Penalty: 2859.841064
	Iteration 53Q: 3 clusters Score -773793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -773794.125000 Penalty: 2859.841064
	Iteration 54Q: 3 clusters Score -773794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -773794.125000 Penalty: 2859.841064
	Iteration 55F: 3 clusters Score -773794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Entering Unmasked Estep 
Score: -10629339.000000 Penalty: 1840.240601
	Iteration 0F: 2 clusters Score -1.062934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -10574158.000000 Penalty: 3680.481201
	Iteration 0F: 3 clusters Score -1.057416e+07 nChanged 39423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -10597564.000000 Penalty: 3680.481201
	Iteration 1F: 3 clusters Score -1.059756e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -10598903.000000 Penalty: 3680.481201
	Iteration 2Q: 3 clusters Score -1.05989e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -10600957.000000 Penalty: 3680.481201
	Iteration 3F: 3 clusters Score -1.060096e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -10603844.000000 Penalty: 3680.481201
	Iteration 4F: 3 clusters Score -1.060384e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -10607951.000000 Penalty: 3680.481201
	Iteration 5F: 3 clusters Score -1.060795e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -10612679.000000 Penalty: 3680.481201
	Iteration 6F: 3 clusters Score -1.061268e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -10617179.000000 Penalty: 3680.481201
	Iteration 7F: 3 clusters Score -1.061718e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -10620547.000000 Penalty: 3680.481201
	Iteration 8Q: 3 clusters Score -1.062055e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -10622983.000000 Penalty: 3680.481201
	Iteration 9Q: 3 clusters Score -1.062298e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -10624513.000000 Penalty: 3680.481201
	Iteration 10Q: 3 clusters Score -1.062451e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10625508.000000 Penalty: 3680.481201
	Iteration 11Q: 3 clusters Score -1.062551e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -10626297.000000 Penalty: 3680.481201
	Iteration 12Q: 3 clusters Score -1.06263e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -10626828.000000 Penalty: 3680.481201
	Iteration 13Q: 3 clusters Score -1.062683e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -10627115.000000 Penalty: 3680.481201
	Iteration 14Q: 3 clusters Score -1.062712e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -10627268.000000 Penalty: 3680.481201
	Iteration 15Q: 3 clusters Score -1.062727e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -10627415.000000 Penalty: 3680.481201
	Iteration 16Q: 3 clusters Score -1.062742e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -10627493.000000 Penalty: 3680.481201
	Iteration 17Q: 3 clusters Score -1.062749e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -10627573.000000 Penalty: 3680.481201
	Iteration 18Q: 3 clusters Score -1.062757e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -10627608.000000 Penalty: 3680.481201
	Iteration 19Q: 3 clusters Score -1.062761e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -10627652.000000 Penalty: 3680.481201
	Iteration 20F: 3 clusters Score -1.062765e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 81755 members 
Entering Unmasked Estep 
Score: -10627657.000000 Penalty: 3680.481201
	Iteration 21Q: 3 clusters Score -1.062766e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -10627696.000000 Penalty: 3680.481201
	Iteration 22Q: 3 clusters Score -1.06277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -10627705.000000 Penalty: 3680.481201
	Iteration 23Q: 3 clusters Score -1.06277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -10627717.000000 Penalty: 3680.481201
	Iteration 24Q: 3 clusters Score -1.062772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -10627723.000000 Penalty: 3680.481201
	Iteration 25Q: 3 clusters Score -1.062772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -10627731.000000 Penalty: 3680.481201
	Iteration 26Q: 3 clusters Score -1.062773e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -10627739.000000 Penalty: 3680.481201
	Iteration 27Q: 3 clusters Score -1.062774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -10627759.000000 Penalty: 3680.481201
	Iteration 28Q: 3 clusters Score -1.062776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -10627772.000000 Penalty: 3680.481201
	Iteration 29Q: 3 clusters Score -1.062777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -10627774.000000 Penalty: 3680.481201
	Iteration 30Q: 3 clusters Score -1.062777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -10627774.000000 Penalty: 3680.481201
	Iteration 31Q: 3 clusters Score -1.062777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -10627779.000000 Penalty: 3680.481201
	Iteration 32Q: 3 clusters Score -1.062778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -10627777.000000 Penalty: 3680.481201
	Iteration 33Q: 3 clusters Score -1.062778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -10627802.000000 Penalty: 3680.481201
	Iteration 34Q: 3 clusters Score -1.06278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 81982 members 
Entering Unmasked Estep 
Score: -10627802.000000 Penalty: 3680.481201
	Iteration 35Q: 3 clusters Score -1.06278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -10627800.000000 Penalty: 3680.481201
	Iteration 36Q: 3 clusters Score -1.06278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -10627807.000000 Penalty: 3680.481201
	Iteration 37Q: 3 clusters Score -1.062781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -10627816.000000 Penalty: 3680.481201
	Iteration 38Q: 3 clusters Score -1.062782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 82000 members 
Entering Unmasked Estep 
Score: -10627809.000000 Penalty: 3680.481201
	Iteration 39Q: 3 clusters Score -1.062781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 82004 members 
Entering Unmasked Estep 
Score: -10627819.000000 Penalty: 3680.481201
	Iteration 40F: 3 clusters Score -1.062782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -10627823.000000 Penalty: 3680.481201
	Iteration 41Q: 3 clusters Score -1.062782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 82013 members 
Entering Unmasked Estep 
Score: -10627833.000000 Penalty: 3680.481201
	Iteration 42Q: 3 clusters Score -1.062783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -10627831.000000 Penalty: 3680.481201
	Iteration 43Q: 3 clusters Score -1.062783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -10627829.000000 Penalty: 3680.481201
	Iteration 44Q: 3 clusters Score -1.062783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -10627826.000000 Penalty: 3680.481201
	Iteration 45Q: 3 clusters Score -1.062783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -10627832.000000 Penalty: 3680.481201
	Iteration 46Q: 3 clusters Score -1.062783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -10627828.000000 Penalty: 3680.481201
	Iteration 47Q: 3 clusters Score -1.062783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -10627823.000000 Penalty: 3680.481201
	Iteration 48Q: 3 clusters Score -1.062782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -10627829.000000 Penalty: 3680.481201
	Iteration 49Q: 3 clusters Score -1.062783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -10627835.000000 Penalty: 3680.481201
	Iteration 50Q: 3 clusters Score -1.062784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10627836.000000 Penalty: 3680.481201
	Iteration 51Q: 3 clusters Score -1.062784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -10627849.000000 Penalty: 3680.481201
	Iteration 52Q: 3 clusters Score -1.062785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -10627850.000000 Penalty: 3680.481201
	Iteration 53Q: 3 clusters Score -1.062785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -10627853.000000 Penalty: 3680.481201
	Iteration 54Q: 3 clusters Score -1.062785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -10627851.000000 Penalty: 3680.481201
	Iteration 55Q: 3 clusters Score -1.062785e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -10627848.000000 Penalty: 3680.481201
	Iteration 56Q: 3 clusters Score -1.062785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -10627851.000000 Penalty: 3680.481201
	Iteration 57Q: 3 clusters Score -1.062785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -10627847.000000 Penalty: 3680.481201
	Iteration 58Q: 3 clusters Score -1.062785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10627847.000000 Penalty: 3680.481201
	Iteration 59Q: 3 clusters Score -1.062785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10627845.000000 Penalty: 3680.481201
	Iteration 60F: 3 clusters Score -1.062784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 82069 members 
Entering Unmasked Estep 
Score: -10627849.000000 Penalty: 3680.481201
	Iteration 61Q: 3 clusters Score -1.062785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10627853.000000 Penalty: 3680.481201
	Iteration 62Q: 3 clusters Score -1.062785e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 82067 members 
Entering Unmasked Estep 
Score: -10627853.000000 Penalty: 3680.481201
	Iteration 63F: 3 clusters Score -1.062785e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Entering Unmasked Estep 
Score: -2447785.500000 Penalty: 1600.063965
	Iteration 0F: 2 clusters Score -2447786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2434775.250000 Penalty: 3200.127930
	Iteration 0F: 3 clusters Score -2434775 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2439321.250000 Penalty: 3200.127930
	Iteration 1F: 3 clusters Score -2439321 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2439642.000000 Penalty: 3200.127930
	Iteration 2Q: 3 clusters Score -2439642 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2439930.000000 Penalty: 3200.127930
	Iteration 3Q: 3 clusters Score -2439930 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2440182.250000 Penalty: 3200.127930
	Iteration 4Q: 3 clusters Score -2440182 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2440436.500000 Penalty: 3200.127930
	Iteration 5Q: 3 clusters Score -2440436 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2440675.500000 Penalty: 3200.127930
	Iteration 6Q: 3 clusters Score -2440676 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2440960.750000 Penalty: 3200.127930
	Iteration 7Q: 3 clusters Score -2440961 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2441348.750000 Penalty: 3200.127930
	Iteration 8Q: 3 clusters Score -2441349 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2441908.250000 Penalty: 3200.127930
	Iteration 9F: 3 clusters Score -2441908 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2442692.000000 Penalty: 3200.127930
	Iteration 10F: 3 clusters Score -2442692 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2443563.750000 Penalty: 3200.127930
	Iteration 11F: 3 clusters Score -2443564 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2444404.000000 Penalty: 3200.127930
	Iteration 12F: 3 clusters Score -2444404 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2445147.750000 Penalty: 3200.127930
	Iteration 13Q: 3 clusters Score -2445148 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2445669.500000 Penalty: 3200.127930
	Iteration 14Q: 3 clusters Score -2445670 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2446022.000000 Penalty: 3200.127930
	Iteration 15Q: 3 clusters Score -2446022 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2446243.000000 Penalty: 3200.127930
	Iteration 16Q: 3 clusters Score -2446243 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2446362.750000 Penalty: 3200.127930
	Iteration 17Q: 3 clusters Score -2446363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2446421.000000 Penalty: 3200.127930
	Iteration 18Q: 3 clusters Score -2446421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2446452.000000 Penalty: 3200.127930
	Iteration 19Q: 3 clusters Score -2446452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2446489.750000 Penalty: 3200.127930
	Iteration 20F: 3 clusters Score -2446490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2446501.250000 Penalty: 3200.127930
	Iteration 21Q: 3 clusters Score -2446501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2446520.000000 Penalty: 3200.127930
	Iteration 22Q: 3 clusters Score -2446520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2446528.750000 Penalty: 3200.127930
	Iteration 23Q: 3 clusters Score -2446529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2446538.500000 Penalty: 3200.127930
	Iteration 24Q: 3 clusters Score -2446538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2446552.500000 Penalty: 3200.127930
	Iteration 25Q: 3 clusters Score -2446552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2446564.750000 Penalty: 3200.127930
	Iteration 26Q: 3 clusters Score -2446565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2446572.500000 Penalty: 3200.127930
	Iteration 27Q: 3 clusters Score -2446572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2446579.500000 Penalty: 3200.127930
	Iteration 28Q: 3 clusters Score -2446580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2446586.750000 Penalty: 3200.127930
	Iteration 29Q: 3 clusters Score -2446587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2446594.500000 Penalty: 3200.127930
	Iteration 30Q: 3 clusters Score -2446594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2446598.250000 Penalty: 3200.127930
	Iteration 31Q: 3 clusters Score -2446598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2446595.500000 Penalty: 3200.127930
	Iteration 32Q: 3 clusters Score -2446596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2446597.500000 Penalty: 3200.127930
	Iteration 33Q: 3 clusters Score -2446598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2446600.250000 Penalty: 3200.127930
	Iteration 34Q: 3 clusters Score -2446600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2446598.000000 Penalty: 3200.127930
	Iteration 35Q: 3 clusters Score -2446598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2446601.250000 Penalty: 3200.127930
	Iteration 36Q: 3 clusters Score -2446601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2446604.250000 Penalty: 3200.127930
	Iteration 37Q: 3 clusters Score -2446604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2446605.250000 Penalty: 3200.127930
	Iteration 38Q: 3 clusters Score -2446605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2446607.750000 Penalty: 3200.127930
	Iteration 39Q: 3 clusters Score -2446608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2446608.500000 Penalty: 3200.127930
	Iteration 40F: 3 clusters Score -2446608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2446609.000000 Penalty: 3200.127930
	Iteration 41Q: 3 clusters Score -2446609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -2446609.000000 Penalty: 3200.127930
	Iteration 42F: 3 clusters Score -2446609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -58547.722656 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -58547.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57875.410156 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -57875.41 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -59483.132812 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -59483.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60175.464844 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -60175.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -60388.992188 Penalty: 2153.252441
	Iteration 3Q: 3 clusters Score -60388.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -60498.335938 Penalty: 2153.252441
	Iteration 4Q: 3 clusters Score -60498.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -60530.230469 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -60530.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60549.429688 Penalty: 2153.252441
	Iteration 6Q: 3 clusters Score -60549.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -60554.363281 Penalty: 2153.252441
	Iteration 7Q: 3 clusters Score -60554.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60557.886719 Penalty: 2153.252441
	Iteration 8Q: 3 clusters Score -60557.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60559.296875 Penalty: 2153.252441
	Iteration 9F: 3 clusters Score -60559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -60561.054688 Penalty: 2153.252441
	Iteration 10Q: 3 clusters Score -60561.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -60566.867188 Penalty: 2153.252441
	Iteration 11Q: 3 clusters Score -60566.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60583.804688 Penalty: 2153.252441
	Iteration 12Q: 3 clusters Score -60583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60583.804688 Penalty: 2153.252441
	Iteration 13F: 3 clusters Score -60583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 40565 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 82831 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 595 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 33262 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 509 members 
Entering Unmasked Estep 
Score: -59772092.000000 Penalty: 48874.703125
Splitting cluster 12 changes total score from -59769968.000000 to -59772092.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (16995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Entering Unmasked Estep 
Score: -2124679.750000 Penalty: 1582.859497
	Iteration 0F: 2 clusters Score -2124680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2112925.250000 Penalty: 3165.718994
	Iteration 0F: 3 clusters Score -2112925 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2117185.000000 Penalty: 3165.718994
	Iteration 1F: 3 clusters Score -2117185 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2117545.750000 Penalty: 3165.718994
	Iteration 2F: 3 clusters Score -2117546 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2117879.500000 Penalty: 3165.718994
	Iteration 3Q: 3 clusters Score -2117880 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2118218.250000 Penalty: 3165.718994
	Iteration 4Q: 3 clusters Score -2118218 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2118606.750000 Penalty: 3165.718994
	Iteration 5Q: 3 clusters Score -2118607 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2119066.750000 Penalty: 3165.718994
	Iteration 6Q: 3 clusters Score -2119067 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2119572.250000 Penalty: 3165.718994
	Iteration 7Q: 3 clusters Score -2119572 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2120162.250000 Penalty: 3165.718994
	Iteration 8Q: 3 clusters Score -2120162 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2120832.000000 Penalty: 3165.718994
	Iteration 9F: 3 clusters Score -2120832 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2121404.500000 Penalty: 3165.718994
	Iteration 10Q: 3 clusters Score -2121404 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2121750.500000 Penalty: 3165.718994
	Iteration 11Q: 3 clusters Score -2121750 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2121978.500000 Penalty: 3165.718994
	Iteration 12Q: 3 clusters Score -2121978 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2122127.500000 Penalty: 3165.718994
	Iteration 13Q: 3 clusters Score -2122128 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2122231.250000 Penalty: 3165.718994
	Iteration 14Q: 3 clusters Score -2122231 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2122297.250000 Penalty: 3165.718994
	Iteration 15Q: 3 clusters Score -2122297 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2122342.000000 Penalty: 3165.718994
	Iteration 16Q: 3 clusters Score -2122342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2122388.250000 Penalty: 3165.718994
	Iteration 17Q: 3 clusters Score -2122388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2122426.750000 Penalty: 3165.718994
	Iteration 18Q: 3 clusters Score -2122427 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2122465.500000 Penalty: 3165.718994
	Iteration 19Q: 3 clusters Score -2122466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2122507.000000 Penalty: 3165.718994
	Iteration 20F: 3 clusters Score -2122507 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2122552.750000 Penalty: 3165.718994
	Iteration 21Q: 3 clusters Score -2122553 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2122595.750000 Penalty: 3165.718994
	Iteration 22Q: 3 clusters Score -2122596 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2122634.250000 Penalty: 3165.718994
	Iteration 23Q: 3 clusters Score -2122634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2122683.000000 Penalty: 3165.718994
	Iteration 24Q: 3 clusters Score -2122683 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2122722.250000 Penalty: 3165.718994
	Iteration 25Q: 3 clusters Score -2122722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2122775.500000 Penalty: 3165.718994
	Iteration 26Q: 3 clusters Score -2122776 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2122826.500000 Penalty: 3165.718994
	Iteration 27Q: 3 clusters Score -2122826 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2122878.750000 Penalty: 3165.718994
	Iteration 28Q: 3 clusters Score -2122879 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2122919.250000 Penalty: 3165.718994
	Iteration 29Q: 3 clusters Score -2122919 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2122959.750000 Penalty: 3165.718994
	Iteration 30Q: 3 clusters Score -2122960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2122991.500000 Penalty: 3165.718994
	Iteration 31Q: 3 clusters Score -2122992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2123018.000000 Penalty: 3165.718994
	Iteration 32Q: 3 clusters Score -2123018 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2123038.750000 Penalty: 3165.718994
	Iteration 33Q: 3 clusters Score -2123039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2123056.250000 Penalty: 3165.718994
	Iteration 34Q: 3 clusters Score -2123056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2123091.000000 Penalty: 3165.718994
	Iteration 35Q: 3 clusters Score -2123091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2123115.500000 Penalty: 3165.718994
	Iteration 36Q: 3 clusters Score -2123116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2123133.500000 Penalty: 3165.718994
	Iteration 37Q: 3 clusters Score -2123134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2123150.500000 Penalty: 3165.718994
	Iteration 38Q: 3 clusters Score -2123150 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2123160.000000 Penalty: 3165.718994
	Iteration 39Q: 3 clusters Score -2123160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2123170.000000 Penalty: 3165.718994
	Iteration 40F: 3 clusters Score -2123170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2123179.250000 Penalty: 3165.718994
	Iteration 41Q: 3 clusters Score -2123179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2123181.000000 Penalty: 3165.718994
	Iteration 42Q: 3 clusters Score -2123181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2123193.500000 Penalty: 3165.718994
	Iteration 43Q: 3 clusters Score -2123194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2123196.250000 Penalty: 3165.718994
	Iteration 44Q: 3 clusters Score -2123196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2123211.000000 Penalty: 3165.718994
	Iteration 45Q: 3 clusters Score -2123211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2123216.500000 Penalty: 3165.718994
	Iteration 46Q: 3 clusters Score -2123216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2123221.500000 Penalty: 3165.718994
	Iteration 47Q: 3 clusters Score -2123222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2123223.000000 Penalty: 3165.718994
	Iteration 48Q: 3 clusters Score -2123223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2123227.000000 Penalty: 3165.718994
	Iteration 49Q: 3 clusters Score -2123227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2123233.500000 Penalty: 3165.718994
	Iteration 50Q: 3 clusters Score -2123234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2123234.500000 Penalty: 3165.718994
	Iteration 51Q: 3 clusters Score -2123234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2123239.250000 Penalty: 3165.718994
	Iteration 52Q: 3 clusters Score -2123239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2123241.000000 Penalty: 3165.718994
	Iteration 53Q: 3 clusters Score -2123241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2123242.750000 Penalty: 3165.718994
	Iteration 54Q: 3 clusters Score -2123243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2123244.750000 Penalty: 3165.718994
	Iteration 55Q: 3 clusters Score -2123245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2123245.500000 Penalty: 3165.718994
	Iteration 56Q: 3 clusters Score -2123246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2123244.750000 Penalty: 3165.718994
	Iteration 57Q: 3 clusters Score -2123245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2123246.750000 Penalty: 3165.718994
	Iteration 58Q: 3 clusters Score -2123247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2123248.750000 Penalty: 3165.718994
	Iteration 59Q: 3 clusters Score -2123249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2123250.750000 Penalty: 3165.718994
	Iteration 60F: 3 clusters Score -2123251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2123258.250000 Penalty: 3165.718994
	Iteration 61Q: 3 clusters Score -2123258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2123256.250000 Penalty: 3165.718994
	Iteration 62Q: 3 clusters Score -2123256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2123258.500000 Penalty: 3165.718994
	Iteration 63Q: 3 clusters Score -2123258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2123259.000000 Penalty: 3165.718994
	Iteration 64Q: 3 clusters Score -2123259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2123258.750000 Penalty: 3165.718994
	Iteration 65Q: 3 clusters Score -2123259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2123262.000000 Penalty: 3165.718994
	Iteration 66Q: 3 clusters Score -2123262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2123262.250000 Penalty: 3165.718994
	Iteration 67Q: 3 clusters Score -2123262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2123263.500000 Penalty: 3165.718994
	Iteration 68Q: 3 clusters Score -2123264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2123263.750000 Penalty: 3165.718994
	Iteration 69Q: 3 clusters Score -2123264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2123261.500000 Penalty: 3165.718994
	Iteration 70Q: 3 clusters Score -2123262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2123265.250000 Penalty: 3165.718994
	Iteration 71Q: 3 clusters Score -2123265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2123266.750000 Penalty: 3165.718994
	Iteration 72Q: 3 clusters Score -2123267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2123268.000000 Penalty: 3165.718994
	Iteration 73Q: 3 clusters Score -2123268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2123269.750000 Penalty: 3165.718994
	Iteration 74Q: 3 clusters Score -2123270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2123273.000000 Penalty: 3165.718994
	Iteration 75Q: 3 clusters Score -2123273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2123275.250000 Penalty: 3165.718994
	Iteration 76Q: 3 clusters Score -2123275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2123277.250000 Penalty: 3165.718994
	Iteration 77Q: 3 clusters Score -2123277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2123279.250000 Penalty: 3165.718994
	Iteration 78Q: 3 clusters Score -2123279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2123279.000000 Penalty: 3165.718994
	Iteration 79Q: 3 clusters Score -2123279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2123281.000000 Penalty: 3165.718994
	Iteration 80F: 3 clusters Score -2123281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2123283.750000 Penalty: 3165.718994
	Iteration 81Q: 3 clusters Score -2123284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2123283.500000 Penalty: 3165.718994
	Iteration 82Q: 3 clusters Score -2123284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2123285.750000 Penalty: 3165.718994
	Iteration 83Q: 3 clusters Score -2123286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2123287.250000 Penalty: 3165.718994
	Iteration 84Q: 3 clusters Score -2123287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2123287.750000 Penalty: 3165.718994
	Iteration 85Q: 3 clusters Score -2123288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2123285.500000 Penalty: 3165.718994
	Iteration 86Q: 3 clusters Score -2123286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2123285.500000 Penalty: 3165.718994
	Iteration 87F: 3 clusters Score -2123286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -29414.113281 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -29414.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28565.298828 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -28565.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28654.724609 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -28654.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28692.738281 Penalty: 1785.244995
	Iteration 2F: 3 clusters Score -28692.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28706.927734 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -28706.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28716.636719 Penalty: 1785.244995
	Iteration 4Q: 3 clusters Score -28716.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28718.638672 Penalty: 1785.244995
	Iteration 5Q: 3 clusters Score -28718.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28720.771484 Penalty: 1785.244995
	Iteration 6Q: 3 clusters Score -28720.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28723.767578 Penalty: 1785.244995
	Iteration 7Q: 3 clusters Score -28723.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28736.753906 Penalty: 1785.244995
	Iteration 8Q: 3 clusters Score -28736.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28742.935547 Penalty: 1785.244995
	Iteration 9Q: 3 clusters Score -28742.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28742.935547 Penalty: 1785.244995
	Iteration 10F: 3 clusters Score -28742.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -62642.003906 Penalty: 1038.141235
	Iteration 0F: 2 clusters Score -62642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61590.503906 Penalty: 2076.282471
	Iteration 0F: 3 clusters Score -61590.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61826.117188 Penalty: 2076.282471
	Iteration 1F: 3 clusters Score -61826.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61952.839844 Penalty: 2076.282471
	Iteration 2F: 3 clusters Score -61952.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62044.316406 Penalty: 2076.282471
	Iteration 3F: 3 clusters Score -62044.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62113.007812 Penalty: 2076.282471
	Iteration 4Q: 3 clusters Score -62113.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62180.468750 Penalty: 2076.282471
	Iteration 5Q: 3 clusters Score -62180.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62224.648438 Penalty: 2076.282471
	Iteration 6Q: 3 clusters Score -62224.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62268.253906 Penalty: 2076.282471
	Iteration 7Q: 3 clusters Score -62268.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62313.746094 Penalty: 2076.282471
	Iteration 8Q: 3 clusters Score -62313.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62367.484375 Penalty: 2076.282471
	Iteration 9Q: 3 clusters Score -62367.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62470.664062 Penalty: 2076.282471
	Iteration 10Q: 3 clusters Score -62470.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62598.171875 Penalty: 2076.282471
	Iteration 11Q: 3 clusters Score -62598.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62685.226562 Penalty: 2076.282471
	Iteration 12Q: 3 clusters Score -62685.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62703.472656 Penalty: 2076.282471
	Iteration 13Q: 3 clusters Score -62703.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62711.390625 Penalty: 2076.282471
	Iteration 14Q: 3 clusters Score -62711.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62717.445312 Penalty: 2076.282471
	Iteration 15Q: 3 clusters Score -62717.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62724.976562 Penalty: 2076.282471
	Iteration 16Q: 3 clusters Score -62724.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62727.382812 Penalty: 2076.282471
	Iteration 17F: 3 clusters Score -62727.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62739.792969 Penalty: 2076.282471
	Iteration 18Q: 3 clusters Score -62739.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62761.535156 Penalty: 2076.282471
	Iteration 19Q: 3 clusters Score -62761.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62795.585938 Penalty: 2076.282471
	Iteration 20F: 3 clusters Score -62795.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62806.101562 Penalty: 2076.282471
	Iteration 21Q: 3 clusters Score -62806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62821.136719 Penalty: 2076.282471
	Iteration 22Q: 3 clusters Score -62821.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62824.238281 Penalty: 2076.282471
	Iteration 23Q: 3 clusters Score -62824.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62824.238281 Penalty: 2076.282471
	Iteration 24F: 3 clusters Score -62824.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 40565 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 82831 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 33262 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 321 members 
Entering Unmasked Estep 
Score: -59771188.000000 Penalty: 50999.687500
Splitting cluster 16 changes total score from -59769968.000000 to -59771188.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (11581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Entering Unmasked Estep 
Score: -1446668.375000 Penalty: 1520.532227
	Iteration 0F: 2 clusters Score -1446668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1438475.375000 Penalty: 3041.064453
	Iteration 0F: 3 clusters Score -1438475 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1441359.125000 Penalty: 3041.064453
	Iteration 1F: 3 clusters Score -1441359 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1441893.125000 Penalty: 3041.064453
	Iteration 2F: 3 clusters Score -1441893 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1442594.625000 Penalty: 3041.064453
	Iteration 3F: 3 clusters Score -1442595 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1443447.250000 Penalty: 3041.064453
	Iteration 4F: 3 clusters Score -1443447 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1444242.625000 Penalty: 3041.064453
	Iteration 5F: 3 clusters Score -1444243 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1444978.125000 Penalty: 3041.064453
	Iteration 6F: 3 clusters Score -1444978 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1445516.125000 Penalty: 3041.064453
	Iteration 7F: 3 clusters Score -1445516 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1445902.875000 Penalty: 3041.064453
	Iteration 8Q: 3 clusters Score -1445903 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1446137.875000 Penalty: 3041.064453
	Iteration 9Q: 3 clusters Score -1446138 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1446294.750000 Penalty: 3041.064453
	Iteration 10Q: 3 clusters Score -1446295 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1446387.500000 Penalty: 3041.064453
	Iteration 11Q: 3 clusters Score -1446388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1446456.000000 Penalty: 3041.064453
	Iteration 12Q: 3 clusters Score -1446456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1446489.625000 Penalty: 3041.064453
	Iteration 13Q: 3 clusters Score -1446490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1446513.625000 Penalty: 3041.064453
	Iteration 14Q: 3 clusters Score -1446514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1446525.625000 Penalty: 3041.064453
	Iteration 15Q: 3 clusters Score -1446526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1446537.000000 Penalty: 3041.064453
	Iteration 16Q: 3 clusters Score -1446537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1446537.750000 Penalty: 3041.064453
	Iteration 17Q: 3 clusters Score -1446538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1446542.750000 Penalty: 3041.064453
	Iteration 18Q: 3 clusters Score -1446543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1446544.500000 Penalty: 3041.064453
	Iteration 19Q: 3 clusters Score -1446544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1446547.375000 Penalty: 3041.064453
	Iteration 20F: 3 clusters Score -1446547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1446548.500000 Penalty: 3041.064453
	Iteration 21Q: 3 clusters Score -1446548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1446548.875000 Penalty: 3041.064453
	Iteration 22Q: 3 clusters Score -1446549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1446550.000000 Penalty: 3041.064453
	Iteration 23Q: 3 clusters Score -1446550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1446553.250000 Penalty: 3041.064453
	Iteration 24Q: 3 clusters Score -1446553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1446551.375000 Penalty: 3041.064453
	Iteration 25Q: 3 clusters Score -1446551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1446552.500000 Penalty: 3041.064453
	Iteration 26Q: 3 clusters Score -1446552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1446555.875000 Penalty: 3041.064453
	Iteration 27Q: 3 clusters Score -1446556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1446553.625000 Penalty: 3041.064453
	Iteration 28Q: 3 clusters Score -1446554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1446556.000000 Penalty: 3041.064453
	Iteration 29Q: 3 clusters Score -1446556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1446559.000000 Penalty: 3041.064453
	Iteration 30Q: 3 clusters Score -1446559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1446559.000000 Penalty: 3041.064453
	Iteration 31Q: 3 clusters Score -1446559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1446560.000000 Penalty: 3041.064453
	Iteration 32Q: 3 clusters Score -1446560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1446557.750000 Penalty: 3041.064453
	Iteration 33Q: 3 clusters Score -1446558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1446558.875000 Penalty: 3041.064453
	Iteration 34Q: 3 clusters Score -1446559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1446558.125000 Penalty: 3041.064453
	Iteration 35Q: 3 clusters Score -1446558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1446560.500000 Penalty: 3041.064453
	Iteration 36Q: 3 clusters Score -1446560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1446561.625000 Penalty: 3041.064453
	Iteration 37Q: 3 clusters Score -1446562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1446561.000000 Penalty: 3041.064453
	Iteration 38Q: 3 clusters Score -1446561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1446563.500000 Penalty: 3041.064453
	Iteration 39Q: 3 clusters Score -1446564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1446562.625000 Penalty: 3041.064453
	Iteration 40F: 3 clusters Score -1446563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1446562.125000 Penalty: 3041.064453
	Iteration 41Q: 3 clusters Score -1446562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1446564.625000 Penalty: 3041.064453
	Iteration 42Q: 3 clusters Score -1446565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1446564.125000 Penalty: 3041.064453
	Iteration 43Q: 3 clusters Score -1446564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1446567.000000 Penalty: 3041.064453
	Iteration 44Q: 3 clusters Score -1446567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1446567.875000 Penalty: 3041.064453
	Iteration 45Q: 3 clusters Score -1446568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1446567.875000 Penalty: 3041.064453
	Iteration 46F: 3 clusters Score -1446568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1257175.125000 Penalty: 1495.931030
	Iteration 0F: 2 clusters Score -1257175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1250061.750000 Penalty: 2991.862061
	Iteration 0F: 3 clusters Score -1250062 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1252353.625000 Penalty: 2991.862061
	Iteration 1F: 3 clusters Score -1252354 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1252699.625000 Penalty: 2991.862061
	Iteration 2F: 3 clusters Score -1252700 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1253037.375000 Penalty: 2991.862061
	Iteration 3F: 3 clusters Score -1253037 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1253284.375000 Penalty: 2991.862061
	Iteration 4F: 3 clusters Score -1253284 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1253518.000000 Penalty: 2991.862061
	Iteration 5Q: 3 clusters Score -1253518 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1253737.500000 Penalty: 2991.862061
	Iteration 6Q: 3 clusters Score -1253738 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1253929.875000 Penalty: 2991.862061
	Iteration 7Q: 3 clusters Score -1253930 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1254133.250000 Penalty: 2991.862061
	Iteration 8Q: 3 clusters Score -1254133 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1254329.625000 Penalty: 2991.862061
	Iteration 9Q: 3 clusters Score -1254330 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1254526.750000 Penalty: 2991.862061
	Iteration 10Q: 3 clusters Score -1254527 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1254742.250000 Penalty: 2991.862061
	Iteration 11Q: 3 clusters Score -1254742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1254955.750000 Penalty: 2991.862061
	Iteration 12Q: 3 clusters Score -1254956 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1255146.250000 Penalty: 2991.862061
	Iteration 13Q: 3 clusters Score -1255146 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1255295.750000 Penalty: 2991.862061
	Iteration 14Q: 3 clusters Score -1255296 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1255412.875000 Penalty: 2991.862061
	Iteration 15Q: 3 clusters Score -1255413 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1255529.500000 Penalty: 2991.862061
	Iteration 16Q: 3 clusters Score -1255530 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1255642.250000 Penalty: 2991.862061
	Iteration 17Q: 3 clusters Score -1255642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1255735.375000 Penalty: 2991.862061
	Iteration 18Q: 3 clusters Score -1255735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1255800.375000 Penalty: 2991.862061
	Iteration 19Q: 3 clusters Score -1255800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1255859.250000 Penalty: 2991.862061
	Iteration 20F: 3 clusters Score -1255859 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1255929.125000 Penalty: 2991.862061
	Iteration 21Q: 3 clusters Score -1255929 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1255989.500000 Penalty: 2991.862061
	Iteration 22Q: 3 clusters Score -1255990 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1256030.500000 Penalty: 2991.862061
	Iteration 23Q: 3 clusters Score -1256030 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1256056.250000 Penalty: 2991.862061
	Iteration 24Q: 3 clusters Score -1256056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1256070.625000 Penalty: 2991.862061
	Iteration 25Q: 3 clusters Score -1256071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1256079.500000 Penalty: 2991.862061
	Iteration 26Q: 3 clusters Score -1256080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1256085.250000 Penalty: 2991.862061
	Iteration 27Q: 3 clusters Score -1256085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1256090.750000 Penalty: 2991.862061
	Iteration 28Q: 3 clusters Score -1256091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1256096.875000 Penalty: 2991.862061
	Iteration 29Q: 3 clusters Score -1256097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1256099.250000 Penalty: 2991.862061
	Iteration 30Q: 3 clusters Score -1256099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1256102.750000 Penalty: 2991.862061
	Iteration 31Q: 3 clusters Score -1256103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1256102.125000 Penalty: 2991.862061
	Iteration 32Q: 3 clusters Score -1256102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1256102.125000 Penalty: 2991.862061
	Iteration 33F: 3 clusters Score -1256102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Entering Unmasked Estep 
Score: -4074672.000000 Penalty: 1691.977661
	Iteration 0F: 2 clusters Score -4074672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4052226.500000 Penalty: 3383.955322
	Iteration 0F: 3 clusters Score -4052226 nChanged 15435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4061165.000000 Penalty: 3383.955322
	Iteration 1F: 3 clusters Score -4061165 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4061961.750000 Penalty: 3383.955322
	Iteration 2F: 3 clusters Score -4061962 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4063026.000000 Penalty: 3383.955322
	Iteration 3F: 3 clusters Score -4063026 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -4064388.750000 Penalty: 3383.955322
	Iteration 4F: 3 clusters Score -4064389 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -4065932.250000 Penalty: 3383.955322
	Iteration 5F: 3 clusters Score -4065932 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4067182.750000 Penalty: 3383.955322
	Iteration 6F: 3 clusters Score -4067183 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -4067994.000000 Penalty: 3383.955322
	Iteration 7F: 3 clusters Score -4067994 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4068549.250000 Penalty: 3383.955322
	Iteration 8Q: 3 clusters Score -4068549 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4068959.500000 Penalty: 3383.955322
	Iteration 9Q: 3 clusters Score -4068960 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4069314.250000 Penalty: 3383.955322
	Iteration 10Q: 3 clusters Score -4069314 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4069695.000000 Penalty: 3383.955322
	Iteration 11Q: 3 clusters Score -4069695 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -4070219.750000 Penalty: 3383.955322
	Iteration 12Q: 3 clusters Score -4070220 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4070821.500000 Penalty: 3383.955322
	Iteration 13Q: 3 clusters Score -4070822 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -4071475.000000 Penalty: 3383.955322
	Iteration 14Q: 3 clusters Score -4071475 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4072098.750000 Penalty: 3383.955322
	Iteration 15Q: 3 clusters Score -4072099 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -4072599.500000 Penalty: 3383.955322
	Iteration 16Q: 3 clusters Score -4072600 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -4073022.000000 Penalty: 3383.955322
	Iteration 17Q: 3 clusters Score -4073022 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -4073425.750000 Penalty: 3383.955322
	Iteration 18Q: 3 clusters Score -4073426 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4073772.750000 Penalty: 3383.955322
	Iteration 19Q: 3 clusters Score -4073773 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4074080.500000 Penalty: 3383.955322
	Iteration 20F: 3 clusters Score -4074080 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -4074351.500000 Penalty: 3383.955322
	Iteration 21Q: 3 clusters Score -4074352 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4074545.000000 Penalty: 3383.955322
	Iteration 22Q: 3 clusters Score -4074545 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -4074725.750000 Penalty: 3383.955322
	Iteration 23Q: 3 clusters Score -4074726 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4074857.500000 Penalty: 3383.955322
	Iteration 24Q: 3 clusters Score -4074858 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4074951.250000 Penalty: 3383.955322
	Iteration 25Q: 3 clusters Score -4074951 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4075023.250000 Penalty: 3383.955322
	Iteration 26Q: 3 clusters Score -4075023 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4075062.750000 Penalty: 3383.955322
	Iteration 27Q: 3 clusters Score -4075063 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4075107.750000 Penalty: 3383.955322
	Iteration 28Q: 3 clusters Score -4075108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4075114.250000 Penalty: 3383.955322
	Iteration 29Q: 3 clusters Score -4075114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4075128.250000 Penalty: 3383.955322
	Iteration 30Q: 3 clusters Score -4075128 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4075152.000000 Penalty: 3383.955322
	Iteration 31Q: 3 clusters Score -4075152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4075159.000000 Penalty: 3383.955322
	Iteration 32Q: 3 clusters Score -4075159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4075166.750000 Penalty: 3383.955322
	Iteration 33Q: 3 clusters Score -4075167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4075174.000000 Penalty: 3383.955322
	Iteration 34Q: 3 clusters Score -4075174 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4075188.500000 Penalty: 3383.955322
	Iteration 35Q: 3 clusters Score -4075188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4075192.000000 Penalty: 3383.955322
	Iteration 36Q: 3 clusters Score -4075192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4075199.000000 Penalty: 3383.955322
	Iteration 37Q: 3 clusters Score -4075199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4075208.000000 Penalty: 3383.955322
	Iteration 38Q: 3 clusters Score -4075208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4075212.500000 Penalty: 3383.955322
	Iteration 39Q: 3 clusters Score -4075212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4075204.250000 Penalty: 3383.955322
	Iteration 40F: 3 clusters Score -4075204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4075204.500000 Penalty: 3383.955322
	Iteration 41Q: 3 clusters Score -4075204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -4075212.750000 Penalty: 3383.955322
	Iteration 42Q: 3 clusters Score -4075213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4075208.750000 Penalty: 3383.955322
	Iteration 43Q: 3 clusters Score -4075209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -4075211.250000 Penalty: 3383.955322
	Iteration 44Q: 3 clusters Score -4075211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4075209.000000 Penalty: 3383.955322
	Iteration 45Q: 3 clusters Score -4075209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4075210.500000 Penalty: 3383.955322
	Iteration 46Q: 3 clusters Score -4075210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -4075217.000000 Penalty: 3383.955322
	Iteration 47Q: 3 clusters Score -4075217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4075211.750000 Penalty: 3383.955322
	Iteration 48Q: 3 clusters Score -4075212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4075208.750000 Penalty: 3383.955322
	Iteration 49Q: 3 clusters Score -4075209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -4075213.000000 Penalty: 3383.955322
	Iteration 50Q: 3 clusters Score -4075213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4075209.750000 Penalty: 3383.955322
	Iteration 51Q: 3 clusters Score -4075210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4075208.500000 Penalty: 3383.955322
	Iteration 52Q: 3 clusters Score -4075208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4075207.000000 Penalty: 3383.955322
	Iteration 53Q: 3 clusters Score -4075207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -4075210.250000 Penalty: 3383.955322
	Iteration 54Q: 3 clusters Score -4075210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4075210.000000 Penalty: 3383.955322
	Iteration 55Q: 3 clusters Score -4075210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4075210.000000 Penalty: 3383.955322
	Iteration 56F: 3 clusters Score -4075210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 40565 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 82831 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 29090 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18757 members 
Mstep: Class 23 contains 509 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 4172 members 
Entering Unmasked Estep 
Score: -59771216.000000 Penalty: 53124.675781
Splitting cluster 19 changes total score from -59769968.000000 to -59771216.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (112979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112979 members 
Entering Unmasked Estep 
Score: -14513727.000000 Penalty: 1890.680542
	Iteration 0F: 2 clusters Score -1.451373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56720 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -14442925.000000 Penalty: 3781.361084
	Iteration 0F: 3 clusters Score -1.444292e+07 nChanged 54254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -14475837.000000 Penalty: 3781.361084
	Iteration 1F: 3 clusters Score -1.447584e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61793 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -14478246.000000 Penalty: 3781.361084
	Iteration 2Q: 3 clusters Score -1.447825e+07 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64554 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -14482187.000000 Penalty: 3781.361084
	Iteration 3F: 3 clusters Score -1.448219e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -14487435.000000 Penalty: 3781.361084
	Iteration 4F: 3 clusters Score -1.448744e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -14493343.000000 Penalty: 3781.361084
	Iteration 5F: 3 clusters Score -1.449334e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -14498774.000000 Penalty: 3781.361084
	Iteration 6F: 3 clusters Score -1.449877e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -14502303.000000 Penalty: 3781.361084
	Iteration 7F: 3 clusters Score -1.45023e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -14503880.000000 Penalty: 3781.361084
	Iteration 8Q: 3 clusters Score -1.450388e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -14504584.000000 Penalty: 3781.361084
	Iteration 9Q: 3 clusters Score -1.450458e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -14505142.000000 Penalty: 3781.361084
	Iteration 10Q: 3 clusters Score -1.450514e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -14505570.000000 Penalty: 3781.361084
	Iteration 11Q: 3 clusters Score -1.450557e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79313 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -14506161.000000 Penalty: 3781.361084
	Iteration 12Q: 3 clusters Score -1.450616e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -14506994.000000 Penalty: 3781.361084
	Iteration 13Q: 3 clusters Score -1.450699e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -14507838.000000 Penalty: 3781.361084
	Iteration 14Q: 3 clusters Score -1.450784e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83390 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -14508754.000000 Penalty: 3781.361084
	Iteration 15Q: 3 clusters Score -1.450875e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -14509765.000000 Penalty: 3781.361084
	Iteration 16Q: 3 clusters Score -1.450976e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -14510737.000000 Penalty: 3781.361084
	Iteration 17Q: 3 clusters Score -1.451074e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -14511568.000000 Penalty: 3781.361084
	Iteration 18Q: 3 clusters Score -1.451157e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -14512191.000000 Penalty: 3781.361084
	Iteration 19Q: 3 clusters Score -1.451219e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88874 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -14512588.000000 Penalty: 3781.361084
	Iteration 20F: 3 clusters Score -1.451259e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -14512876.000000 Penalty: 3781.361084
	Iteration 21Q: 3 clusters Score -1.451288e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -14513074.000000 Penalty: 3781.361084
	Iteration 22Q: 3 clusters Score -1.451307e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -14513187.000000 Penalty: 3781.361084
	Iteration 23Q: 3 clusters Score -1.451319e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -14513218.000000 Penalty: 3781.361084
	Iteration 24Q: 3 clusters Score -1.451322e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -14513319.000000 Penalty: 3781.361084
	Iteration 25Q: 3 clusters Score -1.451332e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92111 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -14513384.000000 Penalty: 3781.361084
	Iteration 26Q: 3 clusters Score -1.451338e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92540 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -14513438.000000 Penalty: 3781.361084
	Iteration 27Q: 3 clusters Score -1.451344e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -14513462.000000 Penalty: 3781.361084
	Iteration 28Q: 3 clusters Score -1.451346e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -14513482.000000 Penalty: 3781.361084
	Iteration 29Q: 3 clusters Score -1.451348e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -14513485.000000 Penalty: 3781.361084
	Iteration 30Q: 3 clusters Score -1.451348e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -14513514.000000 Penalty: 3781.361084
	Iteration 31Q: 3 clusters Score -1.451351e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -14513534.000000 Penalty: 3781.361084
	Iteration 32Q: 3 clusters Score -1.451353e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -14513544.000000 Penalty: 3781.361084
	Iteration 33Q: 3 clusters Score -1.451354e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -14513543.000000 Penalty: 3781.361084
	Iteration 34Q: 3 clusters Score -1.451354e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -14513544.000000 Penalty: 3781.361084
	Iteration 35Q: 3 clusters Score -1.451354e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -14513495.000000 Penalty: 3781.361084
	Iteration 36Q: 3 clusters Score -1.45135e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95265 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -14513482.000000 Penalty: 3781.361084
	Iteration 37Q: 3 clusters Score -1.451348e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -14513484.000000 Penalty: 3781.361084
	Iteration 38Q: 3 clusters Score -1.451348e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -14513489.000000 Penalty: 3781.361084
	Iteration 39Q: 3 clusters Score -1.451349e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -14513518.000000 Penalty: 3781.361084
	Iteration 40F: 3 clusters Score -1.451352e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96014 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -14513514.000000 Penalty: 3781.361084
	Iteration 41Q: 3 clusters Score -1.451351e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -14513557.000000 Penalty: 3781.361084
	Iteration 42Q: 3 clusters Score -1.451356e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -14513567.000000 Penalty: 3781.361084
	Iteration 43Q: 3 clusters Score -1.451357e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -14513516.000000 Penalty: 3781.361084
	Iteration 44Q: 3 clusters Score -1.451352e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96611 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -14513515.000000 Penalty: 3781.361084
	Iteration 45Q: 3 clusters Score -1.451352e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -14513504.000000 Penalty: 3781.361084
	Iteration 46Q: 3 clusters Score -1.45135e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -14513495.000000 Penalty: 3781.361084
	Iteration 47Q: 3 clusters Score -1.45135e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -14513501.000000 Penalty: 3781.361084
	Iteration 48Q: 3 clusters Score -1.45135e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -14513465.000000 Penalty: 3781.361084
	Iteration 49Q: 3 clusters Score -1.451346e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -14513497.000000 Penalty: 3781.361084
	Iteration 50Q: 3 clusters Score -1.45135e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97406 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -14513479.000000 Penalty: 3781.361084
	Iteration 51Q: 3 clusters Score -1.451348e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97530 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -14513473.000000 Penalty: 3781.361084
	Iteration 52Q: 3 clusters Score -1.451347e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -14513450.000000 Penalty: 3781.361084
	Iteration 53Q: 3 clusters Score -1.451345e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -14513487.000000 Penalty: 3781.361084
	Iteration 54Q: 3 clusters Score -1.451349e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97909 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -14513431.000000 Penalty: 3781.361084
	Iteration 55Q: 3 clusters Score -1.451343e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -14513449.000000 Penalty: 3781.361084
	Iteration 56Q: 3 clusters Score -1.451345e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98204 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -14513439.000000 Penalty: 3781.361084
	Iteration 57Q: 3 clusters Score -1.451344e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98339 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -14513441.000000 Penalty: 3781.361084
	Iteration 58Q: 3 clusters Score -1.451344e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -14513423.000000 Penalty: 3781.361084
	Iteration 59Q: 3 clusters Score -1.451342e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98551 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -14513403.000000 Penalty: 3781.361084
	Iteration 60F: 3 clusters Score -1.45134e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -14513402.000000 Penalty: 3781.361084
	Iteration 61Q: 3 clusters Score -1.45134e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -14513392.000000 Penalty: 3781.361084
	Iteration 62Q: 3 clusters Score -1.451339e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98840 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -14513368.000000 Penalty: 3781.361084
	Iteration 63Q: 3 clusters Score -1.451337e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98927 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -14513381.000000 Penalty: 3781.361084
	Iteration 64Q: 3 clusters Score -1.451338e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -14513364.000000 Penalty: 3781.361084
	Iteration 65Q: 3 clusters Score -1.451336e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -14513369.000000 Penalty: 3781.361084
	Iteration 66Q: 3 clusters Score -1.451337e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99172 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -14513353.000000 Penalty: 3781.361084
	Iteration 67Q: 3 clusters Score -1.451335e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99251 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -14513359.000000 Penalty: 3781.361084
	Iteration 68Q: 3 clusters Score -1.451336e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99338 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -14513361.000000 Penalty: 3781.361084
	Iteration 69Q: 3 clusters Score -1.451336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -14513348.000000 Penalty: 3781.361084
	Iteration 70Q: 3 clusters Score -1.451335e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -14513340.000000 Penalty: 3781.361084
	Iteration 71Q: 3 clusters Score -1.451334e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99591 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -14513341.000000 Penalty: 3781.361084
	Iteration 72Q: 3 clusters Score -1.451334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -14513331.000000 Penalty: 3781.361084
	Iteration 73Q: 3 clusters Score -1.451333e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -14513329.000000 Penalty: 3781.361084
	Iteration 74Q: 3 clusters Score -1.451333e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -14513319.000000 Penalty: 3781.361084
	Iteration 75Q: 3 clusters Score -1.451332e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -14513302.000000 Penalty: 3781.361084
	Iteration 76Q: 3 clusters Score -1.45133e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -14513305.000000 Penalty: 3781.361084
	Iteration 77Q: 3 clusters Score -1.45133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -14513313.000000 Penalty: 3781.361084
	Iteration 78Q: 3 clusters Score -1.451331e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -14513304.000000 Penalty: 3781.361084
	Iteration 79Q: 3 clusters Score -1.45133e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100047 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -14513318.000000 Penalty: 3781.361084
	Iteration 80F: 3 clusters Score -1.451332e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -14513313.000000 Penalty: 3781.361084
	Iteration 81Q: 3 clusters Score -1.451331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -14513321.000000 Penalty: 3781.361084
	Iteration 82Q: 3 clusters Score -1.451332e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -14513309.000000 Penalty: 3781.361084
	Iteration 83Q: 3 clusters Score -1.451331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100185 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -14513304.000000 Penalty: 3781.361084
	Iteration 84Q: 3 clusters Score -1.45133e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100216 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -14513307.000000 Penalty: 3781.361084
	Iteration 85Q: 3 clusters Score -1.451331e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100244 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -14513296.000000 Penalty: 3781.361084
	Iteration 86Q: 3 clusters Score -1.45133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100267 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -14513281.000000 Penalty: 3781.361084
	Iteration 87Q: 3 clusters Score -1.451328e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -14513291.000000 Penalty: 3781.361084
	Iteration 88Q: 3 clusters Score -1.451329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100317 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -14513276.000000 Penalty: 3781.361084
	Iteration 89Q: 3 clusters Score -1.451328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100351 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -14513283.000000 Penalty: 3781.361084
	Iteration 90Q: 3 clusters Score -1.451328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100390 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -14513265.000000 Penalty: 3781.361084
	Iteration 91Q: 3 clusters Score -1.451326e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -14513255.000000 Penalty: 3781.361084
	Iteration 92Q: 3 clusters Score -1.451326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -14513259.000000 Penalty: 3781.361084
	Iteration 93Q: 3 clusters Score -1.451326e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100494 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -14513270.000000 Penalty: 3781.361084
	Iteration 94Q: 3 clusters Score -1.451327e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -14513281.000000 Penalty: 3781.361084
	Iteration 95Q: 3 clusters Score -1.451328e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -14513295.000000 Penalty: 3781.361084
	Iteration 96Q: 3 clusters Score -1.45133e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100622 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -14513289.000000 Penalty: 3781.361084
	Iteration 97Q: 3 clusters Score -1.451329e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100679 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -14513287.000000 Penalty: 3781.361084
	Iteration 98Q: 3 clusters Score -1.451329e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -14513292.000000 Penalty: 3781.361084
	Iteration 99Q: 3 clusters Score -1.451329e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100801 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -14513292.000000 Penalty: 3781.361084
	Iteration 100F: 3 clusters Score -1.451329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -14513294.000000 Penalty: 3781.361084
	Iteration 101Q: 3 clusters Score -1.451329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -14513280.000000 Penalty: 3781.361084
	Iteration 102Q: 3 clusters Score -1.451328e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -14513255.000000 Penalty: 3781.361084
	Iteration 103Q: 3 clusters Score -1.451326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -14513235.000000 Penalty: 3781.361084
	Iteration 104Q: 3 clusters Score -1.451324e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -14513248.000000 Penalty: 3781.361084
	Iteration 105Q: 3 clusters Score -1.451325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -14513247.000000 Penalty: 3781.361084
	Iteration 106Q: 3 clusters Score -1.451325e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101159 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -14513263.000000 Penalty: 3781.361084
	Iteration 107Q: 3 clusters Score -1.451326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101217 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -14513267.000000 Penalty: 3781.361084
	Iteration 108Q: 3 clusters Score -1.451327e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101280 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -14513269.000000 Penalty: 3781.361084
	Iteration 109Q: 3 clusters Score -1.451327e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -14513255.000000 Penalty: 3781.361084
	Iteration 110Q: 3 clusters Score -1.451326e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -14513225.000000 Penalty: 3781.361084
	Iteration 111Q: 3 clusters Score -1.451322e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101438 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -14513230.000000 Penalty: 3781.361084
	Iteration 112Q: 3 clusters Score -1.451323e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -14513222.000000 Penalty: 3781.361084
	Iteration 113Q: 3 clusters Score -1.451322e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -14513209.000000 Penalty: 3781.361084
	Iteration 114Q: 3 clusters Score -1.451321e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101658 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -14513189.000000 Penalty: 3781.361084
	Iteration 115Q: 3 clusters Score -1.451319e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -14513179.000000 Penalty: 3781.361084
	Iteration 116Q: 3 clusters Score -1.451318e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -14513140.000000 Penalty: 3781.361084
	Iteration 117Q: 3 clusters Score -1.451314e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101925 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -14513136.000000 Penalty: 3781.361084
	Iteration 118Q: 3 clusters Score -1.451314e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -14513106.000000 Penalty: 3781.361084
	Iteration 119Q: 3 clusters Score -1.451311e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102135 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -14513075.000000 Penalty: 3781.361084
	Iteration 120F: 3 clusters Score -1.451308e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -14513082.000000 Penalty: 3781.361084
	Iteration 121Q: 3 clusters Score -1.451308e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -14513060.000000 Penalty: 3781.361084
	Iteration 122Q: 3 clusters Score -1.451306e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -14513043.000000 Penalty: 3781.361084
	Iteration 123Q: 3 clusters Score -1.451304e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -14513033.000000 Penalty: 3781.361084
	Iteration 124Q: 3 clusters Score -1.451303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -14512985.000000 Penalty: 3781.361084
	Iteration 125Q: 3 clusters Score -1.451298e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102743 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -14512994.000000 Penalty: 3781.361084
	Iteration 126Q: 3 clusters Score -1.451299e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -14512961.000000 Penalty: 3781.361084
	Iteration 127Q: 3 clusters Score -1.451296e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102932 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -14512963.000000 Penalty: 3781.361084
	Iteration 128Q: 3 clusters Score -1.451296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103029 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -14512937.000000 Penalty: 3781.361084
	Iteration 129Q: 3 clusters Score -1.451294e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103139 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -14512921.000000 Penalty: 3781.361084
	Iteration 130Q: 3 clusters Score -1.451292e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103259 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -14512880.000000 Penalty: 3781.361084
	Iteration 131Q: 3 clusters Score -1.451288e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -14512896.000000 Penalty: 3781.361084
	Iteration 132Q: 3 clusters Score -1.45129e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103466 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -14512890.000000 Penalty: 3781.361084
	Iteration 133Q: 3 clusters Score -1.451289e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103576 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -14512867.000000 Penalty: 3781.361084
	Iteration 134Q: 3 clusters Score -1.451287e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103687 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -14512826.000000 Penalty: 3781.361084
	Iteration 135Q: 3 clusters Score -1.451283e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -14512797.000000 Penalty: 3781.361084
	Iteration 136Q: 3 clusters Score -1.45128e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -14512767.000000 Penalty: 3781.361084
	Iteration 137Q: 3 clusters Score -1.451277e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104063 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -14512761.000000 Penalty: 3781.361084
	Iteration 138Q: 3 clusters Score -1.451276e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -14512737.000000 Penalty: 3781.361084
	Iteration 139Q: 3 clusters Score -1.451274e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104321 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -14512709.000000 Penalty: 3781.361084
	Iteration 140F: 3 clusters Score -1.451271e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -14512678.000000 Penalty: 3781.361084
	Iteration 141Q: 3 clusters Score -1.451268e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104578 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -14512657.000000 Penalty: 3781.361084
	Iteration 142Q: 3 clusters Score -1.451266e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -14512601.000000 Penalty: 3781.361084
	Iteration 143Q: 3 clusters Score -1.45126e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104839 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -14512581.000000 Penalty: 3781.361084
	Iteration 144Q: 3 clusters Score -1.451258e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -14512562.000000 Penalty: 3781.361084
	Iteration 145Q: 3 clusters Score -1.451256e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105091 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -14512572.000000 Penalty: 3781.361084
	Iteration 146Q: 3 clusters Score -1.451257e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -14512563.000000 Penalty: 3781.361084
	Iteration 147Q: 3 clusters Score -1.451256e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105384 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -14512547.000000 Penalty: 3781.361084
	Iteration 148Q: 3 clusters Score -1.451255e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -14512538.000000 Penalty: 3781.361084
	Iteration 149Q: 3 clusters Score -1.451254e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -14512500.000000 Penalty: 3781.361084
	Iteration 150Q: 3 clusters Score -1.45125e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -14512473.000000 Penalty: 3781.361084
	Iteration 151Q: 3 clusters Score -1.451247e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105959 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -14512479.000000 Penalty: 3781.361084
	Iteration 152Q: 3 clusters Score -1.451248e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -14512471.000000 Penalty: 3781.361084
	Iteration 153Q: 3 clusters Score -1.451247e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -14512488.000000 Penalty: 3781.361084
	Iteration 154Q: 3 clusters Score -1.451249e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -14512456.000000 Penalty: 3781.361084
	Iteration 155Q: 3 clusters Score -1.451246e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -14512384.000000 Penalty: 3781.361084
	Iteration 156Q: 3 clusters Score -1.451238e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -14512366.000000 Penalty: 3781.361084
	Iteration 157Q: 3 clusters Score -1.451237e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -14512385.000000 Penalty: 3781.361084
	Iteration 158Q: 3 clusters Score -1.451238e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107181 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -14512339.000000 Penalty: 3781.361084
	Iteration 159Q: 3 clusters Score -1.451234e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -14512288.000000 Penalty: 3781.361084
	Iteration 160F: 3 clusters Score -1.451229e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107511 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -14512222.000000 Penalty: 3781.361084
	Iteration 161Q: 3 clusters Score -1.451222e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -14512168.000000 Penalty: 3781.361084
	Iteration 162Q: 3 clusters Score -1.451217e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -14512141.000000 Penalty: 3781.361084
	Iteration 163Q: 3 clusters Score -1.451214e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108022 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -14512127.000000 Penalty: 3781.361084
	Iteration 164Q: 3 clusters Score -1.451213e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -14512096.000000 Penalty: 3781.361084
	Iteration 165Q: 3 clusters Score -1.45121e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -14512054.000000 Penalty: 3781.361084
	Iteration 166Q: 3 clusters Score -1.451205e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -14512055.000000 Penalty: 3781.361084
	Iteration 167Q: 3 clusters Score -1.451206e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108697 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -14512085.000000 Penalty: 3781.361084
	Iteration 168Q: 3 clusters Score -1.451208e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -14512057.000000 Penalty: 3781.361084
	Iteration 169Q: 3 clusters Score -1.451206e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109060 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -14512042.000000 Penalty: 3781.361084
	Iteration 170Q: 3 clusters Score -1.451204e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -14512020.000000 Penalty: 3781.361084
	Iteration 171Q: 3 clusters Score -1.451202e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -14512020.000000 Penalty: 3781.361084
	Iteration 172Q: 3 clusters Score -1.451202e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -14512008.000000 Penalty: 3781.361084
	Iteration 173Q: 3 clusters Score -1.451201e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109679 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -14512008.000000 Penalty: 3781.361084
	Iteration 174Q: 3 clusters Score -1.451201e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109805 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -14512032.000000 Penalty: 3781.361084
	Iteration 175Q: 3 clusters Score -1.451203e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -14512035.000000 Penalty: 3781.361084
	Iteration 176Q: 3 clusters Score -1.451204e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -14512046.000000 Penalty: 3781.361084
	Iteration 177Q: 3 clusters Score -1.451205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110201 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -14512035.000000 Penalty: 3781.361084
	Iteration 178Q: 3 clusters Score -1.451204e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -14512088.000000 Penalty: 3781.361084
	Iteration 179Q: 3 clusters Score -1.451209e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110435 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -14512089.000000 Penalty: 3781.361084
	Iteration 180F: 3 clusters Score -1.451209e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110538 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -14512095.000000 Penalty: 3781.361084
	Iteration 181Q: 3 clusters Score -1.45121e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110631 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -14512094.000000 Penalty: 3781.361084
	Iteration 182Q: 3 clusters Score -1.451209e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14512129.000000 Penalty: 3781.361084
	Iteration 183Q: 3 clusters Score -1.451213e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110825 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -14512146.000000 Penalty: 3781.361084
	Iteration 184Q: 3 clusters Score -1.451215e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110938 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -14512167.000000 Penalty: 3781.361084
	Iteration 185Q: 3 clusters Score -1.451217e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111043 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -14512170.000000 Penalty: 3781.361084
	Iteration 186Q: 3 clusters Score -1.451217e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14512171.000000 Penalty: 3781.361084
	Iteration 187Q: 3 clusters Score -1.451217e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111209 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -14512183.000000 Penalty: 3781.361084
	Iteration 188Q: 3 clusters Score -1.451218e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -14512196.000000 Penalty: 3781.361084
	Iteration 189Q: 3 clusters Score -1.45122e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -14512202.000000 Penalty: 3781.361084
	Iteration 190Q: 3 clusters Score -1.45122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111410 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14512221.000000 Penalty: 3781.361084
	Iteration 191Q: 3 clusters Score -1.451222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14512210.000000 Penalty: 3781.361084
	Iteration 192Q: 3 clusters Score -1.451221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14512223.000000 Penalty: 3781.361084
	Iteration 193Q: 3 clusters Score -1.451222e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -14512237.000000 Penalty: 3781.361084
	Iteration 194Q: 3 clusters Score -1.451224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -14512256.000000 Penalty: 3781.361084
	Iteration 195Q: 3 clusters Score -1.451226e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -14512269.000000 Penalty: 3781.361084
	Iteration 196Q: 3 clusters Score -1.451227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111677 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14512276.000000 Penalty: 3781.361084
	Iteration 197Q: 3 clusters Score -1.451228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111710 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14512286.000000 Penalty: 3781.361084
	Iteration 198Q: 3 clusters Score -1.451229e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -14512285.000000 Penalty: 3781.361084
	Iteration 199Q: 3 clusters Score -1.451228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -14512297.000000 Penalty: 3781.361084
	Iteration 200F: 3 clusters Score -1.45123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14512288.000000 Penalty: 3781.361084
	Iteration 201Q: 3 clusters Score -1.451229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111789 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -14512306.000000 Penalty: 3781.361084
	Iteration 202Q: 3 clusters Score -1.451231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -14512306.000000 Penalty: 3781.361084
	Iteration 203Q: 3 clusters Score -1.451231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111804 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -14512315.000000 Penalty: 3781.361084
	Iteration 204Q: 3 clusters Score -1.451232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111818 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -14512303.000000 Penalty: 3781.361084
	Iteration 205Q: 3 clusters Score -1.45123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111834 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14512320.000000 Penalty: 3781.361084
	Iteration 206Q: 3 clusters Score -1.451232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111849 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14512313.000000 Penalty: 3781.361084
	Iteration 207Q: 3 clusters Score -1.451231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -14512329.000000 Penalty: 3781.361084
	Iteration 208Q: 3 clusters Score -1.451233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111864 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -14512329.000000 Penalty: 3781.361084
	Iteration 209Q: 3 clusters Score -1.451233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14512318.000000 Penalty: 3781.361084
	Iteration 210Q: 3 clusters Score -1.451232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111887 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14512331.000000 Penalty: 3781.361084
	Iteration 211Q: 3 clusters Score -1.451233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14512316.000000 Penalty: 3781.361084
	Iteration 212Q: 3 clusters Score -1.451232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -14512312.000000 Penalty: 3781.361084
	Iteration 213Q: 3 clusters Score -1.451231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14512313.000000 Penalty: 3781.361084
	Iteration 214Q: 3 clusters Score -1.451231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -14512302.000000 Penalty: 3781.361084
	Iteration 215Q: 3 clusters Score -1.45123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14512299.000000 Penalty: 3781.361084
	Iteration 216Q: 3 clusters Score -1.45123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111944 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14512309.000000 Penalty: 3781.361084
	Iteration 217Q: 3 clusters Score -1.451231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111957 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -14512302.000000 Penalty: 3781.361084
	Iteration 218Q: 3 clusters Score -1.45123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111971 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14512317.000000 Penalty: 3781.361084
	Iteration 219Q: 3 clusters Score -1.451232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111977 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -14512321.000000 Penalty: 3781.361084
	Iteration 220F: 3 clusters Score -1.451232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14512322.000000 Penalty: 3781.361084
	Iteration 221Q: 3 clusters Score -1.451232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111997 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14512315.000000 Penalty: 3781.361084
	Iteration 222Q: 3 clusters Score -1.451232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14512311.000000 Penalty: 3781.361084
	Iteration 223Q: 3 clusters Score -1.451231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112007 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -14512316.000000 Penalty: 3781.361084
	Iteration 224Q: 3 clusters Score -1.451232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112015 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14512333.000000 Penalty: 3781.361084
	Iteration 225Q: 3 clusters Score -1.451233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112023 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -14512328.000000 Penalty: 3781.361084
	Iteration 226Q: 3 clusters Score -1.451233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112025 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14512322.000000 Penalty: 3781.361084
	Iteration 227Q: 3 clusters Score -1.451232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14512329.000000 Penalty: 3781.361084
	Iteration 228Q: 3 clusters Score -1.451233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14512329.000000 Penalty: 3781.361084
	Iteration 229F: 3 clusters Score -1.451233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Entering Unmasked Estep 
Score: -628471.812500 Penalty: 1391.476318
	Iteration 0F: 2 clusters Score -628471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -624365.000000 Penalty: 2782.952637
	Iteration 0F: 3 clusters Score -624365 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -625586.750000 Penalty: 2782.952637
	Iteration 1F: 3 clusters Score -625586.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -625910.000000 Penalty: 2782.952637
	Iteration 2F: 3 clusters Score -625910 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -626212.312500 Penalty: 2782.952637
	Iteration 3F: 3 clusters Score -626212.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -626454.500000 Penalty: 2782.952637
	Iteration 4F: 3 clusters Score -626454.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -626700.250000 Penalty: 2782.952637
	Iteration 5F: 3 clusters Score -626700.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -626899.312500 Penalty: 2782.952637
	Iteration 6F: 3 clusters Score -626899.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -627048.000000 Penalty: 2782.952637
	Iteration 7Q: 3 clusters Score -627048 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -627171.250000 Penalty: 2782.952637
	Iteration 8Q: 3 clusters Score -627171.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -627284.062500 Penalty: 2782.952637
	Iteration 9Q: 3 clusters Score -627284.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -627377.375000 Penalty: 2782.952637
	Iteration 10Q: 3 clusters Score -627377.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -627446.875000 Penalty: 2782.952637
	Iteration 11Q: 3 clusters Score -627446.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -627496.000000 Penalty: 2782.952637
	Iteration 12Q: 3 clusters Score -627496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -627531.312500 Penalty: 2782.952637
	Iteration 13Q: 3 clusters Score -627531.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -627558.437500 Penalty: 2782.952637
	Iteration 14Q: 3 clusters Score -627558.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -627578.125000 Penalty: 2782.952637
	Iteration 15Q: 3 clusters Score -627578.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -627590.937500 Penalty: 2782.952637
	Iteration 16Q: 3 clusters Score -627590.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -627600.812500 Penalty: 2782.952637
	Iteration 17Q: 3 clusters Score -627600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -627607.687500 Penalty: 2782.952637
	Iteration 18Q: 3 clusters Score -627607.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -627617.250000 Penalty: 2782.952637
	Iteration 19Q: 3 clusters Score -627617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -627623.562500 Penalty: 2782.952637
	Iteration 20F: 3 clusters Score -627623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -627630.812500 Penalty: 2782.952637
	Iteration 21Q: 3 clusters Score -627630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -627636.812500 Penalty: 2782.952637
	Iteration 22Q: 3 clusters Score -627636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -627642.437500 Penalty: 2782.952637
	Iteration 23Q: 3 clusters Score -627642.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -627647.437500 Penalty: 2782.952637
	Iteration 24Q: 3 clusters Score -627647.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -627651.062500 Penalty: 2782.952637
	Iteration 25Q: 3 clusters Score -627651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -627654.062500 Penalty: 2782.952637
	Iteration 26Q: 3 clusters Score -627654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -627655.437500 Penalty: 2782.952637
	Iteration 27Q: 3 clusters Score -627655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -627657.875000 Penalty: 2782.952637
	Iteration 28Q: 3 clusters Score -627657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -627659.500000 Penalty: 2782.952637
	Iteration 29Q: 3 clusters Score -627659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -627662.500000 Penalty: 2782.952637
	Iteration 30Q: 3 clusters Score -627662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -627664.875000 Penalty: 2782.952637
	Iteration 31Q: 3 clusters Score -627664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -627666.500000 Penalty: 2782.952637
	Iteration 32Q: 3 clusters Score -627666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -627666.937500 Penalty: 2782.952637
	Iteration 33Q: 3 clusters Score -627666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -627669.500000 Penalty: 2782.952637
	Iteration 34Q: 3 clusters Score -627669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -627672.187500 Penalty: 2782.952637
	Iteration 35Q: 3 clusters Score -627672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -627672.000000 Penalty: 2782.952637
	Iteration 36Q: 3 clusters Score -627672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -627673.375000 Penalty: 2782.952637
	Iteration 37Q: 3 clusters Score -627673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -627674.562500 Penalty: 2782.952637
	Iteration 38Q: 3 clusters Score -627674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -627674.562500 Penalty: 2782.952637
	Iteration 39F: 3 clusters Score -627674.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Entering Unmasked Estep 
Score: -2436009.000000 Penalty: 1598.889893
	Iteration 0F: 2 clusters Score -2436009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2423127.750000 Penalty: 3197.779785
	Iteration 0F: 3 clusters Score -2423128 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2427831.250000 Penalty: 3197.779785
	Iteration 1F: 3 clusters Score -2427831 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2428126.750000 Penalty: 3197.779785
	Iteration 2Q: 3 clusters Score -2428127 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2428412.500000 Penalty: 3197.779785
	Iteration 3Q: 3 clusters Score -2428412 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2428711.500000 Penalty: 3197.779785
	Iteration 4Q: 3 clusters Score -2428712 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2429125.750000 Penalty: 3197.779785
	Iteration 5Q: 3 clusters Score -2429126 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2429689.250000 Penalty: 3197.779785
	Iteration 6F: 3 clusters Score -2429689 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2430464.500000 Penalty: 3197.779785
	Iteration 7F: 3 clusters Score -2430464 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2431390.750000 Penalty: 3197.779785
	Iteration 8F: 3 clusters Score -2431391 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2432351.250000 Penalty: 3197.779785
	Iteration 9F: 3 clusters Score -2432351 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2433216.250000 Penalty: 3197.779785
	Iteration 10F: 3 clusters Score -2433216 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2433866.500000 Penalty: 3197.779785
	Iteration 11Q: 3 clusters Score -2433866 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2434205.250000 Penalty: 3197.779785
	Iteration 12Q: 3 clusters Score -2434205 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2434361.000000 Penalty: 3197.779785
	Iteration 13Q: 3 clusters Score -2434361 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2434460.000000 Penalty: 3197.779785
	Iteration 14Q: 3 clusters Score -2434460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2434514.750000 Penalty: 3197.779785
	Iteration 15Q: 3 clusters Score -2434515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2434549.000000 Penalty: 3197.779785
	Iteration 16Q: 3 clusters Score -2434549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2434566.250000 Penalty: 3197.779785
	Iteration 17Q: 3 clusters Score -2434566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2434580.000000 Penalty: 3197.779785
	Iteration 18Q: 3 clusters Score -2434580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2434590.500000 Penalty: 3197.779785
	Iteration 19Q: 3 clusters Score -2434590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2434593.250000 Penalty: 3197.779785
	Iteration 20F: 3 clusters Score -2434593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2434596.750000 Penalty: 3197.779785
	Iteration 21Q: 3 clusters Score -2434597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2434594.500000 Penalty: 3197.779785
	Iteration 22Q: 3 clusters Score -2434594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2434597.500000 Penalty: 3197.779785
	Iteration 23Q: 3 clusters Score -2434598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2434599.250000 Penalty: 3197.779785
	Iteration 24Q: 3 clusters Score -2434599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2434601.500000 Penalty: 3197.779785
	Iteration 25Q: 3 clusters Score -2434602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2434603.750000 Penalty: 3197.779785
	Iteration 26Q: 3 clusters Score -2434604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2434603.750000 Penalty: 3197.779785
	Iteration 27F: 3 clusters Score -2434604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 65081 members 
Mstep: Class 7 contains 40565 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 82831 members 
Mstep: Class 11 contains 18893 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 16995 members 
Mstep: Class 15 contains 243 members 
Mstep: Class 16 contains 274 members 
Mstep: Class 17 contains 11581 members 
Mstep: Class 18 contains 9954 members 
Mstep: Class 19 contains 29090 members 
Mstep: Class 20 contains 112979 members 
Mstep: Class 21 contains 5234 members 
Mstep: Class 22 contains 18757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772672.000000 Penalty: 53124.675781
Iteration 39Q: 26 clusters Score -5.977267e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7190 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 6728 members 
Mstep: Class 6 contains 65240 members 
Mstep: Class 7 contains 40758 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 82986 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 17185 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 319 members 
Mstep: Class 17 contains 11491 members 
Mstep: Class 18 contains 10197 members 
Mstep: Class 19 contains 28394 members 
Mstep: Class 20 contains 113183 members 
Mstep: Class 21 contains 4872 members 
Mstep: Class 22 contains 18800 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 320 members 
Mstep: Class 25 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774812.000000 Penalty: 53124.675781
Iteration 40F: 26 clusters Score -5.977481e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 7173 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 6747 members 
Mstep: Class 6 contains 65276 members 
Mstep: Class 7 contains 40707 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 83114 members 
Mstep: Class 11 contains 18784 members 
Mstep: Class 12 contains 257 members 
Mstep: Class 13 contains 17338 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 332 members 
Mstep: Class 17 contains 11385 members 
Mstep: Class 18 contains 10442 members 
Mstep: Class 19 contains 27874 members 
Mstep: Class 20 contains 113238 members 
Mstep: Class 21 contains 4574 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 457 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 26 clusters Score -5.9776e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7163 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 6764 members 
Mstep: Class 6 contains 65353 members 
Mstep: Class 7 contains 40714 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 6965 members 
Mstep: Class 10 contains 83241 members 
Mstep: Class 11 contains 18741 members 
Mstep: Class 12 contains 253 members 
Mstep: Class 13 contains 17481 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 349 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 27424 members 
Mstep: Class 20 contains 113312 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 18667 members 
Mstep: Class 23 contains 461 members 
Mstep: Class 24 contains 327 members 
Mstep: Class 25 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 26 clusters Score -5.977656e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 2317 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 65441 members 
Mstep: Class 7 contains 40719 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 7065 members 
Mstep: Class 10 contains 83314 members 
Mstep: Class 11 contains 18721 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 17615 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 363 members 
Mstep: Class 17 contains 11248 members 
Mstep: Class 18 contains 10829 members 
Mstep: Class 19 contains 26966 members 
Mstep: Class 20 contains 113392 members 
Mstep: Class 21 contains 4182 members 
Mstep: Class 22 contains 18619 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 26 clusters Score -5.977708e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 2330 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 65538 members 
Mstep: Class 7 contains 40733 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 9 contains 7151 members 
Mstep: Class 10 contains 83365 members 
Mstep: Class 11 contains 18692 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 17765 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 377 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 10970 members 
Mstep: Class 19 contains 26533 members 
Mstep: Class 20 contains 113455 members 
Mstep: Class 21 contains 4058 members 
Mstep: Class 22 contains 18596 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 26 clusters Score -5.977745e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 65618 members 
Mstep: Class 7 contains 40730 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 83419 members 
Mstep: Class 11 contains 18678 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 17878 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 384 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 11100 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 113536 members 
Mstep: Class 21 contains 3958 members 
Mstep: Class 22 contains 18569 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 5543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777540.000000 Penalty: 53124.675781
Iteration 45Q: 26 clusters Score -5.977754e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7125 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 65708 members 
Mstep: Class 7 contains 40723 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 83470 members 
Mstep: Class 11 contains 18654 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 399 members 
Mstep: Class 17 contains 11072 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 19 contains 25765 members 
Mstep: Class 20 contains 113580 members 
Mstep: Class 21 contains 3880 members 
Mstep: Class 22 contains 18565 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 5711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777808.000000 Penalty: 53124.675781
Iteration 46Q: 26 clusters Score -5.977781e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 6768 members 
Mstep: Class 6 contains 65810 members 
Mstep: Class 7 contains 40718 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 7373 members 
Mstep: Class 10 contains 83525 members 
Mstep: Class 11 contains 18635 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 18064 members 
Mstep: Class 14 contains 778 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 11017 members 
Mstep: Class 18 contains 11312 members 
Mstep: Class 19 contains 25459 members 
Mstep: Class 20 contains 113610 members 
Mstep: Class 21 contains 3806 members 
Mstep: Class 22 contains 18559 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777784.000000 Penalty: 53124.675781
Iteration 47Q: 26 clusters Score -5.977778e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7105 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 6759 members 
Mstep: Class 6 contains 65900 members 
Mstep: Class 7 contains 40747 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 83577 members 
Mstep: Class 11 contains 18611 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18145 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 10979 members 
Mstep: Class 18 contains 11393 members 
Mstep: Class 19 contains 25184 members 
Mstep: Class 20 contains 113642 members 
Mstep: Class 21 contains 3738 members 
Mstep: Class 22 contains 18553 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 324 members 
Mstep: Class 25 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777840.000000 Penalty: 53124.675781
Iteration 48Q: 26 clusters Score -5.977784e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7101 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 65971 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 83628 members 
Mstep: Class 11 contains 18594 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18224 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 10926 members 
Mstep: Class 18 contains 11471 members 
Mstep: Class 19 contains 24947 members 
Mstep: Class 20 contains 113692 members 
Mstep: Class 21 contains 3690 members 
Mstep: Class 22 contains 18543 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777856.000000 Penalty: 53124.675781
Iteration 49Q: 26 clusters Score -5.977786e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7095 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 6747 members 
Mstep: Class 6 contains 66019 members 
Mstep: Class 7 contains 40774 members 
Mstep: Class 8 contains 2451 members 
Mstep: Class 9 contains 7558 members 
Mstep: Class 10 contains 83679 members 
Mstep: Class 11 contains 18581 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18279 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 418 members 
Mstep: Class 17 contains 10876 members 
Mstep: Class 18 contains 11534 members 
Mstep: Class 19 contains 24732 members 
Mstep: Class 20 contains 113727 members 
Mstep: Class 21 contains 3652 members 
Mstep: Class 22 contains 18539 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778004.000000 Penalty: 53124.675781
Iteration 50Q: 26 clusters Score -5.9778e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 66064 members 
Mstep: Class 7 contains 40781 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 7607 members 
Mstep: Class 10 contains 83713 members 
Mstep: Class 11 contains 18570 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18341 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 10833 members 
Mstep: Class 18 contains 11585 members 
Mstep: Class 19 contains 24558 members 
Mstep: Class 20 contains 113754 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 18536 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777944.000000 Penalty: 53124.675781
Iteration 51Q: 26 clusters Score -5.977794e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7091 members 
Mstep: Class 4 contains 2351 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 66111 members 
Mstep: Class 7 contains 40787 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 7641 members 
Mstep: Class 10 contains 83744 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18396 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 10796 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 24402 members 
Mstep: Class 20 contains 113791 members 
Mstep: Class 21 contains 3598 members 
Mstep: Class 22 contains 18533 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777976.000000 Penalty: 53124.675781
Iteration 52Q: 26 clusters Score -5.977798e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7088 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 6752 members 
Mstep: Class 6 contains 66160 members 
Mstep: Class 7 contains 40802 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 7673 members 
Mstep: Class 10 contains 83785 members 
Mstep: Class 11 contains 18559 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 11661 members 
Mstep: Class 19 contains 24254 members 
Mstep: Class 20 contains 113818 members 
Mstep: Class 21 contains 3574 members 
Mstep: Class 22 contains 18525 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777928.000000 Penalty: 53124.675781
Iteration 53Q: 26 clusters Score -5.977793e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7089 members 
Mstep: Class 4 contains 2353 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 66198 members 
Mstep: Class 7 contains 40811 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 7707 members 
Mstep: Class 10 contains 83805 members 
Mstep: Class 11 contains 18559 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18483 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 10723 members 
Mstep: Class 18 contains 11696 members 
Mstep: Class 19 contains 24132 members 
Mstep: Class 20 contains 113842 members 
Mstep: Class 21 contains 3548 members 
Mstep: Class 22 contains 18520 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777916.000000 Penalty: 53124.675781
Iteration 54Q: 26 clusters Score -5.977792e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7087 members 
Mstep: Class 4 contains 2354 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 66241 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 83819 members 
Mstep: Class 11 contains 18552 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18512 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 10693 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 24030 members 
Mstep: Class 20 contains 113868 members 
Mstep: Class 21 contains 3525 members 
Mstep: Class 22 contains 18512 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59777952.000000 Penalty: 53124.675781
Iteration 55Q: 26 clusters Score -5.977795e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 66272 members 
Mstep: Class 7 contains 40825 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 7766 members 
Mstep: Class 10 contains 83822 members 
Mstep: Class 11 contains 18550 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18552 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 422 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 11772 members 
Mstep: Class 19 contains 23939 members 
Mstep: Class 20 contains 113870 members 
Mstep: Class 21 contains 3513 members 
Mstep: Class 22 contains 18513 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778028.000000 Penalty: 53124.675781
Iteration 56Q: 26 clusters Score -5.977803e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 4 contains 2355 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 66302 members 
Mstep: Class 7 contains 40828 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 83822 members 
Mstep: Class 11 contains 18545 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18582 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 421 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 11803 members 
Mstep: Class 19 contains 23853 members 
Mstep: Class 20 contains 113888 members 
Mstep: Class 21 contains 3500 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778184.000000 Penalty: 53124.675781
Iteration 57Q: 26 clusters Score -5.977818e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 2358 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 66334 members 
Mstep: Class 7 contains 40827 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 83822 members 
Mstep: Class 11 contains 18539 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18606 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 11831 members 
Mstep: Class 19 contains 23795 members 
Mstep: Class 20 contains 113897 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 18513 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778240.000000 Penalty: 53124.675781
Iteration 58Q: 26 clusters Score -5.977824e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7070 members 
Mstep: Class 4 contains 2359 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 66359 members 
Mstep: Class 7 contains 40837 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 7836 members 
Mstep: Class 10 contains 83823 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18638 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 10600 members 
Mstep: Class 18 contains 11848 members 
Mstep: Class 19 contains 23740 members 
Mstep: Class 20 contains 113890 members 
Mstep: Class 21 contains 3489 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778120.000000 Penalty: 53124.675781
Iteration 59Q: 26 clusters Score -5.977812e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2360 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 66381 members 
Mstep: Class 7 contains 40843 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 83831 members 
Mstep: Class 11 contains 18528 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 18667 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 420 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 11868 members 
Mstep: Class 19 contains 23687 members 
Mstep: Class 20 contains 113890 members 
Mstep: Class 21 contains 3483 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778544.000000 Penalty: 53124.675781
Iteration 60F: 26 clusters Score -5.977854e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7067 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 66405 members 
Mstep: Class 7 contains 40842 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 83849 members 
Mstep: Class 11 contains 18525 members 
Mstep: Class 12 contains 254 members 
Mstep: Class 13 contains 18688 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 10548 members 
Mstep: Class 18 contains 11879 members 
Mstep: Class 19 contains 23650 members 
Mstep: Class 20 contains 113870 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 18514 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779000.000000 Penalty: 53124.675781
Iteration 61Q: 26 clusters Score -5.9779e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 66424 members 
Mstep: Class 7 contains 40841 members 
Mstep: Class 8 contains 2482 members 
Mstep: Class 9 contains 7864 members 
Mstep: Class 10 contains 83850 members 
Mstep: Class 11 contains 18521 members 
Mstep: Class 12 contains 252 members 
Mstep: Class 13 contains 18716 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 428 members 
Mstep: Class 17 contains 10529 members 
Mstep: Class 18 contains 11883 members 
Mstep: Class 19 contains 23629 members 
Mstep: Class 20 contains 113864 members 
Mstep: Class 21 contains 3467 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779020.000000 Penalty: 53124.675781
Iteration 62Q: 26 clusters Score -5.977902e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 66435 members 
Mstep: Class 7 contains 40844 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 7869 members 
Mstep: Class 10 contains 83849 members 
Mstep: Class 11 contains 18521 members 
Mstep: Class 12 contains 250 members 
Mstep: Class 13 contains 18746 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 429 members 
Mstep: Class 17 contains 10509 members 
Mstep: Class 18 contains 11898 members 
Mstep: Class 19 contains 23603 members 
Mstep: Class 20 contains 113859 members 
Mstep: Class 21 contains 3460 members 
Mstep: Class 22 contains 18518 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779056.000000 Penalty: 53124.675781
Iteration 63Q: 26 clusters Score -5.977906e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 66450 members 
Mstep: Class 7 contains 40839 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 83842 members 
Mstep: Class 11 contains 18520 members 
Mstep: Class 12 contains 246 members 
Mstep: Class 13 contains 18775 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10487 members 
Mstep: Class 18 contains 11917 members 
Mstep: Class 19 contains 23583 members 
Mstep: Class 20 contains 113867 members 
Mstep: Class 21 contains 3455 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779076.000000 Penalty: 53124.675781
Iteration 64Q: 26 clusters Score -5.977908e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 66464 members 
Mstep: Class 7 contains 40840 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 83838 members 
Mstep: Class 11 contains 18520 members 
Mstep: Class 12 contains 245 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 746 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10461 members 
Mstep: Class 18 contains 11936 members 
Mstep: Class 19 contains 23573 members 
Mstep: Class 20 contains 113867 members 
Mstep: Class 21 contains 3452 members 
Mstep: Class 22 contains 18515 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779052.000000 Penalty: 53124.675781
Iteration 65Q: 26 clusters Score -5.977905e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 66473 members 
Mstep: Class 7 contains 40842 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 83835 members 
Mstep: Class 11 contains 18521 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18807 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10443 members 
Mstep: Class 18 contains 11955 members 
Mstep: Class 19 contains 23562 members 
Mstep: Class 20 contains 113867 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 18512 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779048.000000 Penalty: 53124.675781
Iteration 66Q: 26 clusters Score -5.977905e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6725 members 
Mstep: Class 6 contains 66482 members 
Mstep: Class 7 contains 40841 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 83837 members 
Mstep: Class 11 contains 18518 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18821 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10428 members 
Mstep: Class 18 contains 11969 members 
Mstep: Class 19 contains 23556 members 
Mstep: Class 20 contains 113866 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779096.000000 Penalty: 53124.675781
Iteration 67Q: 26 clusters Score -5.97791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 66489 members 
Mstep: Class 7 contains 40838 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7896 members 
Mstep: Class 10 contains 83836 members 
Mstep: Class 11 contains 18519 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18842 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10413 members 
Mstep: Class 18 contains 11979 members 
Mstep: Class 19 contains 23543 members 
Mstep: Class 20 contains 113869 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779056.000000 Penalty: 53124.675781
Iteration 68Q: 26 clusters Score -5.977906e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 66491 members 
Mstep: Class 7 contains 40841 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7900 members 
Mstep: Class 10 contains 83837 members 
Mstep: Class 11 contains 18518 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18862 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 23529 members 
Mstep: Class 20 contains 113865 members 
Mstep: Class 21 contains 3448 members 
Mstep: Class 22 contains 18513 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779096.000000 Penalty: 53124.675781
Iteration 69Q: 26 clusters Score -5.97791e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 66495 members 
Mstep: Class 7 contains 40842 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7905 members 
Mstep: Class 10 contains 83841 members 
Mstep: Class 11 contains 18517 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18871 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 12011 members 
Mstep: Class 19 contains 23511 members 
Mstep: Class 20 contains 113868 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779052.000000 Penalty: 53124.675781
Iteration 70Q: 26 clusters Score -5.977905e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6734 members 
Mstep: Class 6 contains 66497 members 
Mstep: Class 7 contains 40842 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7914 members 
Mstep: Class 10 contains 83849 members 
Mstep: Class 11 contains 18515 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18881 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 12023 members 
Mstep: Class 19 contains 23491 members 
Mstep: Class 20 contains 113866 members 
Mstep: Class 21 contains 3447 members 
Mstep: Class 22 contains 18512 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779108.000000 Penalty: 53124.675781
Iteration 71Q: 26 clusters Score -5.977911e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 66502 members 
Mstep: Class 7 contains 40844 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 83851 members 
Mstep: Class 11 contains 18514 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18896 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 12040 members 
Mstep: Class 19 contains 23473 members 
Mstep: Class 20 contains 113866 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779112.000000 Penalty: 53124.675781
Iteration 72Q: 26 clusters Score -5.977911e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 66506 members 
Mstep: Class 7 contains 40846 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 7924 members 
Mstep: Class 10 contains 83852 members 
Mstep: Class 11 contains 18512 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18905 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10338 members 
Mstep: Class 18 contains 12054 members 
Mstep: Class 19 contains 23451 members 
Mstep: Class 20 contains 113871 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779084.000000 Penalty: 53124.675781
Iteration 73Q: 26 clusters Score -5.977908e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2364 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 66510 members 
Mstep: Class 7 contains 40849 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 83847 members 
Mstep: Class 11 contains 18511 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18915 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 431 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 18 contains 12059 members 
Mstep: Class 19 contains 23439 members 
Mstep: Class 20 contains 113875 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 18511 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779044.000000 Penalty: 53124.675781
Iteration 74Q: 26 clusters Score -5.977904e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 66520 members 
Mstep: Class 7 contains 40847 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 7933 members 
Mstep: Class 10 contains 83843 members 
Mstep: Class 11 contains 18510 members 
Mstep: Class 12 contains 244 members 
Mstep: Class 13 contains 18927 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 12071 members 
Mstep: Class 19 contains 23427 members 
Mstep: Class 20 contains 113879 members 
Mstep: Class 21 contains 3446 members 
Mstep: Class 22 contains 18508 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779120.000000 Penalty: 53124.675781
Iteration 75Q: 26 clusters Score -5.977912e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6729 members 
Mstep: Class 6 contains 66527 members 
Mstep: Class 7 contains 40846 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 7937 members 
Mstep: Class 10 contains 83844 members 
Mstep: Class 11 contains 18508 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 18939 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 12077 members 
Mstep: Class 19 contains 23418 members 
Mstep: Class 20 contains 113878 members 
Mstep: Class 21 contains 3445 members 
Mstep: Class 22 contains 18507 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779108.000000 Penalty: 53124.675781
Iteration 76Q: 26 clusters Score -5.977911e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 66532 members 
Mstep: Class 7 contains 40846 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 7950 members 
Mstep: Class 10 contains 83842 members 
Mstep: Class 11 contains 18506 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 18947 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 12084 members 
Mstep: Class 19 contains 23407 members 
Mstep: Class 20 contains 113881 members 
Mstep: Class 21 contains 3443 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 474 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779224.000000 Penalty: 53124.675781
Iteration 77Q: 26 clusters Score -5.977922e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 66539 members 
Mstep: Class 7 contains 40843 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 7967 members 
Mstep: Class 10 contains 83838 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 18953 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 432 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 23394 members 
Mstep: Class 20 contains 113880 members 
Mstep: Class 21 contains 3443 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59779264.000000 Penalty: 53124.675781
Iteration 78Q: 26 clusters Score -5.977926e+07 nChanged 69
Entering ConstructFrom: 
Score: -59779264.000000 Penalty: 53124.675781
Entering ConstructFrom: 
Trying to split cluster 1 (30574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Entering Unmasked Estep 
Score: -3863414.750000 Penalty: 1678.284668
	Iteration 0F: 2 clusters Score -3863415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3842971.250000 Penalty: 3356.569336
	Iteration 0F: 3 clusters Score -3842971 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3850856.250000 Penalty: 3356.569336
	Iteration 1F: 3 clusters Score -3850856 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -3851303.750000 Penalty: 3356.569336
	Iteration 2Q: 3 clusters Score -3851304 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3851754.500000 Penalty: 3356.569336
	Iteration 3Q: 3 clusters Score -3851754 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3852216.250000 Penalty: 3356.569336
	Iteration 4Q: 3 clusters Score -3852216 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3852756.250000 Penalty: 3356.569336
	Iteration 5Q: 3 clusters Score -3852756 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3853408.000000 Penalty: 3356.569336
	Iteration 6Q: 3 clusters Score -3853408 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3854158.750000 Penalty: 3356.569336
	Iteration 7F: 3 clusters Score -3854159 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3855018.750000 Penalty: 3356.569336
	Iteration 8F: 3 clusters Score -3855019 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -3855936.500000 Penalty: 3356.569336
	Iteration 9F: 3 clusters Score -3855936 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3856900.500000 Penalty: 3356.569336
	Iteration 10F: 3 clusters Score -3856900 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3857685.000000 Penalty: 3356.569336
	Iteration 11Q: 3 clusters Score -3857685 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3858278.750000 Penalty: 3356.569336
	Iteration 12Q: 3 clusters Score -3858279 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3858675.000000 Penalty: 3356.569336
	Iteration 13Q: 3 clusters Score -3858675 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3858961.000000 Penalty: 3356.569336
	Iteration 14Q: 3 clusters Score -3858961 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3859180.500000 Penalty: 3356.569336
	Iteration 15Q: 3 clusters Score -3859180 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -3859355.000000 Penalty: 3356.569336
	Iteration 16Q: 3 clusters Score -3859355 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3859495.500000 Penalty: 3356.569336
	Iteration 17Q: 3 clusters Score -3859496 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3859642.000000 Penalty: 3356.569336
	Iteration 18Q: 3 clusters Score -3859642 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -3859765.500000 Penalty: 3356.569336
	Iteration 19Q: 3 clusters Score -3859766 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3859936.000000 Penalty: 3356.569336
	Iteration 20F: 3 clusters Score -3859936 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3860087.000000 Penalty: 3356.569336
	Iteration 21Q: 3 clusters Score -3860087 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3860244.250000 Penalty: 3356.569336
	Iteration 22Q: 3 clusters Score -3860244 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3860426.250000 Penalty: 3356.569336
	Iteration 23Q: 3 clusters Score -3860426 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3860612.250000 Penalty: 3356.569336
	Iteration 24Q: 3 clusters Score -3860612 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -3860779.500000 Penalty: 3356.569336
	Iteration 25Q: 3 clusters Score -3860780 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3860900.250000 Penalty: 3356.569336
	Iteration 26Q: 3 clusters Score -3860900 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3861029.000000 Penalty: 3356.569336
	Iteration 27Q: 3 clusters Score -3861029 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3861135.000000 Penalty: 3356.569336
	Iteration 28Q: 3 clusters Score -3861135 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3861257.000000 Penalty: 3356.569336
	Iteration 29Q: 3 clusters Score -3861257 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3861364.250000 Penalty: 3356.569336
	Iteration 30Q: 3 clusters Score -3861364 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3861455.500000 Penalty: 3356.569336
	Iteration 31Q: 3 clusters Score -3861456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3861545.000000 Penalty: 3356.569336
	Iteration 32Q: 3 clusters Score -3861545 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3861624.750000 Penalty: 3356.569336
	Iteration 33Q: 3 clusters Score -3861625 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3861698.500000 Penalty: 3356.569336
	Iteration 34Q: 3 clusters Score -3861698 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3861756.000000 Penalty: 3356.569336
	Iteration 35Q: 3 clusters Score -3861756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -3861813.250000 Penalty: 3356.569336
	Iteration 36Q: 3 clusters Score -3861813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3861850.750000 Penalty: 3356.569336
	Iteration 37Q: 3 clusters Score -3861851 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3861898.000000 Penalty: 3356.569336
	Iteration 38Q: 3 clusters Score -3861898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3861951.250000 Penalty: 3356.569336
	Iteration 39Q: 3 clusters Score -3861951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3861967.000000 Penalty: 3356.569336
	Iteration 40F: 3 clusters Score -3861967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3861996.750000 Penalty: 3356.569336
	Iteration 41Q: 3 clusters Score -3861997 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3862008.750000 Penalty: 3356.569336
	Iteration 42Q: 3 clusters Score -3862009 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3862042.750000 Penalty: 3356.569336
	Iteration 43Q: 3 clusters Score -3862043 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3862066.250000 Penalty: 3356.569336
	Iteration 44Q: 3 clusters Score -3862066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3862082.750000 Penalty: 3356.569336
	Iteration 45Q: 3 clusters Score -3862083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3862100.500000 Penalty: 3356.569336
	Iteration 46Q: 3 clusters Score -3862100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -3862123.250000 Penalty: 3356.569336
	Iteration 47Q: 3 clusters Score -3862123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3862142.000000 Penalty: 3356.569336
	Iteration 48Q: 3 clusters Score -3862142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3862172.750000 Penalty: 3356.569336
	Iteration 49Q: 3 clusters Score -3862173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3862192.000000 Penalty: 3356.569336
	Iteration 50Q: 3 clusters Score -3862192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3862196.750000 Penalty: 3356.569336
	Iteration 51Q: 3 clusters Score -3862197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3862205.500000 Penalty: 3356.569336
	Iteration 52Q: 3 clusters Score -3862206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -3862217.750000 Penalty: 3356.569336
	Iteration 53Q: 3 clusters Score -3862218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -3862231.000000 Penalty: 3356.569336
	Iteration 54Q: 3 clusters Score -3862231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3862227.000000 Penalty: 3356.569336
	Iteration 55Q: 3 clusters Score -3862227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3862233.250000 Penalty: 3356.569336
	Iteration 56Q: 3 clusters Score -3862233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3862235.500000 Penalty: 3356.569336
	Iteration 57Q: 3 clusters Score -3862236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -3862243.750000 Penalty: 3356.569336
	Iteration 58Q: 3 clusters Score -3862244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3862249.500000 Penalty: 3356.569336
	Iteration 59Q: 3 clusters Score -3862250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -3862254.750000 Penalty: 3356.569336
	Iteration 60F: 3 clusters Score -3862255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -3862253.500000 Penalty: 3356.569336
	Iteration 61Q: 3 clusters Score -3862254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -3862256.500000 Penalty: 3356.569336
	Iteration 62Q: 3 clusters Score -3862256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3862267.250000 Penalty: 3356.569336
	Iteration 63Q: 3 clusters Score -3862267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3862268.500000 Penalty: 3356.569336
	Iteration 64Q: 3 clusters Score -3862268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3862272.000000 Penalty: 3356.569336
	Iteration 65Q: 3 clusters Score -3862272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3862270.000000 Penalty: 3356.569336
	Iteration 66Q: 3 clusters Score -3862270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3862273.750000 Penalty: 3356.569336
	Iteration 67Q: 3 clusters Score -3862274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3862274.500000 Penalty: 3356.569336
	Iteration 68Q: 3 clusters Score -3862274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3862274.500000 Penalty: 3356.569336
	Iteration 69F: 3 clusters Score -3862274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136691.312500 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -136691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -135194.968750 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -135195 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135513.531250 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -135513.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135660.265625 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -135660.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -135724.062500 Penalty: 2276.881348
	Iteration 3F: 3 clusters Score -135724.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135767.937500 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -135767.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -135790.281250 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -135790.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -135810.812500 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -135810.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -135832.250000 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -135832.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -135856.640625 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -135856.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135874.296875 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -135874.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -135891.265625 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -135891.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -135901.375000 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -135901.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135906.578125 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -135906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -135912.484375 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -135912.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -135918.125000 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -135918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135926.406250 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -135926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135931.031250 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -135931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135937.046875 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -135937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -135939.515625 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -135939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -135939.515625 Penalty: 2276.881348
	Iteration 19F: 3 clusters Score -135939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Entering Unmasked Estep 
Score: -889362.000000 Penalty: 1440.291626
	Iteration 0F: 2 clusters Score -889362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -884026.250000 Penalty: 2880.583252
	Iteration 0F: 3 clusters Score -884026.2 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -885637.875000 Penalty: 2880.583252
	Iteration 1F: 3 clusters Score -885637.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -885860.125000 Penalty: 2880.583252
	Iteration 2F: 3 clusters Score -885860.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -886030.062500 Penalty: 2880.583252
	Iteration 3F: 3 clusters Score -886030.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -886162.875000 Penalty: 2880.583252
	Iteration 4Q: 3 clusters Score -886162.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -886280.500000 Penalty: 2880.583252
	Iteration 5Q: 3 clusters Score -886280.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -886371.125000 Penalty: 2880.583252
	Iteration 6Q: 3 clusters Score -886371.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -886448.812500 Penalty: 2880.583252
	Iteration 7Q: 3 clusters Score -886448.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -886521.250000 Penalty: 2880.583252
	Iteration 8Q: 3 clusters Score -886521.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -886572.437500 Penalty: 2880.583252
	Iteration 9Q: 3 clusters Score -886572.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -886622.000000 Penalty: 2880.583252
	Iteration 10Q: 3 clusters Score -886622 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -886670.562500 Penalty: 2880.583252
	Iteration 11Q: 3 clusters Score -886670.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -886719.750000 Penalty: 2880.583252
	Iteration 12Q: 3 clusters Score -886719.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -886773.187500 Penalty: 2880.583252
	Iteration 13Q: 3 clusters Score -886773.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -886826.312500 Penalty: 2880.583252
	Iteration 14Q: 3 clusters Score -886826.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -886873.375000 Penalty: 2880.583252
	Iteration 15Q: 3 clusters Score -886873.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -886929.000000 Penalty: 2880.583252
	Iteration 16Q: 3 clusters Score -886929 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -886996.625000 Penalty: 2880.583252
	Iteration 17Q: 3 clusters Score -886996.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -887066.687500 Penalty: 2880.583252
	Iteration 18Q: 3 clusters Score -887066.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -887122.937500 Penalty: 2880.583252
	Iteration 19Q: 3 clusters Score -887122.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -887167.937500 Penalty: 2880.583252
	Iteration 20F: 3 clusters Score -887167.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -887198.687500 Penalty: 2880.583252
	Iteration 21Q: 3 clusters Score -887198.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -887224.312500 Penalty: 2880.583252
	Iteration 22Q: 3 clusters Score -887224.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -887256.250000 Penalty: 2880.583252
	Iteration 23Q: 3 clusters Score -887256.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -887295.437500 Penalty: 2880.583252
	Iteration 24Q: 3 clusters Score -887295.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -887331.562500 Penalty: 2880.583252
	Iteration 25Q: 3 clusters Score -887331.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -887365.562500 Penalty: 2880.583252
	Iteration 26Q: 3 clusters Score -887365.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -887406.687500 Penalty: 2880.583252
	Iteration 27Q: 3 clusters Score -887406.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -887441.250000 Penalty: 2880.583252
	Iteration 28Q: 3 clusters Score -887441.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -887471.875000 Penalty: 2880.583252
	Iteration 29Q: 3 clusters Score -887471.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -887502.937500 Penalty: 2880.583252
	Iteration 30Q: 3 clusters Score -887502.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -887538.687500 Penalty: 2880.583252
	Iteration 31Q: 3 clusters Score -887538.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -887571.500000 Penalty: 2880.583252
	Iteration 32Q: 3 clusters Score -887571.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -887606.250000 Penalty: 2880.583252
	Iteration 33Q: 3 clusters Score -887606.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -887645.937500 Penalty: 2880.583252
	Iteration 34Q: 3 clusters Score -887645.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -887689.937500 Penalty: 2880.583252
	Iteration 35Q: 3 clusters Score -887689.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -887732.375000 Penalty: 2880.583252
	Iteration 36Q: 3 clusters Score -887732.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -887782.312500 Penalty: 2880.583252
	Iteration 37Q: 3 clusters Score -887782.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -887831.625000 Penalty: 2880.583252
	Iteration 38Q: 3 clusters Score -887831.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -887876.750000 Penalty: 2880.583252
	Iteration 39Q: 3 clusters Score -887876.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -887915.625000 Penalty: 2880.583252
	Iteration 40F: 3 clusters Score -887915.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -887946.312500 Penalty: 2880.583252
	Iteration 41Q: 3 clusters Score -887946.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -887980.312500 Penalty: 2880.583252
	Iteration 42Q: 3 clusters Score -887980.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -888001.187500 Penalty: 2880.583252
	Iteration 43Q: 3 clusters Score -888001.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -888025.500000 Penalty: 2880.583252
	Iteration 44Q: 3 clusters Score -888025.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -888047.750000 Penalty: 2880.583252
	Iteration 45Q: 3 clusters Score -888047.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -888064.375000 Penalty: 2880.583252
	Iteration 46Q: 3 clusters Score -888064.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -888082.750000 Penalty: 2880.583252
	Iteration 47Q: 3 clusters Score -888082.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -888096.687500 Penalty: 2880.583252
	Iteration 48Q: 3 clusters Score -888096.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -888105.500000 Penalty: 2880.583252
	Iteration 49Q: 3 clusters Score -888105.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -888113.312500 Penalty: 2880.583252
	Iteration 50Q: 3 clusters Score -888113.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -888123.625000 Penalty: 2880.583252
	Iteration 51Q: 3 clusters Score -888123.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -888131.375000 Penalty: 2880.583252
	Iteration 52Q: 3 clusters Score -888131.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -888137.125000 Penalty: 2880.583252
	Iteration 53Q: 3 clusters Score -888137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -888142.062500 Penalty: 2880.583252
	Iteration 54Q: 3 clusters Score -888142.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -888144.187500 Penalty: 2880.583252
	Iteration 55Q: 3 clusters Score -888144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -888149.812500 Penalty: 2880.583252
	Iteration 56Q: 3 clusters Score -888149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -888153.687500 Penalty: 2880.583252
	Iteration 57Q: 3 clusters Score -888153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -888156.312500 Penalty: 2880.583252
	Iteration 58Q: 3 clusters Score -888156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -888157.875000 Penalty: 2880.583252
	Iteration 59Q: 3 clusters Score -888157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -888163.375000 Penalty: 2880.583252
	Iteration 60F: 3 clusters Score -888163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -888164.812500 Penalty: 2880.583252
	Iteration 61Q: 3 clusters Score -888164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -888164.437500 Penalty: 2880.583252
	Iteration 62Q: 3 clusters Score -888164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -888164.437500 Penalty: 2880.583252
	Iteration 63F: 3 clusters Score -888164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -301875.718750 Penalty: 1262.386597
	Iteration 0F: 2 clusters Score -301875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299607.437500 Penalty: 2524.773193
	Iteration 0F: 3 clusters Score -299607.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -300139.343750 Penalty: 2524.773193
	Iteration 1F: 3 clusters Score -300139.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -300271.437500 Penalty: 2524.773193
	Iteration 2F: 3 clusters Score -300271.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -300350.125000 Penalty: 2524.773193
	Iteration 3F: 3 clusters Score -300350.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300395.281250 Penalty: 2524.773193
	Iteration 4Q: 3 clusters Score -300395.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300423.937500 Penalty: 2524.773193
	Iteration 5Q: 3 clusters Score -300423.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300446.593750 Penalty: 2524.773193
	Iteration 6Q: 3 clusters Score -300446.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -300461.968750 Penalty: 2524.773193
	Iteration 7Q: 3 clusters Score -300462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -300474.562500 Penalty: 2524.773193
	Iteration 8Q: 3 clusters Score -300474.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -300481.218750 Penalty: 2524.773193
	Iteration 9Q: 3 clusters Score -300481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -300489.062500 Penalty: 2524.773193
	Iteration 10Q: 3 clusters Score -300489.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -300496.687500 Penalty: 2524.773193
	Iteration 11Q: 3 clusters Score -300496.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -300501.375000 Penalty: 2524.773193
	Iteration 12Q: 3 clusters Score -300501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -300504.437500 Penalty: 2524.773193
	Iteration 13Q: 3 clusters Score -300504.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -300507.281250 Penalty: 2524.773193
	Iteration 14Q: 3 clusters Score -300507.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -300509.968750 Penalty: 2524.773193
	Iteration 15Q: 3 clusters Score -300510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -300512.156250 Penalty: 2524.773193
	Iteration 16Q: 3 clusters Score -300512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -300515.187500 Penalty: 2524.773193
	Iteration 17Q: 3 clusters Score -300515.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -300518.312500 Penalty: 2524.773193
	Iteration 18Q: 3 clusters Score -300518.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -300521.218750 Penalty: 2524.773193
	Iteration 19Q: 3 clusters Score -300521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -300523.281250 Penalty: 2524.773193
	Iteration 20F: 3 clusters Score -300523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -300525.218750 Penalty: 2524.773193
	Iteration 21Q: 3 clusters Score -300525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -300526.500000 Penalty: 2524.773193
	Iteration 22Q: 3 clusters Score -300526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -300528.218750 Penalty: 2524.773193
	Iteration 23Q: 3 clusters Score -300528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -300530.343750 Penalty: 2524.773193
	Iteration 24Q: 3 clusters Score -300530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300531.000000 Penalty: 2524.773193
	Iteration 25Q: 3 clusters Score -300531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300532.093750 Penalty: 2524.773193
	Iteration 26Q: 3 clusters Score -300532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -300533.093750 Penalty: 2524.773193
	Iteration 27Q: 3 clusters Score -300533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -300535.343750 Penalty: 2524.773193
	Iteration 28Q: 3 clusters Score -300535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300535.750000 Penalty: 2524.773193
	Iteration 29Q: 3 clusters Score -300535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300536.531250 Penalty: 2524.773193
	Iteration 30Q: 3 clusters Score -300536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -300539.968750 Penalty: 2524.773193
	Iteration 31Q: 3 clusters Score -300540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -300541.593750 Penalty: 2524.773193
	Iteration 32Q: 3 clusters Score -300541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -300543.937500 Penalty: 2524.773193
	Iteration 33Q: 3 clusters Score -300543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -300544.718750 Penalty: 2524.773193
	Iteration 34Q: 3 clusters Score -300544.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -300547.656250 Penalty: 2524.773193
	Iteration 35Q: 3 clusters Score -300547.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -300549.187500 Penalty: 2524.773193
	Iteration 36Q: 3 clusters Score -300549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -300550.656250 Penalty: 2524.773193
	Iteration 37Q: 3 clusters Score -300550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -300551.656250 Penalty: 2524.773193
	Iteration 38Q: 3 clusters Score -300551.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300553.468750 Penalty: 2524.773193
	Iteration 39Q: 3 clusters Score -300553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300554.312500 Penalty: 2524.773193
	Iteration 40F: 3 clusters Score -300554.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -300556.687500 Penalty: 2524.773193
	Iteration 41Q: 3 clusters Score -300556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -300559.031250 Penalty: 2524.773193
	Iteration 42Q: 3 clusters Score -300559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -300563.218750 Penalty: 2524.773193
	Iteration 43Q: 3 clusters Score -300563.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -300568.875000 Penalty: 2524.773193
	Iteration 44Q: 3 clusters Score -300568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -300572.093750 Penalty: 2524.773193
	Iteration 45Q: 3 clusters Score -300572.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -300574.000000 Penalty: 2524.773193
	Iteration 46Q: 3 clusters Score -300574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -300577.593750 Penalty: 2524.773193
	Iteration 47Q: 3 clusters Score -300577.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -300581.406250 Penalty: 2524.773193
	Iteration 48Q: 3 clusters Score -300581.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300584.250000 Penalty: 2524.773193
	Iteration 49Q: 3 clusters Score -300584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -300585.750000 Penalty: 2524.773193
	Iteration 50Q: 3 clusters Score -300585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300585.968750 Penalty: 2524.773193
	Iteration 51Q: 3 clusters Score -300586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300586.468750 Penalty: 2524.773193
	Iteration 52Q: 3 clusters Score -300586.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -300586.968750 Penalty: 2524.773193
	Iteration 53Q: 3 clusters Score -300587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -300587.687500 Penalty: 2524.773193
	Iteration 54Q: 3 clusters Score -300587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300587.968750 Penalty: 2524.773193
	Iteration 55Q: 3 clusters Score -300588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300587.968750 Penalty: 2524.773193
	Iteration 56F: 3 clusters Score -300588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -842954.375000 Penalty: 1432.183716
	Iteration 0F: 2 clusters Score -842954.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -837872.875000 Penalty: 2864.367432
	Iteration 0F: 3 clusters Score -837872.9 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -839427.500000 Penalty: 2864.367432
	Iteration 1F: 3 clusters Score -839427.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -839730.062500 Penalty: 2864.367432
	Iteration 2F: 3 clusters Score -839730.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -839988.875000 Penalty: 2864.367432
	Iteration 3F: 3 clusters Score -839988.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -840239.687500 Penalty: 2864.367432
	Iteration 4F: 3 clusters Score -840239.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -840487.875000 Penalty: 2864.367432
	Iteration 5F: 3 clusters Score -840487.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -840691.750000 Penalty: 2864.367432
	Iteration 6Q: 3 clusters Score -840691.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -840848.625000 Penalty: 2864.367432
	Iteration 7Q: 3 clusters Score -840848.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -840970.000000 Penalty: 2864.367432
	Iteration 8Q: 3 clusters Score -840970 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -841091.625000 Penalty: 2864.367432
	Iteration 9Q: 3 clusters Score -841091.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -841188.812500 Penalty: 2864.367432
	Iteration 10Q: 3 clusters Score -841188.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -841269.500000 Penalty: 2864.367432
	Iteration 11Q: 3 clusters Score -841269.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -841353.250000 Penalty: 2864.367432
	Iteration 12Q: 3 clusters Score -841353.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -841442.125000 Penalty: 2864.367432
	Iteration 13Q: 3 clusters Score -841442.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -841518.187500 Penalty: 2864.367432
	Iteration 14Q: 3 clusters Score -841518.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -841601.187500 Penalty: 2864.367432
	Iteration 15Q: 3 clusters Score -841601.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -841680.437500 Penalty: 2864.367432
	Iteration 16Q: 3 clusters Score -841680.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -841762.750000 Penalty: 2864.367432
	Iteration 17Q: 3 clusters Score -841762.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -841866.562500 Penalty: 2864.367432
	Iteration 18Q: 3 clusters Score -841866.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -841986.500000 Penalty: 2864.367432
	Iteration 19Q: 3 clusters Score -841986.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -842120.500000 Penalty: 2864.367432
	Iteration 20F: 3 clusters Score -842120.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -842259.687500 Penalty: 2864.367432
	Iteration 21Q: 3 clusters Score -842259.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -842373.187500 Penalty: 2864.367432
	Iteration 22Q: 3 clusters Score -842373.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -842459.125000 Penalty: 2864.367432
	Iteration 23Q: 3 clusters Score -842459.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -842526.500000 Penalty: 2864.367432
	Iteration 24Q: 3 clusters Score -842526.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -842572.750000 Penalty: 2864.367432
	Iteration 25Q: 3 clusters Score -842572.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -842602.000000 Penalty: 2864.367432
	Iteration 26Q: 3 clusters Score -842602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -842619.562500 Penalty: 2864.367432
	Iteration 27Q: 3 clusters Score -842619.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -842636.375000 Penalty: 2864.367432
	Iteration 28Q: 3 clusters Score -842636.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -842644.375000 Penalty: 2864.367432
	Iteration 29Q: 3 clusters Score -842644.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -842653.500000 Penalty: 2864.367432
	Iteration 30Q: 3 clusters Score -842653.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -842659.687500 Penalty: 2864.367432
	Iteration 31Q: 3 clusters Score -842659.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -842668.000000 Penalty: 2864.367432
	Iteration 32Q: 3 clusters Score -842668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -842675.875000 Penalty: 2864.367432
	Iteration 33Q: 3 clusters Score -842675.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -842681.937500 Penalty: 2864.367432
	Iteration 34Q: 3 clusters Score -842681.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -842691.125000 Penalty: 2864.367432
	Iteration 35Q: 3 clusters Score -842691.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -842697.937500 Penalty: 2864.367432
	Iteration 36Q: 3 clusters Score -842697.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -842702.875000 Penalty: 2864.367432
	Iteration 37Q: 3 clusters Score -842702.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -842704.750000 Penalty: 2864.367432
	Iteration 38Q: 3 clusters Score -842704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -842709.750000 Penalty: 2864.367432
	Iteration 39Q: 3 clusters Score -842709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -842709.437500 Penalty: 2864.367432
	Iteration 40F: 3 clusters Score -842709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -842710.500000 Penalty: 2864.367432
	Iteration 41Q: 3 clusters Score -842710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -842710.500000 Penalty: 2864.367432
	Iteration 42Q: 3 clusters Score -842710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -842710.687500 Penalty: 2864.367432
	Iteration 43Q: 3 clusters Score -842710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -842713.187500 Penalty: 2864.367432
	Iteration 44Q: 3 clusters Score -842713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -842713.625000 Penalty: 2864.367432
	Iteration 45Q: 3 clusters Score -842713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -842712.687500 Penalty: 2864.367432
	Iteration 46Q: 3 clusters Score -842712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -842712.062500 Penalty: 2864.367432
	Iteration 47Q: 3 clusters Score -842712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -842712.062500 Penalty: 2864.367432
	Iteration 48F: 3 clusters Score -842712.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (66549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Entering Unmasked Estep 
Score: -8679205.000000 Penalty: 1804.675293
	Iteration 0F: 2 clusters Score -8679205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -8634760.000000 Penalty: 3609.350586
	Iteration 0F: 3 clusters Score -8634760 nChanged 31633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -8653133.000000 Penalty: 3609.350586
	Iteration 1F: 3 clusters Score -8653133 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -8654110.000000 Penalty: 3609.350586
	Iteration 2Q: 3 clusters Score -8654110 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -8655707.000000 Penalty: 3609.350586
	Iteration 3Q: 3 clusters Score -8655707 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8658358.000000 Penalty: 3609.350586
	Iteration 4F: 3 clusters Score -8658358 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -8662565.000000 Penalty: 3609.350586
	Iteration 5F: 3 clusters Score -8662565 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -8668225.000000 Penalty: 3609.350586
	Iteration 6F: 3 clusters Score -8668225 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -8673216.000000 Penalty: 3609.350586
	Iteration 7F: 3 clusters Score -8673216 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -8676073.000000 Penalty: 3609.350586
	Iteration 8Q: 3 clusters Score -8676073 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -8677051.000000 Penalty: 3609.350586
	Iteration 9Q: 3 clusters Score -8677051 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 66323 members 
Entering Unmasked Estep 
Score: -8677399.000000 Penalty: 3609.350586
	Iteration 10Q: 3 clusters Score -8677399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -8677490.000000 Penalty: 3609.350586
	Iteration 11Q: 3 clusters Score -8677490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 66406 members 
Entering Unmasked Estep 
Score: -8677541.000000 Penalty: 3609.350586
	Iteration 12Q: 3 clusters Score -8677541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -8677586.000000 Penalty: 3609.350586
	Iteration 13Q: 3 clusters Score -8677586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8677601.000000 Penalty: 3609.350586
	Iteration 14Q: 3 clusters Score -8677601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8677607.000000 Penalty: 3609.350586
	Iteration 15Q: 3 clusters Score -8677607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -8677607.000000 Penalty: 3609.350586
	Iteration 16F: 3 clusters Score -8677607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Entering Unmasked Estep 
Score: -5295709.000000 Penalty: 1725.326294
	Iteration 0F: 2 clusters Score -5295709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5268375.500000 Penalty: 3450.652588
	Iteration 0F: 3 clusters Score -5268376 nChanged 18992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5279056.000000 Penalty: 3450.652588
	Iteration 1F: 3 clusters Score -5279056 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -5279626.000000 Penalty: 3450.652588
	Iteration 2Q: 3 clusters Score -5279626 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5280253.000000 Penalty: 3450.652588
	Iteration 3Q: 3 clusters Score -5280253 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -5281009.500000 Penalty: 3450.652588
	Iteration 4Q: 3 clusters Score -5281010 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -5282008.500000 Penalty: 3450.652588
	Iteration 5F: 3 clusters Score -5282008 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -5283344.000000 Penalty: 3450.652588
	Iteration 6F: 3 clusters Score -5283344 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -5285172.500000 Penalty: 3450.652588
	Iteration 7F: 3 clusters Score -5285172 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -5287368.000000 Penalty: 3450.652588
	Iteration 8F: 3 clusters Score -5287368 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -5289538.500000 Penalty: 3450.652588
	Iteration 9F: 3 clusters Score -5289538 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5291336.500000 Penalty: 3450.652588
	Iteration 10Q: 3 clusters Score -5291336 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5292542.000000 Penalty: 3450.652588
	Iteration 11Q: 3 clusters Score -5292542 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5293338.000000 Penalty: 3450.652588
	Iteration 12Q: 3 clusters Score -5293338 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -5293766.500000 Penalty: 3450.652588
	Iteration 13Q: 3 clusters Score -5293766 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -5293985.000000 Penalty: 3450.652588
	Iteration 14Q: 3 clusters Score -5293985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -5294087.500000 Penalty: 3450.652588
	Iteration 15Q: 3 clusters Score -5294088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -5294141.500000 Penalty: 3450.652588
	Iteration 16Q: 3 clusters Score -5294142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -5294183.500000 Penalty: 3450.652588
	Iteration 17Q: 3 clusters Score -5294184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -5294205.000000 Penalty: 3450.652588
	Iteration 18Q: 3 clusters Score -5294205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -5294211.000000 Penalty: 3450.652588
	Iteration 19Q: 3 clusters Score -5294211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -5294226.000000 Penalty: 3450.652588
	Iteration 20F: 3 clusters Score -5294226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5294228.500000 Penalty: 3450.652588
	Iteration 21Q: 3 clusters Score -5294228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -5294234.500000 Penalty: 3450.652588
	Iteration 22Q: 3 clusters Score -5294234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -5294232.500000 Penalty: 3450.652588
	Iteration 23Q: 3 clusters Score -5294232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -5294244.000000 Penalty: 3450.652588
	Iteration 24Q: 3 clusters Score -5294244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5294244.000000 Penalty: 3450.652588
	Iteration 25Q: 3 clusters Score -5294244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5294249.500000 Penalty: 3450.652588
	Iteration 26Q: 3 clusters Score -5294250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5294253.000000 Penalty: 3450.652588
	Iteration 27Q: 3 clusters Score -5294253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5294255.500000 Penalty: 3450.652588
	Iteration 28Q: 3 clusters Score -5294256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5294254.000000 Penalty: 3450.652588
	Iteration 29Q: 3 clusters Score -5294254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5294254.000000 Penalty: 3450.652588
	Iteration 30F: 3 clusters Score -5294254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -297037.031250 Penalty: 1271.602417
	Iteration 0F: 2 clusters Score -297037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -294648.437500 Penalty: 2543.204834
	Iteration 0F: 3 clusters Score -294648.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295325.343750 Penalty: 2543.204834
	Iteration 1F: 3 clusters Score -295325.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -295605.625000 Penalty: 2543.204834
	Iteration 2F: 3 clusters Score -295605.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -295823.875000 Penalty: 2543.204834
	Iteration 3F: 3 clusters Score -295823.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295971.718750 Penalty: 2543.204834
	Iteration 4F: 3 clusters Score -295971.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -296066.093750 Penalty: 2543.204834
	Iteration 5Q: 3 clusters Score -296066.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -296143.968750 Penalty: 2543.204834
	Iteration 6Q: 3 clusters Score -296144 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -296203.687500 Penalty: 2543.204834
	Iteration 7Q: 3 clusters Score -296203.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -296277.125000 Penalty: 2543.204834
	Iteration 8Q: 3 clusters Score -296277.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -296348.281250 Penalty: 2543.204834
	Iteration 9Q: 3 clusters Score -296348.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -296389.437500 Penalty: 2543.204834
	Iteration 10Q: 3 clusters Score -296389.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -296414.937500 Penalty: 2543.204834
	Iteration 11Q: 3 clusters Score -296414.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -296434.187500 Penalty: 2543.204834
	Iteration 12Q: 3 clusters Score -296434.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -296443.687500 Penalty: 2543.204834
	Iteration 13Q: 3 clusters Score -296443.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -296452.593750 Penalty: 2543.204834
	Iteration 14Q: 3 clusters Score -296452.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296457.656250 Penalty: 2543.204834
	Iteration 15Q: 3 clusters Score -296457.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -296463.218750 Penalty: 2543.204834
	Iteration 16Q: 3 clusters Score -296463.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -296467.625000 Penalty: 2543.204834
	Iteration 17Q: 3 clusters Score -296467.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -296474.187500 Penalty: 2543.204834
	Iteration 18Q: 3 clusters Score -296474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -296477.312500 Penalty: 2543.204834
	Iteration 19Q: 3 clusters Score -296477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -296478.000000 Penalty: 2543.204834
	Iteration 20F: 3 clusters Score -296478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -296478.625000 Penalty: 2543.204834
	Iteration 21Q: 3 clusters Score -296478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -296478.843750 Penalty: 2543.204834
	Iteration 22Q: 3 clusters Score -296478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -296478.843750 Penalty: 2543.204834
	Iteration 23F: 3 clusters Score -296478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Entering Unmasked Estep 
Score: -935307.312500 Penalty: 1459.951660
	Iteration 0F: 2 clusters Score -935307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -929431.812500 Penalty: 2919.903320
	Iteration 0F: 3 clusters Score -929431.8 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -931332.875000 Penalty: 2919.903320
	Iteration 1F: 3 clusters Score -931332.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -931636.312500 Penalty: 2919.903320
	Iteration 2F: 3 clusters Score -931636.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -931882.125000 Penalty: 2919.903320
	Iteration 3F: 3 clusters Score -931882.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -932117.125000 Penalty: 2919.903320
	Iteration 4F: 3 clusters Score -932117.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -932344.812500 Penalty: 2919.903320
	Iteration 5Q: 3 clusters Score -932344.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -932588.812500 Penalty: 2919.903320
	Iteration 6Q: 3 clusters Score -932588.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -932837.875000 Penalty: 2919.903320
	Iteration 7Q: 3 clusters Score -932837.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -933059.687500 Penalty: 2919.903320
	Iteration 8Q: 3 clusters Score -933059.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -933250.937500 Penalty: 2919.903320
	Iteration 9Q: 3 clusters Score -933250.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -933419.125000 Penalty: 2919.903320
	Iteration 10Q: 3 clusters Score -933419.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -933569.187500 Penalty: 2919.903320
	Iteration 11Q: 3 clusters Score -933569.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -933699.187500 Penalty: 2919.903320
	Iteration 12Q: 3 clusters Score -933699.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -933818.937500 Penalty: 2919.903320
	Iteration 13Q: 3 clusters Score -933818.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -933935.125000 Penalty: 2919.903320
	Iteration 14Q: 3 clusters Score -933935.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -934008.750000 Penalty: 2919.903320
	Iteration 15Q: 3 clusters Score -934008.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -934054.437500 Penalty: 2919.903320
	Iteration 16Q: 3 clusters Score -934054.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -934095.500000 Penalty: 2919.903320
	Iteration 17Q: 3 clusters Score -934095.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -934128.000000 Penalty: 2919.903320
	Iteration 18Q: 3 clusters Score -934128 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -934149.937500 Penalty: 2919.903320
	Iteration 19Q: 3 clusters Score -934149.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -934169.500000 Penalty: 2919.903320
	Iteration 20F: 3 clusters Score -934169.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -934185.625000 Penalty: 2919.903320
	Iteration 21Q: 3 clusters Score -934185.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -934203.062500 Penalty: 2919.903320
	Iteration 22Q: 3 clusters Score -934203.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -934216.750000 Penalty: 2919.903320
	Iteration 23Q: 3 clusters Score -934216.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -934228.562500 Penalty: 2919.903320
	Iteration 24Q: 3 clusters Score -934228.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -934242.250000 Penalty: 2919.903320
	Iteration 25Q: 3 clusters Score -934242.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -934256.250000 Penalty: 2919.903320
	Iteration 26Q: 3 clusters Score -934256.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -934269.375000 Penalty: 2919.903320
	Iteration 27Q: 3 clusters Score -934269.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -934280.312500 Penalty: 2919.903320
	Iteration 28Q: 3 clusters Score -934280.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -934289.437500 Penalty: 2919.903320
	Iteration 29Q: 3 clusters Score -934289.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -934292.437500 Penalty: 2919.903320
	Iteration 30Q: 3 clusters Score -934292.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -934303.250000 Penalty: 2919.903320
	Iteration 31Q: 3 clusters Score -934303.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -934312.750000 Penalty: 2919.903320
	Iteration 32Q: 3 clusters Score -934312.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -934322.250000 Penalty: 2919.903320
	Iteration 33Q: 3 clusters Score -934322.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -934335.625000 Penalty: 2919.903320
	Iteration 34Q: 3 clusters Score -934335.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -934343.625000 Penalty: 2919.903320
	Iteration 35Q: 3 clusters Score -934343.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -934349.250000 Penalty: 2919.903320
	Iteration 36Q: 3 clusters Score -934349.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -934355.312500 Penalty: 2919.903320
	Iteration 37Q: 3 clusters Score -934355.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -934357.750000 Penalty: 2919.903320
	Iteration 38Q: 3 clusters Score -934357.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -934364.625000 Penalty: 2919.903320
	Iteration 39Q: 3 clusters Score -934364.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -934369.937500 Penalty: 2919.903320
	Iteration 40F: 3 clusters Score -934369.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -934373.375000 Penalty: 2919.903320
	Iteration 41Q: 3 clusters Score -934373.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -934378.562500 Penalty: 2919.903320
	Iteration 42Q: 3 clusters Score -934378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -934381.062500 Penalty: 2919.903320
	Iteration 43Q: 3 clusters Score -934381.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -934382.312500 Penalty: 2919.903320
	Iteration 44Q: 3 clusters Score -934382.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -934387.500000 Penalty: 2919.903320
	Iteration 45Q: 3 clusters Score -934387.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -934390.312500 Penalty: 2919.903320
	Iteration 46Q: 3 clusters Score -934390.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -934394.062500 Penalty: 2919.903320
	Iteration 47Q: 3 clusters Score -934394.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -934397.625000 Penalty: 2919.903320
	Iteration 48Q: 3 clusters Score -934397.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -934404.250000 Penalty: 2919.903320
	Iteration 49Q: 3 clusters Score -934404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -934411.500000 Penalty: 2919.903320
	Iteration 50Q: 3 clusters Score -934411.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -934417.687500 Penalty: 2919.903320
	Iteration 51Q: 3 clusters Score -934417.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -934422.625000 Penalty: 2919.903320
	Iteration 52Q: 3 clusters Score -934422.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -934429.250000 Penalty: 2919.903320
	Iteration 53Q: 3 clusters Score -934429.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -934437.937500 Penalty: 2919.903320
	Iteration 54Q: 3 clusters Score -934437.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -934445.187500 Penalty: 2919.903320
	Iteration 55Q: 3 clusters Score -934445.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -934451.625000 Penalty: 2919.903320
	Iteration 56Q: 3 clusters Score -934451.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -934455.750000 Penalty: 2919.903320
	Iteration 57Q: 3 clusters Score -934455.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -934460.562500 Penalty: 2919.903320
	Iteration 58Q: 3 clusters Score -934460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -934465.312500 Penalty: 2919.903320
	Iteration 59Q: 3 clusters Score -934465.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -934466.125000 Penalty: 2919.903320
	Iteration 60F: 3 clusters Score -934466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -934469.125000 Penalty: 2919.903320
	Iteration 61Q: 3 clusters Score -934469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -934470.625000 Penalty: 2919.903320
	Iteration 62Q: 3 clusters Score -934470.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -934471.375000 Penalty: 2919.903320
	Iteration 63Q: 3 clusters Score -934471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -934471.875000 Penalty: 2919.903320
	Iteration 64Q: 3 clusters Score -934471.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -934472.687500 Penalty: 2919.903320
	Iteration 65Q: 3 clusters Score -934472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -934470.375000 Penalty: 2919.903320
	Iteration 66Q: 3 clusters Score -934470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -934474.062500 Penalty: 2919.903320
	Iteration 67Q: 3 clusters Score -934474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -934476.812500 Penalty: 2919.903320
	Iteration 68Q: 3 clusters Score -934476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -934476.250000 Penalty: 2919.903320
	Iteration 69Q: 3 clusters Score -934476.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -934476.125000 Penalty: 2919.903320
	Iteration 70Q: 3 clusters Score -934476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -934475.875000 Penalty: 2919.903320
	Iteration 71Q: 3 clusters Score -934475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -934475.687500 Penalty: 2919.903320
	Iteration 72Q: 3 clusters Score -934475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -934475.187500 Penalty: 2919.903320
	Iteration 73Q: 3 clusters Score -934475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -934477.312500 Penalty: 2919.903320
	Iteration 74Q: 3 clusters Score -934477.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -934477.500000 Penalty: 2919.903320
	Iteration 75Q: 3 clusters Score -934477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -934476.875000 Penalty: 2919.903320
	Iteration 76Q: 3 clusters Score -934476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -934478.187500 Penalty: 2919.903320
	Iteration 77Q: 3 clusters Score -934478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -934478.187500 Penalty: 2919.903320
	Iteration 78F: 3 clusters Score -934478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Entering Unmasked Estep 
Score: -10752094.000000 Penalty: 1842.198486
	Iteration 0F: 2 clusters Score -1.075209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -10696619.000000 Penalty: 3684.396973
	Iteration 0F: 3 clusters Score -1.069662e+07 nChanged 39885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -10720608.000000 Penalty: 3684.396973
	Iteration 1F: 3 clusters Score -1.072061e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -10722135.000000 Penalty: 3684.396973
	Iteration 2Q: 3 clusters Score -1.072214e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -10724069.000000 Penalty: 3684.396973
	Iteration 3F: 3 clusters Score -1.072407e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -10726527.000000 Penalty: 3684.396973
	Iteration 4F: 3 clusters Score -1.072653e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -10729463.000000 Penalty: 3684.396973
	Iteration 5F: 3 clusters Score -1.072946e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -10733064.000000 Penalty: 3684.396973
	Iteration 6F: 3 clusters Score -1.073306e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -10737184.000000 Penalty: 3684.396973
	Iteration 7F: 3 clusters Score -1.073718e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -10741140.000000 Penalty: 3684.396973
	Iteration 8F: 3 clusters Score -1.074114e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -10744689.000000 Penalty: 3684.396973
	Iteration 9Q: 3 clusters Score -1.074469e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -10747351.000000 Penalty: 3684.396973
	Iteration 10Q: 3 clusters Score -1.074735e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -10748821.000000 Penalty: 3684.396973
	Iteration 11Q: 3 clusters Score -1.074882e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -10749625.000000 Penalty: 3684.396973
	Iteration 12Q: 3 clusters Score -1.074962e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -10750025.000000 Penalty: 3684.396973
	Iteration 13Q: 3 clusters Score -1.075002e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -10750192.000000 Penalty: 3684.396973
	Iteration 14Q: 3 clusters Score -1.075019e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 83146 members 
Entering Unmasked Estep 
Score: -10750309.000000 Penalty: 3684.396973
	Iteration 15Q: 3 clusters Score -1.075031e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 83215 members 
Entering Unmasked Estep 
Score: -10750353.000000 Penalty: 3684.396973
	Iteration 16Q: 3 clusters Score -1.075035e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -10750399.000000 Penalty: 3684.396973
	Iteration 17Q: 3 clusters Score -1.07504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -10750416.000000 Penalty: 3684.396973
	Iteration 18Q: 3 clusters Score -1.075042e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -10750421.000000 Penalty: 3684.396973
	Iteration 19Q: 3 clusters Score -1.075042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -10750444.000000 Penalty: 3684.396973
	Iteration 20F: 3 clusters Score -1.075044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -10750450.000000 Penalty: 3684.396973
	Iteration 21Q: 3 clusters Score -1.075045e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -10750456.000000 Penalty: 3684.396973
	Iteration 22Q: 3 clusters Score -1.075046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -10750464.000000 Penalty: 3684.396973
	Iteration 23Q: 3 clusters Score -1.075046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -10750467.000000 Penalty: 3684.396973
	Iteration 24Q: 3 clusters Score -1.075047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -10750466.000000 Penalty: 3684.396973
	Iteration 25Q: 3 clusters Score -1.075047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -10750471.000000 Penalty: 3684.396973
	Iteration 26Q: 3 clusters Score -1.075047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -10750467.000000 Penalty: 3684.396973
	Iteration 27Q: 3 clusters Score -1.075047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -10750469.000000 Penalty: 3684.396973
	Iteration 28Q: 3 clusters Score -1.075047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 83378 members 
Entering Unmasked Estep 
Score: -10750462.000000 Penalty: 3684.396973
	Iteration 29Q: 3 clusters Score -1.075046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -10750473.000000 Penalty: 3684.396973
	Iteration 30Q: 3 clusters Score -1.075047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -10750472.000000 Penalty: 3684.396973
	Iteration 31Q: 3 clusters Score -1.075047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -10750476.000000 Penalty: 3684.396973
	Iteration 32Q: 3 clusters Score -1.075048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 83391 members 
Entering Unmasked Estep 
Score: -10750481.000000 Penalty: 3684.396973
	Iteration 33Q: 3 clusters Score -1.075048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 83394 members 
Entering Unmasked Estep 
Score: -10750480.000000 Penalty: 3684.396973
	Iteration 34Q: 3 clusters Score -1.075048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -10750476.000000 Penalty: 3684.396973
	Iteration 35Q: 3 clusters Score -1.075048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -10750489.000000 Penalty: 3684.396973
	Iteration 36Q: 3 clusters Score -1.075049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -10750489.000000 Penalty: 3684.396973
	Iteration 37Q: 3 clusters Score -1.075049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -10750487.000000 Penalty: 3684.396973
	Iteration 38Q: 3 clusters Score -1.075049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -10750489.000000 Penalty: 3684.396973
	Iteration 39Q: 3 clusters Score -1.075049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -10750495.000000 Penalty: 3684.396973
	Iteration 40F: 3 clusters Score -1.07505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -10750504.000000 Penalty: 3684.396973
	Iteration 41Q: 3 clusters Score -1.07505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -10750502.000000 Penalty: 3684.396973
	Iteration 42Q: 3 clusters Score -1.07505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -10750502.000000 Penalty: 3684.396973
	Iteration 43F: 3 clusters Score -1.07505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Entering Unmasked Estep 
Score: -2399546.750000 Penalty: 1596.674316
	Iteration 0F: 2 clusters Score -2399547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2386964.500000 Penalty: 3193.348633
	Iteration 0F: 3 clusters Score -2386964 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2391383.250000 Penalty: 3193.348633
	Iteration 1F: 3 clusters Score -2391383 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2391748.500000 Penalty: 3193.348633
	Iteration 2F: 3 clusters Score -2391748 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2392146.250000 Penalty: 3193.348633
	Iteration 3F: 3 clusters Score -2392146 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2392628.250000 Penalty: 3193.348633
	Iteration 4F: 3 clusters Score -2392628 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2393278.500000 Penalty: 3193.348633
	Iteration 5F: 3 clusters Score -2393278 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2394100.000000 Penalty: 3193.348633
	Iteration 6F: 3 clusters Score -2394100 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2395096.250000 Penalty: 3193.348633
	Iteration 7F: 3 clusters Score -2395096 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2396111.500000 Penalty: 3193.348633
	Iteration 8F: 3 clusters Score -2396112 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2396984.500000 Penalty: 3193.348633
	Iteration 9F: 3 clusters Score -2396984 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2397528.500000 Penalty: 3193.348633
	Iteration 10Q: 3 clusters Score -2397528 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2397794.750000 Penalty: 3193.348633
	Iteration 11Q: 3 clusters Score -2397795 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2397942.250000 Penalty: 3193.348633
	Iteration 12Q: 3 clusters Score -2397942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2398030.500000 Penalty: 3193.348633
	Iteration 13Q: 3 clusters Score -2398030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2398085.250000 Penalty: 3193.348633
	Iteration 14Q: 3 clusters Score -2398085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2398115.750000 Penalty: 3193.348633
	Iteration 15Q: 3 clusters Score -2398116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2398136.500000 Penalty: 3193.348633
	Iteration 16Q: 3 clusters Score -2398136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2398152.500000 Penalty: 3193.348633
	Iteration 17Q: 3 clusters Score -2398152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -2398164.750000 Penalty: 3193.348633
	Iteration 18Q: 3 clusters Score -2398165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2398170.500000 Penalty: 3193.348633
	Iteration 19Q: 3 clusters Score -2398170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2398176.750000 Penalty: 3193.348633
	Iteration 20F: 3 clusters Score -2398177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -2398180.500000 Penalty: 3193.348633
	Iteration 21Q: 3 clusters Score -2398180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2398184.500000 Penalty: 3193.348633
	Iteration 22Q: 3 clusters Score -2398184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2398188.000000 Penalty: 3193.348633
	Iteration 23Q: 3 clusters Score -2398188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2398195.750000 Penalty: 3193.348633
	Iteration 24Q: 3 clusters Score -2398196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2398195.250000 Penalty: 3193.348633
	Iteration 25Q: 3 clusters Score -2398195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2398195.250000 Penalty: 3193.348633
	Iteration 26F: 3 clusters Score -2398195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -15335.682617 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -15335.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -14670.378906 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -14670.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14880.385742 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -14880.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -14959.201172 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -14959.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -15012.751953 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -15012.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15111.178711 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -15111.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -15249.018555 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -15249.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15303.829102 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -15303.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15306.249023 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -15306.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -15306.249023 Penalty: 1782.559082
	Iteration 8F: 3 clusters Score -15306.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Entering Unmasked Estep 
Score: -2368708.000000 Penalty: 1600.630493
	Iteration 0F: 2 clusters Score -2368708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2355681.750000 Penalty: 3201.260986
	Iteration 0F: 3 clusters Score -2355682 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2360332.000000 Penalty: 3201.260986
	Iteration 1F: 3 clusters Score -2360332 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2360665.000000 Penalty: 3201.260986
	Iteration 2Q: 3 clusters Score -2360665 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2360980.000000 Penalty: 3201.260986
	Iteration 3Q: 3 clusters Score -2360980 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2361387.250000 Penalty: 3201.260986
	Iteration 4Q: 3 clusters Score -2361387 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2362019.250000 Penalty: 3201.260986
	Iteration 5F: 3 clusters Score -2362019 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2362908.250000 Penalty: 3201.260986
	Iteration 6F: 3 clusters Score -2362908 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2363927.250000 Penalty: 3201.260986
	Iteration 7F: 3 clusters Score -2363927 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2364946.500000 Penalty: 3201.260986
	Iteration 8F: 3 clusters Score -2364946 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2365828.250000 Penalty: 3201.260986
	Iteration 9F: 3 clusters Score -2365828 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2366444.000000 Penalty: 3201.260986
	Iteration 10Q: 3 clusters Score -2366444 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2366842.500000 Penalty: 3201.260986
	Iteration 11Q: 3 clusters Score -2366842 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2367041.500000 Penalty: 3201.260986
	Iteration 12Q: 3 clusters Score -2367042 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2367161.250000 Penalty: 3201.260986
	Iteration 13Q: 3 clusters Score -2367161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2367220.500000 Penalty: 3201.260986
	Iteration 14Q: 3 clusters Score -2367220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2367258.750000 Penalty: 3201.260986
	Iteration 15Q: 3 clusters Score -2367259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2367287.250000 Penalty: 3201.260986
	Iteration 16Q: 3 clusters Score -2367287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2367299.250000 Penalty: 3201.260986
	Iteration 17Q: 3 clusters Score -2367299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2367311.500000 Penalty: 3201.260986
	Iteration 18Q: 3 clusters Score -2367312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2367319.750000 Penalty: 3201.260986
	Iteration 19Q: 3 clusters Score -2367320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2367323.500000 Penalty: 3201.260986
	Iteration 20F: 3 clusters Score -2367324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2367335.750000 Penalty: 3201.260986
	Iteration 21Q: 3 clusters Score -2367336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367340.750000 Penalty: 3201.260986
	Iteration 22Q: 3 clusters Score -2367341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2367344.500000 Penalty: 3201.260986
	Iteration 23Q: 3 clusters Score -2367344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367349.750000 Penalty: 3201.260986
	Iteration 24Q: 3 clusters Score -2367350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367352.000000 Penalty: 3201.260986
	Iteration 25Q: 3 clusters Score -2367352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367354.000000 Penalty: 3201.260986
	Iteration 26Q: 3 clusters Score -2367354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367358.500000 Penalty: 3201.260986
	Iteration 27Q: 3 clusters Score -2367358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2367359.500000 Penalty: 3201.260986
	Iteration 28Q: 3 clusters Score -2367360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2367359.500000 Penalty: 3201.260986
	Iteration 29Q: 3 clusters Score -2367360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2367362.000000 Penalty: 3201.260986
	Iteration 30Q: 3 clusters Score -2367362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2367365.250000 Penalty: 3201.260986
	Iteration 31Q: 3 clusters Score -2367365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2367367.750000 Penalty: 3201.260986
	Iteration 32Q: 3 clusters Score -2367368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2367370.500000 Penalty: 3201.260986
	Iteration 33Q: 3 clusters Score -2367370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2367371.750000 Penalty: 3201.260986
	Iteration 34Q: 3 clusters Score -2367372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2367373.250000 Penalty: 3201.260986
	Iteration 35Q: 3 clusters Score -2367373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2367376.750000 Penalty: 3201.260986
	Iteration 36Q: 3 clusters Score -2367377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2367379.000000 Penalty: 3201.260986
	Iteration 37Q: 3 clusters Score -2367379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367378.750000 Penalty: 3201.260986
	Iteration 38Q: 3 clusters Score -2367379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2367378.750000 Penalty: 3201.260986
	Iteration 39F: 3 clusters Score -2367379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Entering Unmasked Estep 
Score: -78535.843750 Penalty: 1074.019287
	Iteration 0F: 2 clusters Score -78535.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77296.757812 Penalty: 2148.038574
	Iteration 0F: 3 clusters Score -77296.76 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77617.593750 Penalty: 2148.038574
	Iteration 1F: 3 clusters Score -77617.59 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77779.320312 Penalty: 2148.038574
	Iteration 2F: 3 clusters Score -77779.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77875.375000 Penalty: 2148.038574
	Iteration 3F: 3 clusters Score -77875.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77935.875000 Penalty: 2148.038574
	Iteration 4Q: 3 clusters Score -77935.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78048.046875 Penalty: 2148.038574
	Iteration 5Q: 3 clusters Score -78048.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78118.742188 Penalty: 2148.038574
	Iteration 6Q: 3 clusters Score -78118.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78156.312500 Penalty: 2148.038574
	Iteration 7Q: 3 clusters Score -78156.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78170.554688 Penalty: 2148.038574
	Iteration 8Q: 3 clusters Score -78170.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78183.562500 Penalty: 2148.038574
	Iteration 9Q: 3 clusters Score -78183.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78203.085938 Penalty: 2148.038574
	Iteration 10Q: 3 clusters Score -78203.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78208.304688 Penalty: 2148.038574
	Iteration 11Q: 3 clusters Score -78208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78209.726562 Penalty: 2148.038574
	Iteration 12Q: 3 clusters Score -78209.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78212.195312 Penalty: 2148.038574
	Iteration 13Q: 3 clusters Score -78212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78212.921875 Penalty: 2148.038574
	Iteration 14Q: 3 clusters Score -78212.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78215.125000 Penalty: 2148.038574
	Iteration 15F: 3 clusters Score -78215.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78225.687500 Penalty: 2148.038574
	Iteration 16Q: 3 clusters Score -78225.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -78250.515625 Penalty: 2148.038574
	Iteration 17Q: 3 clusters Score -78250.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78256.210938 Penalty: 2148.038574
	Iteration 18Q: 3 clusters Score -78256.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78259.015625 Penalty: 2148.038574
	Iteration 19Q: 3 clusters Score -78259.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78259.781250 Penalty: 2148.038574
	Iteration 20F: 3 clusters Score -78259.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78260.070312 Penalty: 2148.038574
	Iteration 21Q: 3 clusters Score -78260.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -78260.070312 Penalty: 2148.038574
	Iteration 22F: 3 clusters Score -78260.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -29064.939453 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -29064.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28241.576172 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -28241.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28324.876953 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -28324.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28344.933594 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -28344.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28355.154297 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -28355.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28355.154297 Penalty: 1781.207642
	Iteration 4F: 3 clusters Score -28355.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -46373.757812 Penalty: 986.869751
	Iteration 0F: 2 clusters Score -46373.76 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 201 members 
Entering Unmasked Estep 
Score: -45425.980469 Penalty: 1973.739502
	Iteration 0F: 3 clusters Score -45425.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45598.679688 Penalty: 1973.739502
	Iteration 1F: 3 clusters Score -45598.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45645.304688 Penalty: 1973.739502
	Iteration 2F: 3 clusters Score -45645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45662.683594 Penalty: 1973.739502
	Iteration 3Q: 3 clusters Score -45662.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45671.906250 Penalty: 1973.739502
	Iteration 4Q: 3 clusters Score -45671.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45674.046875 Penalty: 1973.739502
	Iteration 5Q: 3 clusters Score -45674.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45674.964844 Penalty: 1973.739502
	Iteration 6Q: 3 clusters Score -45674.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45674.964844 Penalty: 1973.739502
	Iteration 7F: 3 clusters Score -45674.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1284853.875000 Penalty: 1501.325806
	Iteration 0F: 2 clusters Score -1284854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1277632.875000 Penalty: 3002.651611
	Iteration 0F: 3 clusters Score -1277633 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1280131.875000 Penalty: 3002.651611
	Iteration 1F: 3 clusters Score -1280132 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1280592.500000 Penalty: 3002.651611
	Iteration 2F: 3 clusters Score -1280592 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1281025.125000 Penalty: 3002.651611
	Iteration 3F: 3 clusters Score -1281025 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1281403.000000 Penalty: 3002.651611
	Iteration 4F: 3 clusters Score -1281403 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1281725.125000 Penalty: 3002.651611
	Iteration 5F: 3 clusters Score -1281725 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1282069.125000 Penalty: 3002.651611
	Iteration 6Q: 3 clusters Score -1282069 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1282401.625000 Penalty: 3002.651611
	Iteration 7Q: 3 clusters Score -1282402 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1282677.750000 Penalty: 3002.651611
	Iteration 8Q: 3 clusters Score -1282678 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1282915.875000 Penalty: 3002.651611
	Iteration 9Q: 3 clusters Score -1282916 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1283107.500000 Penalty: 3002.651611
	Iteration 10Q: 3 clusters Score -1283108 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1283275.250000 Penalty: 3002.651611
	Iteration 11Q: 3 clusters Score -1283275 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1283429.375000 Penalty: 3002.651611
	Iteration 12Q: 3 clusters Score -1283429 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1283531.750000 Penalty: 3002.651611
	Iteration 13Q: 3 clusters Score -1283532 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1283621.125000 Penalty: 3002.651611
	Iteration 14Q: 3 clusters Score -1283621 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1283705.125000 Penalty: 3002.651611
	Iteration 15Q: 3 clusters Score -1283705 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1283778.375000 Penalty: 3002.651611
	Iteration 16Q: 3 clusters Score -1283778 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1283832.875000 Penalty: 3002.651611
	Iteration 17Q: 3 clusters Score -1283833 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1283895.500000 Penalty: 3002.651611
	Iteration 18Q: 3 clusters Score -1283896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1283962.000000 Penalty: 3002.651611
	Iteration 19Q: 3 clusters Score -1283962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1284040.125000 Penalty: 3002.651611
	Iteration 20F: 3 clusters Score -1284040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1284107.125000 Penalty: 3002.651611
	Iteration 21Q: 3 clusters Score -1284107 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1284179.875000 Penalty: 3002.651611
	Iteration 22Q: 3 clusters Score -1284180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1284234.250000 Penalty: 3002.651611
	Iteration 23Q: 3 clusters Score -1284234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1284286.500000 Penalty: 3002.651611
	Iteration 24Q: 3 clusters Score -1284286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1284314.125000 Penalty: 3002.651611
	Iteration 25Q: 3 clusters Score -1284314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1284344.750000 Penalty: 3002.651611
	Iteration 26Q: 3 clusters Score -1284345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1284372.250000 Penalty: 3002.651611
	Iteration 27Q: 3 clusters Score -1284372 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1284392.125000 Penalty: 3002.651611
	Iteration 28Q: 3 clusters Score -1284392 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1284405.250000 Penalty: 3002.651611
	Iteration 29Q: 3 clusters Score -1284405 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1284418.375000 Penalty: 3002.651611
	Iteration 30Q: 3 clusters Score -1284418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1284431.125000 Penalty: 3002.651611
	Iteration 31Q: 3 clusters Score -1284431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1284439.500000 Penalty: 3002.651611
	Iteration 32Q: 3 clusters Score -1284440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1284447.750000 Penalty: 3002.651611
	Iteration 33Q: 3 clusters Score -1284448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1284453.750000 Penalty: 3002.651611
	Iteration 34Q: 3 clusters Score -1284454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1284458.625000 Penalty: 3002.651611
	Iteration 35Q: 3 clusters Score -1284459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1284467.500000 Penalty: 3002.651611
	Iteration 36Q: 3 clusters Score -1284468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1284467.875000 Penalty: 3002.651611
	Iteration 37Q: 3 clusters Score -1284468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1284469.750000 Penalty: 3002.651611
	Iteration 38Q: 3 clusters Score -1284470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1284474.500000 Penalty: 3002.651611
	Iteration 39Q: 3 clusters Score -1284474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1284474.500000 Penalty: 3002.651611
	Iteration 40F: 3 clusters Score -1284474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1284475.625000 Penalty: 3002.651611
	Iteration 41Q: 3 clusters Score -1284476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1284476.750000 Penalty: 3002.651611
	Iteration 42Q: 3 clusters Score -1284477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1284477.750000 Penalty: 3002.651611
	Iteration 43Q: 3 clusters Score -1284478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1284477.375000 Penalty: 3002.651611
	Iteration 44Q: 3 clusters Score -1284477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1284479.375000 Penalty: 3002.651611
	Iteration 45Q: 3 clusters Score -1284479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1284479.250000 Penalty: 3002.651611
	Iteration 46Q: 3 clusters Score -1284479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1284480.500000 Penalty: 3002.651611
	Iteration 47Q: 3 clusters Score -1284480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1284480.000000 Penalty: 3002.651611
	Iteration 48Q: 3 clusters Score -1284480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1284480.750000 Penalty: 3002.651611
	Iteration 49Q: 3 clusters Score -1284481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1284481.125000 Penalty: 3002.651611
	Iteration 50Q: 3 clusters Score -1284481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1284481.500000 Penalty: 3002.651611
	Iteration 51Q: 3 clusters Score -1284482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1284481.500000 Penalty: 3002.651611
	Iteration 52F: 3 clusters Score -1284482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Entering Unmasked Estep 
Score: -1524471.625000 Penalty: 1527.548584
	Iteration 0F: 2 clusters Score -1524472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1516051.500000 Penalty: 3055.097168
	Iteration 0F: 3 clusters Score -1516052 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1519141.375000 Penalty: 3055.097168
	Iteration 1F: 3 clusters Score -1519141 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1519625.375000 Penalty: 3055.097168
	Iteration 2F: 3 clusters Score -1519625 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1520084.000000 Penalty: 3055.097168
	Iteration 3F: 3 clusters Score -1520084 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1520511.250000 Penalty: 3055.097168
	Iteration 4F: 3 clusters Score -1520511 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1520955.125000 Penalty: 3055.097168
	Iteration 5F: 3 clusters Score -1520955 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1521464.875000 Penalty: 3055.097168
	Iteration 6F: 3 clusters Score -1521465 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1522004.125000 Penalty: 3055.097168
	Iteration 7F: 3 clusters Score -1522004 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1522496.000000 Penalty: 3055.097168
	Iteration 8Q: 3 clusters Score -1522496 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1522917.875000 Penalty: 3055.097168
	Iteration 9Q: 3 clusters Score -1522918 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1523225.000000 Penalty: 3055.097168
	Iteration 10Q: 3 clusters Score -1523225 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1523433.750000 Penalty: 3055.097168
	Iteration 11Q: 3 clusters Score -1523434 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1523579.875000 Penalty: 3055.097168
	Iteration 12Q: 3 clusters Score -1523580 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1523661.375000 Penalty: 3055.097168
	Iteration 13Q: 3 clusters Score -1523661 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1523724.125000 Penalty: 3055.097168
	Iteration 14Q: 3 clusters Score -1523724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1523751.000000 Penalty: 3055.097168
	Iteration 15Q: 3 clusters Score -1523751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1523770.125000 Penalty: 3055.097168
	Iteration 16Q: 3 clusters Score -1523770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1523782.625000 Penalty: 3055.097168
	Iteration 17Q: 3 clusters Score -1523783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1523788.625000 Penalty: 3055.097168
	Iteration 18Q: 3 clusters Score -1523789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1523799.375000 Penalty: 3055.097168
	Iteration 19Q: 3 clusters Score -1523799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1523807.875000 Penalty: 3055.097168
	Iteration 20F: 3 clusters Score -1523808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1523820.500000 Penalty: 3055.097168
	Iteration 21Q: 3 clusters Score -1523820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1523826.500000 Penalty: 3055.097168
	Iteration 22Q: 3 clusters Score -1523826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1523829.750000 Penalty: 3055.097168
	Iteration 23Q: 3 clusters Score -1523830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1523838.125000 Penalty: 3055.097168
	Iteration 24Q: 3 clusters Score -1523838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1523838.250000 Penalty: 3055.097168
	Iteration 25Q: 3 clusters Score -1523838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1523840.625000 Penalty: 3055.097168
	Iteration 26Q: 3 clusters Score -1523841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1523842.125000 Penalty: 3055.097168
	Iteration 27Q: 3 clusters Score -1523842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1523840.500000 Penalty: 3055.097168
	Iteration 28Q: 3 clusters Score -1523840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1523840.500000 Penalty: 3055.097168
	Iteration 29F: 3 clusters Score -1523840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Entering Unmasked Estep 
Score: -2880760.750000 Penalty: 1634.656128
	Iteration 0F: 2 clusters Score -2880761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2865048.250000 Penalty: 3269.312256
	Iteration 0F: 3 clusters Score -2865048 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2870844.250000 Penalty: 3269.312256
	Iteration 1F: 3 clusters Score -2870844 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2871206.000000 Penalty: 3269.312256
	Iteration 2Q: 3 clusters Score -2871206 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2871591.500000 Penalty: 3269.312256
	Iteration 3Q: 3 clusters Score -2871592 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2871955.750000 Penalty: 3269.312256
	Iteration 4Q: 3 clusters Score -2871956 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2872402.500000 Penalty: 3269.312256
	Iteration 5Q: 3 clusters Score -2872402 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2872953.750000 Penalty: 3269.312256
	Iteration 6Q: 3 clusters Score -2872954 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2873610.000000 Penalty: 3269.312256
	Iteration 7F: 3 clusters Score -2873610 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2874451.750000 Penalty: 3269.312256
	Iteration 8F: 3 clusters Score -2874452 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2875386.750000 Penalty: 3269.312256
	Iteration 9F: 3 clusters Score -2875387 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2876352.000000 Penalty: 3269.312256
	Iteration 10F: 3 clusters Score -2876352 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2877234.500000 Penalty: 3269.312256
	Iteration 11Q: 3 clusters Score -2877234 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2877908.250000 Penalty: 3269.312256
	Iteration 12Q: 3 clusters Score -2877908 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2878354.500000 Penalty: 3269.312256
	Iteration 13Q: 3 clusters Score -2878354 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2878678.750000 Penalty: 3269.312256
	Iteration 14Q: 3 clusters Score -2878679 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2878915.250000 Penalty: 3269.312256
	Iteration 15Q: 3 clusters Score -2878915 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2879063.250000 Penalty: 3269.312256
	Iteration 16Q: 3 clusters Score -2879063 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2879178.250000 Penalty: 3269.312256
	Iteration 17Q: 3 clusters Score -2879178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2879283.750000 Penalty: 3269.312256
	Iteration 18Q: 3 clusters Score -2879284 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2879361.250000 Penalty: 3269.312256
	Iteration 19Q: 3 clusters Score -2879361 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2879413.500000 Penalty: 3269.312256
	Iteration 20F: 3 clusters Score -2879414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2879469.250000 Penalty: 3269.312256
	Iteration 21Q: 3 clusters Score -2879469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2879499.500000 Penalty: 3269.312256
	Iteration 22Q: 3 clusters Score -2879500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2879524.750000 Penalty: 3269.312256
	Iteration 23Q: 3 clusters Score -2879525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2879538.750000 Penalty: 3269.312256
	Iteration 24Q: 3 clusters Score -2879539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2879540.250000 Penalty: 3269.312256
	Iteration 25Q: 3 clusters Score -2879540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2879549.750000 Penalty: 3269.312256
	Iteration 26Q: 3 clusters Score -2879550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2879554.250000 Penalty: 3269.312256
	Iteration 27Q: 3 clusters Score -2879554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2879551.250000 Penalty: 3269.312256
	Iteration 28Q: 3 clusters Score -2879551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2879557.000000 Penalty: 3269.312256
	Iteration 29Q: 3 clusters Score -2879557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2879555.750000 Penalty: 3269.312256
	Iteration 30Q: 3 clusters Score -2879556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2879555.750000 Penalty: 3269.312256
	Iteration 31F: 3 clusters Score -2879556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (113884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113884 members 
Entering Unmasked Estep 
Score: -14612861.000000 Penalty: 1891.977051
	Iteration 0F: 2 clusters Score -1.461286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -14541083.000000 Penalty: 3783.954102
	Iteration 0F: 3 clusters Score -1.454108e+07 nChanged 55004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -14573977.000000 Penalty: 3783.954102
	Iteration 1F: 3 clusters Score -1.457398e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -14575047.000000 Penalty: 3783.954102
	Iteration 2Q: 3 clusters Score -1.457505e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -14576787.000000 Penalty: 3783.954102
	Iteration 3Q: 3 clusters Score -1.457679e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -14579434.000000 Penalty: 3783.954102
	Iteration 4Q: 3 clusters Score -1.457943e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72430 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -14583686.000000 Penalty: 3783.954102
	Iteration 5F: 3 clusters Score -1.458369e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -14589425.000000 Penalty: 3783.954102
	Iteration 6F: 3 clusters Score -1.458942e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -14595415.000000 Penalty: 3783.954102
	Iteration 7F: 3 clusters Score -1.459542e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83567 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -14599835.000000 Penalty: 3783.954102
	Iteration 8F: 3 clusters Score -1.459984e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -14602318.000000 Penalty: 3783.954102
	Iteration 9Q: 3 clusters Score -1.460232e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86263 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -14603858.000000 Penalty: 3783.954102
	Iteration 10Q: 3 clusters Score -1.460386e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -14605146.000000 Penalty: 3783.954102
	Iteration 11Q: 3 clusters Score -1.460515e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -14606559.000000 Penalty: 3783.954102
	Iteration 12Q: 3 clusters Score -1.460656e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -14608078.000000 Penalty: 3783.954102
	Iteration 13Q: 3 clusters Score -1.460808e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88091 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -14609498.000000 Penalty: 3783.954102
	Iteration 14Q: 3 clusters Score -1.46095e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -14610722.000000 Penalty: 3783.954102
	Iteration 15Q: 3 clusters Score -1.461072e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -14611643.000000 Penalty: 3783.954102
	Iteration 16Q: 3 clusters Score -1.461164e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -14612424.000000 Penalty: 3783.954102
	Iteration 17Q: 3 clusters Score -1.461242e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -14613051.000000 Penalty: 3783.954102
	Iteration 18Q: 3 clusters Score -1.461305e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -14613688.000000 Penalty: 3783.954102
	Iteration 19Q: 3 clusters Score -1.461369e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -14614272.000000 Penalty: 3783.954102
	Iteration 20F: 3 clusters Score -1.461427e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81355 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -14614764.000000 Penalty: 3783.954102
	Iteration 21Q: 3 clusters Score -1.461476e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -14615209.000000 Penalty: 3783.954102
	Iteration 22Q: 3 clusters Score -1.461521e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -14615669.000000 Penalty: 3783.954102
	Iteration 23Q: 3 clusters Score -1.461567e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77501 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -14616041.000000 Penalty: 3783.954102
	Iteration 24Q: 3 clusters Score -1.461604e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -14616475.000000 Penalty: 3783.954102
	Iteration 25Q: 3 clusters Score -1.461648e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -14616800.000000 Penalty: 3783.954102
	Iteration 26Q: 3 clusters Score -1.46168e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73923 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -14617085.000000 Penalty: 3783.954102
	Iteration 27Q: 3 clusters Score -1.461708e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -14617307.000000 Penalty: 3783.954102
	Iteration 28Q: 3 clusters Score -1.461731e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -14617520.000000 Penalty: 3783.954102
	Iteration 29Q: 3 clusters Score -1.461752e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71185 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -14617662.000000 Penalty: 3783.954102
	Iteration 30Q: 3 clusters Score -1.461766e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -14617840.000000 Penalty: 3783.954102
	Iteration 31Q: 3 clusters Score -1.461784e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -14617931.000000 Penalty: 3783.954102
	Iteration 32Q: 3 clusters Score -1.461793e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69068 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -14618051.000000 Penalty: 3783.954102
	Iteration 33Q: 3 clusters Score -1.461805e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68480 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -14618126.000000 Penalty: 3783.954102
	Iteration 34Q: 3 clusters Score -1.461813e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -14618111.000000 Penalty: 3783.954102
	Iteration 35Q: 3 clusters Score -1.461811e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -14618145.000000 Penalty: 3783.954102
	Iteration 36Q: 3 clusters Score -1.461814e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -14618186.000000 Penalty: 3783.954102
	Iteration 37Q: 3 clusters Score -1.461819e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -14618189.000000 Penalty: 3783.954102
	Iteration 38Q: 3 clusters Score -1.461819e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -14618208.000000 Penalty: 3783.954102
	Iteration 39Q: 3 clusters Score -1.461821e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -14618255.000000 Penalty: 3783.954102
	Iteration 40F: 3 clusters Score -1.461826e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65424 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -14618272.000000 Penalty: 3783.954102
	Iteration 41Q: 3 clusters Score -1.461827e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65176 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -14618277.000000 Penalty: 3783.954102
	Iteration 42Q: 3 clusters Score -1.461828e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -14618289.000000 Penalty: 3783.954102
	Iteration 43Q: 3 clusters Score -1.461829e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -14618299.000000 Penalty: 3783.954102
	Iteration 44Q: 3 clusters Score -1.46183e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -14618375.000000 Penalty: 3783.954102
	Iteration 45Q: 3 clusters Score -1.461838e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -14618411.000000 Penalty: 3783.954102
	Iteration 46Q: 3 clusters Score -1.461841e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -14618411.000000 Penalty: 3783.954102
	Iteration 47Q: 3 clusters Score -1.461841e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -14618402.000000 Penalty: 3783.954102
	Iteration 48Q: 3 clusters Score -1.46184e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -14618413.000000 Penalty: 3783.954102
	Iteration 49Q: 3 clusters Score -1.461841e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -14618405.000000 Penalty: 3783.954102
	Iteration 50Q: 3 clusters Score -1.46184e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63525 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -14618428.000000 Penalty: 3783.954102
	Iteration 51Q: 3 clusters Score -1.461843e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -14618459.000000 Penalty: 3783.954102
	Iteration 52Q: 3 clusters Score -1.461846e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63321 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -14618462.000000 Penalty: 3783.954102
	Iteration 53Q: 3 clusters Score -1.461846e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63218 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -14618442.000000 Penalty: 3783.954102
	Iteration 54Q: 3 clusters Score -1.461844e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -14618467.000000 Penalty: 3783.954102
	Iteration 55Q: 3 clusters Score -1.461847e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63083 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -14618457.000000 Penalty: 3783.954102
	Iteration 56Q: 3 clusters Score -1.461846e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -14618450.000000 Penalty: 3783.954102
	Iteration 57Q: 3 clusters Score -1.461845e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62975 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -14618451.000000 Penalty: 3783.954102
	Iteration 58Q: 3 clusters Score -1.461845e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -14618466.000000 Penalty: 3783.954102
	Iteration 59Q: 3 clusters Score -1.461847e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 51012 members 
Entering Unmasked Estep 
Score: -14618481.000000 Penalty: 3783.954102
	Iteration 60F: 3 clusters Score -1.461848e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -14618470.000000 Penalty: 3783.954102
	Iteration 61Q: 3 clusters Score -1.461847e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -14618468.000000 Penalty: 3783.954102
	Iteration 62Q: 3 clusters Score -1.461847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -14618470.000000 Penalty: 3783.954102
	Iteration 63Q: 3 clusters Score -1.461847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 51158 members 
Entering Unmasked Estep 
Score: -14618469.000000 Penalty: 3783.954102
	Iteration 64Q: 3 clusters Score -1.461847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -14618457.000000 Penalty: 3783.954102
	Iteration 65Q: 3 clusters Score -1.461846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -14618455.000000 Penalty: 3783.954102
	Iteration 66Q: 3 clusters Score -1.461846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62675 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -14618458.000000 Penalty: 3783.954102
	Iteration 67Q: 3 clusters Score -1.461846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -14618458.000000 Penalty: 3783.954102
	Iteration 68Q: 3 clusters Score -1.461846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -14618467.000000 Penalty: 3783.954102
	Iteration 69Q: 3 clusters Score -1.461847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -14618469.000000 Penalty: 3783.954102
	Iteration 70Q: 3 clusters Score -1.461847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62641 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -14618474.000000 Penalty: 3783.954102
	Iteration 71Q: 3 clusters Score -1.461847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62633 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -14618475.000000 Penalty: 3783.954102
	Iteration 72Q: 3 clusters Score -1.461848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62624 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -14618451.000000 Penalty: 3783.954102
	Iteration 73Q: 3 clusters Score -1.461845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62614 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -14618449.000000 Penalty: 3783.954102
	Iteration 74Q: 3 clusters Score -1.461845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -14618451.000000 Penalty: 3783.954102
	Iteration 75Q: 3 clusters Score -1.461845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -14618442.000000 Penalty: 3783.954102
	Iteration 76Q: 3 clusters Score -1.461844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -14618452.000000 Penalty: 3783.954102
	Iteration 77Q: 3 clusters Score -1.461845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -14618454.000000 Penalty: 3783.954102
	Iteration 78Q: 3 clusters Score -1.461845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -14618448.000000 Penalty: 3783.954102
	Iteration 79Q: 3 clusters Score -1.461845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -14618439.000000 Penalty: 3783.954102
	Iteration 80F: 3 clusters Score -1.461844e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -14618435.000000 Penalty: 3783.954102
	Iteration 81Q: 3 clusters Score -1.461844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -14618450.000000 Penalty: 3783.954102
	Iteration 82Q: 3 clusters Score -1.461845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62575 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -14618452.000000 Penalty: 3783.954102
	Iteration 83Q: 3 clusters Score -1.461845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -14618455.000000 Penalty: 3783.954102
	Iteration 84Q: 3 clusters Score -1.461846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -14618453.000000 Penalty: 3783.954102
	Iteration 85Q: 3 clusters Score -1.461845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -14618451.000000 Penalty: 3783.954102
	Iteration 86Q: 3 clusters Score -1.461845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -14618451.000000 Penalty: 3783.954102
	Iteration 87F: 3 clusters Score -1.461845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 66549 members 
Mstep: Class 7 contains 40839 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 83835 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 18959 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 23375 members 
Mstep: Class 20 contains 62566 members 
Mstep: Class 21 contains 3440 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6603 members 
Mstep: Class 26 contains 51318 members 
Entering Unmasked Estep 
Score: -59784304.000000 Penalty: 55249.664062
Splitting cluster 20 changes total score from -59779264.000000 to -59784304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (3440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Entering Unmasked Estep 
Score: -411382.187500 Penalty: 1323.274292
	Iteration 0F: 2 clusters Score -411382.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -408471.625000 Penalty: 2646.548584
	Iteration 0F: 3 clusters Score -408471.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -409393.062500 Penalty: 2646.548584
	Iteration 1F: 3 clusters Score -409393.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -409641.718750 Penalty: 2646.548584
	Iteration 2F: 3 clusters Score -409641.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -409807.906250 Penalty: 2646.548584
	Iteration 3F: 3 clusters Score -409807.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -409931.718750 Penalty: 2646.548584
	Iteration 4Q: 3 clusters Score -409931.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -410037.468750 Penalty: 2646.548584
	Iteration 5Q: 3 clusters Score -410037.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -410100.906250 Penalty: 2646.548584
	Iteration 6Q: 3 clusters Score -410100.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -410140.468750 Penalty: 2646.548584
	Iteration 7Q: 3 clusters Score -410140.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -410164.656250 Penalty: 2646.548584
	Iteration 8Q: 3 clusters Score -410164.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -410188.593750 Penalty: 2646.548584
	Iteration 9Q: 3 clusters Score -410188.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -410205.937500 Penalty: 2646.548584
	Iteration 10Q: 3 clusters Score -410205.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -410215.593750 Penalty: 2646.548584
	Iteration 11Q: 3 clusters Score -410215.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -410220.468750 Penalty: 2646.548584
	Iteration 12Q: 3 clusters Score -410220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -410222.375000 Penalty: 2646.548584
	Iteration 13Q: 3 clusters Score -410222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410222.656250 Penalty: 2646.548584
	Iteration 14Q: 3 clusters Score -410222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -410222.656250 Penalty: 2646.548584
	Iteration 15F: 3 clusters Score -410222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Entering Unmasked Estep 
Score: -2403313.500000 Penalty: 1596.682983
	Iteration 0F: 2 clusters Score -2403314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2390609.750000 Penalty: 3193.365967
	Iteration 0F: 3 clusters Score -2390610 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2395154.250000 Penalty: 3193.365967
	Iteration 1F: 3 clusters Score -2395154 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2395490.750000 Penalty: 3193.365967
	Iteration 2F: 3 clusters Score -2395491 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2395756.500000 Penalty: 3193.365967
	Iteration 3Q: 3 clusters Score -2395756 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2396025.750000 Penalty: 3193.365967
	Iteration 4Q: 3 clusters Score -2396026 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2396327.000000 Penalty: 3193.365967
	Iteration 5Q: 3 clusters Score -2396327 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2396677.750000 Penalty: 3193.365967
	Iteration 6Q: 3 clusters Score -2396678 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2397102.750000 Penalty: 3193.365967
	Iteration 7Q: 3 clusters Score -2397103 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2397657.250000 Penalty: 3193.365967
	Iteration 8Q: 3 clusters Score -2397657 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2398350.500000 Penalty: 3193.365967
	Iteration 9F: 3 clusters Score -2398350 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2399181.500000 Penalty: 3193.365967
	Iteration 10F: 3 clusters Score -2399182 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2399949.500000 Penalty: 3193.365967
	Iteration 11F: 3 clusters Score -2399950 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2400601.500000 Penalty: 3193.365967
	Iteration 12Q: 3 clusters Score -2400602 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2401086.750000 Penalty: 3193.365967
	Iteration 13Q: 3 clusters Score -2401087 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2401384.500000 Penalty: 3193.365967
	Iteration 14Q: 3 clusters Score -2401384 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2401564.750000 Penalty: 3193.365967
	Iteration 15Q: 3 clusters Score -2401565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2401681.500000 Penalty: 3193.365967
	Iteration 16Q: 3 clusters Score -2401682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2401754.750000 Penalty: 3193.365967
	Iteration 17Q: 3 clusters Score -2401755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2401813.250000 Penalty: 3193.365967
	Iteration 18Q: 3 clusters Score -2401813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2401849.250000 Penalty: 3193.365967
	Iteration 19Q: 3 clusters Score -2401849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2401865.250000 Penalty: 3193.365967
	Iteration 20F: 3 clusters Score -2401865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2401892.250000 Penalty: 3193.365967
	Iteration 21Q: 3 clusters Score -2401892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2401908.500000 Penalty: 3193.365967
	Iteration 22Q: 3 clusters Score -2401908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2401922.500000 Penalty: 3193.365967
	Iteration 23Q: 3 clusters Score -2401922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2401926.000000 Penalty: 3193.365967
	Iteration 24Q: 3 clusters Score -2401926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2401929.500000 Penalty: 3193.365967
	Iteration 25Q: 3 clusters Score -2401930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2401929.250000 Penalty: 3193.365967
	Iteration 26Q: 3 clusters Score -2401929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2401929.000000 Penalty: 3193.365967
	Iteration 27Q: 3 clusters Score -2401929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2401929.250000 Penalty: 3193.365967
	Iteration 28Q: 3 clusters Score -2401929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2401933.750000 Penalty: 3193.365967
	Iteration 29Q: 3 clusters Score -2401934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2401933.750000 Penalty: 3193.365967
	Iteration 30F: 3 clusters Score -2401934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -41431.902344 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -41431.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -40678.406250 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -40678.41 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41358.355469 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -41358.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41691.183594 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -41691.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42004.382812 Penalty: 2003.077271
	Iteration 3F: 3 clusters Score -42004.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42370.351562 Penalty: 2003.077271
	Iteration 4F: 3 clusters Score -42370.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42437.269531 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -42437.27 nChanged 12
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: -42462.039062 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -42462.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42464.425781 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -42464.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42464.582031 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -42464.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42464.921875 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -42464.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42464.921875 Penalty: 2003.077271
	Iteration 10F: 3 clusters Score -42464.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 66549 members 
Mstep: Class 7 contains 40839 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 83835 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 18959 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 23375 members 
Mstep: Class 20 contains 62566 members 
Mstep: Class 21 contains 3440 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6603 members 
Mstep: Class 26 contains 51318 members 
Mstep: Class 27 contains 205 members 
Entering Unmasked Estep 
Score: -59784184.000000 Penalty: 57374.648438
Splitting cluster 23 changes total score from -59779264.000000 to -59784184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -34726.578125 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -34726.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33857.070312 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -33857.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33988.648438 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -33988.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -34034.457031 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -34034.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34069.191406 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -34069.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34078.585938 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -34078.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34087.226562 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -34087.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34094.464844 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -34094.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34095.718750 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -34095.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34104.496094 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -34104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34109.289062 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -34109.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34116.265625 Penalty: 1877.736938
	Iteration 10Q: 3 clusters Score -34116.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34122.277344 Penalty: 1877.736938
	Iteration 11Q: 3 clusters Score -34122.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34122.859375 Penalty: 1877.736938
	Iteration 12Q: 3 clusters Score -34122.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34125.160156 Penalty: 1877.736938
	Iteration 13Q: 3 clusters Score -34125.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34125.160156 Penalty: 1877.736938
	Iteration 14F: 3 clusters Score -34125.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -819175.937500 Penalty: 1429.232910
	Iteration 0F: 2 clusters Score -819175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -814178.437500 Penalty: 2858.465820
	Iteration 0F: 3 clusters Score -814178.4 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -815658.687500 Penalty: 2858.465820
	Iteration 1F: 3 clusters Score -815658.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -815856.812500 Penalty: 2858.465820
	Iteration 2F: 3 clusters Score -815856.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -816055.250000 Penalty: 2858.465820
	Iteration 3F: 3 clusters Score -816055.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -816240.500000 Penalty: 2858.465820
	Iteration 4F: 3 clusters Score -816240.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -816416.000000 Penalty: 2858.465820
	Iteration 5Q: 3 clusters Score -816416 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -816593.687500 Penalty: 2858.465820
	Iteration 6Q: 3 clusters Score -816593.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -816773.937500 Penalty: 2858.465820
	Iteration 7Q: 3 clusters Score -816773.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -816962.125000 Penalty: 2858.465820
	Iteration 8Q: 3 clusters Score -816962.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -817135.937500 Penalty: 2858.465820
	Iteration 9Q: 3 clusters Score -817135.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -817303.312500 Penalty: 2858.465820
	Iteration 10Q: 3 clusters Score -817303.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -817459.500000 Penalty: 2858.465820
	Iteration 11Q: 3 clusters Score -817459.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -817576.875000 Penalty: 2858.465820
	Iteration 12Q: 3 clusters Score -817576.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -817672.250000 Penalty: 2858.465820
	Iteration 13Q: 3 clusters Score -817672.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -817742.437500 Penalty: 2858.465820
	Iteration 14Q: 3 clusters Score -817742.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -817785.250000 Penalty: 2858.465820
	Iteration 15Q: 3 clusters Score -817785.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -817823.937500 Penalty: 2858.465820
	Iteration 16Q: 3 clusters Score -817823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -817853.062500 Penalty: 2858.465820
	Iteration 17Q: 3 clusters Score -817853.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -817887.875000 Penalty: 2858.465820
	Iteration 18Q: 3 clusters Score -817887.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -817905.625000 Penalty: 2858.465820
	Iteration 19Q: 3 clusters Score -817905.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -817911.062500 Penalty: 2858.465820
	Iteration 20F: 3 clusters Score -817911.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -817914.750000 Penalty: 2858.465820
	Iteration 21Q: 3 clusters Score -817914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -817914.875000 Penalty: 2858.465820
	Iteration 22Q: 3 clusters Score -817914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -817916.062500 Penalty: 2858.465820
	Iteration 23Q: 3 clusters Score -817916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -817920.750000 Penalty: 2858.465820
	Iteration 24Q: 3 clusters Score -817920.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -817925.375000 Penalty: 2858.465820
	Iteration 25Q: 3 clusters Score -817925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -817932.375000 Penalty: 2858.465820
	Iteration 26Q: 3 clusters Score -817932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -817935.187500 Penalty: 2858.465820
	Iteration 27Q: 3 clusters Score -817935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -817937.125000 Penalty: 2858.465820
	Iteration 28Q: 3 clusters Score -817937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -817935.687500 Penalty: 2858.465820
	Iteration 29Q: 3 clusters Score -817935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -817935.687500 Penalty: 2858.465820
	Iteration 30F: 3 clusters Score -817935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 66549 members 
Mstep: Class 7 contains 40839 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 7977 members 
Mstep: Class 10 contains 83835 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 18959 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 12092 members 
Mstep: Class 19 contains 23375 members 
Mstep: Class 20 contains 62566 members 
Mstep: Class 21 contains 3440 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 23 contains 270 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59788040.000000 Penalty: 57374.648438
Iteration 79Q: 28 clusters Score -5.978804e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2365 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 67396 members 
Mstep: Class 7 contains 41408 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 84154 members 
Mstep: Class 11 contains 18674 members 
Mstep: Class 12 contains 247 members 
Mstep: Class 13 contains 19012 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 12136 members 
Mstep: Class 19 contains 23633 members 
Mstep: Class 20 contains 62088 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 18729 members 
Mstep: Class 23 contains 288 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6600 members 
Mstep: Class 26 contains 48818 members 
Mstep: Class 27 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791588.000000 Penalty: 57374.648438
Iteration 80F: 28 clusters Score -5.979159e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 2367 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 67415 members 
Mstep: Class 7 contains 41378 members 
Mstep: Class 8 contains 2499 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 84152 members 
Mstep: Class 11 contains 18708 members 
Mstep: Class 12 contains 228 members 
Mstep: Class 13 contains 19027 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 434 members 
Mstep: Class 17 contains 10259 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 23471 members 
Mstep: Class 20 contains 61533 members 
Mstep: Class 21 contains 3430 members 
Mstep: Class 22 contains 18802 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6593 members 
Mstep: Class 26 contains 49661 members 
Mstep: Class 27 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792744.000000 Penalty: 57374.648438
Iteration 81Q: 28 clusters Score -5.979274e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7069 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 67528 members 
Mstep: Class 7 contains 41392 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 84191 members 
Mstep: Class 11 contains 18736 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 23351 members 
Mstep: Class 20 contains 61095 members 
Mstep: Class 21 contains 3416 members 
Mstep: Class 22 contains 18836 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 6601 members 
Mstep: Class 26 contains 50114 members 
Mstep: Class 27 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793248.000000 Penalty: 57374.648438
Iteration 82Q: 28 clusters Score -5.979325e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 67642 members 
Mstep: Class 7 contains 41439 members 
Mstep: Class 8 contains 2510 members 
Mstep: Class 9 contains 7998 members 
Mstep: Class 10 contains 84210 members 
Mstep: Class 11 contains 18749 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 19039 members 
Mstep: Class 14 contains 726 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 437 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 12216 members 
Mstep: Class 19 contains 23283 members 
Mstep: Class 20 contains 60713 members 
Mstep: Class 21 contains 3406 members 
Mstep: Class 22 contains 18853 members 
Mstep: Class 23 contains 297 members 
Mstep: Class 24 contains 321 members 
Mstep: Class 25 contains 6609 members 
Mstep: Class 26 contains 50442 members 
Mstep: Class 27 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793480.000000 Penalty: 57374.648438
Iteration 83Q: 28 clusters Score -5.979348e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7067 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 67729 members 
Mstep: Class 7 contains 41497 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 84230 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 222 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 725 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 10229 members 
Mstep: Class 18 contains 12244 members 
Mstep: Class 19 contains 23224 members 
Mstep: Class 20 contains 60394 members 
Mstep: Class 21 contains 3397 members 
Mstep: Class 22 contains 18862 members 
Mstep: Class 23 contains 294 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6625 members 
Mstep: Class 26 contains 50678 members 
Mstep: Class 27 contains 229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793684.000000 Penalty: 57374.648438
Iteration 84Q: 28 clusters Score -5.979368e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7065 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 67814 members 
Mstep: Class 7 contains 41535 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 7993 members 
Mstep: Class 10 contains 84245 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 225 members 
Mstep: Class 13 contains 19041 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 436 members 
Mstep: Class 17 contains 10219 members 
Mstep: Class 18 contains 12279 members 
Mstep: Class 19 contains 23171 members 
Mstep: Class 20 contains 60134 members 
Mstep: Class 21 contains 3389 members 
Mstep: Class 22 contains 18856 members 
Mstep: Class 23 contains 293 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6646 members 
Mstep: Class 26 contains 50864 members 
Mstep: Class 27 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794036.000000 Penalty: 57374.648438
Iteration 85Q: 28 clusters Score -5.979404e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7062 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 67876 members 
Mstep: Class 7 contains 41555 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 231 members 
Mstep: Class 13 contains 19043 members 
Mstep: Class 14 contains 720 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 429 members 
Mstep: Class 17 contains 10209 members 
Mstep: Class 18 contains 12304 members 
Mstep: Class 19 contains 23131 members 
Mstep: Class 20 contains 59937 members 
Mstep: Class 21 contains 3380 members 
Mstep: Class 22 contains 18852 members 
Mstep: Class 23 contains 289 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6653 members 
Mstep: Class 26 contains 51028 members 
Mstep: Class 27 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794088.000000 Penalty: 57374.648438
Iteration 86Q: 28 clusters Score -5.979409e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7061 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6739 members 
Mstep: Class 6 contains 67917 members 
Mstep: Class 7 contains 41582 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 8001 members 
Mstep: Class 10 contains 84267 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 235 members 
Mstep: Class 13 contains 19049 members 
Mstep: Class 14 contains 718 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 10184 members 
Mstep: Class 18 contains 12325 members 
Mstep: Class 19 contains 23086 members 
Mstep: Class 20 contains 59799 members 
Mstep: Class 21 contains 3374 members 
Mstep: Class 22 contains 18843 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6655 members 
Mstep: Class 26 contains 51170 members 
Mstep: Class 27 contains 237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794176.000000 Penalty: 57374.648438
Iteration 87Q: 28 clusters Score -5.979418e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 67960 members 
Mstep: Class 7 contains 41600 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 84262 members 
Mstep: Class 11 contains 18757 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19056 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 423 members 
Mstep: Class 17 contains 10161 members 
Mstep: Class 18 contains 12345 members 
Mstep: Class 19 contains 23053 members 
Mstep: Class 20 contains 59685 members 
Mstep: Class 21 contains 3368 members 
Mstep: Class 22 contains 18828 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 323 members 
Mstep: Class 25 contains 6657 members 
Mstep: Class 26 contains 51290 members 
Mstep: Class 27 contains 239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794232.000000 Penalty: 57374.648438
Iteration 88Q: 28 clusters Score -5.979423e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 67987 members 
Mstep: Class 7 contains 41621 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 84260 members 
Mstep: Class 11 contains 18756 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19065 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10133 members 
Mstep: Class 18 contains 12367 members 
Mstep: Class 19 contains 23033 members 
Mstep: Class 20 contains 59587 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 18819 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6661 members 
Mstep: Class 26 contains 51389 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794248.000000 Penalty: 57374.648438
Iteration 89Q: 28 clusters Score -5.979425e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 68003 members 
Mstep: Class 7 contains 41637 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 8025 members 
Mstep: Class 10 contains 84260 members 
Mstep: Class 11 contains 18758 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19076 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 12377 members 
Mstep: Class 19 contains 23020 members 
Mstep: Class 20 contains 59510 members 
Mstep: Class 21 contains 3359 members 
Mstep: Class 22 contains 18805 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6666 members 
Mstep: Class 26 contains 51454 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794192.000000 Penalty: 57374.648438
Iteration 90Q: 28 clusters Score -5.979419e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 68028 members 
Mstep: Class 7 contains 41642 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 84260 members 
Mstep: Class 11 contains 18760 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19084 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10105 members 
Mstep: Class 18 contains 12389 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 59448 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 18787 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6670 members 
Mstep: Class 26 contains 51510 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794192.000000 Penalty: 57374.648438
Iteration 91Q: 28 clusters Score -5.979419e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 68036 members 
Mstep: Class 7 contains 41637 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 84258 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19090 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10095 members 
Mstep: Class 18 contains 12404 members 
Mstep: Class 19 contains 23011 members 
Mstep: Class 20 contains 59415 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 18774 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 51552 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794220.000000 Penalty: 57374.648438
Iteration 92Q: 28 clusters Score -5.979422e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 68044 members 
Mstep: Class 7 contains 41644 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8028 members 
Mstep: Class 10 contains 84252 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19100 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 12417 members 
Mstep: Class 19 contains 23007 members 
Mstep: Class 20 contains 59378 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 18761 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 51585 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794248.000000 Penalty: 57374.648438
Iteration 93Q: 28 clusters Score -5.979425e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2371 members 
Mstep: Class 5 contains 6737 members 
Mstep: Class 6 contains 68051 members 
Mstep: Class 7 contains 41658 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 8029 members 
Mstep: Class 10 contains 84253 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19105 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10076 members 
Mstep: Class 18 contains 12425 members 
Mstep: Class 19 contains 22998 members 
Mstep: Class 20 contains 59340 members 
Mstep: Class 21 contains 3358 members 
Mstep: Class 22 contains 18756 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 51615 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794284.000000 Penalty: 57374.648438
Iteration 94Q: 28 clusters Score -5.979428e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 68056 members 
Mstep: Class 7 contains 41669 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 8033 members 
Mstep: Class 10 contains 84257 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19109 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10067 members 
Mstep: Class 18 contains 12431 members 
Mstep: Class 19 contains 22989 members 
Mstep: Class 20 contains 59304 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 51649 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794300.000000 Penalty: 57374.648438
Iteration 95Q: 28 clusters Score -5.97943e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 68065 members 
Mstep: Class 7 contains 41674 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 84262 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19112 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10061 members 
Mstep: Class 18 contains 12440 members 
Mstep: Class 19 contains 22971 members 
Mstep: Class 20 contains 59261 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 18752 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6679 members 
Mstep: Class 26 contains 51686 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794244.000000 Penalty: 57374.648438
Iteration 96Q: 28 clusters Score -5.979424e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 6741 members 
Mstep: Class 6 contains 68072 members 
Mstep: Class 7 contains 41673 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8040 members 
Mstep: Class 10 contains 84269 members 
Mstep: Class 11 contains 18770 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19113 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10057 members 
Mstep: Class 18 contains 12449 members 
Mstep: Class 19 contains 22963 members 
Mstep: Class 20 contains 59222 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 18750 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6680 members 
Mstep: Class 26 contains 51713 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794232.000000 Penalty: 57374.648438
Iteration 97Q: 28 clusters Score -5.979423e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2372 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68088 members 
Mstep: Class 7 contains 41665 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8042 members 
Mstep: Class 10 contains 84274 members 
Mstep: Class 11 contains 18772 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19116 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10050 members 
Mstep: Class 18 contains 12456 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 59187 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 18750 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6680 members 
Mstep: Class 26 contains 51742 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794256.000000 Penalty: 57374.648438
Iteration 98Q: 28 clusters Score -5.979426e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2373 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68105 members 
Mstep: Class 7 contains 41664 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 84270 members 
Mstep: Class 11 contains 18772 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19116 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10044 members 
Mstep: Class 18 contains 12467 members 
Mstep: Class 19 contains 22951 members 
Mstep: Class 20 contains 59157 members 
Mstep: Class 21 contains 3357 members 
Mstep: Class 22 contains 18749 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 51764 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794208.000000 Penalty: 57374.648438
Iteration 99Q: 28 clusters Score -5.979421e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68121 members 
Mstep: Class 7 contains 41660 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8044 members 
Mstep: Class 10 contains 84269 members 
Mstep: Class 11 contains 18772 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19114 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 19 contains 22946 members 
Mstep: Class 20 contains 59135 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 18746 members 
Mstep: Class 23 contains 286 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6682 members 
Mstep: Class 26 contains 51784 members 
Mstep: Class 27 contains 242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794264.000000 Penalty: 57374.648438
Iteration 100F: 28 clusters Score -5.979426e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2375 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68135 members 
Mstep: Class 7 contains 41660 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8045 members 
Mstep: Class 10 contains 84266 members 
Mstep: Class 11 contains 18770 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 19114 members 
Mstep: Class 14 contains 713 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10035 members 
Mstep: Class 18 contains 12482 members 
Mstep: Class 19 contains 22944 members 
Mstep: Class 20 contains 59114 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 18742 members 
Mstep: Class 23 contains 287 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 51799 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794436.000000 Penalty: 57374.648438
Iteration 101Q: 28 clusters Score -5.979444e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68152 members 
Mstep: Class 7 contains 41656 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 8048 members 
Mstep: Class 10 contains 84262 members 
Mstep: Class 11 contains 18769 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 19118 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 10030 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 19 contains 22940 members 
Mstep: Class 20 contains 59088 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 18738 members 
Mstep: Class 23 contains 285 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 51818 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794532.000000 Penalty: 57374.648438
Iteration 102Q: 28 clusters Score -5.979453e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68165 members 
Mstep: Class 7 contains 41648 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 8050 members 
Mstep: Class 10 contains 84261 members 
Mstep: Class 11 contains 18769 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 19122 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10025 members 
Mstep: Class 18 contains 12488 members 
Mstep: Class 19 contains 22933 members 
Mstep: Class 20 contains 59068 members 
Mstep: Class 21 contains 3356 members 
Mstep: Class 22 contains 18740 members 
Mstep: Class 23 contains 282 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6684 members 
Mstep: Class 26 contains 51836 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794620.000000 Penalty: 57374.648438
Iteration 103Q: 28 clusters Score -5.979462e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68181 members 
Mstep: Class 7 contains 41640 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 8054 members 
Mstep: Class 10 contains 84259 members 
Mstep: Class 11 contains 18769 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 19122 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10022 members 
Mstep: Class 18 contains 12493 members 
Mstep: Class 19 contains 22929 members 
Mstep: Class 20 contains 59046 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 18738 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6686 members 
Mstep: Class 26 contains 51854 members 
Mstep: Class 27 contains 243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794616.000000 Penalty: 57374.648438
Iteration 104Q: 28 clusters Score -5.979462e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68194 members 
Mstep: Class 7 contains 41635 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 8055 members 
Mstep: Class 10 contains 84258 members 
Mstep: Class 11 contains 18768 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19126 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10016 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 22929 members 
Mstep: Class 20 contains 59025 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18735 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 51872 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794644.000000 Penalty: 57374.648438
Iteration 105Q: 28 clusters Score -5.979464e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68198 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 8060 members 
Mstep: Class 10 contains 84262 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19124 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10012 members 
Mstep: Class 18 contains 12499 members 
Mstep: Class 19 contains 22928 members 
Mstep: Class 20 contains 59009 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18735 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 51881 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794564.000000 Penalty: 57374.648438
Iteration 106Q: 28 clusters Score -5.979456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68206 members 
Mstep: Class 7 contains 41638 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 10 contains 84263 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19123 members 
Mstep: Class 14 contains 715 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 10006 members 
Mstep: Class 18 contains 12505 members 
Mstep: Class 19 contains 22929 members 
Mstep: Class 20 contains 58997 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 51884 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794616.000000 Penalty: 57374.648438
Iteration 107Q: 28 clusters Score -5.979462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68211 members 
Mstep: Class 7 contains 41633 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 84263 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19124 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9997 members 
Mstep: Class 18 contains 12516 members 
Mstep: Class 19 contains 22929 members 
Mstep: Class 20 contains 58987 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 51890 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794596.000000 Penalty: 57374.648438
Iteration 108Q: 28 clusters Score -5.97946e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68224 members 
Mstep: Class 7 contains 41628 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 8065 members 
Mstep: Class 10 contains 84262 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19124 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9989 members 
Mstep: Class 18 contains 12524 members 
Mstep: Class 19 contains 22928 members 
Mstep: Class 20 contains 58978 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 51891 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794556.000000 Penalty: 57374.648438
Iteration 109Q: 28 clusters Score -5.979456e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68240 members 
Mstep: Class 7 contains 41618 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 84259 members 
Mstep: Class 11 contains 18765 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19123 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9983 members 
Mstep: Class 18 contains 12532 members 
Mstep: Class 19 contains 22925 members 
Mstep: Class 20 contains 58971 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 51897 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794560.000000 Penalty: 57374.648438
Iteration 110Q: 28 clusters Score -5.979456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68249 members 
Mstep: Class 7 contains 41613 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 8065 members 
Mstep: Class 10 contains 84260 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19122 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9976 members 
Mstep: Class 18 contains 12539 members 
Mstep: Class 19 contains 22920 members 
Mstep: Class 20 contains 58966 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51902 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794556.000000 Penalty: 57374.648438
Iteration 111Q: 28 clusters Score -5.979456e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68259 members 
Mstep: Class 7 contains 41608 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8062 members 
Mstep: Class 10 contains 84258 members 
Mstep: Class 11 contains 18763 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19122 members 
Mstep: Class 14 contains 711 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9966 members 
Mstep: Class 18 contains 12550 members 
Mstep: Class 19 contains 22920 members 
Mstep: Class 20 contains 58962 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 51905 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794536.000000 Penalty: 57374.648438
Iteration 112Q: 28 clusters Score -5.979454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68273 members 
Mstep: Class 7 contains 41598 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 8062 members 
Mstep: Class 10 contains 84255 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19121 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9959 members 
Mstep: Class 18 contains 12559 members 
Mstep: Class 19 contains 22917 members 
Mstep: Class 20 contains 58958 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 51909 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794492.000000 Penalty: 57374.648438
Iteration 113Q: 28 clusters Score -5.979449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68289 members 
Mstep: Class 7 contains 41593 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 10 contains 84252 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19119 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9950 members 
Mstep: Class 18 contains 12572 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 58944 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51917 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 114Q: 28 clusters Score -5.97945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68295 members 
Mstep: Class 7 contains 41588 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8060 members 
Mstep: Class 10 contains 84253 members 
Mstep: Class 11 contains 18760 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19121 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9939 members 
Mstep: Class 18 contains 12584 members 
Mstep: Class 19 contains 22918 members 
Mstep: Class 20 contains 58934 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 51922 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 115Q: 28 clusters Score -5.97945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 68306 members 
Mstep: Class 7 contains 41582 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8059 members 
Mstep: Class 10 contains 84254 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19122 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9934 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 19 contains 22917 members 
Mstep: Class 20 contains 58928 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51925 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794500.000000 Penalty: 57374.648438
Iteration 116Q: 28 clusters Score -5.97945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68320 members 
Mstep: Class 7 contains 41573 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8059 members 
Mstep: Class 10 contains 84253 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19123 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9931 members 
Mstep: Class 18 contains 12590 members 
Mstep: Class 19 contains 22917 members 
Mstep: Class 20 contains 58921 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 51932 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794488.000000 Penalty: 57374.648438
Iteration 117Q: 28 clusters Score -5.979449e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68329 members 
Mstep: Class 7 contains 41565 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8059 members 
Mstep: Class 10 contains 84252 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19126 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 12592 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 58915 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51941 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794432.000000 Penalty: 57374.648438
Iteration 118Q: 28 clusters Score -5.979443e+07 nChanged 41
Entering ConstructFrom: 
Score: -59794432.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (30202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Entering Unmasked Estep 
Score: -3815772.750000 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -3815773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3795627.250000 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -3795627 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3803012.500000 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -3803012 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3803424.000000 Penalty: 3352.590576
	Iteration 2Q: 3 clusters Score -3803424 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3803835.500000 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -3803836 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3804292.250000 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -3804292 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3804867.000000 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -3804867 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -3805605.250000 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -3805605 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3806441.000000 Penalty: 3352.590576
	Iteration 7F: 3 clusters Score -3806441 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3807449.500000 Penalty: 3352.590576
	Iteration 8F: 3 clusters Score -3807450 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3808603.250000 Penalty: 3352.590576
	Iteration 9F: 3 clusters Score -3808603 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3809709.250000 Penalty: 3352.590576
	Iteration 10F: 3 clusters Score -3809709 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3810797.500000 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -3810798 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3811760.000000 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -3811760 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3812522.250000 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -3812522 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -3813113.500000 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -3813114 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -3813489.250000 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -3813489 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -3813758.250000 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -3813758 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3813956.250000 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -3813956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3814104.250000 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -3814104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3814193.250000 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -3814193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3814260.750000 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -3814261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3814296.750000 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -3814297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3814319.250000 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -3814319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3814334.500000 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -3814334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3814351.000000 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -3814351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3814355.250000 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -3814355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -3814364.000000 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -3814364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3814374.500000 Penalty: 3352.590576
	Iteration 27Q: 3 clusters Score -3814374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3814378.500000 Penalty: 3352.590576
	Iteration 28Q: 3 clusters Score -3814378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3814385.000000 Penalty: 3352.590576
	Iteration 29Q: 3 clusters Score -3814385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3814390.750000 Penalty: 3352.590576
	Iteration 30Q: 3 clusters Score -3814391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3814385.750000 Penalty: 3352.590576
	Iteration 31Q: 3 clusters Score -3814386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3814389.750000 Penalty: 3352.590576
	Iteration 32Q: 3 clusters Score -3814390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3814398.750000 Penalty: 3352.590576
	Iteration 33Q: 3 clusters Score -3814399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -3814397.750000 Penalty: 3352.590576
	Iteration 34Q: 3 clusters Score -3814398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3814401.750000 Penalty: 3352.590576
	Iteration 35Q: 3 clusters Score -3814402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -3814402.250000 Penalty: 3352.590576
	Iteration 36Q: 3 clusters Score -3814402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3814400.750000 Penalty: 3352.590576
	Iteration 37Q: 3 clusters Score -3814401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3814400.750000 Penalty: 3352.590576
	Iteration 38F: 3 clusters Score -3814401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136691.312500 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -136691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135166.796875 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -135166.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135460.015625 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -135460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135558.390625 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -135558.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135611.203125 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -135611.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135648.140625 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -135648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135677.484375 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -135677.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135702.781250 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -135702.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135728.484375 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -135728.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135749.515625 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -135749.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135761.281250 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -135761.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135772.890625 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -135772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135790.359375 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -135790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135800.984375 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -135801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135805.218750 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -135805.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135811.906250 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -135811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135820.750000 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -135820.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135828.968750 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -135829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135837.718750 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -135837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135847.437500 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -135847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135852.562500 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -135852.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135858.484375 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -135858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135861.781250 Penalty: 2276.881348
	Iteration 21Q: 3 clusters Score -135861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -135865.734375 Penalty: 2276.881348
	Iteration 22Q: 3 clusters Score -135865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135873.531250 Penalty: 2276.881348
	Iteration 23Q: 3 clusters Score -135873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135877.890625 Penalty: 2276.881348
	Iteration 24Q: 3 clusters Score -135877.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135887.421875 Penalty: 2276.881348
	Iteration 25Q: 3 clusters Score -135887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -135895.000000 Penalty: 2276.881348
	Iteration 26Q: 3 clusters Score -135895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135910.828125 Penalty: 2276.881348
	Iteration 27Q: 3 clusters Score -135910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135938.500000 Penalty: 2276.881348
	Iteration 28Q: 3 clusters Score -135938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135956.453125 Penalty: 2276.881348
	Iteration 29Q: 3 clusters Score -135956.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135981.812500 Penalty: 2276.881348
	Iteration 30Q: 3 clusters Score -135981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -136018.421875 Penalty: 2276.881348
	Iteration 31Q: 3 clusters Score -136018.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136061.640625 Penalty: 2276.881348
	Iteration 32Q: 3 clusters Score -136061.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136121.671875 Penalty: 2276.881348
	Iteration 33Q: 3 clusters Score -136121.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -136171.359375 Penalty: 2276.881348
	Iteration 34Q: 3 clusters Score -136171.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -136202.765625 Penalty: 2276.881348
	Iteration 35Q: 3 clusters Score -136202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136215.062500 Penalty: 2276.881348
	Iteration 36Q: 3 clusters Score -136215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -136228.531250 Penalty: 2276.881348
	Iteration 37Q: 3 clusters Score -136228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -136237.546875 Penalty: 2276.881348
	Iteration 38Q: 3 clusters Score -136237.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136245.328125 Penalty: 2276.881348
	Iteration 39Q: 3 clusters Score -136245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136249.671875 Penalty: 2276.881348
	Iteration 40F: 3 clusters Score -136249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -136252.750000 Penalty: 2276.881348
	Iteration 41Q: 3 clusters Score -136252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -136254.843750 Penalty: 2276.881348
	Iteration 42Q: 3 clusters Score -136254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136257.500000 Penalty: 2276.881348
	Iteration 43Q: 3 clusters Score -136257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -136259.812500 Penalty: 2276.881348
	Iteration 44Q: 3 clusters Score -136259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -136263.359375 Penalty: 2276.881348
	Iteration 45Q: 3 clusters Score -136263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136264.437500 Penalty: 2276.881348
	Iteration 46Q: 3 clusters Score -136264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -136264.437500 Penalty: 2276.881348
	Iteration 47F: 3 clusters Score -136264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Entering Unmasked Estep 
Score: -887989.687500 Penalty: 1440.038452
	Iteration 0F: 2 clusters Score -887989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -882685.875000 Penalty: 2880.076904
	Iteration 0F: 3 clusters Score -882685.9 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -884314.750000 Penalty: 2880.076904
	Iteration 1F: 3 clusters Score -884314.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -884577.562500 Penalty: 2880.076904
	Iteration 2F: 3 clusters Score -884577.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -884789.250000 Penalty: 2880.076904
	Iteration 3F: 3 clusters Score -884789.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -884982.937500 Penalty: 2880.076904
	Iteration 4Q: 3 clusters Score -884982.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -885165.625000 Penalty: 2880.076904
	Iteration 5Q: 3 clusters Score -885165.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -885359.937500 Penalty: 2880.076904
	Iteration 6Q: 3 clusters Score -885359.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -885521.562500 Penalty: 2880.076904
	Iteration 7Q: 3 clusters Score -885521.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -885637.312500 Penalty: 2880.076904
	Iteration 8Q: 3 clusters Score -885637.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -885716.937500 Penalty: 2880.076904
	Iteration 9Q: 3 clusters Score -885716.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -885786.562500 Penalty: 2880.076904
	Iteration 10Q: 3 clusters Score -885786.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -885833.500000 Penalty: 2880.076904
	Iteration 11Q: 3 clusters Score -885833.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -885866.187500 Penalty: 2880.076904
	Iteration 12Q: 3 clusters Score -885866.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -885890.062500 Penalty: 2880.076904
	Iteration 13Q: 3 clusters Score -885890.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -885908.562500 Penalty: 2880.076904
	Iteration 14Q: 3 clusters Score -885908.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -885924.562500 Penalty: 2880.076904
	Iteration 15Q: 3 clusters Score -885924.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -885938.562500 Penalty: 2880.076904
	Iteration 16Q: 3 clusters Score -885938.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -885959.687500 Penalty: 2880.076904
	Iteration 17Q: 3 clusters Score -885959.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -885974.250000 Penalty: 2880.076904
	Iteration 18Q: 3 clusters Score -885974.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -885987.062500 Penalty: 2880.076904
	Iteration 19Q: 3 clusters Score -885987.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -886000.125000 Penalty: 2880.076904
	Iteration 20F: 3 clusters Score -886000.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -886014.937500 Penalty: 2880.076904
	Iteration 21Q: 3 clusters Score -886014.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -886031.562500 Penalty: 2880.076904
	Iteration 22Q: 3 clusters Score -886031.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -886047.625000 Penalty: 2880.076904
	Iteration 23Q: 3 clusters Score -886047.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -886067.687500 Penalty: 2880.076904
	Iteration 24Q: 3 clusters Score -886067.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -886090.687500 Penalty: 2880.076904
	Iteration 25Q: 3 clusters Score -886090.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -886115.687500 Penalty: 2880.076904
	Iteration 26Q: 3 clusters Score -886115.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -886134.062500 Penalty: 2880.076904
	Iteration 27Q: 3 clusters Score -886134.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -886156.937500 Penalty: 2880.076904
	Iteration 28Q: 3 clusters Score -886156.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -886180.437500 Penalty: 2880.076904
	Iteration 29Q: 3 clusters Score -886180.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -886211.812500 Penalty: 2880.076904
	Iteration 30Q: 3 clusters Score -886211.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -886245.375000 Penalty: 2880.076904
	Iteration 31Q: 3 clusters Score -886245.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -886281.187500 Penalty: 2880.076904
	Iteration 32Q: 3 clusters Score -886281.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -886326.687500 Penalty: 2880.076904
	Iteration 33Q: 3 clusters Score -886326.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -886378.937500 Penalty: 2880.076904
	Iteration 34Q: 3 clusters Score -886378.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -886436.500000 Penalty: 2880.076904
	Iteration 35Q: 3 clusters Score -886436.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -886484.812500 Penalty: 2880.076904
	Iteration 36Q: 3 clusters Score -886484.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -886528.812500 Penalty: 2880.076904
	Iteration 37Q: 3 clusters Score -886528.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -886561.062500 Penalty: 2880.076904
	Iteration 38Q: 3 clusters Score -886561.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -886593.312500 Penalty: 2880.076904
	Iteration 39Q: 3 clusters Score -886593.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -886633.875000 Penalty: 2880.076904
	Iteration 40F: 3 clusters Score -886633.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -886662.562500 Penalty: 2880.076904
	Iteration 41Q: 3 clusters Score -886662.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -886686.562500 Penalty: 2880.076904
	Iteration 42Q: 3 clusters Score -886686.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -886707.875000 Penalty: 2880.076904
	Iteration 43Q: 3 clusters Score -886707.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -886729.750000 Penalty: 2880.076904
	Iteration 44Q: 3 clusters Score -886729.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -886747.812500 Penalty: 2880.076904
	Iteration 45Q: 3 clusters Score -886747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -886757.687500 Penalty: 2880.076904
	Iteration 46Q: 3 clusters Score -886757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -886763.812500 Penalty: 2880.076904
	Iteration 47Q: 3 clusters Score -886763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -886770.312500 Penalty: 2880.076904
	Iteration 48Q: 3 clusters Score -886770.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -886772.125000 Penalty: 2880.076904
	Iteration 49Q: 3 clusters Score -886772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -886776.750000 Penalty: 2880.076904
	Iteration 50Q: 3 clusters Score -886776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -886778.000000 Penalty: 2880.076904
	Iteration 51Q: 3 clusters Score -886778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -886781.125000 Penalty: 2880.076904
	Iteration 52Q: 3 clusters Score -886781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -886783.562500 Penalty: 2880.076904
	Iteration 53Q: 3 clusters Score -886783.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -886787.937500 Penalty: 2880.076904
	Iteration 54Q: 3 clusters Score -886787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -886789.187500 Penalty: 2880.076904
	Iteration 55Q: 3 clusters Score -886789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -886788.750000 Penalty: 2880.076904
	Iteration 56Q: 3 clusters Score -886788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -886788.750000 Penalty: 2880.076904
	Iteration 57F: 3 clusters Score -886788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -303241.437500 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -303241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -300931.968750 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -300932 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -301485.156250 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -301485.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -301612.875000 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -301612.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301695.843750 Penalty: 2526.281494
	Iteration 3F: 3 clusters Score -301695.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -301754.468750 Penalty: 2526.281494
	Iteration 4Q: 3 clusters Score -301754.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301798.812500 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -301798.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -301834.906250 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -301834.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -301860.406250 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -301860.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -301885.062500 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -301885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -301903.125000 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -301903.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -301913.968750 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -301914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -301920.218750 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -301920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -301927.000000 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -301927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -301935.468750 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -301935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -301938.812500 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -301938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -301941.187500 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -301941.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -301944.218750 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -301944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -301946.687500 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -301946.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -301947.562500 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -301947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -301948.718750 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -301948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -301949.093750 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -301949.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -301949.531250 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -301949.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -301949.531250 Penalty: 2526.281494
	Iteration 22F: 3 clusters Score -301949.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -845502.937500 Penalty: 1432.666382
	Iteration 0F: 2 clusters Score -845502.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -840408.625000 Penalty: 2865.332764
	Iteration 0F: 3 clusters Score -840408.6 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -842003.250000 Penalty: 2865.332764
	Iteration 1F: 3 clusters Score -842003.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -842260.875000 Penalty: 2865.332764
	Iteration 2F: 3 clusters Score -842260.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -842461.375000 Penalty: 2865.332764
	Iteration 3F: 3 clusters Score -842461.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -842640.437500 Penalty: 2865.332764
	Iteration 4F: 3 clusters Score -842640.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -842817.687500 Penalty: 2865.332764
	Iteration 5Q: 3 clusters Score -842817.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -843014.250000 Penalty: 2865.332764
	Iteration 6Q: 3 clusters Score -843014.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -843239.000000 Penalty: 2865.332764
	Iteration 7Q: 3 clusters Score -843239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -843487.937500 Penalty: 2865.332764
	Iteration 8Q: 3 clusters Score -843487.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -843747.812500 Penalty: 2865.332764
	Iteration 9Q: 3 clusters Score -843747.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -843936.937500 Penalty: 2865.332764
	Iteration 10Q: 3 clusters Score -843936.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -844073.437500 Penalty: 2865.332764
	Iteration 11Q: 3 clusters Score -844073.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -844202.187500 Penalty: 2865.332764
	Iteration 12Q: 3 clusters Score -844202.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -844294.437500 Penalty: 2865.332764
	Iteration 13Q: 3 clusters Score -844294.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -844387.437500 Penalty: 2865.332764
	Iteration 14Q: 3 clusters Score -844387.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -844476.562500 Penalty: 2865.332764
	Iteration 15Q: 3 clusters Score -844476.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -844570.000000 Penalty: 2865.332764
	Iteration 16Q: 3 clusters Score -844570 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -844680.375000 Penalty: 2865.332764
	Iteration 17Q: 3 clusters Score -844680.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -844775.437500 Penalty: 2865.332764
	Iteration 18Q: 3 clusters Score -844775.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -844834.312500 Penalty: 2865.332764
	Iteration 19Q: 3 clusters Score -844834.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -844868.687500 Penalty: 2865.332764
	Iteration 20F: 3 clusters Score -844868.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -844887.562500 Penalty: 2865.332764
	Iteration 21Q: 3 clusters Score -844887.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -844896.187500 Penalty: 2865.332764
	Iteration 22Q: 3 clusters Score -844896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -844904.937500 Penalty: 2865.332764
	Iteration 23Q: 3 clusters Score -844904.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -844909.062500 Penalty: 2865.332764
	Iteration 24Q: 3 clusters Score -844909.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -844916.750000 Penalty: 2865.332764
	Iteration 25Q: 3 clusters Score -844916.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -844920.937500 Penalty: 2865.332764
	Iteration 26Q: 3 clusters Score -844920.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -844928.312500 Penalty: 2865.332764
	Iteration 27Q: 3 clusters Score -844928.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -844930.062500 Penalty: 2865.332764
	Iteration 28Q: 3 clusters Score -844930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -844935.000000 Penalty: 2865.332764
	Iteration 29Q: 3 clusters Score -844935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -844936.687500 Penalty: 2865.332764
	Iteration 30Q: 3 clusters Score -844936.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -844939.937500 Penalty: 2865.332764
	Iteration 31Q: 3 clusters Score -844939.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -844944.375000 Penalty: 2865.332764
	Iteration 32Q: 3 clusters Score -844944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -844947.750000 Penalty: 2865.332764
	Iteration 33Q: 3 clusters Score -844947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -844951.250000 Penalty: 2865.332764
	Iteration 34Q: 3 clusters Score -844951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -844950.187500 Penalty: 2865.332764
	Iteration 35Q: 3 clusters Score -844950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -844950.562500 Penalty: 2865.332764
	Iteration 36Q: 3 clusters Score -844950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -844954.062500 Penalty: 2865.332764
	Iteration 37Q: 3 clusters Score -844954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -844954.687500 Penalty: 2865.332764
	Iteration 38Q: 3 clusters Score -844954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -844955.875000 Penalty: 2865.332764
	Iteration 39Q: 3 clusters Score -844955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -844956.500000 Penalty: 2865.332764
	Iteration 40F: 3 clusters Score -844956.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -844957.125000 Penalty: 2865.332764
	Iteration 41Q: 3 clusters Score -844957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -844955.937500 Penalty: 2865.332764
	Iteration 42Q: 3 clusters Score -844955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -844957.062500 Penalty: 2865.332764
	Iteration 43Q: 3 clusters Score -844957.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -844956.250000 Penalty: 2865.332764
	Iteration 44Q: 3 clusters Score -844956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -844958.437500 Penalty: 2865.332764
	Iteration 45Q: 3 clusters Score -844958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -844959.375000 Penalty: 2865.332764
	Iteration 46Q: 3 clusters Score -844959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -844958.250000 Penalty: 2865.332764
	Iteration 47Q: 3 clusters Score -844958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -844958.250000 Penalty: 2865.332764
	Iteration 48F: 3 clusters Score -844958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Entering Unmasked Estep 
Score: -8912179.000000 Penalty: 1808.993042
	Iteration 0F: 2 clusters Score -8912179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8866730.000000 Penalty: 3617.986084
	Iteration 0F: 3 clusters Score -8866730 nChanged 32367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -8885198.000000 Penalty: 3617.986084
	Iteration 1F: 3 clusters Score -8885198 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -8885703.000000 Penalty: 3617.986084
	Iteration 2Q: 3 clusters Score -8885703 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -8886356.000000 Penalty: 3617.986084
	Iteration 3Q: 3 clusters Score -8886356 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -8887238.000000 Penalty: 3617.986084
	Iteration 4Q: 3 clusters Score -8887238 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8888746.000000 Penalty: 3617.986084
	Iteration 5Q: 3 clusters Score -8888746 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 3617.986084
	Iteration 6F: 3 clusters Score -8891320 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -8895425.000000 Penalty: 3617.986084
	Iteration 7F: 3 clusters Score -8895425 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -8900680.000000 Penalty: 3617.986084
	Iteration 8F: 3 clusters Score -8900680 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -8905649.000000 Penalty: 3617.986084
	Iteration 9F: 3 clusters Score -8905649 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66052 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8908492.000000 Penalty: 3617.986084
	Iteration 10Q: 3 clusters Score -8908492 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8909786.000000 Penalty: 3617.986084
	Iteration 11Q: 3 clusters Score -8909786 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8910273.000000 Penalty: 3617.986084
	Iteration 12Q: 3 clusters Score -8910273 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8910439.000000 Penalty: 3617.986084
	Iteration 13Q: 3 clusters Score -8910439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8910508.000000 Penalty: 3617.986084
	Iteration 14Q: 3 clusters Score -8910508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8910531.000000 Penalty: 3617.986084
	Iteration 15Q: 3 clusters Score -8910531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8910552.000000 Penalty: 3617.986084
	Iteration 16Q: 3 clusters Score -8910552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8910561.000000 Penalty: 3617.986084
	Iteration 17Q: 3 clusters Score -8910561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8910563.000000 Penalty: 3617.986084
	Iteration 18Q: 3 clusters Score -8910563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8910564.000000 Penalty: 3617.986084
	Iteration 19Q: 3 clusters Score -8910564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -8910572.000000 Penalty: 3617.986084
	Iteration 20F: 3 clusters Score -8910572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8910574.000000 Penalty: 3617.986084
	Iteration 21Q: 3 clusters Score -8910574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -8910574.000000 Penalty: 3617.986084
	Iteration 22F: 3 clusters Score -8910574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Entering Unmasked Estep 
Score: -5389493.000000 Penalty: 1728.177979
	Iteration 0F: 2 clusters Score -5389493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5361607.000000 Penalty: 3456.355957
	Iteration 0F: 3 clusters Score -5361607 nChanged 19389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5372771.000000 Penalty: 3456.355957
	Iteration 1F: 3 clusters Score -5372771 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5373289.500000 Penalty: 3456.355957
	Iteration 2Q: 3 clusters Score -5373290 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -5373832.500000 Penalty: 3456.355957
	Iteration 3Q: 3 clusters Score -5373832 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -5374331.500000 Penalty: 3456.355957
	Iteration 4Q: 3 clusters Score -5374332 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -5374933.000000 Penalty: 3456.355957
	Iteration 5Q: 3 clusters Score -5374933 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -5375678.000000 Penalty: 3456.355957
	Iteration 6Q: 3 clusters Score -5375678 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -5376592.000000 Penalty: 3456.355957
	Iteration 7Q: 3 clusters Score -5376592 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -5377802.500000 Penalty: 3456.355957
	Iteration 8F: 3 clusters Score -5377802 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -5379349.000000 Penalty: 3456.355957
	Iteration 9F: 3 clusters Score -5379349 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -5381062.000000 Penalty: 3456.355957
	Iteration 10F: 3 clusters Score -5381062 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -5382676.000000 Penalty: 3456.355957
	Iteration 11F: 3 clusters Score -5382676 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -5384032.500000 Penalty: 3456.355957
	Iteration 12Q: 3 clusters Score -5384032 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5384986.500000 Penalty: 3456.355957
	Iteration 13Q: 3 clusters Score -5384986 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5385744.000000 Penalty: 3456.355957
	Iteration 14Q: 3 clusters Score -5385744 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -5386277.500000 Penalty: 3456.355957
	Iteration 15Q: 3 clusters Score -5386278 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5386718.500000 Penalty: 3456.355957
	Iteration 16Q: 3 clusters Score -5386718 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5387015.500000 Penalty: 3456.355957
	Iteration 17Q: 3 clusters Score -5387016 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5387260.500000 Penalty: 3456.355957
	Iteration 18Q: 3 clusters Score -5387260 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5387397.500000 Penalty: 3456.355957
	Iteration 19Q: 3 clusters Score -5387398 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5387527.000000 Penalty: 3456.355957
	Iteration 20F: 3 clusters Score -5387527 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5387609.000000 Penalty: 3456.355957
	Iteration 21Q: 3 clusters Score -5387609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5387692.500000 Penalty: 3456.355957
	Iteration 22Q: 3 clusters Score -5387692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5387739.000000 Penalty: 3456.355957
	Iteration 23Q: 3 clusters Score -5387739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5387780.000000 Penalty: 3456.355957
	Iteration 24Q: 3 clusters Score -5387780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5387805.500000 Penalty: 3456.355957
	Iteration 25Q: 3 clusters Score -5387806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5387855.500000 Penalty: 3456.355957
	Iteration 26Q: 3 clusters Score -5387856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5387873.000000 Penalty: 3456.355957
	Iteration 27Q: 3 clusters Score -5387873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5387885.500000 Penalty: 3456.355957
	Iteration 28Q: 3 clusters Score -5387886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5387906.500000 Penalty: 3456.355957
	Iteration 29Q: 3 clusters Score -5387906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5387932.000000 Penalty: 3456.355957
	Iteration 30Q: 3 clusters Score -5387932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5387943.500000 Penalty: 3456.355957
	Iteration 31Q: 3 clusters Score -5387944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5387948.000000 Penalty: 3456.355957
	Iteration 32Q: 3 clusters Score -5387948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5387967.000000 Penalty: 3456.355957
	Iteration 33Q: 3 clusters Score -5387967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5387968.000000 Penalty: 3456.355957
	Iteration 34Q: 3 clusters Score -5387968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5387982.500000 Penalty: 3456.355957
	Iteration 35Q: 3 clusters Score -5387982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5387990.500000 Penalty: 3456.355957
	Iteration 36Q: 3 clusters Score -5387990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5387995.000000 Penalty: 3456.355957
	Iteration 37Q: 3 clusters Score -5387995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5388002.000000 Penalty: 3456.355957
	Iteration 38Q: 3 clusters Score -5388002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5388014.000000 Penalty: 3456.355957
	Iteration 39Q: 3 clusters Score -5388014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5388021.000000 Penalty: 3456.355957
	Iteration 40F: 3 clusters Score -5388021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5388027.500000 Penalty: 3456.355957
	Iteration 41Q: 3 clusters Score -5388028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5388031.000000 Penalty: 3456.355957
	Iteration 42Q: 3 clusters Score -5388031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5388029.000000 Penalty: 3456.355957
	Iteration 43Q: 3 clusters Score -5388029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5388031.000000 Penalty: 3456.355957
	Iteration 44Q: 3 clusters Score -5388031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5388031.000000 Penalty: 3456.355957
	Iteration 45F: 3 clusters Score -5388031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -301213.625000 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -301213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298812.562500 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -298812.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -299435.687500 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -299435.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -299641.531250 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -299641.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -299900.875000 Penalty: 2547.845947
	Iteration 3F: 3 clusters Score -299900.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -300129.687500 Penalty: 2547.845947
	Iteration 4F: 3 clusters Score -300129.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -300300.906250 Penalty: 2547.845947
	Iteration 5F: 3 clusters Score -300300.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -300420.250000 Penalty: 2547.845947
	Iteration 6F: 3 clusters Score -300420.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -300491.250000 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -300491.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -300549.687500 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -300549.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -300587.375000 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -300587.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -300611.718750 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -300611.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -300629.187500 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -300629.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -300641.281250 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -300641.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -300651.937500 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -300651.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -300657.750000 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -300657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -300660.375000 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -300660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -300662.187500 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -300662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -300662.656250 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -300662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -300663.343750 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -300663.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -300663.343750 Penalty: 2547.845947
	Iteration 19F: 3 clusters Score -300663.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Entering Unmasked Estep 
Score: -945372.750000 Penalty: 1461.653809
	Iteration 0F: 2 clusters Score -945372.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -939480.500000 Penalty: 2923.307617
	Iteration 0F: 3 clusters Score -939480.5 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -941470.687500 Penalty: 2923.307617
	Iteration 1F: 3 clusters Score -941470.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -941807.000000 Penalty: 2923.307617
	Iteration 2F: 3 clusters Score -941807 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -942098.750000 Penalty: 2923.307617
	Iteration 3F: 3 clusters Score -942098.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -942410.750000 Penalty: 2923.307617
	Iteration 4F: 3 clusters Score -942410.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -942734.125000 Penalty: 2923.307617
	Iteration 5F: 3 clusters Score -942734.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -943032.250000 Penalty: 2923.307617
	Iteration 6F: 3 clusters Score -943032.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -943319.125000 Penalty: 2923.307617
	Iteration 7Q: 3 clusters Score -943319.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -943560.187500 Penalty: 2923.307617
	Iteration 8Q: 3 clusters Score -943560.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -943745.250000 Penalty: 2923.307617
	Iteration 9Q: 3 clusters Score -943745.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -943890.875000 Penalty: 2923.307617
	Iteration 10Q: 3 clusters Score -943890.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -944014.562500 Penalty: 2923.307617
	Iteration 11Q: 3 clusters Score -944014.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -944109.062500 Penalty: 2923.307617
	Iteration 12Q: 3 clusters Score -944109.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -944176.375000 Penalty: 2923.307617
	Iteration 13Q: 3 clusters Score -944176.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -944223.562500 Penalty: 2923.307617
	Iteration 14Q: 3 clusters Score -944223.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -944267.125000 Penalty: 2923.307617
	Iteration 15Q: 3 clusters Score -944267.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -944320.500000 Penalty: 2923.307617
	Iteration 16Q: 3 clusters Score -944320.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -944365.062500 Penalty: 2923.307617
	Iteration 17Q: 3 clusters Score -944365.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -944394.000000 Penalty: 2923.307617
	Iteration 18Q: 3 clusters Score -944394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -944424.812500 Penalty: 2923.307617
	Iteration 19Q: 3 clusters Score -944424.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -944444.812500 Penalty: 2923.307617
	Iteration 20F: 3 clusters Score -944444.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -944461.000000 Penalty: 2923.307617
	Iteration 21Q: 3 clusters Score -944461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -944477.000000 Penalty: 2923.307617
	Iteration 22Q: 3 clusters Score -944477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -944494.812500 Penalty: 2923.307617
	Iteration 23Q: 3 clusters Score -944494.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -944511.750000 Penalty: 2923.307617
	Iteration 24Q: 3 clusters Score -944511.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -944527.437500 Penalty: 2923.307617
	Iteration 25Q: 3 clusters Score -944527.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -944541.062500 Penalty: 2923.307617
	Iteration 26Q: 3 clusters Score -944541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -944548.625000 Penalty: 2923.307617
	Iteration 27Q: 3 clusters Score -944548.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -944552.812500 Penalty: 2923.307617
	Iteration 28Q: 3 clusters Score -944552.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -944559.375000 Penalty: 2923.307617
	Iteration 29Q: 3 clusters Score -944559.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -944562.812500 Penalty: 2923.307617
	Iteration 30Q: 3 clusters Score -944562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -944561.562500 Penalty: 2923.307617
	Iteration 31Q: 3 clusters Score -944561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -944563.187500 Penalty: 2923.307617
	Iteration 32Q: 3 clusters Score -944563.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -944565.562500 Penalty: 2923.307617
	Iteration 33Q: 3 clusters Score -944565.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -944567.062500 Penalty: 2923.307617
	Iteration 34Q: 3 clusters Score -944567.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -944566.750000 Penalty: 2923.307617
	Iteration 35Q: 3 clusters Score -944566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -944567.500000 Penalty: 2923.307617
	Iteration 36Q: 3 clusters Score -944567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -944567.687500 Penalty: 2923.307617
	Iteration 37Q: 3 clusters Score -944567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -944568.437500 Penalty: 2923.307617
	Iteration 38Q: 3 clusters Score -944568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -944570.312500 Penalty: 2923.307617
	Iteration 39Q: 3 clusters Score -944570.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -944569.562500 Penalty: 2923.307617
	Iteration 40F: 3 clusters Score -944569.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -944570.062500 Penalty: 2923.307617
	Iteration 41Q: 3 clusters Score -944570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -944568.937500 Penalty: 2923.307617
	Iteration 42Q: 3 clusters Score -944568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -944570.687500 Penalty: 2923.307617
	Iteration 43Q: 3 clusters Score -944570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -944569.687500 Penalty: 2923.307617
	Iteration 44Q: 3 clusters Score -944569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -944569.687500 Penalty: 2923.307617
	Iteration 45F: 3 clusters Score -944569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (84249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Entering Unmasked Estep 
Score: -10804980.000000 Penalty: 1842.998901
	Iteration 0F: 2 clusters Score -1.080498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -10749135.000000 Penalty: 3685.997803
	Iteration 0F: 3 clusters Score -1.074914e+07 nChanged 40096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -10772431.000000 Penalty: 3685.997803
	Iteration 1F: 3 clusters Score -1.077243e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -10773120.000000 Penalty: 3685.997803
	Iteration 2Q: 3 clusters Score -1.077312e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -10774079.000000 Penalty: 3685.997803
	Iteration 3Q: 3 clusters Score -1.077408e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -10775422.000000 Penalty: 3685.997803
	Iteration 4Q: 3 clusters Score -1.077542e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -10777286.000000 Penalty: 3685.997803
	Iteration 5Q: 3 clusters Score -1.077729e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10779942.000000 Penalty: 3685.997803
	Iteration 6F: 3 clusters Score -1.077994e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -10783578.000000 Penalty: 3685.997803
	Iteration 7F: 3 clusters Score -1.078358e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -10787831.000000 Penalty: 3685.997803
	Iteration 8F: 3 clusters Score -1.078783e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -10791589.000000 Penalty: 3685.997803
	Iteration 9F: 3 clusters Score -1.079159e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 72592 members 
Entering Unmasked Estep 
Score: -10794578.000000 Penalty: 3685.997803
	Iteration 10Q: 3 clusters Score -1.079458e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -10796982.000000 Penalty: 3685.997803
	Iteration 11Q: 3 clusters Score -1.079698e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -10798912.000000 Penalty: 3685.997803
	Iteration 12Q: 3 clusters Score -1.079891e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 80283 members 
Entering Unmasked Estep 
Score: -10800526.000000 Penalty: 3685.997803
	Iteration 13Q: 3 clusters Score -1.080053e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
Score: -10801593.000000 Penalty: 3685.997803
	Iteration 14Q: 3 clusters Score -1.080159e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -10802408.000000 Penalty: 3685.997803
	Iteration 15Q: 3 clusters Score -1.080241e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -10802809.000000 Penalty: 3685.997803
	Iteration 16Q: 3 clusters Score -1.080281e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -10803044.000000 Penalty: 3685.997803
	Iteration 17Q: 3 clusters Score -1.080304e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 83761 members 
Entering Unmasked Estep 
Score: -10803209.000000 Penalty: 3685.997803
	Iteration 18Q: 3 clusters Score -1.080321e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -10803268.000000 Penalty: 3685.997803
	Iteration 19Q: 3 clusters Score -1.080327e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -10803292.000000 Penalty: 3685.997803
	Iteration 20F: 3 clusters Score -1.080329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -10803325.000000 Penalty: 3685.997803
	Iteration 21Q: 3 clusters Score -1.080332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -10803344.000000 Penalty: 3685.997803
	Iteration 22Q: 3 clusters Score -1.080334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -10803363.000000 Penalty: 3685.997803
	Iteration 23Q: 3 clusters Score -1.080336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -10803375.000000 Penalty: 3685.997803
	Iteration 24Q: 3 clusters Score -1.080338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 83967 members 
Entering Unmasked Estep 
Score: -10803400.000000 Penalty: 3685.997803
	Iteration 25Q: 3 clusters Score -1.08034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -10803410.000000 Penalty: 3685.997803
	Iteration 26Q: 3 clusters Score -1.080341e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 83979 members 
Entering Unmasked Estep 
Score: -10803417.000000 Penalty: 3685.997803
	Iteration 27Q: 3 clusters Score -1.080342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -10803425.000000 Penalty: 3685.997803
	Iteration 28Q: 3 clusters Score -1.080342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -10803424.000000 Penalty: 3685.997803
	Iteration 29Q: 3 clusters Score -1.080342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -10803424.000000 Penalty: 3685.997803
	Iteration 30F: 3 clusters Score -1.080342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Entering Unmasked Estep 
Score: -2432730.250000 Penalty: 1598.933228
	Iteration 0F: 2 clusters Score -2432730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2419894.500000 Penalty: 3197.866455
	Iteration 0F: 3 clusters Score -2419894 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2424489.250000 Penalty: 3197.866455
	Iteration 1F: 3 clusters Score -2424489 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2424882.000000 Penalty: 3197.866455
	Iteration 2F: 3 clusters Score -2424882 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2425291.500000 Penalty: 3197.866455
	Iteration 3Q: 3 clusters Score -2425292 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2425774.750000 Penalty: 3197.866455
	Iteration 4F: 3 clusters Score -2425775 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2426385.750000 Penalty: 3197.866455
	Iteration 5F: 3 clusters Score -2426386 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2427131.750000 Penalty: 3197.866455
	Iteration 6F: 3 clusters Score -2427132 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2427971.000000 Penalty: 3197.866455
	Iteration 7F: 3 clusters Score -2427971 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2428735.750000 Penalty: 3197.866455
	Iteration 8Q: 3 clusters Score -2428736 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2429405.500000 Penalty: 3197.866455
	Iteration 9Q: 3 clusters Score -2429406 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2429859.750000 Penalty: 3197.866455
	Iteration 10Q: 3 clusters Score -2429860 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2430076.250000 Penalty: 3197.866455
	Iteration 11Q: 3 clusters Score -2430076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2430222.500000 Penalty: 3197.866455
	Iteration 12Q: 3 clusters Score -2430222 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2430317.500000 Penalty: 3197.866455
	Iteration 13Q: 3 clusters Score -2430318 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2430394.500000 Penalty: 3197.866455
	Iteration 14Q: 3 clusters Score -2430394 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2430454.250000 Penalty: 3197.866455
	Iteration 15Q: 3 clusters Score -2430454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2430501.250000 Penalty: 3197.866455
	Iteration 16Q: 3 clusters Score -2430501 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2430553.750000 Penalty: 3197.866455
	Iteration 17Q: 3 clusters Score -2430554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2430599.250000 Penalty: 3197.866455
	Iteration 18Q: 3 clusters Score -2430599 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2430669.000000 Penalty: 3197.866455
	Iteration 19Q: 3 clusters Score -2430669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2430722.250000 Penalty: 3197.866455
	Iteration 20F: 3 clusters Score -2430722 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2430766.250000 Penalty: 3197.866455
	Iteration 21Q: 3 clusters Score -2430766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2430796.750000 Penalty: 3197.866455
	Iteration 22Q: 3 clusters Score -2430797 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2430850.750000 Penalty: 3197.866455
	Iteration 23Q: 3 clusters Score -2430851 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -2430881.500000 Penalty: 3197.866455
	Iteration 24Q: 3 clusters Score -2430882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2430915.500000 Penalty: 3197.866455
	Iteration 25Q: 3 clusters Score -2430916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2430932.250000 Penalty: 3197.866455
	Iteration 26Q: 3 clusters Score -2430932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2430956.250000 Penalty: 3197.866455
	Iteration 27Q: 3 clusters Score -2430956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2430982.500000 Penalty: 3197.866455
	Iteration 28Q: 3 clusters Score -2430982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2431005.250000 Penalty: 3197.866455
	Iteration 29Q: 3 clusters Score -2431005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2431025.750000 Penalty: 3197.866455
	Iteration 30Q: 3 clusters Score -2431026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2431052.000000 Penalty: 3197.866455
	Iteration 31Q: 3 clusters Score -2431052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2431076.000000 Penalty: 3197.866455
	Iteration 32Q: 3 clusters Score -2431076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2431096.750000 Penalty: 3197.866455
	Iteration 33Q: 3 clusters Score -2431097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2431119.750000 Penalty: 3197.866455
	Iteration 34Q: 3 clusters Score -2431120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2431147.500000 Penalty: 3197.866455
	Iteration 35Q: 3 clusters Score -2431148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2431166.250000 Penalty: 3197.866455
	Iteration 36Q: 3 clusters Score -2431166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2431189.500000 Penalty: 3197.866455
	Iteration 37Q: 3 clusters Score -2431190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2431203.500000 Penalty: 3197.866455
	Iteration 38Q: 3 clusters Score -2431204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2431217.250000 Penalty: 3197.866455
	Iteration 39Q: 3 clusters Score -2431217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2431233.000000 Penalty: 3197.866455
	Iteration 40F: 3 clusters Score -2431233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2431249.000000 Penalty: 3197.866455
	Iteration 41Q: 3 clusters Score -2431249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2431255.500000 Penalty: 3197.866455
	Iteration 42Q: 3 clusters Score -2431256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2431267.500000 Penalty: 3197.866455
	Iteration 43Q: 3 clusters Score -2431268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2431277.250000 Penalty: 3197.866455
	Iteration 44Q: 3 clusters Score -2431277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2431283.500000 Penalty: 3197.866455
	Iteration 45Q: 3 clusters Score -2431284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2431294.000000 Penalty: 3197.866455
	Iteration 46Q: 3 clusters Score -2431294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2431295.750000 Penalty: 3197.866455
	Iteration 47Q: 3 clusters Score -2431296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2431302.500000 Penalty: 3197.866455
	Iteration 48Q: 3 clusters Score -2431302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2431308.250000 Penalty: 3197.866455
	Iteration 49Q: 3 clusters Score -2431308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2431310.000000 Penalty: 3197.866455
	Iteration 50Q: 3 clusters Score -2431310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2431315.750000 Penalty: 3197.866455
	Iteration 51Q: 3 clusters Score -2431316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2431315.750000 Penalty: 3197.866455
	Iteration 52F: 3 clusters Score -2431316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -14913.395508 Penalty: 889.925293
	Iteration 0F: 2 clusters Score -14913.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14371.478516 Penalty: 1779.850586
	Iteration 0F: 3 clusters Score -14371.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14730.882812 Penalty: 1779.850586
	Iteration 1F: 3 clusters Score -14730.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14866.551758 Penalty: 1779.850586
	Iteration 2F: 3 clusters Score -14866.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14938.353516 Penalty: 1779.850586
	Iteration 3F: 3 clusters Score -14938.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14960.379883 Penalty: 1779.850586
	Iteration 4Q: 3 clusters Score -14960.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14960.379883 Penalty: 1779.850586
	Iteration 5F: 3 clusters Score -14960.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68341 members 
Mstep: Class 7 contains 41562 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 151 members 
Mstep: Class 13 contains 19125 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 18 contains 12596 members 
Mstep: Class 19 contains 22909 members 
Mstep: Class 20 contains 58910 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18730 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51952 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 88 members 
Entering Unmasked Estep 
Score: -59793252.000000 Penalty: 59499.636719
Splitting cluster 12 changes total score from -59794432.000000 to -59793252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (19125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Entering Unmasked Estep 
Score: -2389645.500000 Penalty: 1602.047119
	Iteration 0F: 2 clusters Score -2389646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2376549.750000 Penalty: 3204.094238
	Iteration 0F: 3 clusters Score -2376550 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2381282.500000 Penalty: 3204.094238
	Iteration 1F: 3 clusters Score -2381282 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2381673.750000 Penalty: 3204.094238
	Iteration 2F: 3 clusters Score -2381674 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2382090.000000 Penalty: 3204.094238
	Iteration 3Q: 3 clusters Score -2382090 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2382490.000000 Penalty: 3204.094238
	Iteration 4Q: 3 clusters Score -2382490 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2382964.250000 Penalty: 3204.094238
	Iteration 5Q: 3 clusters Score -2382964 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2383496.500000 Penalty: 3204.094238
	Iteration 6F: 3 clusters Score -2383496 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2384117.250000 Penalty: 3204.094238
	Iteration 7F: 3 clusters Score -2384117 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2384948.000000 Penalty: 3204.094238
	Iteration 8F: 3 clusters Score -2384948 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2385719.000000 Penalty: 3204.094238
	Iteration 9F: 3 clusters Score -2385719 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2386333.000000 Penalty: 3204.094238
	Iteration 10Q: 3 clusters Score -2386333 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2386830.500000 Penalty: 3204.094238
	Iteration 11Q: 3 clusters Score -2386830 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2387225.250000 Penalty: 3204.094238
	Iteration 12Q: 3 clusters Score -2387225 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2387570.000000 Penalty: 3204.094238
	Iteration 13Q: 3 clusters Score -2387570 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2387821.500000 Penalty: 3204.094238
	Iteration 14Q: 3 clusters Score -2387822 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2387995.250000 Penalty: 3204.094238
	Iteration 15Q: 3 clusters Score -2387995 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2388136.750000 Penalty: 3204.094238
	Iteration 16Q: 3 clusters Score -2388137 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2388255.000000 Penalty: 3204.094238
	Iteration 17Q: 3 clusters Score -2388255 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2388354.000000 Penalty: 3204.094238
	Iteration 18Q: 3 clusters Score -2388354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2388412.500000 Penalty: 3204.094238
	Iteration 19Q: 3 clusters Score -2388412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2388460.500000 Penalty: 3204.094238
	Iteration 20F: 3 clusters Score -2388460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2388480.750000 Penalty: 3204.094238
	Iteration 21Q: 3 clusters Score -2388481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2388496.500000 Penalty: 3204.094238
	Iteration 22Q: 3 clusters Score -2388496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2388517.000000 Penalty: 3204.094238
	Iteration 23Q: 3 clusters Score -2388517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2388537.250000 Penalty: 3204.094238
	Iteration 24Q: 3 clusters Score -2388537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2388550.250000 Penalty: 3204.094238
	Iteration 25Q: 3 clusters Score -2388550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2388557.250000 Penalty: 3204.094238
	Iteration 26Q: 3 clusters Score -2388557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2388571.500000 Penalty: 3204.094238
	Iteration 27Q: 3 clusters Score -2388572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2388578.750000 Penalty: 3204.094238
	Iteration 28Q: 3 clusters Score -2388579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2388587.500000 Penalty: 3204.094238
	Iteration 29Q: 3 clusters Score -2388588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2388596.500000 Penalty: 3204.094238
	Iteration 30Q: 3 clusters Score -2388596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2388606.750000 Penalty: 3204.094238
	Iteration 31Q: 3 clusters Score -2388607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2388612.000000 Penalty: 3204.094238
	Iteration 32Q: 3 clusters Score -2388612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2388610.500000 Penalty: 3204.094238
	Iteration 33Q: 3 clusters Score -2388610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2388614.500000 Penalty: 3204.094238
	Iteration 34Q: 3 clusters Score -2388614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2388615.000000 Penalty: 3204.094238
	Iteration 35Q: 3 clusters Score -2388615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2388617.750000 Penalty: 3204.094238
	Iteration 36Q: 3 clusters Score -2388618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2388622.750000 Penalty: 3204.094238
	Iteration 37Q: 3 clusters Score -2388623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2388624.500000 Penalty: 3204.094238
	Iteration 38Q: 3 clusters Score -2388624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -2388621.750000 Penalty: 3204.094238
	Iteration 39Q: 3 clusters Score -2388622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2388620.750000 Penalty: 3204.094238
	Iteration 40F: 3 clusters Score -2388621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2388619.250000 Penalty: 3204.094238
	Iteration 41Q: 3 clusters Score -2388619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2388624.000000 Penalty: 3204.094238
	Iteration 42Q: 3 clusters Score -2388624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2388622.750000 Penalty: 3204.094238
	Iteration 43Q: 3 clusters Score -2388623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2388623.750000 Penalty: 3204.094238
	Iteration 44Q: 3 clusters Score -2388624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2388629.500000 Penalty: 3204.094238
	Iteration 45Q: 3 clusters Score -2388630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2388627.250000 Penalty: 3204.094238
	Iteration 46Q: 3 clusters Score -2388627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2388629.750000 Penalty: 3204.094238
	Iteration 47Q: 3 clusters Score -2388630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2388629.500000 Penalty: 3204.094238
	Iteration 48Q: 3 clusters Score -2388630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2388629.250000 Penalty: 3204.094238
	Iteration 49Q: 3 clusters Score -2388629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2388631.250000 Penalty: 3204.094238
	Iteration 50Q: 3 clusters Score -2388631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2388634.000000 Penalty: 3204.094238
	Iteration 51Q: 3 clusters Score -2388634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2388634.000000 Penalty: 3204.094238
	Iteration 52Q: 3 clusters Score -2388634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2388635.500000 Penalty: 3204.094238
	Iteration 53Q: 3 clusters Score -2388636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2388635.500000 Penalty: 3204.094238
	Iteration 54F: 3 clusters Score -2388636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -74423.335938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -74423.34 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 361 members 
Entering Unmasked Estep 
Score: -73236.828125 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -73236.83 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -73510.484375 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -73510.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73694.351562 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -73694.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -73816.570312 Penalty: 2133.711182
	Iteration 3F: 3 clusters Score -73816.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -73873.867188 Penalty: 2133.711182
	Iteration 4F: 3 clusters Score -73873.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -73921.125000 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -73921.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74005.789062 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -74005.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74075.242188 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -74075.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74103.578125 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -74103.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74122.820312 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -74122.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74130.414062 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -74130.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74137.140625 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -74137.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74139.992188 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -74139.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -74142.328125 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -74142.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74143.664062 Penalty: 2133.711182
	Iteration 14Q: 3 clusters Score -74143.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74143.664062 Penalty: 2133.711182
	Iteration 15F: 3 clusters Score -74143.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -29118.759766 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -29118.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28284.996094 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -28285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28346.683594 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -28346.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28369.451172 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -28369.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28373.599609 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -28373.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28373.599609 Penalty: 1781.207642
	Iteration 4F: 3 clusters Score -28373.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -45594.773438 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -45594.77 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 205 members 
Entering Unmasked Estep 
Score: -44697.609375 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -44697.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44919.414062 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -44919.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45014.816406 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -45014.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45050.062500 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -45050.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45064.851562 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -45064.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45069.226562 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -45069.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45077.738281 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -45077.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -45078.390625 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -45078.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -45080.734375 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -45080.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -45081.886719 Penalty: 1966.928955
	Iteration 9Q: 3 clusters Score -45081.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45082.421875 Penalty: 1966.928955
	Iteration 10Q: 3 clusters Score -45082.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45082.421875 Penalty: 1966.928955
	Iteration 11F: 3 clusters Score -45082.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Entering Unmasked Estep 
Score: -1239469.875000 Penalty: 1495.424316
	Iteration 0F: 2 clusters Score -1239470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1232346.625000 Penalty: 2990.848633
	Iteration 0F: 3 clusters Score -1232347 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1234745.375000 Penalty: 2990.848633
	Iteration 1F: 3 clusters Score -1234745 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1235147.625000 Penalty: 2990.848633
	Iteration 2F: 3 clusters Score -1235148 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1235547.625000 Penalty: 2990.848633
	Iteration 3F: 3 clusters Score -1235548 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1235939.375000 Penalty: 2990.848633
	Iteration 4F: 3 clusters Score -1235939 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1236357.500000 Penalty: 2990.848633
	Iteration 5F: 3 clusters Score -1236358 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1236769.875000 Penalty: 2990.848633
	Iteration 6F: 3 clusters Score -1236770 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1237139.750000 Penalty: 2990.848633
	Iteration 7F: 3 clusters Score -1237140 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1237419.500000 Penalty: 2990.848633
	Iteration 8Q: 3 clusters Score -1237420 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1237607.250000 Penalty: 2990.848633
	Iteration 9Q: 3 clusters Score -1237607 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1237742.750000 Penalty: 2990.848633
	Iteration 10Q: 3 clusters Score -1237743 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1237845.500000 Penalty: 2990.848633
	Iteration 11Q: 3 clusters Score -1237846 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1237950.250000 Penalty: 2990.848633
	Iteration 12Q: 3 clusters Score -1237950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1238010.750000 Penalty: 2990.848633
	Iteration 13Q: 3 clusters Score -1238011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1238079.125000 Penalty: 2990.848633
	Iteration 14Q: 3 clusters Score -1238079 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1238158.500000 Penalty: 2990.848633
	Iteration 15Q: 3 clusters Score -1238158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1238231.750000 Penalty: 2990.848633
	Iteration 16Q: 3 clusters Score -1238232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1238296.000000 Penalty: 2990.848633
	Iteration 17Q: 3 clusters Score -1238296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1238333.375000 Penalty: 2990.848633
	Iteration 18Q: 3 clusters Score -1238333 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1238375.500000 Penalty: 2990.848633
	Iteration 19Q: 3 clusters Score -1238376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1238408.500000 Penalty: 2990.848633
	Iteration 20F: 3 clusters Score -1238408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1238434.500000 Penalty: 2990.848633
	Iteration 21Q: 3 clusters Score -1238434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1238452.250000 Penalty: 2990.848633
	Iteration 22Q: 3 clusters Score -1238452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1238474.250000 Penalty: 2990.848633
	Iteration 23Q: 3 clusters Score -1238474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1238493.875000 Penalty: 2990.848633
	Iteration 24Q: 3 clusters Score -1238494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1238514.000000 Penalty: 2990.848633
	Iteration 25Q: 3 clusters Score -1238514 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1238530.250000 Penalty: 2990.848633
	Iteration 26Q: 3 clusters Score -1238530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1238544.250000 Penalty: 2990.848633
	Iteration 27Q: 3 clusters Score -1238544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1238561.750000 Penalty: 2990.848633
	Iteration 28Q: 3 clusters Score -1238562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1238574.000000 Penalty: 2990.848633
	Iteration 29Q: 3 clusters Score -1238574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1238583.875000 Penalty: 2990.848633
	Iteration 30Q: 3 clusters Score -1238584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1238587.750000 Penalty: 2990.848633
	Iteration 31Q: 3 clusters Score -1238588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1238596.250000 Penalty: 2990.848633
	Iteration 32Q: 3 clusters Score -1238596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1238608.875000 Penalty: 2990.848633
	Iteration 33Q: 3 clusters Score -1238609 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1238614.375000 Penalty: 2990.848633
	Iteration 34Q: 3 clusters Score -1238614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1238621.375000 Penalty: 2990.848633
	Iteration 35Q: 3 clusters Score -1238621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1238633.375000 Penalty: 2990.848633
	Iteration 36Q: 3 clusters Score -1238633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1238642.250000 Penalty: 2990.848633
	Iteration 37Q: 3 clusters Score -1238642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1238654.625000 Penalty: 2990.848633
	Iteration 38Q: 3 clusters Score -1238655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1238666.750000 Penalty: 2990.848633
	Iteration 39Q: 3 clusters Score -1238667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1238676.375000 Penalty: 2990.848633
	Iteration 40F: 3 clusters Score -1238676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1238679.875000 Penalty: 2990.848633
	Iteration 41Q: 3 clusters Score -1238680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1238699.875000 Penalty: 2990.848633
	Iteration 42Q: 3 clusters Score -1238700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1238707.250000 Penalty: 2990.848633
	Iteration 43Q: 3 clusters Score -1238707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1238718.125000 Penalty: 2990.848633
	Iteration 44Q: 3 clusters Score -1238718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1238721.000000 Penalty: 2990.848633
	Iteration 45Q: 3 clusters Score -1238721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1238733.000000 Penalty: 2990.848633
	Iteration 46Q: 3 clusters Score -1238733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1238739.125000 Penalty: 2990.848633
	Iteration 47Q: 3 clusters Score -1238739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1238750.625000 Penalty: 2990.848633
	Iteration 48Q: 3 clusters Score -1238751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1238759.000000 Penalty: 2990.848633
	Iteration 49Q: 3 clusters Score -1238759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1238776.750000 Penalty: 2990.848633
	Iteration 50Q: 3 clusters Score -1238777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1238787.875000 Penalty: 2990.848633
	Iteration 51Q: 3 clusters Score -1238788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1238799.750000 Penalty: 2990.848633
	Iteration 52Q: 3 clusters Score -1238800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1238823.500000 Penalty: 2990.848633
	Iteration 53Q: 3 clusters Score -1238824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1238858.250000 Penalty: 2990.848633
	Iteration 54Q: 3 clusters Score -1238858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1238890.375000 Penalty: 2990.848633
	Iteration 55Q: 3 clusters Score -1238890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1238914.625000 Penalty: 2990.848633
	Iteration 56Q: 3 clusters Score -1238915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1238943.875000 Penalty: 2990.848633
	Iteration 57Q: 3 clusters Score -1238944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1238973.000000 Penalty: 2990.848633
	Iteration 58Q: 3 clusters Score -1238973 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1238998.000000 Penalty: 2990.848633
	Iteration 59Q: 3 clusters Score -1238998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1239025.125000 Penalty: 2990.848633
	Iteration 60F: 3 clusters Score -1239025 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1239044.375000 Penalty: 2990.848633
	Iteration 61Q: 3 clusters Score -1239044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1239060.375000 Penalty: 2990.848633
	Iteration 62Q: 3 clusters Score -1239060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1239069.750000 Penalty: 2990.848633
	Iteration 63Q: 3 clusters Score -1239070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1239076.875000 Penalty: 2990.848633
	Iteration 64Q: 3 clusters Score -1239077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1239083.250000 Penalty: 2990.848633
	Iteration 65Q: 3 clusters Score -1239083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1239086.750000 Penalty: 2990.848633
	Iteration 66Q: 3 clusters Score -1239087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1239090.500000 Penalty: 2990.848633
	Iteration 67Q: 3 clusters Score -1239090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1239091.125000 Penalty: 2990.848633
	Iteration 68Q: 3 clusters Score -1239091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1239091.875000 Penalty: 2990.848633
	Iteration 69Q: 3 clusters Score -1239092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1239093.625000 Penalty: 2990.848633
	Iteration 70Q: 3 clusters Score -1239094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1239093.000000 Penalty: 2990.848633
	Iteration 71Q: 3 clusters Score -1239093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1239092.625000 Penalty: 2990.848633
	Iteration 72Q: 3 clusters Score -1239093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1239095.125000 Penalty: 2990.848633
	Iteration 73Q: 3 clusters Score -1239095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1239096.000000 Penalty: 2990.848633
	Iteration 74Q: 3 clusters Score -1239096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1239093.000000 Penalty: 2990.848633
	Iteration 75Q: 3 clusters Score -1239093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1239094.125000 Penalty: 2990.848633
	Iteration 76Q: 3 clusters Score -1239094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1239095.500000 Penalty: 2990.848633
	Iteration 77Q: 3 clusters Score -1239096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1239093.500000 Penalty: 2990.848633
	Iteration 78Q: 3 clusters Score -1239094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1239096.875000 Penalty: 2990.848633
	Iteration 79Q: 3 clusters Score -1239097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1239099.250000 Penalty: 2990.848633
	Iteration 80F: 3 clusters Score -1239099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1239099.125000 Penalty: 2990.848633
	Iteration 81Q: 3 clusters Score -1239099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1239102.000000 Penalty: 2990.848633
	Iteration 82Q: 3 clusters Score -1239102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1239102.625000 Penalty: 2990.848633
	Iteration 83Q: 3 clusters Score -1239103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1239101.375000 Penalty: 2990.848633
	Iteration 84Q: 3 clusters Score -1239101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1239102.125000 Penalty: 2990.848633
	Iteration 85Q: 3 clusters Score -1239102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1239100.625000 Penalty: 2990.848633
	Iteration 86Q: 3 clusters Score -1239101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1239101.625000 Penalty: 2990.848633
	Iteration 87Q: 3 clusters Score -1239102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1239102.500000 Penalty: 2990.848633
	Iteration 88Q: 3 clusters Score -1239102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1239102.500000 Penalty: 2990.848633
	Iteration 89F: 3 clusters Score -1239102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1587598.750000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1587599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1578724.875000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1578725 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1581856.250000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1581856 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1582290.875000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1582291 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1582759.375000 Penalty: 3068.368652
	Iteration 3F: 3 clusters Score -1582759 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1583287.750000 Penalty: 3068.368652
	Iteration 4F: 3 clusters Score -1583288 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1583882.750000 Penalty: 3068.368652
	Iteration 5F: 3 clusters Score -1583883 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1584476.750000 Penalty: 3068.368652
	Iteration 6F: 3 clusters Score -1584477 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1585066.250000 Penalty: 3068.368652
	Iteration 7F: 3 clusters Score -1585066 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1585579.875000 Penalty: 3068.368652
	Iteration 8F: 3 clusters Score -1585580 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1586004.750000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1586005 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1586319.875000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1586320 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1586548.375000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1586548 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1586684.375000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1586684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1586778.500000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1586778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1586829.125000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1586829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1586860.375000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1586860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1586876.625000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1586877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1586889.000000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1586889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1586908.875000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1586909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1586927.875000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1586928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1586937.375000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1586937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1586946.375000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1586946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1586956.750000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1586957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1586963.875000 Penalty: 3068.368652
	Iteration 23Q: 3 clusters Score -1586964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1586966.625000 Penalty: 3068.368652
	Iteration 24Q: 3 clusters Score -1586967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1586967.000000 Penalty: 3068.368652
	Iteration 25Q: 3 clusters Score -1586967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1586971.375000 Penalty: 3068.368652
	Iteration 26Q: 3 clusters Score -1586971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1586972.500000 Penalty: 3068.368652
	Iteration 27Q: 3 clusters Score -1586972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1586972.125000 Penalty: 3068.368652
	Iteration 28Q: 3 clusters Score -1586972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1586970.750000 Penalty: 3068.368652
	Iteration 29Q: 3 clusters Score -1586971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1586972.875000 Penalty: 3068.368652
	Iteration 30Q: 3 clusters Score -1586973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1586975.500000 Penalty: 3068.368652
	Iteration 31Q: 3 clusters Score -1586976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1586975.625000 Penalty: 3068.368652
	Iteration 32Q: 3 clusters Score -1586976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1586977.875000 Penalty: 3068.368652
	Iteration 33Q: 3 clusters Score -1586978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1586975.500000 Penalty: 3068.368652
	Iteration 34Q: 3 clusters Score -1586976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -1586978.250000 Penalty: 3068.368652
	Iteration 35Q: 3 clusters Score -1586978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1586980.125000 Penalty: 3068.368652
	Iteration 36Q: 3 clusters Score -1586980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1586979.250000 Penalty: 3068.368652
	Iteration 37Q: 3 clusters Score -1586979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1586980.625000 Penalty: 3068.368652
	Iteration 38Q: 3 clusters Score -1586981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1586980.750000 Penalty: 3068.368652
	Iteration 39Q: 3 clusters Score -1586981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1586980.500000 Penalty: 3068.368652
	Iteration 40F: 3 clusters Score -1586980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1586981.000000 Penalty: 3068.368652
	Iteration 41Q: 3 clusters Score -1586981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1586981.000000 Penalty: 3068.368652
	Iteration 42F: 3 clusters Score -1586981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Entering Unmasked Estep 
Score: -2824288.250000 Penalty: 1631.383789
	Iteration 0F: 2 clusters Score -2824288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2808774.250000 Penalty: 3262.767578
	Iteration 0F: 3 clusters Score -2808774 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2814401.750000 Penalty: 3262.767578
	Iteration 1F: 3 clusters Score -2814402 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2814745.500000 Penalty: 3262.767578
	Iteration 2Q: 3 clusters Score -2814746 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2815026.500000 Penalty: 3262.767578
	Iteration 3Q: 3 clusters Score -2815026 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2815302.000000 Penalty: 3262.767578
	Iteration 4Q: 3 clusters Score -2815302 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2815556.750000 Penalty: 3262.767578
	Iteration 5Q: 3 clusters Score -2815557 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2815800.750000 Penalty: 3262.767578
	Iteration 6Q: 3 clusters Score -2815801 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2816066.750000 Penalty: 3262.767578
	Iteration 7Q: 3 clusters Score -2816067 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2816426.750000 Penalty: 3262.767578
	Iteration 8Q: 3 clusters Score -2816427 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2816914.750000 Penalty: 3262.767578
	Iteration 9Q: 3 clusters Score -2816915 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -2817556.500000 Penalty: 3262.767578
	Iteration 10Q: 3 clusters Score -2817556 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2818278.000000 Penalty: 3262.767578
	Iteration 11Q: 3 clusters Score -2818278 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2819111.750000 Penalty: 3262.767578
	Iteration 12Q: 3 clusters Score -2819112 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2819860.250000 Penalty: 3262.767578
	Iteration 13Q: 3 clusters Score -2819860 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2820472.000000 Penalty: 3262.767578
	Iteration 14Q: 3 clusters Score -2820472 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2820924.250000 Penalty: 3262.767578
	Iteration 15Q: 3 clusters Score -2820924 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2821293.250000 Penalty: 3262.767578
	Iteration 16Q: 3 clusters Score -2821293 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2821620.000000 Penalty: 3262.767578
	Iteration 17Q: 3 clusters Score -2821620 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2821926.500000 Penalty: 3262.767578
	Iteration 18Q: 3 clusters Score -2821926 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2822226.500000 Penalty: 3262.767578
	Iteration 19Q: 3 clusters Score -2822226 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2822466.500000 Penalty: 3262.767578
	Iteration 20F: 3 clusters Score -2822466 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2822645.750000 Penalty: 3262.767578
	Iteration 21Q: 3 clusters Score -2822646 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2822752.250000 Penalty: 3262.767578
	Iteration 22Q: 3 clusters Score -2822752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2822817.500000 Penalty: 3262.767578
	Iteration 23Q: 3 clusters Score -2822818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2822850.500000 Penalty: 3262.767578
	Iteration 24Q: 3 clusters Score -2822850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2822865.500000 Penalty: 3262.767578
	Iteration 25Q: 3 clusters Score -2822866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2822885.500000 Penalty: 3262.767578
	Iteration 26Q: 3 clusters Score -2822886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2822894.000000 Penalty: 3262.767578
	Iteration 27Q: 3 clusters Score -2822894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -2822901.750000 Penalty: 3262.767578
	Iteration 28Q: 3 clusters Score -2822902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2822912.500000 Penalty: 3262.767578
	Iteration 29Q: 3 clusters Score -2822912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2822913.750000 Penalty: 3262.767578
	Iteration 30Q: 3 clusters Score -2822914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -2822915.000000 Penalty: 3262.767578
	Iteration 31Q: 3 clusters Score -2822915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2822917.500000 Penalty: 3262.767578
	Iteration 32Q: 3 clusters Score -2822918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2822914.500000 Penalty: 3262.767578
	Iteration 33Q: 3 clusters Score -2822914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2822919.750000 Penalty: 3262.767578
	Iteration 34Q: 3 clusters Score -2822920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2822921.500000 Penalty: 3262.767578
	Iteration 35Q: 3 clusters Score -2822922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2822926.750000 Penalty: 3262.767578
	Iteration 36Q: 3 clusters Score -2822927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2822934.750000 Penalty: 3262.767578
	Iteration 37Q: 3 clusters Score -2822935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -2822944.500000 Penalty: 3262.767578
	Iteration 38Q: 3 clusters Score -2822944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2822947.500000 Penalty: 3262.767578
	Iteration 39Q: 3 clusters Score -2822948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2822948.250000 Penalty: 3262.767578
	Iteration 40F: 3 clusters Score -2822948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2822957.250000 Penalty: 3262.767578
	Iteration 41Q: 3 clusters Score -2822957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2822960.750000 Penalty: 3262.767578
	Iteration 42Q: 3 clusters Score -2822961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2822964.250000 Penalty: 3262.767578
	Iteration 43Q: 3 clusters Score -2822964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2822966.250000 Penalty: 3262.767578
	Iteration 44Q: 3 clusters Score -2822966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2822968.500000 Penalty: 3262.767578
	Iteration 45Q: 3 clusters Score -2822968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2822968.750000 Penalty: 3262.767578
	Iteration 46Q: 3 clusters Score -2822969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2822971.500000 Penalty: 3262.767578
	Iteration 47Q: 3 clusters Score -2822972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2822971.500000 Penalty: 3262.767578
	Iteration 48F: 3 clusters Score -2822972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Entering Unmasked Estep 
Score: -7593034.000000 Penalty: 1784.862061
	Iteration 0F: 2 clusters Score -7593034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -7553636.000000 Penalty: 3569.724121
	Iteration 0F: 3 clusters Score -7553636 nChanged 27918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -7569626.500000 Penalty: 3569.724121
	Iteration 1F: 3 clusters Score -7569626 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -7570124.500000 Penalty: 3569.724121
	Iteration 2Q: 3 clusters Score -7570124 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -7570649.500000 Penalty: 3569.724121
	Iteration 3Q: 3 clusters Score -7570650 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -7571241.500000 Penalty: 3569.724121
	Iteration 4Q: 3 clusters Score -7571242 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -7572075.500000 Penalty: 3569.724121
	Iteration 5Q: 3 clusters Score -7572076 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7573295.500000 Penalty: 3569.724121
	Iteration 6Q: 3 clusters Score -7573296 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -7575204.000000 Penalty: 3569.724121
	Iteration 7F: 3 clusters Score -7575204 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -7577733.500000 Penalty: 3569.724121
	Iteration 8F: 3 clusters Score -7577734 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -7580808.000000 Penalty: 3569.724121
	Iteration 9F: 3 clusters Score -7580808 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -7583979.500000 Penalty: 3569.724121
	Iteration 10F: 3 clusters Score -7583980 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -7586602.000000 Penalty: 3569.724121
	Iteration 11F: 3 clusters Score -7586602 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -7588668.000000 Penalty: 3569.724121
	Iteration 12Q: 3 clusters Score -7588668 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -7590029.000000 Penalty: 3569.724121
	Iteration 13Q: 3 clusters Score -7590029 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -7590781.000000 Penalty: 3569.724121
	Iteration 14Q: 3 clusters Score -7590781 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -7591054.000000 Penalty: 3569.724121
	Iteration 15Q: 3 clusters Score -7591054 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 58444 members 
Entering Unmasked Estep 
Score: -7591192.000000 Penalty: 3569.724121
	Iteration 16Q: 3 clusters Score -7591192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -7591260.500000 Penalty: 3569.724121
	Iteration 17Q: 3 clusters Score -7591260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -7591305.500000 Penalty: 3569.724121
	Iteration 18Q: 3 clusters Score -7591306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -7591334.500000 Penalty: 3569.724121
	Iteration 19Q: 3 clusters Score -7591334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -7591346.000000 Penalty: 3569.724121
	Iteration 20F: 3 clusters Score -7591346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -7591364.000000 Penalty: 3569.724121
	Iteration 21Q: 3 clusters Score -7591364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -7591396.000000 Penalty: 3569.724121
	Iteration 22Q: 3 clusters Score -7591396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -7591423.500000 Penalty: 3569.724121
	Iteration 23Q: 3 clusters Score -7591424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -7591437.500000 Penalty: 3569.724121
	Iteration 24Q: 3 clusters Score -7591438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -7591450.000000 Penalty: 3569.724121
	Iteration 25Q: 3 clusters Score -7591450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -7591449.000000 Penalty: 3569.724121
	Iteration 26Q: 3 clusters Score -7591449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -7591454.000000 Penalty: 3569.724121
	Iteration 27Q: 3 clusters Score -7591454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
Score: -7591454.000000 Penalty: 3569.724121
	Iteration 28F: 3 clusters Score -7591454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -401001.593750 Penalty: 1319.160156
	Iteration 0F: 2 clusters Score -401001.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -398073.750000 Penalty: 2638.320312
	Iteration 0F: 3 clusters Score -398073.8 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -398804.750000 Penalty: 2638.320312
	Iteration 1F: 3 clusters Score -398804.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -398946.656250 Penalty: 2638.320312
	Iteration 2F: 3 clusters Score -398946.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -399037.593750 Penalty: 2638.320312
	Iteration 3Q: 3 clusters Score -399037.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -399123.281250 Penalty: 2638.320312
	Iteration 4Q: 3 clusters Score -399123.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -399186.812500 Penalty: 2638.320312
	Iteration 5Q: 3 clusters Score -399186.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -399241.312500 Penalty: 2638.320312
	Iteration 6Q: 3 clusters Score -399241.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -399288.875000 Penalty: 2638.320312
	Iteration 7Q: 3 clusters Score -399288.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -399328.906250 Penalty: 2638.320312
	Iteration 8Q: 3 clusters Score -399328.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -399374.468750 Penalty: 2638.320312
	Iteration 9Q: 3 clusters Score -399374.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -399434.250000 Penalty: 2638.320312
	Iteration 10Q: 3 clusters Score -399434.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -399495.750000 Penalty: 2638.320312
	Iteration 11Q: 3 clusters Score -399495.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399543.937500 Penalty: 2638.320312
	Iteration 12Q: 3 clusters Score -399543.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -399587.687500 Penalty: 2638.320312
	Iteration 13Q: 3 clusters Score -399587.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -399634.156250 Penalty: 2638.320312
	Iteration 14Q: 3 clusters Score -399634.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -399677.250000 Penalty: 2638.320312
	Iteration 15Q: 3 clusters Score -399677.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -399716.031250 Penalty: 2638.320312
	Iteration 16Q: 3 clusters Score -399716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -399757.343750 Penalty: 2638.320312
	Iteration 17Q: 3 clusters Score -399757.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -399797.031250 Penalty: 2638.320312
	Iteration 18Q: 3 clusters Score -399797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -399826.718750 Penalty: 2638.320312
	Iteration 19Q: 3 clusters Score -399826.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -399853.968750 Penalty: 2638.320312
	Iteration 20F: 3 clusters Score -399854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -399871.718750 Penalty: 2638.320312
	Iteration 21Q: 3 clusters Score -399871.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -399882.531250 Penalty: 2638.320312
	Iteration 22Q: 3 clusters Score -399882.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -399891.812500 Penalty: 2638.320312
	Iteration 23Q: 3 clusters Score -399891.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -399899.031250 Penalty: 2638.320312
	Iteration 24Q: 3 clusters Score -399899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -399903.937500 Penalty: 2638.320312
	Iteration 25Q: 3 clusters Score -399903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -399905.656250 Penalty: 2638.320312
	Iteration 26Q: 3 clusters Score -399905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -399907.000000 Penalty: 2638.320312
	Iteration 27Q: 3 clusters Score -399907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -399906.812500 Penalty: 2638.320312
	Iteration 28Q: 3 clusters Score -399906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -399907.312500 Penalty: 2638.320312
	Iteration 29Q: 3 clusters Score -399907.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -399907.312500 Penalty: 2638.320312
	Iteration 30F: 3 clusters Score -399907.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Entering Unmasked Estep 
Score: -2432348.500000 Penalty: 1598.655884
	Iteration 0F: 2 clusters Score -2432348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2419504.500000 Penalty: 3197.311768
	Iteration 0F: 3 clusters Score -2419504 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2424088.750000 Penalty: 3197.311768
	Iteration 1F: 3 clusters Score -2424089 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2424395.750000 Penalty: 3197.311768
	Iteration 2Q: 3 clusters Score -2424396 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2424675.000000 Penalty: 3197.311768
	Iteration 3Q: 3 clusters Score -2424675 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2424950.500000 Penalty: 3197.311768
	Iteration 4Q: 3 clusters Score -2424950 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2425207.250000 Penalty: 3197.311768
	Iteration 5Q: 3 clusters Score -2425207 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2425484.750000 Penalty: 3197.311768
	Iteration 6Q: 3 clusters Score -2425485 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2425778.750000 Penalty: 3197.311768
	Iteration 7Q: 3 clusters Score -2425779 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2426102.500000 Penalty: 3197.311768
	Iteration 8Q: 3 clusters Score -2426102 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2426452.250000 Penalty: 3197.311768
	Iteration 9Q: 3 clusters Score -2426452 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2426851.250000 Penalty: 3197.311768
	Iteration 10Q: 3 clusters Score -2426851 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2427323.500000 Penalty: 3197.311768
	Iteration 11Q: 3 clusters Score -2427324 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -2427848.750000 Penalty: 3197.311768
	Iteration 12Q: 3 clusters Score -2427849 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2428424.750000 Penalty: 3197.311768
	Iteration 13Q: 3 clusters Score -2428425 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2429001.500000 Penalty: 3197.311768
	Iteration 14Q: 3 clusters Score -2429002 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2429451.500000 Penalty: 3197.311768
	Iteration 15Q: 3 clusters Score -2429452 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2429759.000000 Penalty: 3197.311768
	Iteration 16Q: 3 clusters Score -2429759 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2429983.000000 Penalty: 3197.311768
	Iteration 17Q: 3 clusters Score -2429983 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2430162.500000 Penalty: 3197.311768
	Iteration 18Q: 3 clusters Score -2430162 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2430307.000000 Penalty: 3197.311768
	Iteration 19Q: 3 clusters Score -2430307 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2430421.500000 Penalty: 3197.311768
	Iteration 20F: 3 clusters Score -2430422 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2430511.750000 Penalty: 3197.311768
	Iteration 21Q: 3 clusters Score -2430512 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2430599.500000 Penalty: 3197.311768
	Iteration 22Q: 3 clusters Score -2430600 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2430691.250000 Penalty: 3197.311768
	Iteration 23Q: 3 clusters Score -2430691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2430766.000000 Penalty: 3197.311768
	Iteration 24Q: 3 clusters Score -2430766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2430825.000000 Penalty: 3197.311768
	Iteration 25Q: 3 clusters Score -2430825 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2430861.000000 Penalty: 3197.311768
	Iteration 26Q: 3 clusters Score -2430861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2430883.250000 Penalty: 3197.311768
	Iteration 27Q: 3 clusters Score -2430883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2430897.250000 Penalty: 3197.311768
	Iteration 28Q: 3 clusters Score -2430897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2430914.000000 Penalty: 3197.311768
	Iteration 29Q: 3 clusters Score -2430914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2430926.250000 Penalty: 3197.311768
	Iteration 30Q: 3 clusters Score -2430926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2430927.500000 Penalty: 3197.311768
	Iteration 31Q: 3 clusters Score -2430928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2430938.250000 Penalty: 3197.311768
	Iteration 32Q: 3 clusters Score -2430938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2430944.750000 Penalty: 3197.311768
	Iteration 33Q: 3 clusters Score -2430945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2430954.750000 Penalty: 3197.311768
	Iteration 34Q: 3 clusters Score -2430955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2430959.750000 Penalty: 3197.311768
	Iteration 35Q: 3 clusters Score -2430960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2430964.250000 Penalty: 3197.311768
	Iteration 36Q: 3 clusters Score -2430964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2430973.250000 Penalty: 3197.311768
	Iteration 37Q: 3 clusters Score -2430973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2430983.000000 Penalty: 3197.311768
	Iteration 38Q: 3 clusters Score -2430983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2430993.000000 Penalty: 3197.311768
	Iteration 39Q: 3 clusters Score -2430993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2431004.000000 Penalty: 3197.311768
	Iteration 40F: 3 clusters Score -2431004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2431016.000000 Penalty: 3197.311768
	Iteration 41Q: 3 clusters Score -2431016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2431020.000000 Penalty: 3197.311768
	Iteration 42Q: 3 clusters Score -2431020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2431026.000000 Penalty: 3197.311768
	Iteration 43Q: 3 clusters Score -2431026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2431025.250000 Penalty: 3197.311768
	Iteration 44Q: 3 clusters Score -2431025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2431025.250000 Penalty: 3197.311768
	Iteration 45F: 3 clusters Score -2431025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -26443.017578 Penalty: 914.488464
	Iteration 0F: 2 clusters Score -26443.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25800.777344 Penalty: 1828.976929
	Iteration 0F: 3 clusters Score -25800.78 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26218.097656 Penalty: 1828.976929
	Iteration 1F: 3 clusters Score -26218.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26522.533203 Penalty: 1828.976929
	Iteration 2F: 3 clusters Score -26522.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26631.841797 Penalty: 1828.976929
	Iteration 3Q: 3 clusters Score -26631.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26692.392578 Penalty: 1828.976929
	Iteration 4Q: 3 clusters Score -26692.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26692.392578 Penalty: 1828.976929
	Iteration 5F: 3 clusters Score -26692.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68341 members 
Mstep: Class 7 contains 41562 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19125 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 18 contains 12596 members 
Mstep: Class 19 contains 22909 members 
Mstep: Class 20 contains 58910 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18730 members 
Mstep: Class 23 contains 63 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51952 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 215 members 
Entering Unmasked Estep 
Score: -59793480.000000 Penalty: 59499.636719
Splitting cluster 23 changes total score from -59794432.000000 to -59793480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -34623.289062 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -34623.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33796.390625 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -33796.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -33921.753906 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -33921.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -33969.714844 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -33969.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -33992.449219 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -33992.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34000.023438 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -34000.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34003.398438 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -34003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -34004.367188 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -34004.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -34008.855469 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -34008.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34010.855469 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -34010.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34010.855469 Penalty: 1876.729248
	Iteration 9F: 3 clusters Score -34010.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -830417.250000 Penalty: 1431.602783
	Iteration 0F: 2 clusters Score -830417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -825311.750000 Penalty: 2863.205566
	Iteration 0F: 3 clusters Score -825311.8 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -826808.375000 Penalty: 2863.205566
	Iteration 1F: 3 clusters Score -826808.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -827018.312500 Penalty: 2863.205566
	Iteration 2F: 3 clusters Score -827018.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -827160.625000 Penalty: 2863.205566
	Iteration 3F: 3 clusters Score -827160.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -827265.812500 Penalty: 2863.205566
	Iteration 4Q: 3 clusters Score -827265.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -827349.812500 Penalty: 2863.205566
	Iteration 5Q: 3 clusters Score -827349.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -827433.312500 Penalty: 2863.205566
	Iteration 6Q: 3 clusters Score -827433.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -827522.875000 Penalty: 2863.205566
	Iteration 7Q: 3 clusters Score -827522.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -827616.312500 Penalty: 2863.205566
	Iteration 8Q: 3 clusters Score -827616.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -827711.625000 Penalty: 2863.205566
	Iteration 9Q: 3 clusters Score -827711.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -827802.375000 Penalty: 2863.205566
	Iteration 10Q: 3 clusters Score -827802.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -827884.312500 Penalty: 2863.205566
	Iteration 11Q: 3 clusters Score -827884.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -827972.312500 Penalty: 2863.205566
	Iteration 12Q: 3 clusters Score -827972.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -828060.875000 Penalty: 2863.205566
	Iteration 13Q: 3 clusters Score -828060.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -828138.000000 Penalty: 2863.205566
	Iteration 14Q: 3 clusters Score -828138 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -828209.562500 Penalty: 2863.205566
	Iteration 15Q: 3 clusters Score -828209.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -828276.375000 Penalty: 2863.205566
	Iteration 16Q: 3 clusters Score -828276.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -828340.312500 Penalty: 2863.205566
	Iteration 17Q: 3 clusters Score -828340.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -828404.875000 Penalty: 2863.205566
	Iteration 18Q: 3 clusters Score -828404.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -828463.687500 Penalty: 2863.205566
	Iteration 19Q: 3 clusters Score -828463.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -828534.812500 Penalty: 2863.205566
	Iteration 20F: 3 clusters Score -828534.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -828609.062500 Penalty: 2863.205566
	Iteration 21Q: 3 clusters Score -828609.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -828679.187500 Penalty: 2863.205566
	Iteration 22Q: 3 clusters Score -828679.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -828786.687500 Penalty: 2863.205566
	Iteration 23Q: 3 clusters Score -828786.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -828926.625000 Penalty: 2863.205566
	Iteration 24Q: 3 clusters Score -828926.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -829064.312500 Penalty: 2863.205566
	Iteration 25Q: 3 clusters Score -829064.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -829158.687500 Penalty: 2863.205566
	Iteration 26Q: 3 clusters Score -829158.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -829222.937500 Penalty: 2863.205566
	Iteration 27Q: 3 clusters Score -829222.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -829266.062500 Penalty: 2863.205566
	Iteration 28Q: 3 clusters Score -829266.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -829299.062500 Penalty: 2863.205566
	Iteration 29Q: 3 clusters Score -829299.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -829315.250000 Penalty: 2863.205566
	Iteration 30Q: 3 clusters Score -829315.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -829329.125000 Penalty: 2863.205566
	Iteration 31Q: 3 clusters Score -829329.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -829341.062500 Penalty: 2863.205566
	Iteration 32Q: 3 clusters Score -829341.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -829353.187500 Penalty: 2863.205566
	Iteration 33Q: 3 clusters Score -829353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -829356.062500 Penalty: 2863.205566
	Iteration 34Q: 3 clusters Score -829356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -829360.750000 Penalty: 2863.205566
	Iteration 35Q: 3 clusters Score -829360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -829362.937500 Penalty: 2863.205566
	Iteration 36Q: 3 clusters Score -829362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -829365.250000 Penalty: 2863.205566
	Iteration 37Q: 3 clusters Score -829365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -829366.812500 Penalty: 2863.205566
	Iteration 38Q: 3 clusters Score -829366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -829366.375000 Penalty: 2863.205566
	Iteration 39Q: 3 clusters Score -829366.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -829366.562500 Penalty: 2863.205566
	Iteration 40F: 3 clusters Score -829366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -829367.625000 Penalty: 2863.205566
	Iteration 41Q: 3 clusters Score -829367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -829368.562500 Penalty: 2863.205566
	Iteration 42Q: 3 clusters Score -829368.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -829368.562500 Penalty: 2863.205566
	Iteration 43F: 3 clusters Score -829368.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Entering Unmasked Estep 
Score: -6719242.000000 Penalty: 1764.437256
	Iteration 0F: 2 clusters Score -6719242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -6684413.500000 Penalty: 3528.874512
	Iteration 0F: 3 clusters Score -6684414 nChanged 24436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -6698295.500000 Penalty: 3528.874512
	Iteration 1F: 3 clusters Score -6698296 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -6698690.500000 Penalty: 3528.874512
	Iteration 2Q: 3 clusters Score -6698690 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -6699189.000000 Penalty: 3528.874512
	Iteration 3Q: 3 clusters Score -6699189 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -6699745.000000 Penalty: 3528.874512
	Iteration 4Q: 3 clusters Score -6699745 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -6700423.000000 Penalty: 3528.874512
	Iteration 5Q: 3 clusters Score -6700423 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6701422.000000 Penalty: 3528.874512
	Iteration 6Q: 3 clusters Score -6701422 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -6702915.500000 Penalty: 3528.874512
	Iteration 7F: 3 clusters Score -6702916 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -6705003.500000 Penalty: 3528.874512
	Iteration 8F: 3 clusters Score -6705004 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -6707945.500000 Penalty: 3528.874512
	Iteration 9F: 3 clusters Score -6707946 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6711366.000000 Penalty: 3528.874512
	Iteration 10F: 3 clusters Score -6711366 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -6714417.500000 Penalty: 3528.874512
	Iteration 11F: 3 clusters Score -6714418 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6716352.500000 Penalty: 3528.874512
	Iteration 12Q: 3 clusters Score -6716352 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -6717191.000000 Penalty: 3528.874512
	Iteration 13Q: 3 clusters Score -6717191 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -6717476.000000 Penalty: 3528.874512
	Iteration 14Q: 3 clusters Score -6717476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -6717588.000000 Penalty: 3528.874512
	Iteration 15Q: 3 clusters Score -6717588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6717630.500000 Penalty: 3528.874512
	Iteration 16Q: 3 clusters Score -6717630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -6717656.500000 Penalty: 3528.874512
	Iteration 17Q: 3 clusters Score -6717656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6717667.000000 Penalty: 3528.874512
	Iteration 18Q: 3 clusters Score -6717667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -6717671.500000 Penalty: 3528.874512
	Iteration 19Q: 3 clusters Score -6717672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6717669.000000 Penalty: 3528.874512
	Iteration 20F: 3 clusters Score -6717669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -6717674.000000 Penalty: 3528.874512
	Iteration 21Q: 3 clusters Score -6717674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -6717675.500000 Penalty: 3528.874512
	Iteration 22Q: 3 clusters Score -6717676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -6717675.000000 Penalty: 3528.874512
	Iteration 23Q: 3 clusters Score -6717675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6717683.000000 Penalty: 3528.874512
	Iteration 24Q: 3 clusters Score -6717683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -6717685.500000 Penalty: 3528.874512
	Iteration 25Q: 3 clusters Score -6717686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 51794 members 
Entering Unmasked Estep 
Score: -6717688.000000 Penalty: 3528.874512
	Iteration 26Q: 3 clusters Score -6717688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6717687.000000 Penalty: 3528.874512
	Iteration 27Q: 3 clusters Score -6717687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6717687.000000 Penalty: 3528.874512
	Iteration 28F: 3 clusters Score -6717687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -23313.853516 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -23313.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22675.871094 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -22675.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22864.248047 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -22864.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -22951.019531 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -22951.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -22997.515625 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -22997.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -22999.199219 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -22999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -23002.966797 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -23002.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -23002.966797 Penalty: 1782.559082
	Iteration 6F: 3 clusters Score -23002.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68341 members 
Mstep: Class 7 contains 41562 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19125 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9923 members 
Mstep: Class 18 contains 12596 members 
Mstep: Class 19 contains 22909 members 
Mstep: Class 20 contains 58910 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18730 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51952 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794444.000000 Penalty: 57374.648438
Iteration 119Q: 28 clusters Score -5.979444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68358 members 
Mstep: Class 7 contains 41554 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8061 members 
Mstep: Class 10 contains 84247 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 239 members 
Mstep: Class 13 contains 19127 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9917 members 
Mstep: Class 18 contains 12601 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58905 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 18730 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 51959 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794408.000000 Penalty: 57374.648438
Iteration 120F: 28 clusters Score -5.979441e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68372 members 
Mstep: Class 7 contains 41544 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8062 members 
Mstep: Class 10 contains 84247 members 
Mstep: Class 11 contains 18761 members 
Mstep: Class 12 contains 241 members 
Mstep: Class 13 contains 19128 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9912 members 
Mstep: Class 18 contains 12605 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58897 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 278 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 51963 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794472.000000 Penalty: 57374.648438
Iteration 121Q: 28 clusters Score -5.979447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68383 members 
Mstep: Class 7 contains 41536 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19127 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 425 members 
Mstep: Class 17 contains 9909 members 
Mstep: Class 18 contains 12608 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 58892 members 
Mstep: Class 21 contains 3355 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 279 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6700 members 
Mstep: Class 26 contains 51966 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794452.000000 Penalty: 57374.648438
Iteration 122Q: 28 clusters Score -5.979445e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68389 members 
Mstep: Class 7 contains 41535 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18759 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19128 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9908 members 
Mstep: Class 18 contains 12609 members 
Mstep: Class 19 contains 22902 members 
Mstep: Class 20 contains 58883 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 51970 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794548.000000 Penalty: 57374.648438
Iteration 123Q: 28 clusters Score -5.979455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68395 members 
Mstep: Class 7 contains 41532 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18760 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9905 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 58876 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51972 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794552.000000 Penalty: 57374.648438
Iteration 124Q: 28 clusters Score -5.979455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 68400 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18757 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9901 members 
Mstep: Class 18 contains 12615 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58871 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51975 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794572.000000 Penalty: 57374.648438
Iteration 125Q: 28 clusters Score -5.979457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68406 members 
Mstep: Class 7 contains 41532 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8064 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9897 members 
Mstep: Class 18 contains 12616 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58866 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51977 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794512.000000 Penalty: 57374.648438
Iteration 126Q: 28 clusters Score -5.979451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68409 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 84248 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9897 members 
Mstep: Class 18 contains 12616 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58864 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51980 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794528.000000 Penalty: 57374.648438
Iteration 127Q: 28 clusters Score -5.979453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68408 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8064 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19130 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9893 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58863 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51983 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794532.000000 Penalty: 57374.648438
Iteration 128Q: 28 clusters Score -5.979453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68408 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8065 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19130 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9890 members 
Mstep: Class 18 contains 12621 members 
Mstep: Class 19 contains 22906 members 
Mstep: Class 20 contains 58860 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51983 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794516.000000 Penalty: 57374.648438
Iteration 129Q: 28 clusters Score -5.979452e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7057 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68408 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8066 members 
Mstep: Class 10 contains 84251 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19128 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9886 members 
Mstep: Class 18 contains 12629 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58857 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51983 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794524.000000 Penalty: 57374.648438
Iteration 130Q: 28 clusters Score -5.979452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7056 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68408 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8067 members 
Mstep: Class 10 contains 84251 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9880 members 
Mstep: Class 18 contains 12632 members 
Mstep: Class 19 contains 22905 members 
Mstep: Class 20 contains 58856 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51984 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794500.000000 Penalty: 57374.648438
Iteration 131Q: 28 clusters Score -5.97945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68407 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9877 members 
Mstep: Class 18 contains 12637 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58857 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18734 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51986 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794464.000000 Penalty: 57374.648438
Iteration 132Q: 28 clusters Score -5.979446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68408 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8068 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19130 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9872 members 
Mstep: Class 18 contains 12642 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 58856 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18733 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51988 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794456.000000 Penalty: 57374.648438
Iteration 133Q: 28 clusters Score -5.979446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68410 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9867 members 
Mstep: Class 18 contains 12646 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 58857 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18732 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51987 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 134Q: 28 clusters Score -5.97945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68413 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18753 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19129 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9863 members 
Mstep: Class 18 contains 12650 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 58856 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794508.000000 Penalty: 57374.648438
Iteration 135Q: 28 clusters Score -5.979451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68414 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19131 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58855 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18729 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 136Q: 28 clusters Score -5.97945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68415 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58852 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18729 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 137Q: 28 clusters Score -5.97945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68416 members 
Mstep: Class 7 contains 41529 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58851 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18729 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794492.000000 Penalty: 57374.648438
Iteration 138Q: 28 clusters Score -5.979449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68415 members 
Mstep: Class 7 contains 41530 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58849 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794492.000000 Penalty: 57374.648438
Iteration 139Q: 28 clusters Score -5.979449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68416 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794508.000000 Penalty: 57374.648438
Iteration 140F: 28 clusters Score -5.979451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68417 members 
Mstep: Class 7 contains 41530 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794508.000000 Penalty: 57374.648438
Iteration 141Q: 28 clusters Score -5.979451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68418 members 
Mstep: Class 7 contains 41528 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84249 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 142Q: 28 clusters Score -5.97945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68418 members 
Mstep: Class 7 contains 41527 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84250 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794492.000000 Penalty: 57374.648438
Iteration 143Q: 28 clusters Score -5.979449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68418 members 
Mstep: Class 7 contains 41526 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84251 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 144Q: 28 clusters Score -5.97945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68418 members 
Mstep: Class 7 contains 41526 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84251 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 280 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794496.000000 Penalty: 57374.648438
Iteration 145F: 28 clusters Score -5.97945e+07 nChanged 0
Entering ConstructFrom: 
Score: -59794496.000000 Penalty: 57374.648438
Entering ConstructFrom: 
Trying to split cluster 1 (30184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Entering Unmasked Estep 
Score: -3813521.250000 Penalty: 1676.198486
	Iteration 0F: 2 clusters Score -3813521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3793219.500000 Penalty: 3352.396973
	Iteration 0F: 3 clusters Score -3793220 nChanged 13816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3800916.500000 Penalty: 3352.396973
	Iteration 1F: 3 clusters Score -3800916 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3801465.250000 Penalty: 3352.396973
	Iteration 2Q: 3 clusters Score -3801465 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3802145.750000 Penalty: 3352.396973
	Iteration 3Q: 3 clusters Score -3802146 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3803071.000000 Penalty: 3352.396973
	Iteration 4F: 3 clusters Score -3803071 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -3804411.750000 Penalty: 3352.396973
	Iteration 5F: 3 clusters Score -3804412 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3806027.000000 Penalty: 3352.396973
	Iteration 6F: 3 clusters Score -3806027 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3807733.250000 Penalty: 3352.396973
	Iteration 7F: 3 clusters Score -3807733 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3809272.500000 Penalty: 3352.396973
	Iteration 8F: 3 clusters Score -3809272 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -3810458.000000 Penalty: 3352.396973
	Iteration 9Q: 3 clusters Score -3810458 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3811221.000000 Penalty: 3352.396973
	Iteration 10Q: 3 clusters Score -3811221 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3811671.250000 Penalty: 3352.396973
	Iteration 11Q: 3 clusters Score -3811671 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -3811981.500000 Penalty: 3352.396973
	Iteration 12Q: 3 clusters Score -3811982 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3812162.500000 Penalty: 3352.396973
	Iteration 13Q: 3 clusters Score -3812162 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3812224.750000 Penalty: 3352.396973
	Iteration 14Q: 3 clusters Score -3812225 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -3812279.500000 Penalty: 3352.396973
	Iteration 15Q: 3 clusters Score -3812280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3812300.000000 Penalty: 3352.396973
	Iteration 16Q: 3 clusters Score -3812300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3812323.250000 Penalty: 3352.396973
	Iteration 17Q: 3 clusters Score -3812323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -3812339.500000 Penalty: 3352.396973
	Iteration 18Q: 3 clusters Score -3812340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3812359.000000 Penalty: 3352.396973
	Iteration 19Q: 3 clusters Score -3812359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3812354.250000 Penalty: 3352.396973
	Iteration 20F: 3 clusters Score -3812354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3812363.000000 Penalty: 3352.396973
	Iteration 21Q: 3 clusters Score -3812363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3812363.750000 Penalty: 3352.396973
	Iteration 22Q: 3 clusters Score -3812364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3812369.500000 Penalty: 3352.396973
	Iteration 23Q: 3 clusters Score -3812370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3812371.500000 Penalty: 3352.396973
	Iteration 24Q: 3 clusters Score -3812372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3812375.000000 Penalty: 3352.396973
	Iteration 25Q: 3 clusters Score -3812375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3812378.000000 Penalty: 3352.396973
	Iteration 26Q: 3 clusters Score -3812378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3812382.250000 Penalty: 3352.396973
	Iteration 27Q: 3 clusters Score -3812382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3812388.750000 Penalty: 3352.396973
	Iteration 28Q: 3 clusters Score -3812389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3812388.250000 Penalty: 3352.396973
	Iteration 29Q: 3 clusters Score -3812388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -3812390.250000 Penalty: 3352.396973
	Iteration 30Q: 3 clusters Score -3812390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -3812396.000000 Penalty: 3352.396973
	Iteration 31Q: 3 clusters Score -3812396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3812394.500000 Penalty: 3352.396973
	Iteration 32Q: 3 clusters Score -3812394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -3812403.000000 Penalty: 3352.396973
	Iteration 33Q: 3 clusters Score -3812403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3812404.500000 Penalty: 3352.396973
	Iteration 34Q: 3 clusters Score -3812404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3812405.750000 Penalty: 3352.396973
	Iteration 35Q: 3 clusters Score -3812406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3812399.750000 Penalty: 3352.396973
	Iteration 36Q: 3 clusters Score -3812400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -3812402.750000 Penalty: 3352.396973
	Iteration 37Q: 3 clusters Score -3812403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3812407.500000 Penalty: 3352.396973
	Iteration 38Q: 3 clusters Score -3812408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3812407.500000 Penalty: 3352.396973
	Iteration 39F: 3 clusters Score -3812408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -136691.312500 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -136691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135196.921875 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -135196.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135462.953125 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -135463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135533.359375 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -135533.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -135570.281250 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -135570.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135598.265625 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -135598.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135625.500000 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -135625.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135647.500000 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -135647.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135659.343750 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -135659.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135671.640625 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -135671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135680.328125 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -135680.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135686.515625 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -135686.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -135695.562500 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -135695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135707.390625 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -135707.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135725.796875 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -135725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -135738.921875 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -135738.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -135749.546875 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -135749.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -135758.000000 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -135758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135762.203125 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -135762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135763.171875 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -135763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -135764.250000 Penalty: 2276.881348
	Iteration 19Q: 3 clusters Score -135764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -135764.250000 Penalty: 2276.881348
	Iteration 20F: 3 clusters Score -135764.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -887742.187500 Penalty: 1439.992432
	Iteration 0F: 2 clusters Score -887742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -882481.937500 Penalty: 2879.984863
	Iteration 0F: 3 clusters Score -882481.9 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -883984.312500 Penalty: 2879.984863
	Iteration 1F: 3 clusters Score -883984.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -884201.812500 Penalty: 2879.984863
	Iteration 2F: 3 clusters Score -884201.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -884418.437500 Penalty: 2879.984863
	Iteration 3F: 3 clusters Score -884418.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -884646.187500 Penalty: 2879.984863
	Iteration 4Q: 3 clusters Score -884646.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -884905.875000 Penalty: 2879.984863
	Iteration 5F: 3 clusters Score -884905.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -885137.937500 Penalty: 2879.984863
	Iteration 6F: 3 clusters Score -885137.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -885325.812500 Penalty: 2879.984863
	Iteration 7Q: 3 clusters Score -885325.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -885470.125000 Penalty: 2879.984863
	Iteration 8Q: 3 clusters Score -885470.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -885584.812500 Penalty: 2879.984863
	Iteration 9Q: 3 clusters Score -885584.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -885686.250000 Penalty: 2879.984863
	Iteration 10Q: 3 clusters Score -885686.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -885765.812500 Penalty: 2879.984863
	Iteration 11Q: 3 clusters Score -885765.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -885831.500000 Penalty: 2879.984863
	Iteration 12Q: 3 clusters Score -885831.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -885901.375000 Penalty: 2879.984863
	Iteration 13Q: 3 clusters Score -885901.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -885966.875000 Penalty: 2879.984863
	Iteration 14Q: 3 clusters Score -885966.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -886025.750000 Penalty: 2879.984863
	Iteration 15Q: 3 clusters Score -886025.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -886088.000000 Penalty: 2879.984863
	Iteration 16Q: 3 clusters Score -886088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -886131.562500 Penalty: 2879.984863
	Iteration 17Q: 3 clusters Score -886131.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -886173.500000 Penalty: 2879.984863
	Iteration 18Q: 3 clusters Score -886173.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -886216.500000 Penalty: 2879.984863
	Iteration 19Q: 3 clusters Score -886216.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -886252.750000 Penalty: 2879.984863
	Iteration 20F: 3 clusters Score -886252.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -886283.750000 Penalty: 2879.984863
	Iteration 21Q: 3 clusters Score -886283.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -886306.687500 Penalty: 2879.984863
	Iteration 22Q: 3 clusters Score -886306.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -886329.062500 Penalty: 2879.984863
	Iteration 23Q: 3 clusters Score -886329.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -886347.500000 Penalty: 2879.984863
	Iteration 24Q: 3 clusters Score -886347.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -886367.375000 Penalty: 2879.984863
	Iteration 25Q: 3 clusters Score -886367.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -886388.875000 Penalty: 2879.984863
	Iteration 26Q: 3 clusters Score -886388.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -886415.125000 Penalty: 2879.984863
	Iteration 27Q: 3 clusters Score -886415.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -886438.000000 Penalty: 2879.984863
	Iteration 28Q: 3 clusters Score -886438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -886446.812500 Penalty: 2879.984863
	Iteration 29Q: 3 clusters Score -886446.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -886463.125000 Penalty: 2879.984863
	Iteration 30Q: 3 clusters Score -886463.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -886473.625000 Penalty: 2879.984863
	Iteration 31Q: 3 clusters Score -886473.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -886484.187500 Penalty: 2879.984863
	Iteration 32Q: 3 clusters Score -886484.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -886493.125000 Penalty: 2879.984863
	Iteration 33Q: 3 clusters Score -886493.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -886502.687500 Penalty: 2879.984863
	Iteration 34Q: 3 clusters Score -886502.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -886508.375000 Penalty: 2879.984863
	Iteration 35Q: 3 clusters Score -886508.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -886514.312500 Penalty: 2879.984863
	Iteration 36Q: 3 clusters Score -886514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -886516.062500 Penalty: 2879.984863
	Iteration 37Q: 3 clusters Score -886516.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -886516.250000 Penalty: 2879.984863
	Iteration 38Q: 3 clusters Score -886516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -886516.812500 Penalty: 2879.984863
	Iteration 39Q: 3 clusters Score -886516.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -886516.375000 Penalty: 2879.984863
	Iteration 40F: 3 clusters Score -886516.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -886517.250000 Penalty: 2879.984863
	Iteration 41Q: 3 clusters Score -886517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -886518.000000 Penalty: 2879.984863
	Iteration 42Q: 3 clusters Score -886518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -886518.000000 Penalty: 2879.984863
	Iteration 43F: 3 clusters Score -886518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Entering Unmasked Estep 
Score: -303241.437500 Penalty: 1263.140747
	Iteration 0F: 2 clusters Score -303241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -300877.718750 Penalty: 2526.281494
	Iteration 0F: 3 clusters Score -300877.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -301439.750000 Penalty: 2526.281494
	Iteration 1F: 3 clusters Score -301439.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -301539.000000 Penalty: 2526.281494
	Iteration 2F: 3 clusters Score -301539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -301594.406250 Penalty: 2526.281494
	Iteration 3Q: 3 clusters Score -301594.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301634.968750 Penalty: 2526.281494
	Iteration 4Q: 3 clusters Score -301635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301667.468750 Penalty: 2526.281494
	Iteration 5Q: 3 clusters Score -301667.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -301688.250000 Penalty: 2526.281494
	Iteration 6Q: 3 clusters Score -301688.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -301700.406250 Penalty: 2526.281494
	Iteration 7Q: 3 clusters Score -301700.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -301716.000000 Penalty: 2526.281494
	Iteration 8Q: 3 clusters Score -301716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -301725.406250 Penalty: 2526.281494
	Iteration 9Q: 3 clusters Score -301725.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -301733.062500 Penalty: 2526.281494
	Iteration 10Q: 3 clusters Score -301733.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -301739.531250 Penalty: 2526.281494
	Iteration 11Q: 3 clusters Score -301739.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -301745.656250 Penalty: 2526.281494
	Iteration 12Q: 3 clusters Score -301745.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -301750.218750 Penalty: 2526.281494
	Iteration 13Q: 3 clusters Score -301750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -301753.156250 Penalty: 2526.281494
	Iteration 14Q: 3 clusters Score -301753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -301759.531250 Penalty: 2526.281494
	Iteration 15Q: 3 clusters Score -301759.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -301767.625000 Penalty: 2526.281494
	Iteration 16Q: 3 clusters Score -301767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -301775.437500 Penalty: 2526.281494
	Iteration 17Q: 3 clusters Score -301775.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -301779.968750 Penalty: 2526.281494
	Iteration 18Q: 3 clusters Score -301780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -301785.781250 Penalty: 2526.281494
	Iteration 19Q: 3 clusters Score -301785.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -301795.218750 Penalty: 2526.281494
	Iteration 20F: 3 clusters Score -301795.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -301806.468750 Penalty: 2526.281494
	Iteration 21Q: 3 clusters Score -301806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -301813.937500 Penalty: 2526.281494
	Iteration 22Q: 3 clusters Score -301813.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -301820.281250 Penalty: 2526.281494
	Iteration 23Q: 3 clusters Score -301820.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -301832.593750 Penalty: 2526.281494
	Iteration 24Q: 3 clusters Score -301832.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -301849.937500 Penalty: 2526.281494
	Iteration 25Q: 3 clusters Score -301849.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -301864.093750 Penalty: 2526.281494
	Iteration 26Q: 3 clusters Score -301864.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -301877.375000 Penalty: 2526.281494
	Iteration 27Q: 3 clusters Score -301877.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -301889.500000 Penalty: 2526.281494
	Iteration 28Q: 3 clusters Score -301889.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -301902.875000 Penalty: 2526.281494
	Iteration 29Q: 3 clusters Score -301902.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -301916.875000 Penalty: 2526.281494
	Iteration 30Q: 3 clusters Score -301916.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -301932.437500 Penalty: 2526.281494
	Iteration 31Q: 3 clusters Score -301932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -301940.375000 Penalty: 2526.281494
	Iteration 32Q: 3 clusters Score -301940.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -301951.906250 Penalty: 2526.281494
	Iteration 33Q: 3 clusters Score -301951.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -301963.156250 Penalty: 2526.281494
	Iteration 34Q: 3 clusters Score -301963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -301969.593750 Penalty: 2526.281494
	Iteration 35Q: 3 clusters Score -301969.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -301978.562500 Penalty: 2526.281494
	Iteration 36Q: 3 clusters Score -301978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -301984.250000 Penalty: 2526.281494
	Iteration 37Q: 3 clusters Score -301984.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -301992.375000 Penalty: 2526.281494
	Iteration 38Q: 3 clusters Score -301992.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -302004.312500 Penalty: 2526.281494
	Iteration 39Q: 3 clusters Score -302004.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -302016.781250 Penalty: 2526.281494
	Iteration 40F: 3 clusters Score -302016.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -302031.625000 Penalty: 2526.281494
	Iteration 41Q: 3 clusters Score -302031.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -302042.000000 Penalty: 2526.281494
	Iteration 42Q: 3 clusters Score -302042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -302051.500000 Penalty: 2526.281494
	Iteration 43Q: 3 clusters Score -302051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -302058.531250 Penalty: 2526.281494
	Iteration 44Q: 3 clusters Score -302058.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -302063.093750 Penalty: 2526.281494
	Iteration 45Q: 3 clusters Score -302063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -302068.531250 Penalty: 2526.281494
	Iteration 46Q: 3 clusters Score -302068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -302073.125000 Penalty: 2526.281494
	Iteration 47Q: 3 clusters Score -302073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -302076.250000 Penalty: 2526.281494
	Iteration 48Q: 3 clusters Score -302076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -302079.625000 Penalty: 2526.281494
	Iteration 49Q: 3 clusters Score -302079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -302081.468750 Penalty: 2526.281494
	Iteration 50Q: 3 clusters Score -302081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -302084.750000 Penalty: 2526.281494
	Iteration 51Q: 3 clusters Score -302084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -302085.593750 Penalty: 2526.281494
	Iteration 52Q: 3 clusters Score -302085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -302086.562500 Penalty: 2526.281494
	Iteration 53Q: 3 clusters Score -302086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -302088.500000 Penalty: 2526.281494
	Iteration 54Q: 3 clusters Score -302088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -302089.656250 Penalty: 2526.281494
	Iteration 55Q: 3 clusters Score -302089.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -302091.062500 Penalty: 2526.281494
	Iteration 56Q: 3 clusters Score -302091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -302093.312500 Penalty: 2526.281494
	Iteration 57Q: 3 clusters Score -302093.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -302097.781250 Penalty: 2526.281494
	Iteration 58Q: 3 clusters Score -302097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -302102.281250 Penalty: 2526.281494
	Iteration 59Q: 3 clusters Score -302102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -302107.093750 Penalty: 2526.281494
	Iteration 60F: 3 clusters Score -302107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -302114.875000 Penalty: 2526.281494
	Iteration 61Q: 3 clusters Score -302114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -302118.812500 Penalty: 2526.281494
	Iteration 62Q: 3 clusters Score -302118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -302122.093750 Penalty: 2526.281494
	Iteration 63Q: 3 clusters Score -302122.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -302128.250000 Penalty: 2526.281494
	Iteration 64Q: 3 clusters Score -302128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -302130.687500 Penalty: 2526.281494
	Iteration 65Q: 3 clusters Score -302130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -302132.281250 Penalty: 2526.281494
	Iteration 66Q: 3 clusters Score -302132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -302133.593750 Penalty: 2526.281494
	Iteration 67Q: 3 clusters Score -302133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -302133.968750 Penalty: 2526.281494
	Iteration 68Q: 3 clusters Score -302134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -302134.875000 Penalty: 2526.281494
	Iteration 69Q: 3 clusters Score -302134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -302135.093750 Penalty: 2526.281494
	Iteration 70Q: 3 clusters Score -302135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -302135.093750 Penalty: 2526.281494
	Iteration 71F: 3 clusters Score -302135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Entering Unmasked Estep 
Score: -845628.437500 Penalty: 1432.690552
	Iteration 0F: 2 clusters Score -845628.4 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 3360 members 
Entering Unmasked Estep 
Score: -840544.937500 Penalty: 2865.381104
	Iteration 0F: 3 clusters Score -840544.9 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -842241.875000 Penalty: 2865.381104
	Iteration 1F: 3 clusters Score -842241.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -842503.437500 Penalty: 2865.381104
	Iteration 2F: 3 clusters Score -842503.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -842692.312500 Penalty: 2865.381104
	Iteration 3F: 3 clusters Score -842692.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -842840.187500 Penalty: 2865.381104
	Iteration 4Q: 3 clusters Score -842840.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -842959.250000 Penalty: 2865.381104
	Iteration 5Q: 3 clusters Score -842959.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -843052.750000 Penalty: 2865.381104
	Iteration 6Q: 3 clusters Score -843052.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -843147.125000 Penalty: 2865.381104
	Iteration 7Q: 3 clusters Score -843147.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -843235.750000 Penalty: 2865.381104
	Iteration 8Q: 3 clusters Score -843235.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -843352.500000 Penalty: 2865.381104
	Iteration 9Q: 3 clusters Score -843352.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -843466.062500 Penalty: 2865.381104
	Iteration 10Q: 3 clusters Score -843466.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -843585.312500 Penalty: 2865.381104
	Iteration 11Q: 3 clusters Score -843585.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -843701.875000 Penalty: 2865.381104
	Iteration 12Q: 3 clusters Score -843701.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -843819.500000 Penalty: 2865.381104
	Iteration 13Q: 3 clusters Score -843819.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -843916.375000 Penalty: 2865.381104
	Iteration 14Q: 3 clusters Score -843916.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -843993.500000 Penalty: 2865.381104
	Iteration 15Q: 3 clusters Score -843993.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -844065.500000 Penalty: 2865.381104
	Iteration 16Q: 3 clusters Score -844065.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -844129.250000 Penalty: 2865.381104
	Iteration 17Q: 3 clusters Score -844129.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -844188.937500 Penalty: 2865.381104
	Iteration 18Q: 3 clusters Score -844188.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -844221.687500 Penalty: 2865.381104
	Iteration 19Q: 3 clusters Score -844221.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -844255.000000 Penalty: 2865.381104
	Iteration 20F: 3 clusters Score -844255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -844280.437500 Penalty: 2865.381104
	Iteration 21Q: 3 clusters Score -844280.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -844307.187500 Penalty: 2865.381104
	Iteration 22Q: 3 clusters Score -844307.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -844325.250000 Penalty: 2865.381104
	Iteration 23Q: 3 clusters Score -844325.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -844341.062500 Penalty: 2865.381104
	Iteration 24Q: 3 clusters Score -844341.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -844362.312500 Penalty: 2865.381104
	Iteration 25Q: 3 clusters Score -844362.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -844379.187500 Penalty: 2865.381104
	Iteration 26Q: 3 clusters Score -844379.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -844395.375000 Penalty: 2865.381104
	Iteration 27Q: 3 clusters Score -844395.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -844415.250000 Penalty: 2865.381104
	Iteration 28Q: 3 clusters Score -844415.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -844436.375000 Penalty: 2865.381104
	Iteration 29Q: 3 clusters Score -844436.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -844458.250000 Penalty: 2865.381104
	Iteration 30Q: 3 clusters Score -844458.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -844474.250000 Penalty: 2865.381104
	Iteration 31Q: 3 clusters Score -844474.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -844487.812500 Penalty: 2865.381104
	Iteration 32Q: 3 clusters Score -844487.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -844497.250000 Penalty: 2865.381104
	Iteration 33Q: 3 clusters Score -844497.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -844508.812500 Penalty: 2865.381104
	Iteration 34Q: 3 clusters Score -844508.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -844518.437500 Penalty: 2865.381104
	Iteration 35Q: 3 clusters Score -844518.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -844526.062500 Penalty: 2865.381104
	Iteration 36Q: 3 clusters Score -844526.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -844528.250000 Penalty: 2865.381104
	Iteration 37Q: 3 clusters Score -844528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -844532.062500 Penalty: 2865.381104
	Iteration 38Q: 3 clusters Score -844532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -844537.000000 Penalty: 2865.381104
	Iteration 39Q: 3 clusters Score -844537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -844537.187500 Penalty: 2865.381104
	Iteration 40F: 3 clusters Score -844537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -844538.125000 Penalty: 2865.381104
	Iteration 41Q: 3 clusters Score -844538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -844537.312500 Penalty: 2865.381104
	Iteration 42Q: 3 clusters Score -844537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -844539.375000 Penalty: 2865.381104
	Iteration 43Q: 3 clusters Score -844539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -844539.125000 Penalty: 2865.381104
	Iteration 44Q: 3 clusters Score -844539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -844538.750000 Penalty: 2865.381104
	Iteration 45Q: 3 clusters Score -844538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -844539.562500 Penalty: 2865.381104
	Iteration 46Q: 3 clusters Score -844539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -844539.312500 Penalty: 2865.381104
	Iteration 47Q: 3 clusters Score -844539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -844540.062500 Penalty: 2865.381104
	Iteration 48Q: 3 clusters Score -844540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -844541.000000 Penalty: 2865.381104
	Iteration 49Q: 3 clusters Score -844541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -844541.312500 Penalty: 2865.381104
	Iteration 50Q: 3 clusters Score -844541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -844545.312500 Penalty: 2865.381104
	Iteration 51Q: 3 clusters Score -844545.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -844545.312500 Penalty: 2865.381104
	Iteration 52F: 3 clusters Score -844545.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Entering Unmasked Estep 
Score: -8922127.000000 Penalty: 1809.176147
	Iteration 0F: 2 clusters Score -8922127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -8876756.000000 Penalty: 3618.352295
	Iteration 0F: 3 clusters Score -8876756 nChanged 32170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -8895408.000000 Penalty: 3618.352295
	Iteration 1F: 3 clusters Score -8895408 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -8896042.000000 Penalty: 3618.352295
	Iteration 2Q: 3 clusters Score -8896042 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -8896774.000000 Penalty: 3618.352295
	Iteration 3Q: 3 clusters Score -8896774 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -8897577.000000 Penalty: 3618.352295
	Iteration 4Q: 3 clusters Score -8897577 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8898550.000000 Penalty: 3618.352295
	Iteration 5Q: 3 clusters Score -8898550 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8899596.000000 Penalty: 3618.352295
	Iteration 6Q: 3 clusters Score -8899596 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -8900765.000000 Penalty: 3618.352295
	Iteration 7Q: 3 clusters Score -8900765 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -8901882.000000 Penalty: 3618.352295
	Iteration 8Q: 3 clusters Score -8901882 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8902965.000000 Penalty: 3618.352295
	Iteration 9Q: 3 clusters Score -8902965 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -8904029.000000 Penalty: 3618.352295
	Iteration 10Q: 3 clusters Score -8904029 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -8905071.000000 Penalty: 3618.352295
	Iteration 11Q: 3 clusters Score -8905071 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8906251.000000 Penalty: 3618.352295
	Iteration 12Q: 3 clusters Score -8906251 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8907634.000000 Penalty: 3618.352295
	Iteration 13Q: 3 clusters Score -8907634 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8909037.000000 Penalty: 3618.352295
	Iteration 14Q: 3 clusters Score -8909037 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -8910489.000000 Penalty: 3618.352295
	Iteration 15Q: 3 clusters Score -8910489 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -8911844.000000 Penalty: 3618.352295
	Iteration 16Q: 3 clusters Score -8911844 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -8913132.000000 Penalty: 3618.352295
	Iteration 17Q: 3 clusters Score -8913132 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -8914246.000000 Penalty: 3618.352295
	Iteration 18Q: 3 clusters Score -8914246 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -8915309.000000 Penalty: 3618.352295
	Iteration 19Q: 3 clusters Score -8915309 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -8916310.000000 Penalty: 3618.352295
	Iteration 20F: 3 clusters Score -8916310 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -8917210.000000 Penalty: 3618.352295
	Iteration 21Q: 3 clusters Score -8917210 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -8918032.000000 Penalty: 3618.352295
	Iteration 22Q: 3 clusters Score -8918032 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -8918739.000000 Penalty: 3618.352295
	Iteration 23Q: 3 clusters Score -8918739 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -8919299.000000 Penalty: 3618.352295
	Iteration 24Q: 3 clusters Score -8919299 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -8919738.000000 Penalty: 3618.352295
	Iteration 25Q: 3 clusters Score -8919738 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 66413 members 
Entering Unmasked Estep 
Score: -8920029.000000 Penalty: 3618.352295
	Iteration 26Q: 3 clusters Score -8920029 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -8920218.000000 Penalty: 3618.352295
	Iteration 27Q: 3 clusters Score -8920218 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 67064 members 
Entering Unmasked Estep 
Score: -8920319.000000 Penalty: 3618.352295
	Iteration 28Q: 3 clusters Score -8920319 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -8920433.000000 Penalty: 3618.352295
	Iteration 29Q: 3 clusters Score -8920433 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -8920497.000000 Penalty: 3618.352295
	Iteration 30Q: 3 clusters Score -8920497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -8920544.000000 Penalty: 3618.352295
	Iteration 31Q: 3 clusters Score -8920544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -8920587.000000 Penalty: 3618.352295
	Iteration 32Q: 3 clusters Score -8920587 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -8920608.000000 Penalty: 3618.352295
	Iteration 33Q: 3 clusters Score -8920608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -8920629.000000 Penalty: 3618.352295
	Iteration 34Q: 3 clusters Score -8920629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 67642 members 
Entering Unmasked Estep 
Score: -8920645.000000 Penalty: 3618.352295
	Iteration 35Q: 3 clusters Score -8920645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -8920658.000000 Penalty: 3618.352295
	Iteration 36Q: 3 clusters Score -8920658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -8920665.000000 Penalty: 3618.352295
	Iteration 37Q: 3 clusters Score -8920665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -8920679.000000 Penalty: 3618.352295
	Iteration 38Q: 3 clusters Score -8920679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 67716 members 
Entering Unmasked Estep 
Score: -8920681.000000 Penalty: 3618.352295
	Iteration 39Q: 3 clusters Score -8920681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -8920689.000000 Penalty: 3618.352295
	Iteration 40F: 3 clusters Score -8920689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -8920697.000000 Penalty: 3618.352295
	Iteration 41Q: 3 clusters Score -8920697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -8920700.000000 Penalty: 3618.352295
	Iteration 42Q: 3 clusters Score -8920700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 67741 members 
Entering Unmasked Estep 
Score: -8920703.000000 Penalty: 3618.352295
	Iteration 43Q: 3 clusters Score -8920703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -8920704.000000 Penalty: 3618.352295
	Iteration 44Q: 3 clusters Score -8920704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -8920706.000000 Penalty: 3618.352295
	Iteration 45Q: 3 clusters Score -8920706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -8920705.000000 Penalty: 3618.352295
	Iteration 46Q: 3 clusters Score -8920705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -8920707.000000 Penalty: 3618.352295
	Iteration 47Q: 3 clusters Score -8920707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67764 members 
Entering Unmasked Estep 
Score: -8920709.000000 Penalty: 3618.352295
	Iteration 48Q: 3 clusters Score -8920709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 67768 members 
Entering Unmasked Estep 
Score: -8920716.000000 Penalty: 3618.352295
	Iteration 49Q: 3 clusters Score -8920716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -8920708.000000 Penalty: 3618.352295
	Iteration 50Q: 3 clusters Score -8920708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -8920710.000000 Penalty: 3618.352295
	Iteration 51Q: 3 clusters Score -8920710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -8920719.000000 Penalty: 3618.352295
	Iteration 52Q: 3 clusters Score -8920719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -8920720.000000 Penalty: 3618.352295
	Iteration 53Q: 3 clusters Score -8920720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -8920719.000000 Penalty: 3618.352295
	Iteration 54Q: 3 clusters Score -8920719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -8920721.000000 Penalty: 3618.352295
	Iteration 55Q: 3 clusters Score -8920721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -8920723.000000 Penalty: 3618.352295
	Iteration 56Q: 3 clusters Score -8920723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -8920721.000000 Penalty: 3618.352295
	Iteration 57Q: 3 clusters Score -8920721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 67788 members 
Entering Unmasked Estep 
Score: -8920721.000000 Penalty: 3618.352295
	Iteration 58F: 3 clusters Score -8920721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Entering Unmasked Estep 
Score: -5384765.000000 Penalty: 1728.037231
	Iteration 0F: 2 clusters Score -5384765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5356781.500000 Penalty: 3456.074463
	Iteration 0F: 3 clusters Score -5356782 nChanged 19339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5367884.500000 Penalty: 3456.074463
	Iteration 1F: 3 clusters Score -5367884 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -5368498.000000 Penalty: 3456.074463
	Iteration 2Q: 3 clusters Score -5368498 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5369092.500000 Penalty: 3456.074463
	Iteration 3Q: 3 clusters Score -5369092 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5369823.000000 Penalty: 3456.074463
	Iteration 4Q: 3 clusters Score -5369823 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -5370778.000000 Penalty: 3456.074463
	Iteration 5Q: 3 clusters Score -5370778 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -5372081.000000 Penalty: 3456.074463
	Iteration 6F: 3 clusters Score -5372081 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5373716.500000 Penalty: 3456.074463
	Iteration 7F: 3 clusters Score -5373716 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -5375497.000000 Penalty: 3456.074463
	Iteration 8F: 3 clusters Score -5375497 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -5377102.500000 Penalty: 3456.074463
	Iteration 9F: 3 clusters Score -5377102 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -5378368.500000 Penalty: 3456.074463
	Iteration 10Q: 3 clusters Score -5378368 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -5379328.500000 Penalty: 3456.074463
	Iteration 11Q: 3 clusters Score -5379328 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -5380024.000000 Penalty: 3456.074463
	Iteration 12Q: 3 clusters Score -5380024 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -5380575.500000 Penalty: 3456.074463
	Iteration 13Q: 3 clusters Score -5380576 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -5381088.000000 Penalty: 3456.074463
	Iteration 14Q: 3 clusters Score -5381088 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5381527.000000 Penalty: 3456.074463
	Iteration 15Q: 3 clusters Score -5381527 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5381895.000000 Penalty: 3456.074463
	Iteration 16Q: 3 clusters Score -5381895 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5382226.500000 Penalty: 3456.074463
	Iteration 17Q: 3 clusters Score -5382226 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5382497.000000 Penalty: 3456.074463
	Iteration 18Q: 3 clusters Score -5382497 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5382733.500000 Penalty: 3456.074463
	Iteration 19Q: 3 clusters Score -5382734 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5382903.500000 Penalty: 3456.074463
	Iteration 20F: 3 clusters Score -5382904 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5382999.500000 Penalty: 3456.074463
	Iteration 21Q: 3 clusters Score -5383000 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5383073.500000 Penalty: 3456.074463
	Iteration 22Q: 3 clusters Score -5383074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5383097.000000 Penalty: 3456.074463
	Iteration 23Q: 3 clusters Score -5383097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5383116.500000 Penalty: 3456.074463
	Iteration 24Q: 3 clusters Score -5383116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5383139.000000 Penalty: 3456.074463
	Iteration 25Q: 3 clusters Score -5383139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5383156.500000 Penalty: 3456.074463
	Iteration 26Q: 3 clusters Score -5383156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5383165.000000 Penalty: 3456.074463
	Iteration 27Q: 3 clusters Score -5383165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5383179.500000 Penalty: 3456.074463
	Iteration 28Q: 3 clusters Score -5383180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5383187.500000 Penalty: 3456.074463
	Iteration 29Q: 3 clusters Score -5383188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5383201.000000 Penalty: 3456.074463
	Iteration 30Q: 3 clusters Score -5383201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5383207.000000 Penalty: 3456.074463
	Iteration 31Q: 3 clusters Score -5383207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5383216.500000 Penalty: 3456.074463
	Iteration 32Q: 3 clusters Score -5383216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5383231.000000 Penalty: 3456.074463
	Iteration 33Q: 3 clusters Score -5383231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5383237.500000 Penalty: 3456.074463
	Iteration 34Q: 3 clusters Score -5383238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5383254.000000 Penalty: 3456.074463
	Iteration 35Q: 3 clusters Score -5383254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5383263.500000 Penalty: 3456.074463
	Iteration 36Q: 3 clusters Score -5383264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5383271.500000 Penalty: 3456.074463
	Iteration 37Q: 3 clusters Score -5383272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5383271.500000 Penalty: 3456.074463
	Iteration 38Q: 3 clusters Score -5383272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5383277.500000 Penalty: 3456.074463
	Iteration 39Q: 3 clusters Score -5383278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5383280.500000 Penalty: 3456.074463
	Iteration 40F: 3 clusters Score -5383280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5383287.500000 Penalty: 3456.074463
	Iteration 41Q: 3 clusters Score -5383288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5383292.500000 Penalty: 3456.074463
	Iteration 42Q: 3 clusters Score -5383292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5383293.500000 Penalty: 3456.074463
	Iteration 43Q: 3 clusters Score -5383294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5383292.000000 Penalty: 3456.074463
	Iteration 44Q: 3 clusters Score -5383292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5383292.000000 Penalty: 3456.074463
	Iteration 45F: 3 clusters Score -5383292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -301213.625000 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -301213.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -298757.875000 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -298757.9 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -299293.250000 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -299293.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -299423.687500 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -299423.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299510.687500 Penalty: 2547.845947
	Iteration 3F: 3 clusters Score -299510.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -299601.500000 Penalty: 2547.845947
	Iteration 4Q: 3 clusters Score -299601.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299753.968750 Penalty: 2547.845947
	Iteration 5F: 3 clusters Score -299754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -299942.468750 Penalty: 2547.845947
	Iteration 6F: 3 clusters Score -299942.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -300132.656250 Penalty: 2547.845947
	Iteration 7F: 3 clusters Score -300132.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -300290.343750 Penalty: 2547.845947
	Iteration 8F: 3 clusters Score -300290.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -300429.625000 Penalty: 2547.845947
	Iteration 9F: 3 clusters Score -300429.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -300496.250000 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -300496.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -300544.031250 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -300544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -300576.343750 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -300576.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -300594.750000 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -300594.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -300607.500000 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -300607.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -300614.406250 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -300614.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -300618.656250 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -300618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -300622.625000 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -300622.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -300625.906250 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -300625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -300627.875000 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -300627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -300628.687500 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -300628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -300631.000000 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -300631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -300632.562500 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -300632.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -300633.062500 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -300633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -300633.562500 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -300633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -300633.562500 Penalty: 2547.845947
	Iteration 25F: 3 clusters Score -300633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -946323.312500 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -946323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -940388.000000 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -940388 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -942244.750000 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -942244.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -942571.687500 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -942571.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -942814.937500 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -942814.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -943031.562500 Penalty: 2923.630127
	Iteration 4Q: 3 clusters Score -943031.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -943272.000000 Penalty: 2923.630127
	Iteration 5Q: 3 clusters Score -943272 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -943545.000000 Penalty: 2923.630127
	Iteration 6F: 3 clusters Score -943545 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -943842.687500 Penalty: 2923.630127
	Iteration 7F: 3 clusters Score -943842.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -944132.250000 Penalty: 2923.630127
	Iteration 8F: 3 clusters Score -944132.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -944388.625000 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -944388.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -944586.375000 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -944586.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -944787.875000 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -944787.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -944981.187500 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -944981.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -945138.437500 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -945138.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -945266.125000 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -945266.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -945355.937500 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -945355.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -945407.562500 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -945407.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -945445.625000 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -945445.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -945469.312500 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -945469.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -945487.437500 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -945487.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -945492.562500 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -945492.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -945499.375000 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -945499.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -945501.375000 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -945501.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -945507.625000 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -945507.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -945510.375000 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -945510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -945513.000000 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -945513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -945514.187500 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -945514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -945514.000000 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -945514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -945513.125000 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -945513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -945515.000000 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -945515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -945514.375000 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -945514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -945514.437500 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -945514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -945517.125000 Penalty: 2923.630127
	Iteration 32Q: 3 clusters Score -945517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -945518.312500 Penalty: 2923.630127
	Iteration 33Q: 3 clusters Score -945518.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -945520.437500 Penalty: 2923.630127
	Iteration 34Q: 3 clusters Score -945520.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -945521.500000 Penalty: 2923.630127
	Iteration 35Q: 3 clusters Score -945521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -945521.500000 Penalty: 2923.630127
	Iteration 36F: 3 clusters Score -945521.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (84251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Entering Unmasked Estep 
Score: -10805203.000000 Penalty: 1843.002808
	Iteration 0F: 2 clusters Score -1.08052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -10749185.000000 Penalty: 3686.005615
	Iteration 0F: 3 clusters Score -1.074918e+07 nChanged 40210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -10772391.000000 Penalty: 3686.005615
	Iteration 1F: 3 clusters Score -1.077239e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -10772931.000000 Penalty: 3686.005615
	Iteration 2Q: 3 clusters Score -1.077293e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -10773579.000000 Penalty: 3686.005615
	Iteration 3Q: 3 clusters Score -1.077358e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -10774423.000000 Penalty: 3686.005615
	Iteration 4Q: 3 clusters Score -1.077442e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -10775421.000000 Penalty: 3686.005615
	Iteration 5Q: 3 clusters Score -1.077542e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -10776707.000000 Penalty: 3686.005615
	Iteration 6Q: 3 clusters Score -1.077671e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -10778128.000000 Penalty: 3686.005615
	Iteration 7Q: 3 clusters Score -1.077813e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -10779819.000000 Penalty: 3686.005615
	Iteration 8Q: 3 clusters Score -1.077982e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -10781748.000000 Penalty: 3686.005615
	Iteration 9Q: 3 clusters Score -1.078175e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -10784005.000000 Penalty: 3686.005615
	Iteration 10F: 3 clusters Score -1.0784e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -10786677.000000 Penalty: 3686.005615
	Iteration 11F: 3 clusters Score -1.078668e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -10789196.000000 Penalty: 3686.005615
	Iteration 12Q: 3 clusters Score -1.07892e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -10791018.000000 Penalty: 3686.005615
	Iteration 13Q: 3 clusters Score -1.079102e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -10791947.000000 Penalty: 3686.005615
	Iteration 14Q: 3 clusters Score -1.079195e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -10792703.000000 Penalty: 3686.005615
	Iteration 15Q: 3 clusters Score -1.07927e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -10793340.000000 Penalty: 3686.005615
	Iteration 16Q: 3 clusters Score -1.079334e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -10794011.000000 Penalty: 3686.005615
	Iteration 17Q: 3 clusters Score -1.079401e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -10794904.000000 Penalty: 3686.005615
	Iteration 18Q: 3 clusters Score -1.07949e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -10795902.000000 Penalty: 3686.005615
	Iteration 19Q: 3 clusters Score -1.07959e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -10796963.000000 Penalty: 3686.005615
	Iteration 20F: 3 clusters Score -1.079696e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -10797980.000000 Penalty: 3686.005615
	Iteration 21Q: 3 clusters Score -1.079798e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -10798895.000000 Penalty: 3686.005615
	Iteration 22Q: 3 clusters Score -1.07989e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -10799614.000000 Penalty: 3686.005615
	Iteration 23Q: 3 clusters Score -1.079961e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -10800061.000000 Penalty: 3686.005615
	Iteration 24Q: 3 clusters Score -1.080006e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -10800358.000000 Penalty: 3686.005615
	Iteration 25Q: 3 clusters Score -1.080036e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -10800544.000000 Penalty: 3686.005615
	Iteration 26Q: 3 clusters Score -1.080054e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -10800621.000000 Penalty: 3686.005615
	Iteration 27Q: 3 clusters Score -1.080062e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -10800675.000000 Penalty: 3686.005615
	Iteration 28Q: 3 clusters Score -1.080068e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -10800664.000000 Penalty: 3686.005615
	Iteration 29Q: 3 clusters Score -1.080066e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -10800680.000000 Penalty: 3686.005615
	Iteration 30Q: 3 clusters Score -1.080068e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -10800687.000000 Penalty: 3686.005615
	Iteration 31Q: 3 clusters Score -1.080069e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -10800681.000000 Penalty: 3686.005615
	Iteration 32Q: 3 clusters Score -1.080068e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -10800674.000000 Penalty: 3686.005615
	Iteration 33Q: 3 clusters Score -1.080067e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -10800686.000000 Penalty: 3686.005615
	Iteration 34Q: 3 clusters Score -1.080069e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -10800683.000000 Penalty: 3686.005615
	Iteration 35Q: 3 clusters Score -1.080068e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -10800685.000000 Penalty: 3686.005615
	Iteration 36Q: 3 clusters Score -1.080068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -10800681.000000 Penalty: 3686.005615
	Iteration 37Q: 3 clusters Score -1.080068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -10800681.000000 Penalty: 3686.005615
	Iteration 38Q: 3 clusters Score -1.080068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -10800687.000000 Penalty: 3686.005615
	Iteration 39Q: 3 clusters Score -1.080069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -10800680.000000 Penalty: 3686.005615
	Iteration 40F: 3 clusters Score -1.080068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -10800681.000000 Penalty: 3686.005615
	Iteration 41Q: 3 clusters Score -1.080068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -10800674.000000 Penalty: 3686.005615
	Iteration 42Q: 3 clusters Score -1.080067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -10800680.000000 Penalty: 3686.005615
	Iteration 43Q: 3 clusters Score -1.080068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -10800678.000000 Penalty: 3686.005615
	Iteration 44Q: 3 clusters Score -1.080068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -10800679.000000 Penalty: 3686.005615
	Iteration 45Q: 3 clusters Score -1.080068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -10800684.000000 Penalty: 3686.005615
	Iteration 46Q: 3 clusters Score -1.080068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -10800682.000000 Penalty: 3686.005615
	Iteration 47Q: 3 clusters Score -1.080068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -10800676.000000 Penalty: 3686.005615
	Iteration 48Q: 3 clusters Score -1.080068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -10800694.000000 Penalty: 3686.005615
	Iteration 49Q: 3 clusters Score -1.080069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -10800684.000000 Penalty: 3686.005615
	Iteration 50Q: 3 clusters Score -1.080068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -10800685.000000 Penalty: 3686.005615
	Iteration 51Q: 3 clusters Score -1.080068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -10800679.000000 Penalty: 3686.005615
	Iteration 52Q: 3 clusters Score -1.080068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -10800687.000000 Penalty: 3686.005615
	Iteration 53Q: 3 clusters Score -1.080069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -10800684.000000 Penalty: 3686.005615
	Iteration 54Q: 3 clusters Score -1.080068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -10800688.000000 Penalty: 3686.005615
	Iteration 55Q: 3 clusters Score -1.080069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10800693.000000 Penalty: 3686.005615
	Iteration 56Q: 3 clusters Score -1.080069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -10800695.000000 Penalty: 3686.005615
	Iteration 57Q: 3 clusters Score -1.08007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -10800692.000000 Penalty: 3686.005615
	Iteration 58Q: 3 clusters Score -1.080069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -10800692.000000 Penalty: 3686.005615
	Iteration 59Q: 3 clusters Score -1.080069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -10800696.000000 Penalty: 3686.005615
	Iteration 60F: 3 clusters Score -1.08007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -10800691.000000 Penalty: 3686.005615
	Iteration 61Q: 3 clusters Score -1.080069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -10800695.000000 Penalty: 3686.005615
	Iteration 62Q: 3 clusters Score -1.08007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -10800698.000000 Penalty: 3686.005615
	Iteration 63Q: 3 clusters Score -1.08007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48990 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -10800699.000000 Penalty: 3686.005615
	Iteration 64Q: 3 clusters Score -1.08007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -10800709.000000 Penalty: 3686.005615
	Iteration 65Q: 3 clusters Score -1.080071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -10800705.000000 Penalty: 3686.005615
	Iteration 66Q: 3 clusters Score -1.08007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -10800708.000000 Penalty: 3686.005615
	Iteration 67Q: 3 clusters Score -1.080071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -10800708.000000 Penalty: 3686.005615
	Iteration 68F: 3 clusters Score -1.080071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Entering Unmasked Estep 
Score: -2431809.750000 Penalty: 1598.872437
	Iteration 0F: 2 clusters Score -2431810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2418856.500000 Penalty: 3197.744873
	Iteration 0F: 3 clusters Score -2418856 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2423361.750000 Penalty: 3197.744873
	Iteration 1F: 3 clusters Score -2423362 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2423693.500000 Penalty: 3197.744873
	Iteration 2Q: 3 clusters Score -2423694 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2424037.000000 Penalty: 3197.744873
	Iteration 3Q: 3 clusters Score -2424037 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2424448.750000 Penalty: 3197.744873
	Iteration 4Q: 3 clusters Score -2424449 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2425057.500000 Penalty: 3197.744873
	Iteration 5F: 3 clusters Score -2425058 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2425945.000000 Penalty: 3197.744873
	Iteration 6F: 3 clusters Score -2425945 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2426987.250000 Penalty: 3197.744873
	Iteration 7F: 3 clusters Score -2426987 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2428102.500000 Penalty: 3197.744873
	Iteration 8F: 3 clusters Score -2428102 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2429043.000000 Penalty: 3197.744873
	Iteration 9F: 3 clusters Score -2429043 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2429649.000000 Penalty: 3197.744873
	Iteration 10Q: 3 clusters Score -2429649 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2430000.250000 Penalty: 3197.744873
	Iteration 11Q: 3 clusters Score -2430000 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2430162.250000 Penalty: 3197.744873
	Iteration 12Q: 3 clusters Score -2430162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2430259.750000 Penalty: 3197.744873
	Iteration 13Q: 3 clusters Score -2430260 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2430300.500000 Penalty: 3197.744873
	Iteration 14Q: 3 clusters Score -2430300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2430330.500000 Penalty: 3197.744873
	Iteration 15Q: 3 clusters Score -2430330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2430366.500000 Penalty: 3197.744873
	Iteration 16Q: 3 clusters Score -2430366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2430388.000000 Penalty: 3197.744873
	Iteration 17Q: 3 clusters Score -2430388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2430397.500000 Penalty: 3197.744873
	Iteration 18Q: 3 clusters Score -2430398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2430408.000000 Penalty: 3197.744873
	Iteration 19Q: 3 clusters Score -2430408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2430412.500000 Penalty: 3197.744873
	Iteration 20F: 3 clusters Score -2430412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2430415.750000 Penalty: 3197.744873
	Iteration 21Q: 3 clusters Score -2430416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2430419.750000 Penalty: 3197.744873
	Iteration 22Q: 3 clusters Score -2430420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2430420.250000 Penalty: 3197.744873
	Iteration 23Q: 3 clusters Score -2430420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2430427.750000 Penalty: 3197.744873
	Iteration 24Q: 3 clusters Score -2430428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2430438.250000 Penalty: 3197.744873
	Iteration 25Q: 3 clusters Score -2430438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2430441.750000 Penalty: 3197.744873
	Iteration 26Q: 3 clusters Score -2430442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2430446.000000 Penalty: 3197.744873
	Iteration 27Q: 3 clusters Score -2430446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2430449.000000 Penalty: 3197.744873
	Iteration 28Q: 3 clusters Score -2430449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2430449.250000 Penalty: 3197.744873
	Iteration 29Q: 3 clusters Score -2430449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2430449.250000 Penalty: 3197.744873
	Iteration 30F: 3 clusters Score -2430449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -14829.306641 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -14829.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14233.462891 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -14233.46 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14470.307617 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -14470.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14546.259766 Penalty: 1781.207642
	Iteration 2F: 3 clusters Score -14546.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14564.703125 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -14564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14567.545898 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -14567.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14569.029297 Penalty: 1781.207642
	Iteration 5Q: 3 clusters Score -14569.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14569.941406 Penalty: 1781.207642
	Iteration 6Q: 3 clusters Score -14569.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14569.941406 Penalty: 1781.207642
	Iteration 7F: 3 clusters Score -14569.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Entering Unmasked Estep 
Score: -2390534.750000 Penalty: 1602.106567
	Iteration 0F: 2 clusters Score -2390535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2377396.750000 Penalty: 3204.213135
	Iteration 0F: 3 clusters Score -2377397 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2382130.750000 Penalty: 3204.213135
	Iteration 1F: 3 clusters Score -2382131 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2382591.500000 Penalty: 3204.213135
	Iteration 2F: 3 clusters Score -2382592 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2383133.000000 Penalty: 3204.213135
	Iteration 3F: 3 clusters Score -2383133 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2383744.250000 Penalty: 3204.213135
	Iteration 4F: 3 clusters Score -2383744 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2384542.500000 Penalty: 3204.213135
	Iteration 5F: 3 clusters Score -2384542 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2385547.750000 Penalty: 3204.213135
	Iteration 6F: 3 clusters Score -2385548 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2386566.250000 Penalty: 3204.213135
	Iteration 7F: 3 clusters Score -2386566 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2387381.750000 Penalty: 3204.213135
	Iteration 8Q: 3 clusters Score -2387382 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2387977.000000 Penalty: 3204.213135
	Iteration 9Q: 3 clusters Score -2387977 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2388378.000000 Penalty: 3204.213135
	Iteration 10Q: 3 clusters Score -2388378 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2388631.750000 Penalty: 3204.213135
	Iteration 11Q: 3 clusters Score -2388632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2388856.500000 Penalty: 3204.213135
	Iteration 12Q: 3 clusters Score -2388856 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2389021.250000 Penalty: 3204.213135
	Iteration 13Q: 3 clusters Score -2389021 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2389122.250000 Penalty: 3204.213135
	Iteration 14Q: 3 clusters Score -2389122 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2389214.750000 Penalty: 3204.213135
	Iteration 15Q: 3 clusters Score -2389215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2389285.750000 Penalty: 3204.213135
	Iteration 16Q: 3 clusters Score -2389286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2389334.000000 Penalty: 3204.213135
	Iteration 17Q: 3 clusters Score -2389334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2389367.000000 Penalty: 3204.213135
	Iteration 18Q: 3 clusters Score -2389367 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2389390.750000 Penalty: 3204.213135
	Iteration 19Q: 3 clusters Score -2389391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2389400.000000 Penalty: 3204.213135
	Iteration 20F: 3 clusters Score -2389400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2389408.000000 Penalty: 3204.213135
	Iteration 21Q: 3 clusters Score -2389408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2389422.250000 Penalty: 3204.213135
	Iteration 22Q: 3 clusters Score -2389422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2389435.000000 Penalty: 3204.213135
	Iteration 23Q: 3 clusters Score -2389435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2389445.000000 Penalty: 3204.213135
	Iteration 24Q: 3 clusters Score -2389445 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2389455.750000 Penalty: 3204.213135
	Iteration 25Q: 3 clusters Score -2389456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2389468.750000 Penalty: 3204.213135
	Iteration 26Q: 3 clusters Score -2389469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2389475.000000 Penalty: 3204.213135
	Iteration 27Q: 3 clusters Score -2389475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2389488.000000 Penalty: 3204.213135
	Iteration 28Q: 3 clusters Score -2389488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2389500.000000 Penalty: 3204.213135
	Iteration 29Q: 3 clusters Score -2389500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2389512.750000 Penalty: 3204.213135
	Iteration 30Q: 3 clusters Score -2389513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2389521.250000 Penalty: 3204.213135
	Iteration 31Q: 3 clusters Score -2389521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2389532.000000 Penalty: 3204.213135
	Iteration 32Q: 3 clusters Score -2389532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2389536.500000 Penalty: 3204.213135
	Iteration 33Q: 3 clusters Score -2389536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2389540.500000 Penalty: 3204.213135
	Iteration 34Q: 3 clusters Score -2389540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2389544.500000 Penalty: 3204.213135
	Iteration 35Q: 3 clusters Score -2389544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2389547.750000 Penalty: 3204.213135
	Iteration 36Q: 3 clusters Score -2389548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2389545.500000 Penalty: 3204.213135
	Iteration 37Q: 3 clusters Score -2389546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2389548.000000 Penalty: 3204.213135
	Iteration 38Q: 3 clusters Score -2389548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2389549.500000 Penalty: 3204.213135
	Iteration 39Q: 3 clusters Score -2389550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2389551.750000 Penalty: 3204.213135
	Iteration 40F: 3 clusters Score -2389552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2389552.500000 Penalty: 3204.213135
	Iteration 41Q: 3 clusters Score -2389552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2389553.750000 Penalty: 3204.213135
	Iteration 42Q: 3 clusters Score -2389554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2389555.500000 Penalty: 3204.213135
	Iteration 43Q: 3 clusters Score -2389556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2389556.750000 Penalty: 3204.213135
	Iteration 44Q: 3 clusters Score -2389557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2389555.250000 Penalty: 3204.213135
	Iteration 45Q: 3 clusters Score -2389555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2389555.250000 Penalty: 3204.213135
	Iteration 46F: 3 clusters Score -2389555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -74423.335938 Penalty: 1066.855591
	Iteration 0F: 2 clusters Score -74423.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -73268.671875 Penalty: 2133.711182
	Iteration 0F: 3 clusters Score -73268.67 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73705.921875 Penalty: 2133.711182
	Iteration 1F: 3 clusters Score -73705.92 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73845.218750 Penalty: 2133.711182
	Iteration 2F: 3 clusters Score -73845.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -73909.164062 Penalty: 2133.711182
	Iteration 3Q: 3 clusters Score -73909.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -73939.687500 Penalty: 2133.711182
	Iteration 4Q: 3 clusters Score -73939.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73960.367188 Penalty: 2133.711182
	Iteration 5Q: 3 clusters Score -73960.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74011.250000 Penalty: 2133.711182
	Iteration 6Q: 3 clusters Score -74011.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74022.296875 Penalty: 2133.711182
	Iteration 7Q: 3 clusters Score -74022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74033.531250 Penalty: 2133.711182
	Iteration 8Q: 3 clusters Score -74033.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74043.546875 Penalty: 2133.711182
	Iteration 9Q: 3 clusters Score -74043.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74051.640625 Penalty: 2133.711182
	Iteration 10Q: 3 clusters Score -74051.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -74060.046875 Penalty: 2133.711182
	Iteration 11Q: 3 clusters Score -74060.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74067.250000 Penalty: 2133.711182
	Iteration 12Q: 3 clusters Score -74067.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74069.664062 Penalty: 2133.711182
	Iteration 13Q: 3 clusters Score -74069.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74069.664062 Penalty: 2133.711182
	Iteration 14F: 3 clusters Score -74069.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -29118.759766 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -29118.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28294.501953 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -28294.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28352.244141 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -28352.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28370.357422 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -28370.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28396.636719 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -28396.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28406.019531 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -28406.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28417.365234 Penalty: 1781.207642
	Iteration 5Q: 3 clusters Score -28417.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28417.365234 Penalty: 1781.207642
	Iteration 6F: 3 clusters Score -28417.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -45706.855469 Penalty: 983.846436
	Iteration 0F: 2 clusters Score -45706.86 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 217 members 
Entering Unmasked Estep 
Score: -44773.203125 Penalty: 1967.692871
	Iteration 0F: 3 clusters Score -44773.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44910.378906 Penalty: 1967.692871
	Iteration 1F: 3 clusters Score -44910.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44967.218750 Penalty: 1967.692871
	Iteration 2F: 3 clusters Score -44967.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44986.523438 Penalty: 1967.692871
	Iteration 3Q: 3 clusters Score -44986.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44992.875000 Penalty: 1967.692871
	Iteration 4Q: 3 clusters Score -44992.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44997.570312 Penalty: 1967.692871
	Iteration 5Q: 3 clusters Score -44997.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44998.503906 Penalty: 1967.692871
	Iteration 6Q: 3 clusters Score -44998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44999.488281 Penalty: 1967.692871
	Iteration 7Q: 3 clusters Score -44999.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45005.937500 Penalty: 1967.692871
	Iteration 8Q: 3 clusters Score -45005.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45009.027344 Penalty: 1967.692871
	Iteration 9Q: 3 clusters Score -45009.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45011.378906 Penalty: 1967.692871
	Iteration 10Q: 3 clusters Score -45011.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45011.378906 Penalty: 1967.692871
	Iteration 11F: 3 clusters Score -45011.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Entering Unmasked Estep 
Score: -1231661.875000 Penalty: 1494.389282
	Iteration 0F: 2 clusters Score -1231662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1224612.750000 Penalty: 2988.778564
	Iteration 0F: 3 clusters Score -1224613 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1227060.125000 Penalty: 2988.778564
	Iteration 1F: 3 clusters Score -1227060 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1227377.375000 Penalty: 2988.778564
	Iteration 2F: 3 clusters Score -1227377 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1227636.500000 Penalty: 2988.778564
	Iteration 3F: 3 clusters Score -1227636 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1227842.375000 Penalty: 2988.778564
	Iteration 4Q: 3 clusters Score -1227842 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1228005.500000 Penalty: 2988.778564
	Iteration 5Q: 3 clusters Score -1228006 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1228169.375000 Penalty: 2988.778564
	Iteration 6Q: 3 clusters Score -1228169 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1228285.750000 Penalty: 2988.778564
	Iteration 7Q: 3 clusters Score -1228286 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1228394.250000 Penalty: 2988.778564
	Iteration 8Q: 3 clusters Score -1228394 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1228495.375000 Penalty: 2988.778564
	Iteration 9Q: 3 clusters Score -1228495 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1228589.375000 Penalty: 2988.778564
	Iteration 10Q: 3 clusters Score -1228589 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1228683.500000 Penalty: 2988.778564
	Iteration 11Q: 3 clusters Score -1228684 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1228770.000000 Penalty: 2988.778564
	Iteration 12Q: 3 clusters Score -1228770 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1228864.125000 Penalty: 2988.778564
	Iteration 13Q: 3 clusters Score -1228864 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1228971.250000 Penalty: 2988.778564
	Iteration 14Q: 3 clusters Score -1228971 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1229102.750000 Penalty: 2988.778564
	Iteration 15Q: 3 clusters Score -1229103 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1229223.875000 Penalty: 2988.778564
	Iteration 16Q: 3 clusters Score -1229224 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1229341.875000 Penalty: 2988.778564
	Iteration 17Q: 3 clusters Score -1229342 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1229468.625000 Penalty: 2988.778564
	Iteration 18Q: 3 clusters Score -1229469 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1229613.250000 Penalty: 2988.778564
	Iteration 19Q: 3 clusters Score -1229613 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1229760.500000 Penalty: 2988.778564
	Iteration 20F: 3 clusters Score -1229760 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1229902.000000 Penalty: 2988.778564
	Iteration 21Q: 3 clusters Score -1229902 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1230027.250000 Penalty: 2988.778564
	Iteration 22Q: 3 clusters Score -1230027 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1230140.125000 Penalty: 2988.778564
	Iteration 23Q: 3 clusters Score -1230140 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1230233.750000 Penalty: 2988.778564
	Iteration 24Q: 3 clusters Score -1230234 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1230342.875000 Penalty: 2988.778564
	Iteration 25Q: 3 clusters Score -1230343 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1230468.750000 Penalty: 2988.778564
	Iteration 26Q: 3 clusters Score -1230469 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1230598.875000 Penalty: 2988.778564
	Iteration 27Q: 3 clusters Score -1230599 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1230799.250000 Penalty: 2988.778564
	Iteration 28Q: 3 clusters Score -1230799 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1231003.625000 Penalty: 2988.778564
	Iteration 29Q: 3 clusters Score -1231004 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1231136.875000 Penalty: 2988.778564
	Iteration 30Q: 3 clusters Score -1231137 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1231203.000000 Penalty: 2988.778564
	Iteration 31Q: 3 clusters Score -1231203 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1231245.000000 Penalty: 2988.778564
	Iteration 32Q: 3 clusters Score -1231245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1231267.125000 Penalty: 2988.778564
	Iteration 33Q: 3 clusters Score -1231267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1231279.500000 Penalty: 2988.778564
	Iteration 34Q: 3 clusters Score -1231280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1231287.750000 Penalty: 2988.778564
	Iteration 35Q: 3 clusters Score -1231288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1231293.375000 Penalty: 2988.778564
	Iteration 36Q: 3 clusters Score -1231293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1231292.500000 Penalty: 2988.778564
	Iteration 37Q: 3 clusters Score -1231292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1231296.250000 Penalty: 2988.778564
	Iteration 38Q: 3 clusters Score -1231296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1231296.500000 Penalty: 2988.778564
	Iteration 39Q: 3 clusters Score -1231296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1231301.750000 Penalty: 2988.778564
	Iteration 40F: 3 clusters Score -1231302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1231304.125000 Penalty: 2988.778564
	Iteration 41Q: 3 clusters Score -1231304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1231305.625000 Penalty: 2988.778564
	Iteration 42Q: 3 clusters Score -1231306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1231304.125000 Penalty: 2988.778564
	Iteration 43Q: 3 clusters Score -1231304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1231303.125000 Penalty: 2988.778564
	Iteration 44Q: 3 clusters Score -1231303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1231303.625000 Penalty: 2988.778564
	Iteration 45Q: 3 clusters Score -1231304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1231305.250000 Penalty: 2988.778564
	Iteration 46Q: 3 clusters Score -1231305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1231304.500000 Penalty: 2988.778564
	Iteration 47Q: 3 clusters Score -1231304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1231306.375000 Penalty: 2988.778564
	Iteration 48Q: 3 clusters Score -1231306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1231303.750000 Penalty: 2988.778564
	Iteration 49Q: 3 clusters Score -1231304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1231303.750000 Penalty: 2988.778564
	Iteration 50Q: 3 clusters Score -1231304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1231303.750000 Penalty: 2988.778564
	Iteration 51F: 3 clusters Score -1231304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Entering Unmasked Estep 
Score: -1594690.375000 Penalty: 1534.918091
	Iteration 0F: 2 clusters Score -1594690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1585786.750000 Penalty: 3069.836182
	Iteration 0F: 3 clusters Score -1585787 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1588717.625000 Penalty: 3069.836182
	Iteration 1F: 3 clusters Score -1588718 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1589005.375000 Penalty: 3069.836182
	Iteration 2F: 3 clusters Score -1589005 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1589291.500000 Penalty: 3069.836182
	Iteration 3F: 3 clusters Score -1589292 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1589601.375000 Penalty: 3069.836182
	Iteration 4Q: 3 clusters Score -1589601 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1589982.250000 Penalty: 3069.836182
	Iteration 5F: 3 clusters Score -1589982 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1590426.375000 Penalty: 3069.836182
	Iteration 6F: 3 clusters Score -1590426 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1590906.875000 Penalty: 3069.836182
	Iteration 7F: 3 clusters Score -1590907 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1591348.750000 Penalty: 3069.836182
	Iteration 8F: 3 clusters Score -1591349 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1591808.250000 Penalty: 3069.836182
	Iteration 9Q: 3 clusters Score -1591808 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1592249.125000 Penalty: 3069.836182
	Iteration 10Q: 3 clusters Score -1592249 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1592581.375000 Penalty: 3069.836182
	Iteration 11Q: 3 clusters Score -1592581 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1592841.125000 Penalty: 3069.836182
	Iteration 12Q: 3 clusters Score -1592841 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1593019.250000 Penalty: 3069.836182
	Iteration 13Q: 3 clusters Score -1593019 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1593136.375000 Penalty: 3069.836182
	Iteration 14Q: 3 clusters Score -1593136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1593224.125000 Penalty: 3069.836182
	Iteration 15Q: 3 clusters Score -1593224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1593286.125000 Penalty: 3069.836182
	Iteration 16Q: 3 clusters Score -1593286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1593328.750000 Penalty: 3069.836182
	Iteration 17Q: 3 clusters Score -1593329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1593375.875000 Penalty: 3069.836182
	Iteration 18Q: 3 clusters Score -1593376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1593423.250000 Penalty: 3069.836182
	Iteration 19Q: 3 clusters Score -1593423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1593456.875000 Penalty: 3069.836182
	Iteration 20F: 3 clusters Score -1593457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1593473.625000 Penalty: 3069.836182
	Iteration 21Q: 3 clusters Score -1593474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1593483.375000 Penalty: 3069.836182
	Iteration 22Q: 3 clusters Score -1593483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1593487.625000 Penalty: 3069.836182
	Iteration 23Q: 3 clusters Score -1593488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1593492.625000 Penalty: 3069.836182
	Iteration 24Q: 3 clusters Score -1593493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1593496.750000 Penalty: 3069.836182
	Iteration 25Q: 3 clusters Score -1593497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1593500.000000 Penalty: 3069.836182
	Iteration 26Q: 3 clusters Score -1593500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1593504.625000 Penalty: 3069.836182
	Iteration 27Q: 3 clusters Score -1593505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1593507.750000 Penalty: 3069.836182
	Iteration 28Q: 3 clusters Score -1593508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1593509.625000 Penalty: 3069.836182
	Iteration 29Q: 3 clusters Score -1593510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1593508.125000 Penalty: 3069.836182
	Iteration 30Q: 3 clusters Score -1593508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1593508.750000 Penalty: 3069.836182
	Iteration 31Q: 3 clusters Score -1593509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1593508.750000 Penalty: 3069.836182
	Iteration 32F: 3 clusters Score -1593509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Entering Unmasked Estep 
Score: -2823738.500000 Penalty: 1631.348389
	Iteration 0F: 2 clusters Score -2823738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2808121.500000 Penalty: 3262.696777
	Iteration 0F: 3 clusters Score -2808122 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2813998.250000 Penalty: 3262.696777
	Iteration 1F: 3 clusters Score -2813998 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2814375.250000 Penalty: 3262.696777
	Iteration 2Q: 3 clusters Score -2814375 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2814770.750000 Penalty: 3262.696777
	Iteration 3Q: 3 clusters Score -2814771 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2815193.000000 Penalty: 3262.696777
	Iteration 4Q: 3 clusters Score -2815193 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2815629.500000 Penalty: 3262.696777
	Iteration 5Q: 3 clusters Score -2815630 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2816163.250000 Penalty: 3262.696777
	Iteration 6Q: 3 clusters Score -2816163 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2816817.250000 Penalty: 3262.696777
	Iteration 7F: 3 clusters Score -2816817 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2817550.250000 Penalty: 3262.696777
	Iteration 8F: 3 clusters Score -2817550 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2818414.250000 Penalty: 3262.696777
	Iteration 9F: 3 clusters Score -2818414 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2819297.000000 Penalty: 3262.696777
	Iteration 10F: 3 clusters Score -2819297 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2820001.250000 Penalty: 3262.696777
	Iteration 11Q: 3 clusters Score -2820001 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2820562.500000 Penalty: 3262.696777
	Iteration 12Q: 3 clusters Score -2820562 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2820965.000000 Penalty: 3262.696777
	Iteration 13Q: 3 clusters Score -2820965 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2821227.500000 Penalty: 3262.696777
	Iteration 14Q: 3 clusters Score -2821228 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2821420.250000 Penalty: 3262.696777
	Iteration 15Q: 3 clusters Score -2821420 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2821564.500000 Penalty: 3262.696777
	Iteration 16Q: 3 clusters Score -2821564 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2821684.750000 Penalty: 3262.696777
	Iteration 17Q: 3 clusters Score -2821685 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2821787.000000 Penalty: 3262.696777
	Iteration 18Q: 3 clusters Score -2821787 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2821869.500000 Penalty: 3262.696777
	Iteration 19Q: 3 clusters Score -2821870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2821949.000000 Penalty: 3262.696777
	Iteration 20F: 3 clusters Score -2821949 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2822024.500000 Penalty: 3262.696777
	Iteration 21Q: 3 clusters Score -2822024 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2822108.250000 Penalty: 3262.696777
	Iteration 22Q: 3 clusters Score -2822108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2822212.000000 Penalty: 3262.696777
	Iteration 23Q: 3 clusters Score -2822212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2822283.250000 Penalty: 3262.696777
	Iteration 24Q: 3 clusters Score -2822283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2822313.000000 Penalty: 3262.696777
	Iteration 25Q: 3 clusters Score -2822313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2822344.750000 Penalty: 3262.696777
	Iteration 26Q: 3 clusters Score -2822345 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2822368.750000 Penalty: 3262.696777
	Iteration 27Q: 3 clusters Score -2822369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2822396.250000 Penalty: 3262.696777
	Iteration 28Q: 3 clusters Score -2822396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2822408.750000 Penalty: 3262.696777
	Iteration 29Q: 3 clusters Score -2822409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2822420.500000 Penalty: 3262.696777
	Iteration 30Q: 3 clusters Score -2822420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2822432.250000 Penalty: 3262.696777
	Iteration 31Q: 3 clusters Score -2822432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2822456.250000 Penalty: 3262.696777
	Iteration 32Q: 3 clusters Score -2822456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2822475.500000 Penalty: 3262.696777
	Iteration 33Q: 3 clusters Score -2822476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2822479.750000 Penalty: 3262.696777
	Iteration 34Q: 3 clusters Score -2822480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2822486.500000 Penalty: 3262.696777
	Iteration 35Q: 3 clusters Score -2822486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2822495.250000 Penalty: 3262.696777
	Iteration 36Q: 3 clusters Score -2822495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2822497.750000 Penalty: 3262.696777
	Iteration 37Q: 3 clusters Score -2822498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2822504.750000 Penalty: 3262.696777
	Iteration 38Q: 3 clusters Score -2822505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2822503.250000 Penalty: 3262.696777
	Iteration 39Q: 3 clusters Score -2822503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2822511.000000 Penalty: 3262.696777
	Iteration 40F: 3 clusters Score -2822511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2822509.500000 Penalty: 3262.696777
	Iteration 41Q: 3 clusters Score -2822510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2822515.500000 Penalty: 3262.696777
	Iteration 42Q: 3 clusters Score -2822516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2822520.750000 Penalty: 3262.696777
	Iteration 43Q: 3 clusters Score -2822521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2822516.000000 Penalty: 3262.696777
	Iteration 44Q: 3 clusters Score -2822516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2822516.500000 Penalty: 3262.696777
	Iteration 45Q: 3 clusters Score -2822516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2822525.500000 Penalty: 3262.696777
	Iteration 46Q: 3 clusters Score -2822526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2822526.750000 Penalty: 3262.696777
	Iteration 47Q: 3 clusters Score -2822527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2822527.000000 Penalty: 3262.696777
	Iteration 48Q: 3 clusters Score -2822527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2822525.750000 Penalty: 3262.696777
	Iteration 49Q: 3 clusters Score -2822526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2822525.250000 Penalty: 3262.696777
	Iteration 50Q: 3 clusters Score -2822525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2822529.750000 Penalty: 3262.696777
	Iteration 51Q: 3 clusters Score -2822530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2822526.250000 Penalty: 3262.696777
	Iteration 52Q: 3 clusters Score -2822526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2822528.250000 Penalty: 3262.696777
	Iteration 53Q: 3 clusters Score -2822528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2822526.500000 Penalty: 3262.696777
	Iteration 54Q: 3 clusters Score -2822526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2822529.250000 Penalty: 3262.696777
	Iteration 55Q: 3 clusters Score -2822529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2822526.250000 Penalty: 3262.696777
	Iteration 56Q: 3 clusters Score -2822526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2822529.250000 Penalty: 3262.696777
	Iteration 57Q: 3 clusters Score -2822529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2822533.750000 Penalty: 3262.696777
	Iteration 58Q: 3 clusters Score -2822534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2822533.750000 Penalty: 3262.696777
	Iteration 59F: 3 clusters Score -2822534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Entering Unmasked Estep 
Score: -7585003.000000 Penalty: 1784.688232
	Iteration 0F: 2 clusters Score -7585003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -7545540.000000 Penalty: 3569.376465
	Iteration 0F: 3 clusters Score -7545540 nChanged 27845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -7561663.500000 Penalty: 3569.376465
	Iteration 1F: 3 clusters Score -7561664 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -7562270.000000 Penalty: 3569.376465
	Iteration 2Q: 3 clusters Score -7562270 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7563311.000000 Penalty: 3569.376465
	Iteration 3Q: 3 clusters Score -7563311 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7564971.500000 Penalty: 3569.376465
	Iteration 4F: 3 clusters Score -7564972 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -7567859.000000 Penalty: 3569.376465
	Iteration 5F: 3 clusters Score -7567859 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -7572025.000000 Penalty: 3569.376465
	Iteration 6F: 3 clusters Score -7572025 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -7577015.500000 Penalty: 3569.376465
	Iteration 7F: 3 clusters Score -7577016 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -7580792.500000 Penalty: 3569.376465
	Iteration 8F: 3 clusters Score -7580792 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -7582504.500000 Penalty: 3569.376465
	Iteration 9Q: 3 clusters Score -7582504 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -7583070.000000 Penalty: 3569.376465
	Iteration 10Q: 3 clusters Score -7583070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -7583277.500000 Penalty: 3569.376465
	Iteration 11Q: 3 clusters Score -7583278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -7583349.500000 Penalty: 3569.376465
	Iteration 12Q: 3 clusters Score -7583350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -7583384.500000 Penalty: 3569.376465
	Iteration 13Q: 3 clusters Score -7583384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 58692 members 
Entering Unmasked Estep 
Score: -7583411.000000 Penalty: 3569.376465
	Iteration 14Q: 3 clusters Score -7583411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -7583418.000000 Penalty: 3569.376465
	Iteration 15Q: 3 clusters Score -7583418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
Score: -7583428.500000 Penalty: 3569.376465
	Iteration 16Q: 3 clusters Score -7583428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 58709 members 
Entering Unmasked Estep 
Score: -7583440.000000 Penalty: 3569.376465
	Iteration 17Q: 3 clusters Score -7583440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -7583443.000000 Penalty: 3569.376465
	Iteration 18Q: 3 clusters Score -7583443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -7583452.500000 Penalty: 3569.376465
	Iteration 19Q: 3 clusters Score -7583452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -7583459.500000 Penalty: 3569.376465
	Iteration 20F: 3 clusters Score -7583460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -7583457.000000 Penalty: 3569.376465
	Iteration 21Q: 3 clusters Score -7583457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -7583455.500000 Penalty: 3569.376465
	Iteration 22Q: 3 clusters Score -7583456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -7583463.000000 Penalty: 3569.376465
	Iteration 23Q: 3 clusters Score -7583463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -7583463.000000 Penalty: 3569.376465
	Iteration 24F: 3 clusters Score -7583463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Entering Unmasked Estep 
Score: -400996.500000 Penalty: 1319.160156
	Iteration 0F: 2 clusters Score -400996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -398092.156250 Penalty: 2638.320312
	Iteration 0F: 3 clusters Score -398092.2 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -398832.656250 Penalty: 2638.320312
	Iteration 1F: 3 clusters Score -398832.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -399036.500000 Penalty: 2638.320312
	Iteration 2F: 3 clusters Score -399036.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -399154.875000 Penalty: 2638.320312
	Iteration 3F: 3 clusters Score -399154.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -399227.031250 Penalty: 2638.320312
	Iteration 4Q: 3 clusters Score -399227 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -399288.781250 Penalty: 2638.320312
	Iteration 5Q: 3 clusters Score -399288.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -399361.218750 Penalty: 2638.320312
	Iteration 6Q: 3 clusters Score -399361.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -399424.406250 Penalty: 2638.320312
	Iteration 7Q: 3 clusters Score -399424.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -399482.781250 Penalty: 2638.320312
	Iteration 8Q: 3 clusters Score -399482.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -399543.250000 Penalty: 2638.320312
	Iteration 9Q: 3 clusters Score -399543.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -399606.156250 Penalty: 2638.320312
	Iteration 10Q: 3 clusters Score -399606.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -399656.093750 Penalty: 2638.320312
	Iteration 11Q: 3 clusters Score -399656.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -399691.656250 Penalty: 2638.320312
	Iteration 12Q: 3 clusters Score -399691.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -399713.593750 Penalty: 2638.320312
	Iteration 13Q: 3 clusters Score -399713.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -399735.031250 Penalty: 2638.320312
	Iteration 14Q: 3 clusters Score -399735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -399758.625000 Penalty: 2638.320312
	Iteration 15Q: 3 clusters Score -399758.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -399779.125000 Penalty: 2638.320312
	Iteration 16Q: 3 clusters Score -399779.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -399794.531250 Penalty: 2638.320312
	Iteration 17Q: 3 clusters Score -399794.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -399807.875000 Penalty: 2638.320312
	Iteration 18Q: 3 clusters Score -399807.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -399821.937500 Penalty: 2638.320312
	Iteration 19Q: 3 clusters Score -399821.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -399830.625000 Penalty: 2638.320312
	Iteration 20F: 3 clusters Score -399830.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -399839.187500 Penalty: 2638.320312
	Iteration 21Q: 3 clusters Score -399839.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -399849.937500 Penalty: 2638.320312
	Iteration 22Q: 3 clusters Score -399849.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -399855.593750 Penalty: 2638.320312
	Iteration 23Q: 3 clusters Score -399855.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -399860.750000 Penalty: 2638.320312
	Iteration 24Q: 3 clusters Score -399860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -399870.625000 Penalty: 2638.320312
	Iteration 25Q: 3 clusters Score -399870.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -399878.968750 Penalty: 2638.320312
	Iteration 26Q: 3 clusters Score -399879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -399882.281250 Penalty: 2638.320312
	Iteration 27Q: 3 clusters Score -399882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -399885.687500 Penalty: 2638.320312
	Iteration 28Q: 3 clusters Score -399885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -399890.406250 Penalty: 2638.320312
	Iteration 29Q: 3 clusters Score -399890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -399893.750000 Penalty: 2638.320312
	Iteration 30Q: 3 clusters Score -399893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -399896.906250 Penalty: 2638.320312
	Iteration 31Q: 3 clusters Score -399896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -399899.656250 Penalty: 2638.320312
	Iteration 32Q: 3 clusters Score -399899.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -399902.437500 Penalty: 2638.320312
	Iteration 33Q: 3 clusters Score -399902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -399903.187500 Penalty: 2638.320312
	Iteration 34Q: 3 clusters Score -399903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -399904.968750 Penalty: 2638.320312
	Iteration 35Q: 3 clusters Score -399905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -399905.875000 Penalty: 2638.320312
	Iteration 36Q: 3 clusters Score -399905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -399906.406250 Penalty: 2638.320312
	Iteration 37Q: 3 clusters Score -399906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -399907.343750 Penalty: 2638.320312
	Iteration 38Q: 3 clusters Score -399907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -399907.468750 Penalty: 2638.320312
	Iteration 39Q: 3 clusters Score -399907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -399908.281250 Penalty: 2638.320312
	Iteration 40F: 3 clusters Score -399908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -399909.187500 Penalty: 2638.320312
	Iteration 41Q: 3 clusters Score -399909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -399911.156250 Penalty: 2638.320312
	Iteration 42Q: 3 clusters Score -399911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -399913.812500 Penalty: 2638.320312
	Iteration 43Q: 3 clusters Score -399913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -399915.375000 Penalty: 2638.320312
	Iteration 44Q: 3 clusters Score -399915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -399916.750000 Penalty: 2638.320312
	Iteration 45Q: 3 clusters Score -399916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -399917.843750 Penalty: 2638.320312
	Iteration 46Q: 3 clusters Score -399917.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -399919.406250 Penalty: 2638.320312
	Iteration 47Q: 3 clusters Score -399919.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -399919.281250 Penalty: 2638.320312
	Iteration 48Q: 3 clusters Score -399919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -399919.281250 Penalty: 2638.320312
	Iteration 49F: 3 clusters Score -399919.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Entering Unmasked Estep 
Score: -2432458.250000 Penalty: 1598.664551
	Iteration 0F: 2 clusters Score -2432458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2419543.500000 Penalty: 3197.329102
	Iteration 0F: 3 clusters Score -2419544 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2424237.000000 Penalty: 3197.329102
	Iteration 1F: 3 clusters Score -2424237 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2424561.250000 Penalty: 3197.329102
	Iteration 2Q: 3 clusters Score -2424561 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2424862.250000 Penalty: 3197.329102
	Iteration 3Q: 3 clusters Score -2424862 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2425200.250000 Penalty: 3197.329102
	Iteration 4Q: 3 clusters Score -2425200 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2425618.500000 Penalty: 3197.329102
	Iteration 5Q: 3 clusters Score -2425618 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2426193.500000 Penalty: 3197.329102
	Iteration 6F: 3 clusters Score -2426194 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2426929.750000 Penalty: 3197.329102
	Iteration 7F: 3 clusters Score -2426930 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2427879.250000 Penalty: 3197.329102
	Iteration 8F: 3 clusters Score -2427879 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2428852.500000 Penalty: 3197.329102
	Iteration 9F: 3 clusters Score -2428852 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2429575.000000 Penalty: 3197.329102
	Iteration 10Q: 3 clusters Score -2429575 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2430047.250000 Penalty: 3197.329102
	Iteration 11Q: 3 clusters Score -2430047 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2430308.500000 Penalty: 3197.329102
	Iteration 12Q: 3 clusters Score -2430308 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2430474.250000 Penalty: 3197.329102
	Iteration 13Q: 3 clusters Score -2430474 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2430595.000000 Penalty: 3197.329102
	Iteration 14Q: 3 clusters Score -2430595 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2430694.000000 Penalty: 3197.329102
	Iteration 15Q: 3 clusters Score -2430694 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2430784.250000 Penalty: 3197.329102
	Iteration 16Q: 3 clusters Score -2430784 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2430847.000000 Penalty: 3197.329102
	Iteration 17Q: 3 clusters Score -2430847 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2430889.250000 Penalty: 3197.329102
	Iteration 18Q: 3 clusters Score -2430889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2430928.250000 Penalty: 3197.329102
	Iteration 19Q: 3 clusters Score -2430928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2430967.750000 Penalty: 3197.329102
	Iteration 20F: 3 clusters Score -2430968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2430986.250000 Penalty: 3197.329102
	Iteration 21Q: 3 clusters Score -2430986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2431001.500000 Penalty: 3197.329102
	Iteration 22Q: 3 clusters Score -2431002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2431012.750000 Penalty: 3197.329102
	Iteration 23Q: 3 clusters Score -2431013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2431022.000000 Penalty: 3197.329102
	Iteration 24Q: 3 clusters Score -2431022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2431029.250000 Penalty: 3197.329102
	Iteration 25Q: 3 clusters Score -2431029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2431030.750000 Penalty: 3197.329102
	Iteration 26Q: 3 clusters Score -2431031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2431031.250000 Penalty: 3197.329102
	Iteration 27Q: 3 clusters Score -2431031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2431035.000000 Penalty: 3197.329102
	Iteration 28Q: 3 clusters Score -2431035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2431035.750000 Penalty: 3197.329102
	Iteration 29Q: 3 clusters Score -2431036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2431036.250000 Penalty: 3197.329102
	Iteration 30Q: 3 clusters Score -2431036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2431039.500000 Penalty: 3197.329102
	Iteration 31Q: 3 clusters Score -2431040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2431040.750000 Penalty: 3197.329102
	Iteration 32Q: 3 clusters Score -2431041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2431040.750000 Penalty: 3197.329102
	Iteration 33F: 3 clusters Score -2431041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -26597.412109 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -26597.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25827.484375 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -25827.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26027.373047 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -26027.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26218.906250 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -26218.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -26512.152344 Penalty: 1831.306519
	Iteration 3F: 3 clusters Score -26512.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -26583.970703 Penalty: 1831.306519
	Iteration 4F: 3 clusters Score -26583.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -26784.001953 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -26784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -26807.349609 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -26807.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -26833.246094 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -26833.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -26833.246094 Penalty: 1831.306519
	Iteration 8F: 3 clusters Score -26833.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 7055 members 
Mstep: Class 4 contains 2376 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 68418 members 
Mstep: Class 7 contains 41526 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 8069 members 
Mstep: Class 10 contains 84251 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 19132 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 426 members 
Mstep: Class 17 contains 9860 members 
Mstep: Class 18 contains 12653 members 
Mstep: Class 19 contains 22904 members 
Mstep: Class 20 contains 58847 members 
Mstep: Class 21 contains 3354 members 
Mstep: Class 22 contains 18731 members 
Mstep: Class 23 contains 227 members 
Mstep: Class 24 contains 322 members 
Mstep: Class 25 contains 6703 members 
Mstep: Class 26 contains 51989 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 53 members 
Entering Unmasked Estep 
Score: -59793540.000000 Penalty: 59499.636719
Splitting cluster 23 changes total score from -59794496.000000 to -59793540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -34623.289062 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -34623.29 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 153 members 
Entering Unmasked Estep 
Score: -33774.878906 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -33774.88 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -33911.769531 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -33911.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33945.937500 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -33945.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33964.058594 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -33964.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33965.535156 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -33965.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -33966.621094 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -33966.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -33967.082031 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -33967.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -33967.656250 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -33967.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33968.183594 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -33968.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -33968.183594 Penalty: 1876.729248
	Iteration 9F: 3 clusters Score -33968.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -830764.812500 Penalty: 1431.675415
	Iteration 0F: 2 clusters Score -830764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -825624.625000 Penalty: 2863.350830
	Iteration 0F: 3 clusters Score -825624.6 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -827103.187500 Penalty: 2863.350830
	Iteration 1F: 3 clusters Score -827103.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -827314.562500 Penalty: 2863.350830
	Iteration 2F: 3 clusters Score -827314.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -827488.062500 Penalty: 2863.350830
	Iteration 3F: 3 clusters Score -827488.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -827621.562500 Penalty: 2863.350830
	Iteration 4Q: 3 clusters Score -827621.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -827754.875000 Penalty: 2863.350830
	Iteration 5Q: 3 clusters Score -827754.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -827894.937500 Penalty: 2863.350830
	Iteration 6Q: 3 clusters Score -827894.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -828024.062500 Penalty: 2863.350830
	Iteration 7Q: 3 clusters Score -828024.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -828137.625000 Penalty: 2863.350830
	Iteration 8Q: 3 clusters Score -828137.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -828219.375000 Penalty: 2863.350830
	Iteration 9Q: 3 clusters Score -828219.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -828289.937500 Penalty: 2863.350830
	Iteration 10Q: 3 clusters Score -828289.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -828363.187500 Penalty: 2863.350830
	Iteration 11Q: 3 clusters Score -828363.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -828433.625000 Penalty: 2863.350830
	Iteration 12Q: 3 clusters Score -828433.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -828487.687500 Penalty: 2863.350830
	Iteration 13Q: 3 clusters Score -828487.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -828546.625000 Penalty: 2863.350830
	Iteration 14Q: 3 clusters Score -828546.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -828605.687500 Penalty: 2863.350830
	Iteration 15Q: 3 clusters Score -828605.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -828666.062500 Penalty: 2863.350830
	Iteration 16Q: 3 clusters Score -828666.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -828718.812500 Penalty: 2863.350830
	Iteration 17Q: 3 clusters Score -828718.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -828775.125000 Penalty: 2863.350830
	Iteration 18Q: 3 clusters Score -828775.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -828829.687500 Penalty: 2863.350830
	Iteration 19Q: 3 clusters Score -828829.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -828877.750000 Penalty: 2863.350830
	Iteration 20F: 3 clusters Score -828877.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -828925.312500 Penalty: 2863.350830
	Iteration 21Q: 3 clusters Score -828925.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -828967.437500 Penalty: 2863.350830
	Iteration 22Q: 3 clusters Score -828967.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -829019.312500 Penalty: 2863.350830
	Iteration 23Q: 3 clusters Score -829019.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -829065.625000 Penalty: 2863.350830
	Iteration 24Q: 3 clusters Score -829065.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -829120.937500 Penalty: 2863.350830
	Iteration 25Q: 3 clusters Score -829120.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -829188.875000 Penalty: 2863.350830
	Iteration 26Q: 3 clusters Score -829188.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -829264.875000 Penalty: 2863.350830
	Iteration 27Q: 3 clusters Score -829264.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -829388.875000 Penalty: 2863.350830
	Iteration 28Q: 3 clusters Score -829388.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -829526.437500 Penalty: 2863.350830
	Iteration 29Q: 3 clusters Score -829526.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -829589.500000 Penalty: 2863.350830
	Iteration 30Q: 3 clusters Score -829589.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -829619.562500 Penalty: 2863.350830
	Iteration 31Q: 3 clusters Score -829619.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -829642.062500 Penalty: 2863.350830
	Iteration 32Q: 3 clusters Score -829642.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -829659.437500 Penalty: 2863.350830
	Iteration 33Q: 3 clusters Score -829659.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -829676.250000 Penalty: 2863.350830
	Iteration 34Q: 3 clusters Score -829676.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -829683.562500 Penalty: 2863.350830
	Iteration 35Q: 3 clusters Score -829683.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -829686.562500 Penalty: 2863.350830
	Iteration 36Q: 3 clusters Score -829686.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -829690.562500 Penalty: 2863.350830
	Iteration 37Q: 3 clusters Score -829690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -829692.062500 Penalty: 2863.350830
	Iteration 38Q: 3 clusters Score -829692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -829694.687500 Penalty: 2863.350830
	Iteration 39Q: 3 clusters Score -829694.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -829695.625000 Penalty: 2863.350830
	Iteration 40F: 3 clusters Score -829695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -829695.687500 Penalty: 2863.350830
	Iteration 41Q: 3 clusters Score -829695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -829697.625000 Penalty: 2863.350830
	Iteration 42Q: 3 clusters Score -829697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -829701.750000 Penalty: 2863.350830
	Iteration 43Q: 3 clusters Score -829701.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -829702.500000 Penalty: 2863.350830
	Iteration 44Q: 3 clusters Score -829702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -829704.250000 Penalty: 2863.350830
	Iteration 45Q: 3 clusters Score -829704.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -829704.125000 Penalty: 2863.350830
	Iteration 46Q: 3 clusters Score -829704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -829705.437500 Penalty: 2863.350830
	Iteration 47Q: 3 clusters Score -829705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -829706.125000 Penalty: 2863.350830
	Iteration 48Q: 3 clusters Score -829706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -829705.187500 Penalty: 2863.350830
	Iteration 49Q: 3 clusters Score -829705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -829705.687500 Penalty: 2863.350830
	Iteration 50Q: 3 clusters Score -829705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -829705.687500 Penalty: 2863.350830
	Iteration 51F: 3 clusters Score -829705.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Entering Unmasked Estep 
Score: -6723948.000000 Penalty: 1764.552979
	Iteration 0F: 2 clusters Score -6723948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -6689384.000000 Penalty: 3529.105957
	Iteration 0F: 3 clusters Score -6689384 nChanged 24236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -6703357.500000 Penalty: 3529.105957
	Iteration 1F: 3 clusters Score -6703358 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -6703938.500000 Penalty: 3529.105957
	Iteration 2Q: 3 clusters Score -6703938 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -6704760.000000 Penalty: 3529.105957
	Iteration 3Q: 3 clusters Score -6704760 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -6705840.500000 Penalty: 3529.105957
	Iteration 4F: 3 clusters Score -6705840 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -6707529.500000 Penalty: 3529.105957
	Iteration 5F: 3 clusters Score -6707530 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -6709874.000000 Penalty: 3529.105957
	Iteration 6F: 3 clusters Score -6709874 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -6712924.000000 Penalty: 3529.105957
	Iteration 7F: 3 clusters Score -6712924 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -6716116.000000 Penalty: 3529.105957
	Iteration 8F: 3 clusters Score -6716116 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -6718826.500000 Penalty: 3529.105957
	Iteration 9F: 3 clusters Score -6718826 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6720658.000000 Penalty: 3529.105957
	Iteration 10Q: 3 clusters Score -6720658 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -6721695.500000 Penalty: 3529.105957
	Iteration 11Q: 3 clusters Score -6721696 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -6722132.500000 Penalty: 3529.105957
	Iteration 12Q: 3 clusters Score -6722132 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -6722301.000000 Penalty: 3529.105957
	Iteration 13Q: 3 clusters Score -6722301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6722365.500000 Penalty: 3529.105957
	Iteration 14Q: 3 clusters Score -6722366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6722389.000000 Penalty: 3529.105957
	Iteration 15Q: 3 clusters Score -6722389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -6722402.500000 Penalty: 3529.105957
	Iteration 16Q: 3 clusters Score -6722402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -6722425.000000 Penalty: 3529.105957
	Iteration 17Q: 3 clusters Score -6722425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -6722425.000000 Penalty: 3529.105957
	Iteration 18Q: 3 clusters Score -6722425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 51843 members 
Entering Unmasked Estep 
Score: -6722435.500000 Penalty: 3529.105957
	Iteration 19Q: 3 clusters Score -6722436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -6722438.000000 Penalty: 3529.105957
	Iteration 20F: 3 clusters Score -6722438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -6722442.500000 Penalty: 3529.105957
	Iteration 21Q: 3 clusters Score -6722442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -6722444.500000 Penalty: 3529.105957
	Iteration 22Q: 3 clusters Score -6722444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -6722449.500000 Penalty: 3529.105957
	Iteration 23Q: 3 clusters Score -6722450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -6722449.500000 Penalty: 3529.105957
	Iteration 24F: 3 clusters Score -6722450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -23313.853516 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -23313.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22639.773438 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -22639.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22753.292969 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -22753.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22827.730469 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -22827.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22881.189453 Penalty: 1782.559082
	Iteration 3F: 3 clusters Score -22881.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22999.423828 Penalty: 1782.559082
	Iteration 4F: 3 clusters Score -22999.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23031.160156 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -23031.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23045.003906 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -23045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -23048.439453 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -23048.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23064.380859 Penalty: 1782.559082
	Iteration 8Q: 3 clusters Score -23064.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23064.380859 Penalty: 1782.559082
	Iteration 9F: 3 clusters Score -23064.38 nChanged 0
23->28 Clusters: Score -59794496.000000, best is -59795464.000000

Starting from 24 clusters...
--- Clustering full data set of 477750 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 20643 members 
Mstep: Class 4 contains 20861 members 
Mstep: Class 5 contains 20591 members 
Mstep: Class 6 contains 20658 members 
Mstep: Class 7 contains 20869 members 
Mstep: Class 8 contains 21154 members 
Mstep: Class 9 contains 20926 members 
Mstep: Class 10 contains 20858 members 
Mstep: Class 11 contains 20798 members 
Mstep: Class 12 contains 20724 members 
Mstep: Class 13 contains 20838 members 
Mstep: Class 14 contains 20650 members 
Mstep: Class 15 contains 20605 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 20994 members 
Mstep: Class 18 contains 20760 members 
Mstep: Class 19 contains 20818 members 
Mstep: Class 20 contains 20620 members 
Mstep: Class 21 contains 20941 members 
Mstep: Class 22 contains 20981 members 
Mstep: Class 23 contains 20519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 704.514221 but Gain 2124.988281
Score: -57409228.000000 Penalty: 46749.714844
Iteration 0F: 23 clusters Score -5.740923e+07 nChanged 456964
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 87258 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 159708 members 
Mstep: Class 6 contains 10840 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 7260 members 
Mstep: Class 9 contains 4772 members 
Mstep: Class 10 contains 3730 members 
Mstep: Class 11 contains 1125 members 
Mstep: Class 12 contains 53152 members 
Mstep: Class 13 contains 3944 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 7861 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 71119 members 
Mstep: Class 19 contains 8947 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 9469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -58979884.000000 Penalty: 46749.714844
Iteration 1F: 23 clusters Score -5.897988e+07 nChanged 139046
Entering Unmasked Mstep 
Mstep: Class 0 contains 638 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 93534 members 
Mstep: Class 3 contains 4017 members 
Mstep: Class 4 contains 2472 members 
Mstep: Class 5 contains 178605 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 1554 members 
Mstep: Class 8 contains 8972 members 
Mstep: Class 9 contains 5727 members 
Mstep: Class 10 contains 6226 members 
Mstep: Class 11 contains 1130 members 
Mstep: Class 12 contains 46374 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 2339 members 
Mstep: Class 17 contains 10665 members 
Mstep: Class 18 contains 75560 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 21 contains 655 members 
Mstep: Class 22 contains 3676 members 
Mstep: Class 23 contains 5797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1908.427856 but Gain 2124.988281
Score: -59180696.000000 Penalty: 44624.726562
Iteration 2F: 22 clusters Score -5.91807e+07 nChanged 102750
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 104846 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 155325 members 
Mstep: Class 6 contains 5256 members 
Mstep: Class 8 contains 10633 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 41823 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 3825 members 
Mstep: Class 15 contains 4875 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 14540 members 
Mstep: Class 18 contains 85332 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 21 contains 550 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 4914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59344604.000000 Penalty: 44624.726562
Iteration 3F: 22 clusters Score -5.93446e+07 nChanged 89256
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 120638 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 126604 members 
Mstep: Class 6 contains 4973 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 13481 members 
Mstep: Class 10 contains 9516 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 41474 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 5569 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 19258 members 
Mstep: Class 18 contains 88276 members 
Mstep: Class 19 contains 8177 members 
Mstep: Class 21 contains 692 members 
Mstep: Class 22 contains 3451 members 
Mstep: Class 23 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1940.892944 but Gain 2124.984375
Score: -59466432.000000 Penalty: 42499.742188
Iteration 4F: 21 clusters Score -5.946643e+07 nChanged 75784
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 136122 members 
Mstep: Class 4 contains 2247 members 
Mstep: Class 5 contains 105542 members 
Mstep: Class 6 contains 4853 members 
Mstep: Class 8 contains 12554 members 
Mstep: Class 9 contains 14986 members 
Mstep: Class 10 contains 9699 members 
Mstep: Class 11 contains 852 members 
Mstep: Class 12 contains 45357 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 3111 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 23186 members 
Mstep: Class 18 contains 82807 members 
Mstep: Class 19 contains 8882 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59533792.000000 Penalty: 42499.742188
Iteration 5F: 21 clusters Score -5.953379e+07 nChanged 61714
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 148392 members 
Mstep: Class 4 contains 2258 members 
Mstep: Class 5 contains 88103 members 
Mstep: Class 6 contains 4890 members 
Mstep: Class 8 contains 12726 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 49542 members 
Mstep: Class 13 contains 1878 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 15 contains 6754 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 78486 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59562944.000000 Penalty: 42499.742188
Iteration 6F: 21 clusters Score -5.956294e+07 nChanged 47217
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 153159 members 
Mstep: Class 4 contains 2278 members 
Mstep: Class 5 contains 75280 members 
Mstep: Class 6 contains 5079 members 
Mstep: Class 8 contains 12792 members 
Mstep: Class 9 contains 15964 members 
Mstep: Class 10 contains 9312 members 
Mstep: Class 11 contains 901 members 
Mstep: Class 12 contains 52756 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 15 contains 7191 members 
Mstep: Class 16 contains 2778 members 
Mstep: Class 17 contains 27381 members 
Mstep: Class 18 contains 79200 members 
Mstep: Class 19 contains 9666 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 3885 members 
Mstep: Class 23 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59580188.000000 Penalty: 42499.742188
Iteration 7F: 21 clusters Score -5.958019e+07 nChanged 35792
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 151330 members 
Mstep: Class 4 contains 2258 members 
Mstep: Class 5 contains 68726 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 8 contains 12815 members 
Mstep: Class 9 contains 16217 members 
Mstep: Class 10 contains 9187 members 
Mstep: Class 11 contains 917 members 
Mstep: Class 12 contains 55137 members 
Mstep: Class 13 contains 1826 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 7669 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 28927 members 
Mstep: Class 18 contains 81554 members 
Mstep: Class 19 contains 10013 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 3751 members 
Mstep: Class 23 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59598148.000000 Penalty: 42499.742188
Iteration 8F: 21 clusters Score -5.959815e+07 nChanged 27851
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 147283 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 65793 members 
Mstep: Class 6 contains 5462 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 16448 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 934 members 
Mstep: Class 12 contains 56901 members 
Mstep: Class 13 contains 1856 members 
Mstep: Class 14 contains 3846 members 
Mstep: Class 15 contains 8141 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 30168 members 
Mstep: Class 18 contains 83459 members 
Mstep: Class 19 contains 10346 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 3595 members 
Mstep: Class 23 contains 2834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59613676.000000 Penalty: 42499.742188
Iteration 9F: 21 clusters Score -5.961368e+07 nChanged 22346
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 143268 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 64498 members 
Mstep: Class 6 contains 5643 members 
Mstep: Class 8 contains 12836 members 
Mstep: Class 9 contains 16615 members 
Mstep: Class 10 contains 9078 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 58514 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 8640 members 
Mstep: Class 16 contains 3099 members 
Mstep: Class 17 contains 31111 members 
Mstep: Class 18 contains 84556 members 
Mstep: Class 19 contains 10615 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 3442 members 
Mstep: Class 23 contains 2758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59625020.000000 Penalty: 42499.742188
Iteration 10Q: 21 clusters Score -5.962502e+07 nChanged 18448
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 139715 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 64130 members 
Mstep: Class 6 contains 5831 members 
Mstep: Class 8 contains 12759 members 
Mstep: Class 9 contains 16799 members 
Mstep: Class 10 contains 9087 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 59995 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 4279 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 3068 members 
Mstep: Class 17 contains 31827 members 
Mstep: Class 18 contains 85069 members 
Mstep: Class 19 contains 10741 members 
Mstep: Class 21 contains 749 members 
Mstep: Class 22 contains 3292 members 
Mstep: Class 23 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59634140.000000 Penalty: 42499.742188
Iteration 11Q: 21 clusters Score -5.963414e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 136282 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 64208 members 
Mstep: Class 6 contains 6035 members 
Mstep: Class 8 contains 12623 members 
Mstep: Class 9 contains 16988 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 947 members 
Mstep: Class 12 contains 61406 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 4494 members 
Mstep: Class 15 contains 9518 members 
Mstep: Class 16 contains 2980 members 
Mstep: Class 17 contains 32426 members 
Mstep: Class 18 contains 85441 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 21 contains 746 members 
Mstep: Class 22 contains 3194 members 
Mstep: Class 23 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59642668.000000 Penalty: 42499.742188
Iteration 12Q: 21 clusters Score -5.964267e+07 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 133169 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 64620 members 
Mstep: Class 6 contains 6204 members 
Mstep: Class 8 contains 12469 members 
Mstep: Class 9 contains 17105 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 62806 members 
Mstep: Class 13 contains 1875 members 
Mstep: Class 14 contains 4699 members 
Mstep: Class 15 contains 9916 members 
Mstep: Class 16 contains 2902 members 
Mstep: Class 17 contains 32918 members 
Mstep: Class 18 contains 85644 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59650720.000000 Penalty: 42499.742188
Iteration 13Q: 21 clusters Score -5.965072e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 130462 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 64998 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 8 contains 12276 members 
Mstep: Class 9 contains 17227 members 
Mstep: Class 10 contains 9008 members 
Mstep: Class 11 contains 955 members 
Mstep: Class 12 contains 64231 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 10281 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 33310 members 
Mstep: Class 18 contains 85763 members 
Mstep: Class 19 contains 10734 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 3014 members 
Mstep: Class 23 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59659244.000000 Penalty: 42499.742188
Iteration 14Q: 21 clusters Score -5.965924e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 128194 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 65261 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 8 contains 12078 members 
Mstep: Class 9 contains 17303 members 
Mstep: Class 10 contains 8959 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 65631 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 10612 members 
Mstep: Class 16 contains 2772 members 
Mstep: Class 17 contains 33511 members 
Mstep: Class 18 contains 85858 members 
Mstep: Class 19 contains 10671 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 2580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59667732.000000 Penalty: 42499.742188
Iteration 15Q: 21 clusters Score -5.966773e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 126516 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 65377 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 8 contains 11861 members 
Mstep: Class 9 contains 17311 members 
Mstep: Class 10 contains 8931 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 67205 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 10847 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 33618 members 
Mstep: Class 18 contains 85710 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2925 members 
Mstep: Class 23 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59675356.000000 Penalty: 42499.742188
Iteration 16Q: 21 clusters Score -5.967536e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 125199 members 
Mstep: Class 4 contains 2204 members 
Mstep: Class 5 contains 65479 members 
Mstep: Class 6 contains 6788 members 
Mstep: Class 8 contains 11619 members 
Mstep: Class 9 contains 17321 members 
Mstep: Class 10 contains 8925 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 68901 members 
Mstep: Class 13 contains 1854 members 
Mstep: Class 14 contains 5224 members 
Mstep: Class 15 contains 11074 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 33640 members 
Mstep: Class 18 contains 85387 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 2460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59681964.000000 Penalty: 42499.742188
Iteration 17Q: 21 clusters Score -5.968196e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 124231 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 65543 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 8 contains 11396 members 
Mstep: Class 9 contains 17316 members 
Mstep: Class 10 contains 8931 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 70717 members 
Mstep: Class 13 contains 1840 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 33610 members 
Mstep: Class 18 contains 84753 members 
Mstep: Class 19 contains 10124 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 2839 members 
Mstep: Class 23 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59686660.000000 Penalty: 42499.742188
Iteration 18Q: 21 clusters Score -5.968666e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 123472 members 
Mstep: Class 4 contains 2214 members 
Mstep: Class 5 contains 65538 members 
Mstep: Class 6 contains 6982 members 
Mstep: Class 8 contains 11161 members 
Mstep: Class 9 contains 17304 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 72768 members 
Mstep: Class 13 contains 1838 members 
Mstep: Class 14 contains 5327 members 
Mstep: Class 15 contains 11530 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 33568 members 
Mstep: Class 18 contains 83780 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2804 members 
Mstep: Class 23 contains 2316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59690872.000000 Penalty: 42499.742188
Iteration 19Q: 21 clusters Score -5.969087e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 122810 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 65518 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 8 contains 10955 members 
Mstep: Class 9 contains 17285 members 
Mstep: Class 10 contains 8992 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 74868 members 
Mstep: Class 13 contains 1830 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 33554 members 
Mstep: Class 18 contains 82593 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 2783 members 
Mstep: Class 23 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59694224.000000 Penalty: 42499.742188
Iteration 20F: 21 clusters Score -5.969422e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 122192 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 65837 members 
Mstep: Class 6 contains 7073 members 
Mstep: Class 8 contains 10723 members 
Mstep: Class 9 contains 17252 members 
Mstep: Class 10 contains 9028 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 76926 members 
Mstep: Class 13 contains 1822 members 
Mstep: Class 14 contains 5494 members 
Mstep: Class 15 contains 11984 members 
Mstep: Class 16 contains 2582 members 
Mstep: Class 17 contains 33563 members 
Mstep: Class 18 contains 81054 members 
Mstep: Class 19 contains 9370 members 
Mstep: Class 21 contains 724 members 
Mstep: Class 22 contains 2755 members 
Mstep: Class 23 contains 2204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59697260.000000 Penalty: 42499.742188
Iteration 21Q: 21 clusters Score -5.969726e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 121601 members 
Mstep: Class 4 contains 2264 members 
Mstep: Class 5 contains 66274 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 8 contains 10508 members 
Mstep: Class 9 contains 17204 members 
Mstep: Class 10 contains 9084 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 78855 members 
Mstep: Class 13 contains 1825 members 
Mstep: Class 14 contains 5608 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 33546 members 
Mstep: Class 18 contains 79463 members 
Mstep: Class 19 contains 9156 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2714 members 
Mstep: Class 23 contains 2178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59699732.000000 Penalty: 42499.742188
Iteration 22Q: 21 clusters Score -5.969973e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 120976 members 
Mstep: Class 4 contains 2298 members 
Mstep: Class 5 contains 66904 members 
Mstep: Class 6 contains 7163 members 
Mstep: Class 8 contains 10286 members 
Mstep: Class 9 contains 17145 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 80635 members 
Mstep: Class 13 contains 1839 members 
Mstep: Class 14 contains 5741 members 
Mstep: Class 15 contains 12489 members 
Mstep: Class 16 contains 2332 members 
Mstep: Class 17 contains 33556 members 
Mstep: Class 18 contains 77825 members 
Mstep: Class 19 contains 8939 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59701792.000000 Penalty: 42499.742188
Iteration 23Q: 21 clusters Score -5.970179e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 120343 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 67702 members 
Mstep: Class 6 contains 7218 members 
Mstep: Class 8 contains 10089 members 
Mstep: Class 9 contains 17087 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 82191 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 12703 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 33564 members 
Mstep: Class 18 contains 76207 members 
Mstep: Class 19 contains 8767 members 
Mstep: Class 21 contains 714 members 
Mstep: Class 22 contains 2655 members 
Mstep: Class 23 contains 2145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59703800.000000 Penalty: 42499.742188
Iteration 24Q: 21 clusters Score -5.97038e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 119739 members 
Mstep: Class 4 contains 2345 members 
Mstep: Class 5 contains 68685 members 
Mstep: Class 6 contains 7268 members 
Mstep: Class 8 contains 9872 members 
Mstep: Class 9 contains 17017 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 83482 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 6007 members 
Mstep: Class 15 contains 12929 members 
Mstep: Class 16 contains 2057 members 
Mstep: Class 17 contains 33590 members 
Mstep: Class 18 contains 74588 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 2611 members 
Mstep: Class 23 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59705560.000000 Penalty: 42499.742188
Iteration 25Q: 21 clusters Score -5.970556e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 119174 members 
Mstep: Class 4 contains 2369 members 
Mstep: Class 5 contains 69884 members 
Mstep: Class 6 contains 7298 members 
Mstep: Class 8 contains 9642 members 
Mstep: Class 9 contains 16972 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 84494 members 
Mstep: Class 13 contains 1860 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 13191 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 33598 members 
Mstep: Class 18 contains 73011 members 
Mstep: Class 19 contains 8460 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 2590 members 
Mstep: Class 23 contains 2119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59707832.000000 Penalty: 42499.742188
Iteration 26Q: 21 clusters Score -5.970783e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 118591 members 
Mstep: Class 4 contains 2392 members 
Mstep: Class 5 contains 71243 members 
Mstep: Class 6 contains 7326 members 
Mstep: Class 8 contains 9378 members 
Mstep: Class 9 contains 16943 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 85246 members 
Mstep: Class 13 contains 1816 members 
Mstep: Class 14 contains 6266 members 
Mstep: Class 15 contains 13500 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 33628 members 
Mstep: Class 18 contains 71518 members 
Mstep: Class 19 contains 8324 members 
Mstep: Class 21 contains 715 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59709836.000000 Penalty: 42499.742188
Iteration 27Q: 21 clusters Score -5.970984e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 117917 members 
Mstep: Class 4 contains 2413 members 
Mstep: Class 5 contains 72968 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 8 contains 9108 members 
Mstep: Class 9 contains 16906 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 85704 members 
Mstep: Class 13 contains 1805 members 
Mstep: Class 14 contains 6427 members 
Mstep: Class 15 contains 13818 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 33671 members 
Mstep: Class 18 contains 70046 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59711740.000000 Penalty: 42499.742188
Iteration 28Q: 21 clusters Score -5.971174e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 117145 members 
Mstep: Class 4 contains 2435 members 
Mstep: Class 5 contains 75204 members 
Mstep: Class 6 contains 7250 members 
Mstep: Class 8 contains 8834 members 
Mstep: Class 9 contains 16883 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 85764 members 
Mstep: Class 13 contains 1773 members 
Mstep: Class 14 contains 6609 members 
Mstep: Class 15 contains 14170 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 33715 members 
Mstep: Class 18 contains 68576 members 
Mstep: Class 19 contains 8045 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59714104.000000 Penalty: 42499.742188
Iteration 29Q: 21 clusters Score -5.97141e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 116254 members 
Mstep: Class 4 contains 2446 members 
Mstep: Class 5 contains 77994 members 
Mstep: Class 6 contains 7089 members 
Mstep: Class 8 contains 8600 members 
Mstep: Class 9 contains 16876 members 
Mstep: Class 10 contains 9533 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 85394 members 
Mstep: Class 13 contains 1747 members 
Mstep: Class 14 contains 6833 members 
Mstep: Class 15 contains 14543 members 
Mstep: Class 16 contains 1510 members 
Mstep: Class 17 contains 33721 members 
Mstep: Class 18 contains 67167 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59717276.000000 Penalty: 42499.742188
Iteration 30Q: 21 clusters Score -5.971728e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 115222 members 
Mstep: Class 4 contains 2456 members 
Mstep: Class 5 contains 81430 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 8 contains 8340 members 
Mstep: Class 9 contains 16859 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 84620 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 7062 members 
Mstep: Class 15 contains 14911 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 33721 members 
Mstep: Class 18 contains 65760 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59720956.000000 Penalty: 42499.742188
Iteration 31Q: 21 clusters Score -5.972096e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 114118 members 
Mstep: Class 4 contains 2470 members 
Mstep: Class 5 contains 85287 members 
Mstep: Class 6 contains 6670 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 16842 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 83515 members 
Mstep: Class 13 contains 1688 members 
Mstep: Class 14 contains 7297 members 
Mstep: Class 15 contains 15246 members 
Mstep: Class 16 contains 1286 members 
Mstep: Class 17 contains 33743 members 
Mstep: Class 18 contains 64376 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 1963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59725560.000000 Penalty: 42499.742188
Iteration 32Q: 21 clusters Score -5.972556e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 113034 members 
Mstep: Class 4 contains 2480 members 
Mstep: Class 5 contains 89259 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 8 contains 7896 members 
Mstep: Class 9 contains 16847 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 82166 members 
Mstep: Class 13 contains 1659 members 
Mstep: Class 14 contains 7549 members 
Mstep: Class 15 contains 15534 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 33765 members 
Mstep: Class 18 contains 63045 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59730316.000000 Penalty: 42499.742188
Iteration 33Q: 21 clusters Score -5.973032e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 112104 members 
Mstep: Class 4 contains 2489 members 
Mstep: Class 5 contains 92863 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 8 contains 7698 members 
Mstep: Class 9 contains 16881 members 
Mstep: Class 10 contains 9536 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 81159 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 7744 members 
Mstep: Class 15 contains 15764 members 
Mstep: Class 16 contains 1058 members 
Mstep: Class 17 contains 33796 members 
Mstep: Class 18 contains 61646 members 
Mstep: Class 19 contains 7391 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 2425 members 
Mstep: Class 23 contains 1908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59733484.000000 Penalty: 42499.742188
Iteration 34Q: 21 clusters Score -5.973348e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 111453 members 
Mstep: Class 4 contains 2501 members 
Mstep: Class 5 contains 95884 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 16899 members 
Mstep: Class 10 contains 9496 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 80419 members 
Mstep: Class 13 contains 1599 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 15962 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 33847 members 
Mstep: Class 18 contains 60349 members 
Mstep: Class 19 contains 7283 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2408 members 
Mstep: Class 23 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59735340.000000 Penalty: 42499.742188
Iteration 35Q: 21 clusters Score -5.973534e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 110960 members 
Mstep: Class 4 contains 2514 members 
Mstep: Class 5 contains 98295 members 
Mstep: Class 6 contains 5695 members 
Mstep: Class 8 contains 7463 members 
Mstep: Class 9 contains 16940 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 80025 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 14 contains 8024 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 885 members 
Mstep: Class 17 contains 33871 members 
Mstep: Class 18 contains 59086 members 
Mstep: Class 19 contains 7195 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2382 members 
Mstep: Class 23 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59736196.000000 Penalty: 42499.742188
Iteration 36Q: 21 clusters Score -5.97362e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 110657 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 100213 members 
Mstep: Class 6 contains 5536 members 
Mstep: Class 8 contains 7382 members 
Mstep: Class 9 contains 16978 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 79802 members 
Mstep: Class 13 contains 1533 members 
Mstep: Class 14 contains 8103 members 
Mstep: Class 15 contains 16326 members 
Mstep: Class 16 contains 822 members 
Mstep: Class 17 contains 33904 members 
Mstep: Class 18 contains 57868 members 
Mstep: Class 19 contains 7110 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59736840.000000 Penalty: 42499.742188
Iteration 37Q: 21 clusters Score -5.973684e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 110540 members 
Mstep: Class 4 contains 2523 members 
Mstep: Class 5 contains 101750 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 16994 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 79714 members 
Mstep: Class 13 contains 1499 members 
Mstep: Class 14 contains 8100 members 
Mstep: Class 15 contains 16475 members 
Mstep: Class 16 contains 780 members 
Mstep: Class 17 contains 33945 members 
Mstep: Class 18 contains 56716 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 21 contains 717 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59737216.000000 Penalty: 42499.742188
Iteration 38Q: 21 clusters Score -5.973722e+07 nChanged 3238
Entering ConstructFrom: 
Score: -59737216.000000 Penalty: 42499.742188
Entering ConstructFrom: 
Trying to split cluster 1 (13535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Entering Unmasked Estep 
Score: -1703286.250000 Penalty: 1545.868042
	Iteration 0F: 2 clusters Score -1703286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1693750.125000 Penalty: 3091.736084
	Iteration 0F: 3 clusters Score -1693750 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1696993.500000 Penalty: 3091.736084
	Iteration 1F: 3 clusters Score -1696994 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1697314.875000 Penalty: 3091.736084
	Iteration 2F: 3 clusters Score -1697315 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1697589.250000 Penalty: 3091.736084
	Iteration 3Q: 3 clusters Score -1697589 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1697848.500000 Penalty: 3091.736084
	Iteration 4Q: 3 clusters Score -1697848 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1698180.875000 Penalty: 3091.736084
	Iteration 5Q: 3 clusters Score -1698181 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1698507.625000 Penalty: 3091.736084
	Iteration 6Q: 3 clusters Score -1698508 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1698871.000000 Penalty: 3091.736084
	Iteration 7Q: 3 clusters Score -1698871 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1699288.500000 Penalty: 3091.736084
	Iteration 8Q: 3 clusters Score -1699288 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1699761.625000 Penalty: 3091.736084
	Iteration 9Q: 3 clusters Score -1699762 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1700251.250000 Penalty: 3091.736084
	Iteration 10Q: 3 clusters Score -1700251 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1700696.250000 Penalty: 3091.736084
	Iteration 11Q: 3 clusters Score -1700696 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1701060.375000 Penalty: 3091.736084
	Iteration 12Q: 3 clusters Score -1701060 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1701357.250000 Penalty: 3091.736084
	Iteration 13Q: 3 clusters Score -1701357 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1701566.375000 Penalty: 3091.736084
	Iteration 14Q: 3 clusters Score -1701566 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1701681.250000 Penalty: 3091.736084
	Iteration 15Q: 3 clusters Score -1701681 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1701760.750000 Penalty: 3091.736084
	Iteration 16Q: 3 clusters Score -1701761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1701819.500000 Penalty: 3091.736084
	Iteration 17Q: 3 clusters Score -1701820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1701871.000000 Penalty: 3091.736084
	Iteration 18Q: 3 clusters Score -1701871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1701908.625000 Penalty: 3091.736084
	Iteration 19Q: 3 clusters Score -1701909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1701936.875000 Penalty: 3091.736084
	Iteration 20F: 3 clusters Score -1701937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1701960.750000 Penalty: 3091.736084
	Iteration 21Q: 3 clusters Score -1701961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1701983.000000 Penalty: 3091.736084
	Iteration 22Q: 3 clusters Score -1701983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1702008.875000 Penalty: 3091.736084
	Iteration 23Q: 3 clusters Score -1702009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -1702025.375000 Penalty: 3091.736084
	Iteration 24Q: 3 clusters Score -1702025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1702036.000000 Penalty: 3091.736084
	Iteration 25Q: 3 clusters Score -1702036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1702046.875000 Penalty: 3091.736084
	Iteration 26Q: 3 clusters Score -1702047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1702050.875000 Penalty: 3091.736084
	Iteration 27Q: 3 clusters Score -1702051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1702057.500000 Penalty: 3091.736084
	Iteration 28Q: 3 clusters Score -1702058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1702058.125000 Penalty: 3091.736084
	Iteration 29Q: 3 clusters Score -1702058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1702063.250000 Penalty: 3091.736084
	Iteration 30Q: 3 clusters Score -1702063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1702066.000000 Penalty: 3091.736084
	Iteration 31Q: 3 clusters Score -1702066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1702066.000000 Penalty: 3091.736084
	Iteration 32F: 3 clusters Score -1702066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (110455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Entering Unmasked Estep 
Score: -14186751.000000 Penalty: 1887.009155
	Iteration 0F: 2 clusters Score -1.418675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -14116247.000000 Penalty: 3774.018311
	Iteration 0F: 3 clusters Score -1.411625e+07 nChanged 53046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -14148571.000000 Penalty: 3774.018311
	Iteration 1F: 3 clusters Score -1.414857e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -14150984.000000 Penalty: 3774.018311
	Iteration 2Q: 3 clusters Score -1.415098e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -14154765.000000 Penalty: 3774.018311
	Iteration 3F: 3 clusters Score -1.415476e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67845 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -14160607.000000 Penalty: 3774.018311
	Iteration 4F: 3 clusters Score -1.416061e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -14167907.000000 Penalty: 3774.018311
	Iteration 5F: 3 clusters Score -1.416791e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -14175122.000000 Penalty: 3774.018311
	Iteration 6F: 3 clusters Score -1.417512e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -14181580.000000 Penalty: 3774.018311
	Iteration 7F: 3 clusters Score -1.418158e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -14186507.000000 Penalty: 3774.018311
	Iteration 8Q: 3 clusters Score -1.418651e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -14189558.000000 Penalty: 3774.018311
	Iteration 9Q: 3 clusters Score -1.418956e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -14191474.000000 Penalty: 3774.018311
	Iteration 10Q: 3 clusters Score -1.419147e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -14192884.000000 Penalty: 3774.018311
	Iteration 11Q: 3 clusters Score -1.419288e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91216 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -14193697.000000 Penalty: 3774.018311
	Iteration 12Q: 3 clusters Score -1.41937e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -14194047.000000 Penalty: 3774.018311
	Iteration 13Q: 3 clusters Score -1.419405e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -14194207.000000 Penalty: 3774.018311
	Iteration 14Q: 3 clusters Score -1.419421e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -14194339.000000 Penalty: 3774.018311
	Iteration 15Q: 3 clusters Score -1.419434e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -14194378.000000 Penalty: 3774.018311
	Iteration 16Q: 3 clusters Score -1.419438e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -14194399.000000 Penalty: 3774.018311
	Iteration 17Q: 3 clusters Score -1.41944e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -14194398.000000 Penalty: 3774.018311
	Iteration 18Q: 3 clusters Score -1.41944e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -14194386.000000 Penalty: 3774.018311
	Iteration 19Q: 3 clusters Score -1.419439e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -14194403.000000 Penalty: 3774.018311
	Iteration 20F: 3 clusters Score -1.41944e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -14194391.000000 Penalty: 3774.018311
	Iteration 21Q: 3 clusters Score -1.419439e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93649 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -14194395.000000 Penalty: 3774.018311
	Iteration 22Q: 3 clusters Score -1.41944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -14194380.000000 Penalty: 3774.018311
	Iteration 23Q: 3 clusters Score -1.419438e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -14194374.000000 Penalty: 3774.018311
	Iteration 24Q: 3 clusters Score -1.419437e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93772 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -14194367.000000 Penalty: 3774.018311
	Iteration 25Q: 3 clusters Score -1.419437e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -14194354.000000 Penalty: 3774.018311
	Iteration 26Q: 3 clusters Score -1.419435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -14194390.000000 Penalty: 3774.018311
	Iteration 27Q: 3 clusters Score -1.419439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93869 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -14194395.000000 Penalty: 3774.018311
	Iteration 28Q: 3 clusters Score -1.41944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -14194394.000000 Penalty: 3774.018311
	Iteration 29Q: 3 clusters Score -1.419439e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -14194389.000000 Penalty: 3774.018311
	Iteration 30Q: 3 clusters Score -1.419439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -14194399.000000 Penalty: 3774.018311
	Iteration 31Q: 3 clusters Score -1.41944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -14194402.000000 Penalty: 3774.018311
	Iteration 32Q: 3 clusters Score -1.41944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -14194397.000000 Penalty: 3774.018311
	Iteration 33Q: 3 clusters Score -1.41944e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94044 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -14194423.000000 Penalty: 3774.018311
	Iteration 34Q: 3 clusters Score -1.419442e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -14194418.000000 Penalty: 3774.018311
	Iteration 35Q: 3 clusters Score -1.419442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -14194405.000000 Penalty: 3774.018311
	Iteration 36Q: 3 clusters Score -1.41944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -14194412.000000 Penalty: 3774.018311
	Iteration 37Q: 3 clusters Score -1.419441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94146 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -14194425.000000 Penalty: 3774.018311
	Iteration 38Q: 3 clusters Score -1.419442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -14194413.000000 Penalty: 3774.018311
	Iteration 39Q: 3 clusters Score -1.419441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -14194431.000000 Penalty: 3774.018311
	Iteration 40F: 3 clusters Score -1.419443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -14194429.000000 Penalty: 3774.018311
	Iteration 41Q: 3 clusters Score -1.419443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -14194427.000000 Penalty: 3774.018311
	Iteration 42Q: 3 clusters Score -1.419443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -14194425.000000 Penalty: 3774.018311
	Iteration 43Q: 3 clusters Score -1.419442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -14194434.000000 Penalty: 3774.018311
	Iteration 44Q: 3 clusters Score -1.419443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94199 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -14194435.000000 Penalty: 3774.018311
	Iteration 45Q: 3 clusters Score -1.419444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -14194429.000000 Penalty: 3774.018311
	Iteration 46Q: 3 clusters Score -1.419443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -14194427.000000 Penalty: 3774.018311
	Iteration 47Q: 3 clusters Score -1.419443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -14194426.000000 Penalty: 3774.018311
	Iteration 48Q: 3 clusters Score -1.419443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -14194434.000000 Penalty: 3774.018311
	Iteration 49Q: 3 clusters Score -1.419443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -14194438.000000 Penalty: 3774.018311
	Iteration 50Q: 3 clusters Score -1.419444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -14194432.000000 Penalty: 3774.018311
	Iteration 51Q: 3 clusters Score -1.419443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94211 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -14194428.000000 Penalty: 3774.018311
	Iteration 52Q: 3 clusters Score -1.419443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -14194423.000000 Penalty: 3774.018311
	Iteration 53Q: 3 clusters Score -1.419442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -14194417.000000 Penalty: 3774.018311
	Iteration 54Q: 3 clusters Score -1.419442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -14194420.000000 Penalty: 3774.018311
	Iteration 55Q: 3 clusters Score -1.419442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94219 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -14194424.000000 Penalty: 3774.018311
	Iteration 56Q: 3 clusters Score -1.419442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94224 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -14194426.000000 Penalty: 3774.018311
	Iteration 57Q: 3 clusters Score -1.419443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -14194416.000000 Penalty: 3774.018311
	Iteration 58Q: 3 clusters Score -1.419442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -14194411.000000 Penalty: 3774.018311
	Iteration 59Q: 3 clusters Score -1.419441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94230 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -14194411.000000 Penalty: 3774.018311
	Iteration 60F: 3 clusters Score -1.419441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 2522 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 17045 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 749 members 
Mstep: Class 17 contains 34002 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Entering Unmasked Estep 
Score: -59744464.000000 Penalty: 44624.726562
Splitting cluster 2 changes total score from -59737216.000000 to -59744464.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -284866.437500 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -284866.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -282470.656250 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -282470.7 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283373.687500 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -283373.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -284150.031250 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -284150 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -284858.281250 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -284858.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -285360.125000 Penalty: 2545.662354
	Iteration 4F: 3 clusters Score -285360.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -285783.500000 Penalty: 2545.662354
	Iteration 5F: 3 clusters Score -285783.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -285981.375000 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -285981.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -286139.843750 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -286139.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -286241.937500 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -286241.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -286302.656250 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -286302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -286327.968750 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -286328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -286341.593750 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -286341.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -286347.375000 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -286347.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -286351.750000 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -286351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -286354.187500 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -286354.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -286355.125000 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -286355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -286356.437500 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -286356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286356.500000 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -286356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -286356.500000 Penalty: 2545.662354
	Iteration 18F: 3 clusters Score -286356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 17045 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 749 members 
Mstep: Class 17 contains 34002 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Entering Unmasked Estep 
Score: -59745088.000000 Penalty: 46749.714844
Splitting cluster 4 changes total score from -59737216.000000 to -59745088.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (102988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102988 members 
Entering Unmasked Estep 
Score: -13324683.000000 Penalty: 1875.634766
	Iteration 0F: 2 clusters Score -1.332468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -13258360.000000 Penalty: 3751.269531
	Iteration 0F: 3 clusters Score -1.325836e+07 nChanged 49442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -13287427.000000 Penalty: 3751.269531
	Iteration 1F: 3 clusters Score -1.328743e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -13288412.000000 Penalty: 3751.269531
	Iteration 2Q: 3 clusters Score -1.328841e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -13289492.000000 Penalty: 3751.269531
	Iteration 3Q: 3 clusters Score -1.328949e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -13290857.000000 Penalty: 3751.269531
	Iteration 4Q: 3 clusters Score -1.329086e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -13292719.000000 Penalty: 3751.269531
	Iteration 5Q: 3 clusters Score -1.329272e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -13294816.000000 Penalty: 3751.269531
	Iteration 6Q: 3 clusters Score -1.329482e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -13297407.000000 Penalty: 3751.269531
	Iteration 7F: 3 clusters Score -1.329741e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -13300109.000000 Penalty: 3751.269531
	Iteration 8F: 3 clusters Score -1.330011e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -13302343.000000 Penalty: 3751.269531
	Iteration 9Q: 3 clusters Score -1.330234e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -13304069.000000 Penalty: 3751.269531
	Iteration 10Q: 3 clusters Score -1.330407e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -13305737.000000 Penalty: 3751.269531
	Iteration 11Q: 3 clusters Score -1.330574e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -13307207.000000 Penalty: 3751.269531
	Iteration 12Q: 3 clusters Score -1.330721e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -13308614.000000 Penalty: 3751.269531
	Iteration 13Q: 3 clusters Score -1.330861e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -13309903.000000 Penalty: 3751.269531
	Iteration 14Q: 3 clusters Score -1.33099e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -13311269.000000 Penalty: 3751.269531
	Iteration 15Q: 3 clusters Score -1.331127e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -13312311.000000 Penalty: 3751.269531
	Iteration 16Q: 3 clusters Score -1.331231e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -13313097.000000 Penalty: 3751.269531
	Iteration 17Q: 3 clusters Score -1.33131e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -13313815.000000 Penalty: 3751.269531
	Iteration 18Q: 3 clusters Score -1.331382e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -13314516.000000 Penalty: 3751.269531
	Iteration 19Q: 3 clusters Score -1.331452e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -13315443.000000 Penalty: 3751.269531
	Iteration 20F: 3 clusters Score -1.331544e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -13316264.000000 Penalty: 3751.269531
	Iteration 21Q: 3 clusters Score -1.331626e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -13317175.000000 Penalty: 3751.269531
	Iteration 22Q: 3 clusters Score -1.331718e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -13317967.000000 Penalty: 3751.269531
	Iteration 23Q: 3 clusters Score -1.331797e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -13318886.000000 Penalty: 3751.269531
	Iteration 24Q: 3 clusters Score -1.331889e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -13319668.000000 Penalty: 3751.269531
	Iteration 25Q: 3 clusters Score -1.331967e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -13320328.000000 Penalty: 3751.269531
	Iteration 26Q: 3 clusters Score -1.332033e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -13320728.000000 Penalty: 3751.269531
	Iteration 27Q: 3 clusters Score -1.332073e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -13321110.000000 Penalty: 3751.269531
	Iteration 28Q: 3 clusters Score -1.332111e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -13321362.000000 Penalty: 3751.269531
	Iteration 29Q: 3 clusters Score -1.332136e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -13321534.000000 Penalty: 3751.269531
	Iteration 30Q: 3 clusters Score -1.332153e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -13321680.000000 Penalty: 3751.269531
	Iteration 31Q: 3 clusters Score -1.332168e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -13321749.000000 Penalty: 3751.269531
	Iteration 32Q: 3 clusters Score -1.332175e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -13321834.000000 Penalty: 3751.269531
	Iteration 33Q: 3 clusters Score -1.332183e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -13321996.000000 Penalty: 3751.269531
	Iteration 34Q: 3 clusters Score -1.3322e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -13322098.000000 Penalty: 3751.269531
	Iteration 35Q: 3 clusters Score -1.33221e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -13322209.000000 Penalty: 3751.269531
	Iteration 36Q: 3 clusters Score -1.332221e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -13322288.000000 Penalty: 3751.269531
	Iteration 37Q: 3 clusters Score -1.332229e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -13322336.000000 Penalty: 3751.269531
	Iteration 38Q: 3 clusters Score -1.332234e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -13322369.000000 Penalty: 3751.269531
	Iteration 39Q: 3 clusters Score -1.332237e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -13322451.000000 Penalty: 3751.269531
	Iteration 40F: 3 clusters Score -1.332245e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -13322495.000000 Penalty: 3751.269531
	Iteration 41Q: 3 clusters Score -1.33225e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -13322549.000000 Penalty: 3751.269531
	Iteration 42Q: 3 clusters Score -1.332255e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -13322601.000000 Penalty: 3751.269531
	Iteration 43Q: 3 clusters Score -1.33226e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -13322651.000000 Penalty: 3751.269531
	Iteration 44Q: 3 clusters Score -1.332265e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -13322662.000000 Penalty: 3751.269531
	Iteration 45Q: 3 clusters Score -1.332266e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -13322663.000000 Penalty: 3751.269531
	Iteration 46Q: 3 clusters Score -1.332266e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -13322648.000000 Penalty: 3751.269531
	Iteration 47Q: 3 clusters Score -1.332265e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -13322682.000000 Penalty: 3751.269531
	Iteration 48Q: 3 clusters Score -1.332268e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -13322703.000000 Penalty: 3751.269531
	Iteration 49Q: 3 clusters Score -1.33227e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -13322712.000000 Penalty: 3751.269531
	Iteration 50Q: 3 clusters Score -1.332271e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 66519 members 
Entering Unmasked Estep 
Score: -13322704.000000 Penalty: 3751.269531
	Iteration 51Q: 3 clusters Score -1.33227e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -13322707.000000 Penalty: 3751.269531
	Iteration 52Q: 3 clusters Score -1.332271e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -13322677.000000 Penalty: 3751.269531
	Iteration 53Q: 3 clusters Score -1.332268e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -13322674.000000 Penalty: 3751.269531
	Iteration 54Q: 3 clusters Score -1.332267e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -13322684.000000 Penalty: 3751.269531
	Iteration 55Q: 3 clusters Score -1.332268e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -13322674.000000 Penalty: 3751.269531
	Iteration 56Q: 3 clusters Score -1.332267e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -13322684.000000 Penalty: 3751.269531
	Iteration 57Q: 3 clusters Score -1.332268e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -13322673.000000 Penalty: 3751.269531
	Iteration 58Q: 3 clusters Score -1.332267e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 67690 members 
Entering Unmasked Estep 
Score: -13322692.000000 Penalty: 3751.269531
	Iteration 59Q: 3 clusters Score -1.332269e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -13322676.000000 Penalty: 3751.269531
	Iteration 60F: 3 clusters Score -1.332268e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -13322736.000000 Penalty: 3751.269531
	Iteration 61Q: 3 clusters Score -1.332274e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 68061 members 
Entering Unmasked Estep 
Score: -13322740.000000 Penalty: 3751.269531
	Iteration 62Q: 3 clusters Score -1.332274e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 68225 members 
Entering Unmasked Estep 
Score: -13322734.000000 Penalty: 3751.269531
	Iteration 63Q: 3 clusters Score -1.332273e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 68395 members 
Entering Unmasked Estep 
Score: -13322738.000000 Penalty: 3751.269531
	Iteration 64Q: 3 clusters Score -1.332274e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -13322704.000000 Penalty: 3751.269531
	Iteration 65Q: 3 clusters Score -1.33227e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -13322705.000000 Penalty: 3751.269531
	Iteration 66Q: 3 clusters Score -1.33227e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -13322741.000000 Penalty: 3751.269531
	Iteration 67Q: 3 clusters Score -1.332274e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -13322758.000000 Penalty: 3751.269531
	Iteration 68Q: 3 clusters Score -1.332276e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -13322731.000000 Penalty: 3751.269531
	Iteration 69Q: 3 clusters Score -1.332273e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -13322724.000000 Penalty: 3751.269531
	Iteration 70Q: 3 clusters Score -1.332272e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 69215 members 
Entering Unmasked Estep 
Score: -13322713.000000 Penalty: 3751.269531
	Iteration 71Q: 3 clusters Score -1.332271e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -13322689.000000 Penalty: 3751.269531
	Iteration 72Q: 3 clusters Score -1.332269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -13322723.000000 Penalty: 3751.269531
	Iteration 73Q: 3 clusters Score -1.332272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -13322739.000000 Penalty: 3751.269531
	Iteration 74Q: 3 clusters Score -1.332274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -13322746.000000 Penalty: 3751.269531
	Iteration 75Q: 3 clusters Score -1.332275e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -13322737.000000 Penalty: 3751.269531
	Iteration 76Q: 3 clusters Score -1.332274e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -13322727.000000 Penalty: 3751.269531
	Iteration 77Q: 3 clusters Score -1.332273e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -13322735.000000 Penalty: 3751.269531
	Iteration 78Q: 3 clusters Score -1.332274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -13322742.000000 Penalty: 3751.269531
	Iteration 79Q: 3 clusters Score -1.332274e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -13322760.000000 Penalty: 3751.269531
	Iteration 80F: 3 clusters Score -1.332276e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -13322749.000000 Penalty: 3751.269531
	Iteration 81Q: 3 clusters Score -1.332275e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -13322746.000000 Penalty: 3751.269531
	Iteration 82Q: 3 clusters Score -1.332275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -13322759.000000 Penalty: 3751.269531
	Iteration 83Q: 3 clusters Score -1.332276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -13322754.000000 Penalty: 3751.269531
	Iteration 84Q: 3 clusters Score -1.332275e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -13322781.000000 Penalty: 3751.269531
	Iteration 85Q: 3 clusters Score -1.332278e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -13322774.000000 Penalty: 3751.269531
	Iteration 86Q: 3 clusters Score -1.332277e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
Score: -13322753.000000 Penalty: 3751.269531
	Iteration 87Q: 3 clusters Score -1.332275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -13322747.000000 Penalty: 3751.269531
	Iteration 88Q: 3 clusters Score -1.332275e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 70331 members 
Entering Unmasked Estep 
Score: -13322768.000000 Penalty: 3751.269531
	Iteration 89Q: 3 clusters Score -1.332277e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 70403 members 
Entering Unmasked Estep 
Score: -13322758.000000 Penalty: 3751.269531
	Iteration 90Q: 3 clusters Score -1.332276e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -13322730.000000 Penalty: 3751.269531
	Iteration 91Q: 3 clusters Score -1.332273e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -13322732.000000 Penalty: 3751.269531
	Iteration 92Q: 3 clusters Score -1.332273e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -13322734.000000 Penalty: 3751.269531
	Iteration 93Q: 3 clusters Score -1.332273e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -13322719.000000 Penalty: 3751.269531
	Iteration 94Q: 3 clusters Score -1.332272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 70773 members 
Entering Unmasked Estep 
Score: -13322730.000000 Penalty: 3751.269531
	Iteration 95Q: 3 clusters Score -1.332273e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -13322726.000000 Penalty: 3751.269531
	Iteration 96Q: 3 clusters Score -1.332273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -13322719.000000 Penalty: 3751.269531
	Iteration 97Q: 3 clusters Score -1.332272e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -13322719.000000 Penalty: 3751.269531
	Iteration 98Q: 3 clusters Score -1.332272e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -13322735.000000 Penalty: 3751.269531
	Iteration 99Q: 3 clusters Score -1.332274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 70953 members 
Entering Unmasked Estep 
Score: -13322745.000000 Penalty: 3751.269531
	Iteration 100F: 3 clusters Score -1.332274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -13322728.000000 Penalty: 3751.269531
	Iteration 101Q: 3 clusters Score -1.332273e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -13322728.000000 Penalty: 3751.269531
	Iteration 102Q: 3 clusters Score -1.332273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -13322719.000000 Penalty: 3751.269531
	Iteration 103Q: 3 clusters Score -1.332272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 71053 members 
Entering Unmasked Estep 
Score: -13322717.000000 Penalty: 3751.269531
	Iteration 104Q: 3 clusters Score -1.332272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -13322703.000000 Penalty: 3751.269531
	Iteration 105Q: 3 clusters Score -1.33227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 71087 members 
Entering Unmasked Estep 
Score: -13322716.000000 Penalty: 3751.269531
	Iteration 106Q: 3 clusters Score -1.332272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -13322693.000000 Penalty: 3751.269531
	Iteration 107Q: 3 clusters Score -1.332269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -13322699.000000 Penalty: 3751.269531
	Iteration 108Q: 3 clusters Score -1.33227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -13322704.000000 Penalty: 3751.269531
	Iteration 109Q: 3 clusters Score -1.33227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -13322703.000000 Penalty: 3751.269531
	Iteration 110Q: 3 clusters Score -1.33227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 71140 members 
Entering Unmasked Estep 
Score: -13322705.000000 Penalty: 3751.269531
	Iteration 111Q: 3 clusters Score -1.33227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 71147 members 
Entering Unmasked Estep 
Score: -13322707.000000 Penalty: 3751.269531
	Iteration 112Q: 3 clusters Score -1.332271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -13322705.000000 Penalty: 3751.269531
	Iteration 113Q: 3 clusters Score -1.33227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -13322692.000000 Penalty: 3751.269531
	Iteration 114Q: 3 clusters Score -1.332269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -13322693.000000 Penalty: 3751.269531
	Iteration 115Q: 3 clusters Score -1.332269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -13322702.000000 Penalty: 3751.269531
	Iteration 116Q: 3 clusters Score -1.33227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 71180 members 
Entering Unmasked Estep 
Score: -13322708.000000 Penalty: 3751.269531
	Iteration 117Q: 3 clusters Score -1.332271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -13322703.000000 Penalty: 3751.269531
	Iteration 118Q: 3 clusters Score -1.33227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -13322714.000000 Penalty: 3751.269531
	Iteration 119Q: 3 clusters Score -1.332271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -13322705.000000 Penalty: 3751.269531
	Iteration 120F: 3 clusters Score -1.33227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -13322696.000000 Penalty: 3751.269531
	Iteration 121Q: 3 clusters Score -1.33227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -13322706.000000 Penalty: 3751.269531
	Iteration 122Q: 3 clusters Score -1.332271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 71223 members 
Entering Unmasked Estep 
Score: -13322697.000000 Penalty: 3751.269531
	Iteration 123Q: 3 clusters Score -1.33227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 71231 members 
Entering Unmasked Estep 
Score: -13322690.000000 Penalty: 3751.269531
	Iteration 124Q: 3 clusters Score -1.332269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 71236 members 
Entering Unmasked Estep 
Score: -13322699.000000 Penalty: 3751.269531
	Iteration 125Q: 3 clusters Score -1.33227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -13322693.000000 Penalty: 3751.269531
	Iteration 126Q: 3 clusters Score -1.332269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -13322687.000000 Penalty: 3751.269531
	Iteration 127Q: 3 clusters Score -1.332269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 71243 members 
Entering Unmasked Estep 
Score: -13322688.000000 Penalty: 3751.269531
	Iteration 128Q: 3 clusters Score -1.332269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -13322689.000000 Penalty: 3751.269531
	Iteration 129Q: 3 clusters Score -1.332269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -13322689.000000 Penalty: 3751.269531
	Iteration 130F: 3 clusters Score -1.332269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Entering Unmasked Estep 
Score: -662222.000000 Penalty: 1393.512573
	Iteration 0F: 2 clusters Score -662222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -658144.125000 Penalty: 2787.025146
	Iteration 0F: 3 clusters Score -658144.1 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -659337.375000 Penalty: 2787.025146
	Iteration 1F: 3 clusters Score -659337.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -659517.625000 Penalty: 2787.025146
	Iteration 2F: 3 clusters Score -659517.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -659637.812500 Penalty: 2787.025146
	Iteration 3Q: 3 clusters Score -659637.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -659736.500000 Penalty: 2787.025146
	Iteration 4Q: 3 clusters Score -659736.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -659838.562500 Penalty: 2787.025146
	Iteration 5Q: 3 clusters Score -659838.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -659956.312500 Penalty: 2787.025146
	Iteration 6Q: 3 clusters Score -659956.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -660072.437500 Penalty: 2787.025146
	Iteration 7Q: 3 clusters Score -660072.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -660177.625000 Penalty: 2787.025146
	Iteration 8Q: 3 clusters Score -660177.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -660273.750000 Penalty: 2787.025146
	Iteration 9Q: 3 clusters Score -660273.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -660366.312500 Penalty: 2787.025146
	Iteration 10Q: 3 clusters Score -660366.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -660473.187500 Penalty: 2787.025146
	Iteration 11Q: 3 clusters Score -660473.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -660577.750000 Penalty: 2787.025146
	Iteration 12Q: 3 clusters Score -660577.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -660680.875000 Penalty: 2787.025146
	Iteration 13Q: 3 clusters Score -660680.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -660763.187500 Penalty: 2787.025146
	Iteration 14Q: 3 clusters Score -660763.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -660840.062500 Penalty: 2787.025146
	Iteration 15Q: 3 clusters Score -660840.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -660889.937500 Penalty: 2787.025146
	Iteration 16Q: 3 clusters Score -660889.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -660927.312500 Penalty: 2787.025146
	Iteration 17Q: 3 clusters Score -660927.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -660960.812500 Penalty: 2787.025146
	Iteration 18Q: 3 clusters Score -660960.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -660988.250000 Penalty: 2787.025146
	Iteration 19Q: 3 clusters Score -660988.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -661010.312500 Penalty: 2787.025146
	Iteration 20F: 3 clusters Score -661010.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -661024.062500 Penalty: 2787.025146
	Iteration 21Q: 3 clusters Score -661024.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -661039.750000 Penalty: 2787.025146
	Iteration 22Q: 3 clusters Score -661039.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -661052.812500 Penalty: 2787.025146
	Iteration 23Q: 3 clusters Score -661052.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -661066.187500 Penalty: 2787.025146
	Iteration 24Q: 3 clusters Score -661066.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -661075.562500 Penalty: 2787.025146
	Iteration 25Q: 3 clusters Score -661075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -661084.687500 Penalty: 2787.025146
	Iteration 26Q: 3 clusters Score -661084.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -661088.437500 Penalty: 2787.025146
	Iteration 27Q: 3 clusters Score -661088.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -661092.312500 Penalty: 2787.025146
	Iteration 28Q: 3 clusters Score -661092.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -661094.562500 Penalty: 2787.025146
	Iteration 29Q: 3 clusters Score -661094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -661096.500000 Penalty: 2787.025146
	Iteration 30Q: 3 clusters Score -661096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -661098.250000 Penalty: 2787.025146
	Iteration 31Q: 3 clusters Score -661098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -661098.812500 Penalty: 2787.025146
	Iteration 32Q: 3 clusters Score -661098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -661101.125000 Penalty: 2787.025146
	Iteration 33Q: 3 clusters Score -661101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -661102.625000 Penalty: 2787.025146
	Iteration 34Q: 3 clusters Score -661102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -661103.812500 Penalty: 2787.025146
	Iteration 35Q: 3 clusters Score -661103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -661103.500000 Penalty: 2787.025146
	Iteration 36Q: 3 clusters Score -661103.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -661104.687500 Penalty: 2787.025146
	Iteration 37Q: 3 clusters Score -661104.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -661105.812500 Penalty: 2787.025146
	Iteration 38Q: 3 clusters Score -661105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -661107.812500 Penalty: 2787.025146
	Iteration 39Q: 3 clusters Score -661107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -661106.875000 Penalty: 2787.025146
	Iteration 40F: 3 clusters Score -661106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -661109.500000 Penalty: 2787.025146
	Iteration 41Q: 3 clusters Score -661109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -661111.125000 Penalty: 2787.025146
	Iteration 42Q: 3 clusters Score -661111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -661112.437500 Penalty: 2787.025146
	Iteration 43Q: 3 clusters Score -661112.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -661113.812500 Penalty: 2787.025146
	Iteration 44Q: 3 clusters Score -661113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -661115.437500 Penalty: 2787.025146
	Iteration 45Q: 3 clusters Score -661115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -661116.250000 Penalty: 2787.025146
	Iteration 46Q: 3 clusters Score -661116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -661117.000000 Penalty: 2787.025146
	Iteration 47Q: 3 clusters Score -661117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -661116.750000 Penalty: 2787.025146
	Iteration 48Q: 3 clusters Score -661116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -661117.562500 Penalty: 2787.025146
	Iteration 49Q: 3 clusters Score -661117.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -661118.625000 Penalty: 2787.025146
	Iteration 50Q: 3 clusters Score -661118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -661118.687500 Penalty: 2787.025146
	Iteration 51Q: 3 clusters Score -661118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661119.437500 Penalty: 2787.025146
	Iteration 52Q: 3 clusters Score -661119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661119.312500 Penalty: 2787.025146
	Iteration 53Q: 3 clusters Score -661119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -661121.625000 Penalty: 2787.025146
	Iteration 54Q: 3 clusters Score -661121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -661120.437500 Penalty: 2787.025146
	Iteration 55Q: 3 clusters Score -661120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -661122.250000 Penalty: 2787.025146
	Iteration 56Q: 3 clusters Score -661122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -661122.750000 Penalty: 2787.025146
	Iteration 57Q: 3 clusters Score -661122.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -661124.625000 Penalty: 2787.025146
	Iteration 58Q: 3 clusters Score -661124.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -661125.812500 Penalty: 2787.025146
	Iteration 59Q: 3 clusters Score -661125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -661125.375000 Penalty: 2787.025146
	Iteration 60F: 3 clusters Score -661125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Entering Unmasked Estep 
Score: -918372.562500 Penalty: 1445.628784
	Iteration 0F: 2 clusters Score -918372.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -912963.812500 Penalty: 2891.257568
	Iteration 0F: 3 clusters Score -912963.8 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -914576.375000 Penalty: 2891.257568
	Iteration 1F: 3 clusters Score -914576.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -914800.000000 Penalty: 2891.257568
	Iteration 2F: 3 clusters Score -914800 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -915020.187500 Penalty: 2891.257568
	Iteration 3F: 3 clusters Score -915020.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -915224.000000 Penalty: 2891.257568
	Iteration 4F: 3 clusters Score -915224 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -915423.312500 Penalty: 2891.257568
	Iteration 5Q: 3 clusters Score -915423.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -915641.937500 Penalty: 2891.257568
	Iteration 6F: 3 clusters Score -915641.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -915827.375000 Penalty: 2891.257568
	Iteration 7Q: 3 clusters Score -915827.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -916000.312500 Penalty: 2891.257568
	Iteration 8Q: 3 clusters Score -916000.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -916173.062500 Penalty: 2891.257568
	Iteration 9Q: 3 clusters Score -916173.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -916293.187500 Penalty: 2891.257568
	Iteration 10Q: 3 clusters Score -916293.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -916385.875000 Penalty: 2891.257568
	Iteration 11Q: 3 clusters Score -916385.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -916475.687500 Penalty: 2891.257568
	Iteration 12Q: 3 clusters Score -916475.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -916553.187500 Penalty: 2891.257568
	Iteration 13Q: 3 clusters Score -916553.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -916617.375000 Penalty: 2891.257568
	Iteration 14Q: 3 clusters Score -916617.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -916682.500000 Penalty: 2891.257568
	Iteration 15Q: 3 clusters Score -916682.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -916749.625000 Penalty: 2891.257568
	Iteration 16Q: 3 clusters Score -916749.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -916803.625000 Penalty: 2891.257568
	Iteration 17Q: 3 clusters Score -916803.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -916855.312500 Penalty: 2891.257568
	Iteration 18Q: 3 clusters Score -916855.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -916914.000000 Penalty: 2891.257568
	Iteration 19Q: 3 clusters Score -916914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -916963.437500 Penalty: 2891.257568
	Iteration 20F: 3 clusters Score -916963.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -917004.625000 Penalty: 2891.257568
	Iteration 21Q: 3 clusters Score -917004.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -917037.375000 Penalty: 2891.257568
	Iteration 22Q: 3 clusters Score -917037.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -917067.125000 Penalty: 2891.257568
	Iteration 23Q: 3 clusters Score -917067.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -917095.500000 Penalty: 2891.257568
	Iteration 24Q: 3 clusters Score -917095.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -917111.937500 Penalty: 2891.257568
	Iteration 25Q: 3 clusters Score -917111.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -917129.500000 Penalty: 2891.257568
	Iteration 26Q: 3 clusters Score -917129.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -917141.937500 Penalty: 2891.257568
	Iteration 27Q: 3 clusters Score -917141.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -917154.500000 Penalty: 2891.257568
	Iteration 28Q: 3 clusters Score -917154.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -917168.437500 Penalty: 2891.257568
	Iteration 29Q: 3 clusters Score -917168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -917180.812500 Penalty: 2891.257568
	Iteration 30Q: 3 clusters Score -917180.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -917190.000000 Penalty: 2891.257568
	Iteration 31Q: 3 clusters Score -917190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -917200.875000 Penalty: 2891.257568
	Iteration 32Q: 3 clusters Score -917200.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -917211.625000 Penalty: 2891.257568
	Iteration 33Q: 3 clusters Score -917211.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -917220.375000 Penalty: 2891.257568
	Iteration 34Q: 3 clusters Score -917220.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -917227.187500 Penalty: 2891.257568
	Iteration 35Q: 3 clusters Score -917227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -917231.187500 Penalty: 2891.257568
	Iteration 36Q: 3 clusters Score -917231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -917237.625000 Penalty: 2891.257568
	Iteration 37Q: 3 clusters Score -917237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -917237.812500 Penalty: 2891.257568
	Iteration 38Q: 3 clusters Score -917237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -917241.875000 Penalty: 2891.257568
	Iteration 39Q: 3 clusters Score -917241.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -917245.562500 Penalty: 2891.257568
	Iteration 40F: 3 clusters Score -917245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -917248.125000 Penalty: 2891.257568
	Iteration 41Q: 3 clusters Score -917248.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -917251.000000 Penalty: 2891.257568
	Iteration 42Q: 3 clusters Score -917251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -917253.687500 Penalty: 2891.257568
	Iteration 43Q: 3 clusters Score -917253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -917258.562500 Penalty: 2891.257568
	Iteration 44Q: 3 clusters Score -917258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -917262.875000 Penalty: 2891.257568
	Iteration 45Q: 3 clusters Score -917262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -917264.625000 Penalty: 2891.257568
	Iteration 46Q: 3 clusters Score -917264.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -917266.250000 Penalty: 2891.257568
	Iteration 47Q: 3 clusters Score -917266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -917269.812500 Penalty: 2891.257568
	Iteration 48Q: 3 clusters Score -917269.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -917270.687500 Penalty: 2891.257568
	Iteration 49Q: 3 clusters Score -917270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -917270.437500 Penalty: 2891.257568
	Iteration 50Q: 3 clusters Score -917270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -917273.125000 Penalty: 2891.257568
	Iteration 51Q: 3 clusters Score -917273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -917276.562500 Penalty: 2891.257568
	Iteration 52Q: 3 clusters Score -917276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -917279.625000 Penalty: 2891.257568
	Iteration 53Q: 3 clusters Score -917279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -917280.375000 Penalty: 2891.257568
	Iteration 54Q: 3 clusters Score -917280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -917280.375000 Penalty: 2891.257568
	Iteration 55F: 3 clusters Score -917280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Entering Unmasked Estep 
Score: -2079992.125000 Penalty: 1583.337036
	Iteration 0F: 2 clusters Score -2079992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2068248.500000 Penalty: 3166.674072
	Iteration 0F: 3 clusters Score -2068248 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2072554.000000 Penalty: 3166.674072
	Iteration 1F: 3 clusters Score -2072554 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2073054.875000 Penalty: 3166.674072
	Iteration 2F: 3 clusters Score -2073055 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2073658.500000 Penalty: 3166.674072
	Iteration 3F: 3 clusters Score -2073658 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2074565.000000 Penalty: 3166.674072
	Iteration 4F: 3 clusters Score -2074565 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2075949.875000 Penalty: 3166.674072
	Iteration 5F: 3 clusters Score -2075950 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2077551.500000 Penalty: 3166.674072
	Iteration 6F: 3 clusters Score -2077552 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2078563.500000 Penalty: 3166.674072
	Iteration 7F: 3 clusters Score -2078564 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2079106.500000 Penalty: 3166.674072
	Iteration 8F: 3 clusters Score -2079106 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2079427.875000 Penalty: 3166.674072
	Iteration 9Q: 3 clusters Score -2079428 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2079670.375000 Penalty: 3166.674072
	Iteration 10Q: 3 clusters Score -2079670 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2079871.500000 Penalty: 3166.674072
	Iteration 11Q: 3 clusters Score -2079872 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2080046.625000 Penalty: 3166.674072
	Iteration 12Q: 3 clusters Score -2080047 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2080213.500000 Penalty: 3166.674072
	Iteration 13Q: 3 clusters Score -2080214 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2080314.000000 Penalty: 3166.674072
	Iteration 14Q: 3 clusters Score -2080314 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2080360.500000 Penalty: 3166.674072
	Iteration 15Q: 3 clusters Score -2080360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2080394.125000 Penalty: 3166.674072
	Iteration 16Q: 3 clusters Score -2080394 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2080406.375000 Penalty: 3166.674072
	Iteration 17Q: 3 clusters Score -2080406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2080415.375000 Penalty: 3166.674072
	Iteration 18Q: 3 clusters Score -2080415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2080420.000000 Penalty: 3166.674072
	Iteration 19Q: 3 clusters Score -2080420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2080426.375000 Penalty: 3166.674072
	Iteration 20F: 3 clusters Score -2080426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2080431.000000 Penalty: 3166.674072
	Iteration 21Q: 3 clusters Score -2080431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2080431.750000 Penalty: 3166.674072
	Iteration 22Q: 3 clusters Score -2080432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2080432.750000 Penalty: 3166.674072
	Iteration 23Q: 3 clusters Score -2080433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2080438.875000 Penalty: 3166.674072
	Iteration 24Q: 3 clusters Score -2080439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2080441.625000 Penalty: 3166.674072
	Iteration 25Q: 3 clusters Score -2080442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2080453.375000 Penalty: 3166.674072
	Iteration 26Q: 3 clusters Score -2080453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2080455.125000 Penalty: 3166.674072
	Iteration 27Q: 3 clusters Score -2080455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2080453.625000 Penalty: 3166.674072
	Iteration 28Q: 3 clusters Score -2080454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2080454.375000 Penalty: 3166.674072
	Iteration 29Q: 3 clusters Score -2080454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2080451.625000 Penalty: 3166.674072
	Iteration 30Q: 3 clusters Score -2080452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2080449.375000 Penalty: 3166.674072
	Iteration 31Q: 3 clusters Score -2080449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2080453.875000 Penalty: 3166.674072
	Iteration 32Q: 3 clusters Score -2080454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2080455.750000 Penalty: 3166.674072
	Iteration 33Q: 3 clusters Score -2080456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2080456.875000 Penalty: 3166.674072
	Iteration 34Q: 3 clusters Score -2080457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2080456.125000 Penalty: 3166.674072
	Iteration 35Q: 3 clusters Score -2080456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2080459.750000 Penalty: 3166.674072
	Iteration 36Q: 3 clusters Score -2080460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2080461.250000 Penalty: 3166.674072
	Iteration 37Q: 3 clusters Score -2080461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2080461.125000 Penalty: 3166.674072
	Iteration 38Q: 3 clusters Score -2080461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2080461.125000 Penalty: 3166.674072
	Iteration 39F: 3 clusters Score -2080461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 749 members 
Mstep: Class 17 contains 34002 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Entering Unmasked Estep 
Score: -59745056.000000 Penalty: 48874.703125
Splitting cluster 9 changes total score from -59737216.000000 to -59745056.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (9440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Entering Unmasked Estep 
Score: -1109655.500000 Penalty: 1487.315552
	Iteration 0F: 2 clusters Score -1109656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1102872.750000 Penalty: 2974.631104
	Iteration 0F: 3 clusters Score -1102873 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1105136.375000 Penalty: 2974.631104
	Iteration 1F: 3 clusters Score -1105136 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1105516.875000 Penalty: 2974.631104
	Iteration 2F: 3 clusters Score -1105517 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1105853.500000 Penalty: 2974.631104
	Iteration 3F: 3 clusters Score -1105854 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1106180.250000 Penalty: 2974.631104
	Iteration 4F: 3 clusters Score -1106180 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1106464.250000 Penalty: 2974.631104
	Iteration 5F: 3 clusters Score -1106464 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1106716.875000 Penalty: 2974.631104
	Iteration 6Q: 3 clusters Score -1106717 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1106950.625000 Penalty: 2974.631104
	Iteration 7Q: 3 clusters Score -1106951 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1107154.250000 Penalty: 2974.631104
	Iteration 8Q: 3 clusters Score -1107154 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1107335.250000 Penalty: 2974.631104
	Iteration 9Q: 3 clusters Score -1107335 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1107499.750000 Penalty: 2974.631104
	Iteration 10Q: 3 clusters Score -1107500 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1107620.250000 Penalty: 2974.631104
	Iteration 11Q: 3 clusters Score -1107620 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1107740.875000 Penalty: 2974.631104
	Iteration 12Q: 3 clusters Score -1107741 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1107870.000000 Penalty: 2974.631104
	Iteration 13Q: 3 clusters Score -1107870 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1107993.375000 Penalty: 2974.631104
	Iteration 14Q: 3 clusters Score -1107993 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1108086.375000 Penalty: 2974.631104
	Iteration 15Q: 3 clusters Score -1108086 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1108201.125000 Penalty: 2974.631104
	Iteration 16Q: 3 clusters Score -1108201 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1108301.125000 Penalty: 2974.631104
	Iteration 17Q: 3 clusters Score -1108301 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1108386.000000 Penalty: 2974.631104
	Iteration 18Q: 3 clusters Score -1108386 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1108473.500000 Penalty: 2974.631104
	Iteration 19Q: 3 clusters Score -1108474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1108546.875000 Penalty: 2974.631104
	Iteration 20F: 3 clusters Score -1108547 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1108618.625000 Penalty: 2974.631104
	Iteration 21Q: 3 clusters Score -1108619 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1108694.875000 Penalty: 2974.631104
	Iteration 22Q: 3 clusters Score -1108695 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1108767.000000 Penalty: 2974.631104
	Iteration 23Q: 3 clusters Score -1108767 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1108821.875000 Penalty: 2974.631104
	Iteration 24Q: 3 clusters Score -1108822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1108870.625000 Penalty: 2974.631104
	Iteration 25Q: 3 clusters Score -1108871 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1108917.750000 Penalty: 2974.631104
	Iteration 26Q: 3 clusters Score -1108918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1108959.500000 Penalty: 2974.631104
	Iteration 27Q: 3 clusters Score -1108960 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1108994.250000 Penalty: 2974.631104
	Iteration 28Q: 3 clusters Score -1108994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1109019.375000 Penalty: 2974.631104
	Iteration 29Q: 3 clusters Score -1109019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1109038.375000 Penalty: 2974.631104
	Iteration 30Q: 3 clusters Score -1109038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1109061.500000 Penalty: 2974.631104
	Iteration 31Q: 3 clusters Score -1109062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1109083.000000 Penalty: 2974.631104
	Iteration 32Q: 3 clusters Score -1109083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1109102.250000 Penalty: 2974.631104
	Iteration 33Q: 3 clusters Score -1109102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1109115.500000 Penalty: 2974.631104
	Iteration 34Q: 3 clusters Score -1109116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1109119.000000 Penalty: 2974.631104
	Iteration 35Q: 3 clusters Score -1109119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1109127.500000 Penalty: 2974.631104
	Iteration 36Q: 3 clusters Score -1109128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1109129.000000 Penalty: 2974.631104
	Iteration 37Q: 3 clusters Score -1109129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1109135.000000 Penalty: 2974.631104
	Iteration 38Q: 3 clusters Score -1109135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1109136.500000 Penalty: 2974.631104
	Iteration 39Q: 3 clusters Score -1109136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1109140.125000 Penalty: 2974.631104
	Iteration 40F: 3 clusters Score -1109140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1109143.125000 Penalty: 2974.631104
	Iteration 41Q: 3 clusters Score -1109143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1109146.375000 Penalty: 2974.631104
	Iteration 42Q: 3 clusters Score -1109146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1109146.750000 Penalty: 2974.631104
	Iteration 43Q: 3 clusters Score -1109147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1109145.750000 Penalty: 2974.631104
	Iteration 44Q: 3 clusters Score -1109146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1109146.625000 Penalty: 2974.631104
	Iteration 45Q: 3 clusters Score -1109147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1109148.875000 Penalty: 2974.631104
	Iteration 46Q: 3 clusters Score -1109149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1109148.500000 Penalty: 2974.631104
	Iteration 47Q: 3 clusters Score -1109148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1109148.500000 Penalty: 2974.631104
	Iteration 48Q: 3 clusters Score -1109148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1109153.000000 Penalty: 2974.631104
	Iteration 49Q: 3 clusters Score -1109153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1109151.125000 Penalty: 2974.631104
	Iteration 50Q: 3 clusters Score -1109151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1109152.125000 Penalty: 2974.631104
	Iteration 51Q: 3 clusters Score -1109152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1109153.375000 Penalty: 2974.631104
	Iteration 52Q: 3 clusters Score -1109153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1109154.625000 Penalty: 2974.631104
	Iteration 53Q: 3 clusters Score -1109155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1109153.500000 Penalty: 2974.631104
	Iteration 54Q: 3 clusters Score -1109154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1109153.500000 Penalty: 2974.631104
	Iteration 55Q: 3 clusters Score -1109154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1109153.500000 Penalty: 2974.631104
	Iteration 56F: 3 clusters Score -1109154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -101555.000000 Penalty: 1115.198120
	Iteration 0F: 2 clusters Score -101555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100384.523438 Penalty: 2230.396240
	Iteration 0F: 3 clusters Score -100384.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101312.851562 Penalty: 2230.396240
	Iteration 1F: 3 clusters Score -101312.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -102105.203125 Penalty: 2230.396240
	Iteration 2F: 3 clusters Score -102105.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -102352.726562 Penalty: 2230.396240
	Iteration 3F: 3 clusters Score -102352.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -102447.578125 Penalty: 2230.396240
	Iteration 4Q: 3 clusters Score -102447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -102470.171875 Penalty: 2230.396240
	Iteration 5Q: 3 clusters Score -102470.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -102483.578125 Penalty: 2230.396240
	Iteration 6Q: 3 clusters Score -102483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -102485.945312 Penalty: 2230.396240
	Iteration 7Q: 3 clusters Score -102485.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -102486.601562 Penalty: 2230.396240
	Iteration 8Q: 3 clusters Score -102486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -102486.601562 Penalty: 2230.396240
	Iteration 9F: 3 clusters Score -102486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 749 members 
Mstep: Class 17 contains 34002 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 207 members 
Entering Unmasked Estep 
Score: -59744920.000000 Penalty: 50999.687500
Splitting cluster 11 changes total score from -59737216.000000 to -59744920.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (79746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Entering Unmasked Estep 
Score: -10222685.000000 Penalty: 1834.072876
	Iteration 0F: 2 clusters Score -1.022268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -10169527.000000 Penalty: 3668.145752
	Iteration 0F: 3 clusters Score -1.016953e+07 nChanged 37910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -10192239.000000 Penalty: 3668.145752
	Iteration 1F: 3 clusters Score -1.019224e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -10193925.000000 Penalty: 3668.145752
	Iteration 2Q: 3 clusters Score -1.019392e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -10196432.000000 Penalty: 3668.145752
	Iteration 3F: 3 clusters Score -1.019643e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52532 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -10199650.000000 Penalty: 3668.145752
	Iteration 4F: 3 clusters Score -1.019965e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -10203572.000000 Penalty: 3668.145752
	Iteration 5F: 3 clusters Score -1.020357e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -10207549.000000 Penalty: 3668.145752
	Iteration 6F: 3 clusters Score -1.020755e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -10211407.000000 Penalty: 3668.145752
	Iteration 7F: 3 clusters Score -1.021141e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -10214762.000000 Penalty: 3668.145752
	Iteration 8F: 3 clusters Score -1.021476e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -10217253.000000 Penalty: 3668.145752
	Iteration 9Q: 3 clusters Score -1.021725e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -10218911.000000 Penalty: 3668.145752
	Iteration 10Q: 3 clusters Score -1.021891e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -10219928.000000 Penalty: 3668.145752
	Iteration 11Q: 3 clusters Score -1.021993e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10220433.000000 Penalty: 3668.145752
	Iteration 12Q: 3 clusters Score -1.022043e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10220704.000000 Penalty: 3668.145752
	Iteration 13Q: 3 clusters Score -1.02207e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10220860.000000 Penalty: 3668.145752
	Iteration 14Q: 3 clusters Score -1.022086e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10220929.000000 Penalty: 3668.145752
	Iteration 15Q: 3 clusters Score -1.022093e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10220974.000000 Penalty: 3668.145752
	Iteration 16Q: 3 clusters Score -1.022097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10221012.000000 Penalty: 3668.145752
	Iteration 17Q: 3 clusters Score -1.022101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10221026.000000 Penalty: 3668.145752
	Iteration 18Q: 3 clusters Score -1.022103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10221062.000000 Penalty: 3668.145752
	Iteration 19Q: 3 clusters Score -1.022106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10221078.000000 Penalty: 3668.145752
	Iteration 20F: 3 clusters Score -1.022108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10221091.000000 Penalty: 3668.145752
	Iteration 21Q: 3 clusters Score -1.022109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10221105.000000 Penalty: 3668.145752
	Iteration 22Q: 3 clusters Score -1.02211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10221103.000000 Penalty: 3668.145752
	Iteration 23Q: 3 clusters Score -1.02211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10221102.000000 Penalty: 3668.145752
	Iteration 24Q: 3 clusters Score -1.02211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10221108.000000 Penalty: 3668.145752
	Iteration 25Q: 3 clusters Score -1.022111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79477 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10221103.000000 Penalty: 3668.145752
	Iteration 26Q: 3 clusters Score -1.02211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10221106.000000 Penalty: 3668.145752
	Iteration 27Q: 3 clusters Score -1.022111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10221107.000000 Penalty: 3668.145752
	Iteration 28Q: 3 clusters Score -1.022111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10221116.000000 Penalty: 3668.145752
	Iteration 29Q: 3 clusters Score -1.022112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10221119.000000 Penalty: 3668.145752
	Iteration 30Q: 3 clusters Score -1.022112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10221119.000000 Penalty: 3668.145752
	Iteration 31F: 3 clusters Score -1.022112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -181813.375000 Penalty: 1184.561646
	Iteration 0F: 2 clusters Score -181813.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180051.609375 Penalty: 2369.123291
	Iteration 0F: 3 clusters Score -180051.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -180500.828125 Penalty: 2369.123291
	Iteration 1F: 3 clusters Score -180500.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -180657.687500 Penalty: 2369.123291
	Iteration 2F: 3 clusters Score -180657.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -180762.203125 Penalty: 2369.123291
	Iteration 3F: 3 clusters Score -180762.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -180877.734375 Penalty: 2369.123291
	Iteration 4F: 3 clusters Score -180877.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -181005.109375 Penalty: 2369.123291
	Iteration 5Q: 3 clusters Score -181005.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -181147.765625 Penalty: 2369.123291
	Iteration 6Q: 3 clusters Score -181147.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -181248.953125 Penalty: 2369.123291
	Iteration 7Q: 3 clusters Score -181249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -181310.484375 Penalty: 2369.123291
	Iteration 8Q: 3 clusters Score -181310.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181368.953125 Penalty: 2369.123291
	Iteration 9Q: 3 clusters Score -181369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181427.343750 Penalty: 2369.123291
	Iteration 10Q: 3 clusters Score -181427.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181480.000000 Penalty: 2369.123291
	Iteration 11Q: 3 clusters Score -181480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181508.921875 Penalty: 2369.123291
	Iteration 12Q: 3 clusters Score -181508.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -181520.312500 Penalty: 2369.123291
	Iteration 13Q: 3 clusters Score -181520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181525.750000 Penalty: 2369.123291
	Iteration 14Q: 3 clusters Score -181525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -181530.718750 Penalty: 2369.123291
	Iteration 15Q: 3 clusters Score -181530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -181532.015625 Penalty: 2369.123291
	Iteration 16Q: 3 clusters Score -181532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181533.890625 Penalty: 2369.123291
	Iteration 17Q: 3 clusters Score -181533.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -181533.890625 Penalty: 2369.123291
	Iteration 18F: 3 clusters Score -181533.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Entering Unmasked Estep 
Score: -996918.750000 Penalty: 1461.915771
	Iteration 0F: 2 clusters Score -996918.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -991079.312500 Penalty: 2923.831543
	Iteration 0F: 3 clusters Score -991079.3 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -992939.312500 Penalty: 2923.831543
	Iteration 1F: 3 clusters Score -992939.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -993157.000000 Penalty: 2923.831543
	Iteration 2F: 3 clusters Score -993157 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -993316.375000 Penalty: 2923.831543
	Iteration 3Q: 3 clusters Score -993316.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -993446.625000 Penalty: 2923.831543
	Iteration 4Q: 3 clusters Score -993446.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -993552.062500 Penalty: 2923.831543
	Iteration 5Q: 3 clusters Score -993552.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -993643.062500 Penalty: 2923.831543
	Iteration 6Q: 3 clusters Score -993643.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -993727.812500 Penalty: 2923.831543
	Iteration 7Q: 3 clusters Score -993727.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -993818.562500 Penalty: 2923.831543
	Iteration 8Q: 3 clusters Score -993818.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -993926.375000 Penalty: 2923.831543
	Iteration 9Q: 3 clusters Score -993926.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -994036.812500 Penalty: 2923.831543
	Iteration 10Q: 3 clusters Score -994036.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -994134.500000 Penalty: 2923.831543
	Iteration 11Q: 3 clusters Score -994134.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -994233.062500 Penalty: 2923.831543
	Iteration 12Q: 3 clusters Score -994233.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -994334.625000 Penalty: 2923.831543
	Iteration 13Q: 3 clusters Score -994334.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -994449.625000 Penalty: 2923.831543
	Iteration 14Q: 3 clusters Score -994449.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -994548.812500 Penalty: 2923.831543
	Iteration 15Q: 3 clusters Score -994548.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -994631.562500 Penalty: 2923.831543
	Iteration 16Q: 3 clusters Score -994631.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -994692.062500 Penalty: 2923.831543
	Iteration 17Q: 3 clusters Score -994692.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -994740.937500 Penalty: 2923.831543
	Iteration 18Q: 3 clusters Score -994740.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -994772.437500 Penalty: 2923.831543
	Iteration 19Q: 3 clusters Score -994772.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -994793.875000 Penalty: 2923.831543
	Iteration 20F: 3 clusters Score -994793.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -994809.437500 Penalty: 2923.831543
	Iteration 21Q: 3 clusters Score -994809.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -994822.250000 Penalty: 2923.831543
	Iteration 22Q: 3 clusters Score -994822.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -994835.312500 Penalty: 2923.831543
	Iteration 23Q: 3 clusters Score -994835.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -994850.375000 Penalty: 2923.831543
	Iteration 24Q: 3 clusters Score -994850.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -994862.125000 Penalty: 2923.831543
	Iteration 25Q: 3 clusters Score -994862.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -994877.750000 Penalty: 2923.831543
	Iteration 26Q: 3 clusters Score -994877.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -994892.062500 Penalty: 2923.831543
	Iteration 27Q: 3 clusters Score -994892.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -994901.750000 Penalty: 2923.831543
	Iteration 28Q: 3 clusters Score -994901.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -994914.875000 Penalty: 2923.831543
	Iteration 29Q: 3 clusters Score -994914.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -994929.000000 Penalty: 2923.831543
	Iteration 30Q: 3 clusters Score -994929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -994946.062500 Penalty: 2923.831543
	Iteration 31Q: 3 clusters Score -994946.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -994966.937500 Penalty: 2923.831543
	Iteration 32Q: 3 clusters Score -994966.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -994984.187500 Penalty: 2923.831543
	Iteration 33Q: 3 clusters Score -994984.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -995004.375000 Penalty: 2923.831543
	Iteration 34Q: 3 clusters Score -995004.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -995018.187500 Penalty: 2923.831543
	Iteration 35Q: 3 clusters Score -995018.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -995033.375000 Penalty: 2923.831543
	Iteration 36Q: 3 clusters Score -995033.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -995055.875000 Penalty: 2923.831543
	Iteration 37Q: 3 clusters Score -995055.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -995076.000000 Penalty: 2923.831543
	Iteration 38Q: 3 clusters Score -995076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -995090.437500 Penalty: 2923.831543
	Iteration 39Q: 3 clusters Score -995090.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -995104.500000 Penalty: 2923.831543
	Iteration 40F: 3 clusters Score -995104.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -995117.562500 Penalty: 2923.831543
	Iteration 41Q: 3 clusters Score -995117.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -995128.500000 Penalty: 2923.831543
	Iteration 42Q: 3 clusters Score -995128.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -995145.000000 Penalty: 2923.831543
	Iteration 43Q: 3 clusters Score -995145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -995152.562500 Penalty: 2923.831543
	Iteration 44Q: 3 clusters Score -995152.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -995162.062500 Penalty: 2923.831543
	Iteration 45Q: 3 clusters Score -995162.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -995176.125000 Penalty: 2923.831543
	Iteration 46Q: 3 clusters Score -995176.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -995195.187500 Penalty: 2923.831543
	Iteration 47Q: 3 clusters Score -995195.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -995221.500000 Penalty: 2923.831543
	Iteration 48Q: 3 clusters Score -995221.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -995243.500000 Penalty: 2923.831543
	Iteration 49Q: 3 clusters Score -995243.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -995269.687500 Penalty: 2923.831543
	Iteration 50Q: 3 clusters Score -995269.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -995292.750000 Penalty: 2923.831543
	Iteration 51Q: 3 clusters Score -995292.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -995317.312500 Penalty: 2923.831543
	Iteration 52Q: 3 clusters Score -995317.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -995333.875000 Penalty: 2923.831543
	Iteration 53Q: 3 clusters Score -995333.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -995345.687500 Penalty: 2923.831543
	Iteration 54Q: 3 clusters Score -995345.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -995359.312500 Penalty: 2923.831543
	Iteration 55Q: 3 clusters Score -995359.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -995375.125000 Penalty: 2923.831543
	Iteration 56Q: 3 clusters Score -995375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -995386.187500 Penalty: 2923.831543
	Iteration 57Q: 3 clusters Score -995386.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -995401.625000 Penalty: 2923.831543
	Iteration 58Q: 3 clusters Score -995401.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -995416.750000 Penalty: 2923.831543
	Iteration 59Q: 3 clusters Score -995416.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -995430.562500 Penalty: 2923.831543
	Iteration 60F: 3 clusters Score -995430.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -995453.250000 Penalty: 2923.831543
	Iteration 61Q: 3 clusters Score -995453.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -995479.000000 Penalty: 2923.831543
	Iteration 62Q: 3 clusters Score -995479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -995496.687500 Penalty: 2923.831543
	Iteration 63Q: 3 clusters Score -995496.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -995507.562500 Penalty: 2923.831543
	Iteration 64Q: 3 clusters Score -995507.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -995515.375000 Penalty: 2923.831543
	Iteration 65Q: 3 clusters Score -995515.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -995528.312500 Penalty: 2923.831543
	Iteration 66Q: 3 clusters Score -995528.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -995531.000000 Penalty: 2923.831543
	Iteration 67Q: 3 clusters Score -995531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -995539.125000 Penalty: 2923.831543
	Iteration 68Q: 3 clusters Score -995539.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -995544.625000 Penalty: 2923.831543
	Iteration 69Q: 3 clusters Score -995544.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -995555.812500 Penalty: 2923.831543
	Iteration 70Q: 3 clusters Score -995555.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -995560.125000 Penalty: 2923.831543
	Iteration 71Q: 3 clusters Score -995560.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -995566.625000 Penalty: 2923.831543
	Iteration 72Q: 3 clusters Score -995566.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -995570.375000 Penalty: 2923.831543
	Iteration 73Q: 3 clusters Score -995570.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -995574.062500 Penalty: 2923.831543
	Iteration 74Q: 3 clusters Score -995574.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -995578.250000 Penalty: 2923.831543
	Iteration 75Q: 3 clusters Score -995578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -995581.500000 Penalty: 2923.831543
	Iteration 76Q: 3 clusters Score -995581.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -995588.375000 Penalty: 2923.831543
	Iteration 77Q: 3 clusters Score -995588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -995588.937500 Penalty: 2923.831543
	Iteration 78Q: 3 clusters Score -995588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -995589.000000 Penalty: 2923.831543
	Iteration 79Q: 3 clusters Score -995589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -995593.125000 Penalty: 2923.831543
	Iteration 80F: 3 clusters Score -995593.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -995593.625000 Penalty: 2923.831543
	Iteration 81Q: 3 clusters Score -995593.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -995594.875000 Penalty: 2923.831543
	Iteration 82Q: 3 clusters Score -995594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -995595.812500 Penalty: 2923.831543
	Iteration 83Q: 3 clusters Score -995595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -995596.875000 Penalty: 2923.831543
	Iteration 84Q: 3 clusters Score -995596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -995597.312500 Penalty: 2923.831543
	Iteration 85Q: 3 clusters Score -995597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -995597.312500 Penalty: 2923.831543
	Iteration 86F: 3 clusters Score -995597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Entering Unmasked Estep 
Score: -2075461.625000 Penalty: 1579.292480
	Iteration 0F: 2 clusters Score -2075462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2064014.750000 Penalty: 3158.584961
	Iteration 0F: 3 clusters Score -2064015 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2068209.750000 Penalty: 3158.584961
	Iteration 1F: 3 clusters Score -2068210 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2068668.250000 Penalty: 3158.584961
	Iteration 2F: 3 clusters Score -2068668 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2069076.750000 Penalty: 3158.584961
	Iteration 3F: 3 clusters Score -2069077 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2069510.000000 Penalty: 3158.584961
	Iteration 4F: 3 clusters Score -2069510 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2070010.875000 Penalty: 3158.584961
	Iteration 5F: 3 clusters Score -2070011 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2070641.375000 Penalty: 3158.584961
	Iteration 6F: 3 clusters Score -2070641 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2071404.750000 Penalty: 3158.584961
	Iteration 7F: 3 clusters Score -2071405 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2072218.500000 Penalty: 3158.584961
	Iteration 8F: 3 clusters Score -2072218 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2072970.750000 Penalty: 3158.584961
	Iteration 9F: 3 clusters Score -2072971 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2073472.750000 Penalty: 3158.584961
	Iteration 10Q: 3 clusters Score -2073473 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2073786.375000 Penalty: 3158.584961
	Iteration 11Q: 3 clusters Score -2073786 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2073997.500000 Penalty: 3158.584961
	Iteration 12Q: 3 clusters Score -2073998 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2074149.625000 Penalty: 3158.584961
	Iteration 13Q: 3 clusters Score -2074150 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2074294.250000 Penalty: 3158.584961
	Iteration 14Q: 3 clusters Score -2074294 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2074413.250000 Penalty: 3158.584961
	Iteration 15Q: 3 clusters Score -2074413 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2074517.750000 Penalty: 3158.584961
	Iteration 16Q: 3 clusters Score -2074518 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2074594.250000 Penalty: 3158.584961
	Iteration 17Q: 3 clusters Score -2074594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2074649.500000 Penalty: 3158.584961
	Iteration 18Q: 3 clusters Score -2074650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2074704.000000 Penalty: 3158.584961
	Iteration 19Q: 3 clusters Score -2074704 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2074741.125000 Penalty: 3158.584961
	Iteration 20F: 3 clusters Score -2074741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2074777.500000 Penalty: 3158.584961
	Iteration 21Q: 3 clusters Score -2074778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2074805.750000 Penalty: 3158.584961
	Iteration 22Q: 3 clusters Score -2074806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2074814.625000 Penalty: 3158.584961
	Iteration 23Q: 3 clusters Score -2074815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2074828.500000 Penalty: 3158.584961
	Iteration 24Q: 3 clusters Score -2074828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2074835.000000 Penalty: 3158.584961
	Iteration 25Q: 3 clusters Score -2074835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2074843.500000 Penalty: 3158.584961
	Iteration 26Q: 3 clusters Score -2074844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2074849.125000 Penalty: 3158.584961
	Iteration 27Q: 3 clusters Score -2074849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2074858.625000 Penalty: 3158.584961
	Iteration 28Q: 3 clusters Score -2074859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2074858.625000 Penalty: 3158.584961
	Iteration 29Q: 3 clusters Score -2074859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2074861.250000 Penalty: 3158.584961
	Iteration 30Q: 3 clusters Score -2074861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -2074866.750000 Penalty: 3158.584961
	Iteration 31Q: 3 clusters Score -2074867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2074868.250000 Penalty: 3158.584961
	Iteration 32Q: 3 clusters Score -2074868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2074871.250000 Penalty: 3158.584961
	Iteration 33Q: 3 clusters Score -2074871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2074864.875000 Penalty: 3158.584961
	Iteration 34Q: 3 clusters Score -2074865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2074869.375000 Penalty: 3158.584961
	Iteration 35Q: 3 clusters Score -2074869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2074867.500000 Penalty: 3158.584961
	Iteration 36Q: 3 clusters Score -2074868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2074872.000000 Penalty: 3158.584961
	Iteration 37Q: 3 clusters Score -2074872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2074871.750000 Penalty: 3158.584961
	Iteration 38Q: 3 clusters Score -2074872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2074872.375000 Penalty: 3158.584961
	Iteration 39Q: 3 clusters Score -2074872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2074874.750000 Penalty: 3158.584961
	Iteration 40F: 3 clusters Score -2074875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2074869.625000 Penalty: 3158.584961
	Iteration 41Q: 3 clusters Score -2074870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2074870.625000 Penalty: 3158.584961
	Iteration 42Q: 3 clusters Score -2074871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2074873.875000 Penalty: 3158.584961
	Iteration 43Q: 3 clusters Score -2074874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2074874.875000 Penalty: 3158.584961
	Iteration 44Q: 3 clusters Score -2074875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2074873.125000 Penalty: 3158.584961
	Iteration 45Q: 3 clusters Score -2074873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2074875.875000 Penalty: 3158.584961
	Iteration 46Q: 3 clusters Score -2074876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2074875.875000 Penalty: 3158.584961
	Iteration 47F: 3 clusters Score -2074876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91169.710938 Penalty: 1075.545166
	Iteration 0F: 2 clusters Score -91169.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89923.570312 Penalty: 2151.090332
	Iteration 0F: 3 clusters Score -89923.57 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90165.976562 Penalty: 2151.090332
	Iteration 1F: 3 clusters Score -90165.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90319.335938 Penalty: 2151.090332
	Iteration 2F: 3 clusters Score -90319.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90544.398438 Penalty: 2151.090332
	Iteration 3F: 3 clusters Score -90544.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90806.429688 Penalty: 2151.090332
	Iteration 4F: 3 clusters Score -90806.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91065.992188 Penalty: 2151.090332
	Iteration 5F: 3 clusters Score -91065.99 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -91220.085938 Penalty: 2151.090332
	Iteration 6F: 3 clusters Score -91220.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -91302.445312 Penalty: 2151.090332
	Iteration 7Q: 3 clusters Score -91302.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -91324.679688 Penalty: 2151.090332
	Iteration 8Q: 3 clusters Score -91324.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91333.992188 Penalty: 2151.090332
	Iteration 9Q: 3 clusters Score -91333.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91335.898438 Penalty: 2151.090332
	Iteration 10Q: 3 clusters Score -91335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91335.898438 Penalty: 2151.090332
	Iteration 11F: 3 clusters Score -91335.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34002 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 207 members 
Mstep: Class 25 contains 507 members 
Entering Unmasked Estep 
Score: -59743980.000000 Penalty: 53124.675781
Splitting cluster 16 changes total score from -59737216.000000 to -59743980.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (34002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Entering Unmasked Estep 
Score: -4268805.500000 Penalty: 1695.553345
	Iteration 0F: 2 clusters Score -4268806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -4246200.000000 Penalty: 3391.106689
	Iteration 0F: 3 clusters Score -4246200 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -4255223.000000 Penalty: 3391.106689
	Iteration 1F: 3 clusters Score -4255223 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4255948.500000 Penalty: 3391.106689
	Iteration 2F: 3 clusters Score -4255948 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4256738.000000 Penalty: 3391.106689
	Iteration 3F: 3 clusters Score -4256738 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4257739.000000 Penalty: 3391.106689
	Iteration 4F: 3 clusters Score -4257739 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4259017.000000 Penalty: 3391.106689
	Iteration 5F: 3 clusters Score -4259017 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4260566.000000 Penalty: 3391.106689
	Iteration 6F: 3 clusters Score -4260566 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4262335.500000 Penalty: 3391.106689
	Iteration 7F: 3 clusters Score -4262336 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -4263951.500000 Penalty: 3391.106689
	Iteration 8F: 3 clusters Score -4263952 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -4265329.000000 Penalty: 3391.106689
	Iteration 9Q: 3 clusters Score -4265329 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4266304.000000 Penalty: 3391.106689
	Iteration 10Q: 3 clusters Score -4266304 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4267083.500000 Penalty: 3391.106689
	Iteration 11Q: 3 clusters Score -4267084 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4267712.500000 Penalty: 3391.106689
	Iteration 12Q: 3 clusters Score -4267712 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4268185.000000 Penalty: 3391.106689
	Iteration 13Q: 3 clusters Score -4268185 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4268534.000000 Penalty: 3391.106689
	Iteration 14Q: 3 clusters Score -4268534 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4268825.500000 Penalty: 3391.106689
	Iteration 15Q: 3 clusters Score -4268826 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4269042.000000 Penalty: 3391.106689
	Iteration 16Q: 3 clusters Score -4269042 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4269245.000000 Penalty: 3391.106689
	Iteration 17Q: 3 clusters Score -4269245 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4269383.000000 Penalty: 3391.106689
	Iteration 18Q: 3 clusters Score -4269383 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4269487.500000 Penalty: 3391.106689
	Iteration 19Q: 3 clusters Score -4269488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4269616.000000 Penalty: 3391.106689
	Iteration 20F: 3 clusters Score -4269616 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4269682.000000 Penalty: 3391.106689
	Iteration 21Q: 3 clusters Score -4269682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4269706.000000 Penalty: 3391.106689
	Iteration 22Q: 3 clusters Score -4269706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4269740.500000 Penalty: 3391.106689
	Iteration 23Q: 3 clusters Score -4269740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4269739.500000 Penalty: 3391.106689
	Iteration 24Q: 3 clusters Score -4269740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4269743.500000 Penalty: 3391.106689
	Iteration 25Q: 3 clusters Score -4269744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4269743.500000 Penalty: 3391.106689
	Iteration 26Q: 3 clusters Score -4269744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4269742.000000 Penalty: 3391.106689
	Iteration 27Q: 3 clusters Score -4269742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4269742.000000 Penalty: 3391.106689
	Iteration 28F: 3 clusters Score -4269742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 31528 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 718 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 207 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 2474 members 
Entering Unmasked Estep 
Score: -59744112.000000 Penalty: 55249.664062
Splitting cluster 17 changes total score from -59737216.000000 to -59744112.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (55655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Entering Unmasked Estep 
Score: -7131026.500000 Penalty: 1775.625732
	Iteration 0F: 2 clusters Score -7131026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -7093846.000000 Penalty: 3551.251465
	Iteration 0F: 3 clusters Score -7093846 nChanged 26194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -7109697.000000 Penalty: 3551.251465
	Iteration 1F: 3 clusters Score -7109697 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -7111085.500000 Penalty: 3551.251465
	Iteration 2F: 3 clusters Score -7111086 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -7112761.000000 Penalty: 3551.251465
	Iteration 3F: 3 clusters Score -7112761 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -7114454.000000 Penalty: 3551.251465
	Iteration 4F: 3 clusters Score -7114454 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -7116242.000000 Penalty: 3551.251465
	Iteration 5F: 3 clusters Score -7116242 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -7117859.500000 Penalty: 3551.251465
	Iteration 6F: 3 clusters Score -7117860 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -7119246.500000 Penalty: 3551.251465
	Iteration 7Q: 3 clusters Score -7119246 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7120503.500000 Penalty: 3551.251465
	Iteration 8Q: 3 clusters Score -7120504 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -7121730.000000 Penalty: 3551.251465
	Iteration 9Q: 3 clusters Score -7121730 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -7122913.000000 Penalty: 3551.251465
	Iteration 10Q: 3 clusters Score -7122913 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -7124032.500000 Penalty: 3551.251465
	Iteration 11Q: 3 clusters Score -7124032 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -7125053.000000 Penalty: 3551.251465
	Iteration 12Q: 3 clusters Score -7125053 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -7125992.500000 Penalty: 3551.251465
	Iteration 13Q: 3 clusters Score -7125992 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -7126886.500000 Penalty: 3551.251465
	Iteration 14Q: 3 clusters Score -7126886 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -7127647.500000 Penalty: 3551.251465
	Iteration 15Q: 3 clusters Score -7127648 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -7128210.000000 Penalty: 3551.251465
	Iteration 16Q: 3 clusters Score -7128210 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7128718.000000 Penalty: 3551.251465
	Iteration 17Q: 3 clusters Score -7128718 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7129148.500000 Penalty: 3551.251465
	Iteration 18Q: 3 clusters Score -7129148 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7129534.000000 Penalty: 3551.251465
	Iteration 19Q: 3 clusters Score -7129534 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7129754.000000 Penalty: 3551.251465
	Iteration 20F: 3 clusters Score -7129754 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7129881.500000 Penalty: 3551.251465
	Iteration 21Q: 3 clusters Score -7129882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7129935.500000 Penalty: 3551.251465
	Iteration 22Q: 3 clusters Score -7129936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7129972.000000 Penalty: 3551.251465
	Iteration 23Q: 3 clusters Score -7129972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7129994.500000 Penalty: 3551.251465
	Iteration 24Q: 3 clusters Score -7129994 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130017.000000 Penalty: 3551.251465
	Iteration 25Q: 3 clusters Score -7130017 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130040.000000 Penalty: 3551.251465
	Iteration 26Q: 3 clusters Score -7130040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7130035.500000 Penalty: 3551.251465
	Iteration 27Q: 3 clusters Score -7130036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7130052.000000 Penalty: 3551.251465
	Iteration 28Q: 3 clusters Score -7130052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130055.500000 Penalty: 3551.251465
	Iteration 29Q: 3 clusters Score -7130056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7130067.000000 Penalty: 3551.251465
	Iteration 30Q: 3 clusters Score -7130067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7130070.500000 Penalty: 3551.251465
	Iteration 31Q: 3 clusters Score -7130070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130075.500000 Penalty: 3551.251465
	Iteration 32Q: 3 clusters Score -7130076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7130070.500000 Penalty: 3551.251465
	Iteration 33Q: 3 clusters Score -7130070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7130078.000000 Penalty: 3551.251465
	Iteration 34Q: 3 clusters Score -7130078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7130069.000000 Penalty: 3551.251465
	Iteration 35Q: 3 clusters Score -7130069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7130079.000000 Penalty: 3551.251465
	Iteration 36Q: 3 clusters Score -7130079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7130092.000000 Penalty: 3551.251465
	Iteration 37Q: 3 clusters Score -7130092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7130096.500000 Penalty: 3551.251465
	Iteration 38Q: 3 clusters Score -7130096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7130103.000000 Penalty: 3551.251465
	Iteration 39Q: 3 clusters Score -7130103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7130105.000000 Penalty: 3551.251465
	Iteration 40F: 3 clusters Score -7130105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130098.500000 Penalty: 3551.251465
	Iteration 41Q: 3 clusters Score -7130098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7130098.000000 Penalty: 3551.251465
	Iteration 42Q: 3 clusters Score -7130098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7130100.000000 Penalty: 3551.251465
	Iteration 43Q: 3 clusters Score -7130100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130101.000000 Penalty: 3551.251465
	Iteration 44Q: 3 clusters Score -7130101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7130101.000000 Penalty: 3551.251465
	Iteration 45F: 3 clusters Score -7130101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -881237.937500 Penalty: 1436.500122
	Iteration 0F: 2 clusters Score -881237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -876080.375000 Penalty: 2873.000244
	Iteration 0F: 3 clusters Score -876080.4 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -877699.562500 Penalty: 2873.000244
	Iteration 1F: 3 clusters Score -877699.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -877919.750000 Penalty: 2873.000244
	Iteration 2F: 3 clusters Score -877919.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -878093.062500 Penalty: 2873.000244
	Iteration 3Q: 3 clusters Score -878093.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -878278.625000 Penalty: 2873.000244
	Iteration 4Q: 3 clusters Score -878278.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -878459.937500 Penalty: 2873.000244
	Iteration 5Q: 3 clusters Score -878459.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -878627.437500 Penalty: 2873.000244
	Iteration 6Q: 3 clusters Score -878627.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -878806.687500 Penalty: 2873.000244
	Iteration 7Q: 3 clusters Score -878806.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -879004.125000 Penalty: 2873.000244
	Iteration 8Q: 3 clusters Score -879004.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -879233.437500 Penalty: 2873.000244
	Iteration 9Q: 3 clusters Score -879233.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -879423.437500 Penalty: 2873.000244
	Iteration 10Q: 3 clusters Score -879423.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -879575.062500 Penalty: 2873.000244
	Iteration 11Q: 3 clusters Score -879575.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -879682.062500 Penalty: 2873.000244
	Iteration 12Q: 3 clusters Score -879682.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -879757.937500 Penalty: 2873.000244
	Iteration 13Q: 3 clusters Score -879757.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -879803.187500 Penalty: 2873.000244
	Iteration 14Q: 3 clusters Score -879803.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -879840.375000 Penalty: 2873.000244
	Iteration 15Q: 3 clusters Score -879840.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -879873.312500 Penalty: 2873.000244
	Iteration 16Q: 3 clusters Score -879873.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -879897.625000 Penalty: 2873.000244
	Iteration 17Q: 3 clusters Score -879897.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -879921.562500 Penalty: 2873.000244
	Iteration 18Q: 3 clusters Score -879921.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -879940.000000 Penalty: 2873.000244
	Iteration 19Q: 3 clusters Score -879940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -879961.000000 Penalty: 2873.000244
	Iteration 20F: 3 clusters Score -879961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -879978.437500 Penalty: 2873.000244
	Iteration 21Q: 3 clusters Score -879978.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -879993.750000 Penalty: 2873.000244
	Iteration 22Q: 3 clusters Score -879993.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -880001.125000 Penalty: 2873.000244
	Iteration 23Q: 3 clusters Score -880001.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -880006.687500 Penalty: 2873.000244
	Iteration 24Q: 3 clusters Score -880006.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -880018.812500 Penalty: 2873.000244
	Iteration 25Q: 3 clusters Score -880018.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -880024.062500 Penalty: 2873.000244
	Iteration 26Q: 3 clusters Score -880024.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -880031.812500 Penalty: 2873.000244
	Iteration 27Q: 3 clusters Score -880031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -880037.062500 Penalty: 2873.000244
	Iteration 28Q: 3 clusters Score -880037.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -880044.812500 Penalty: 2873.000244
	Iteration 29Q: 3 clusters Score -880044.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -880050.312500 Penalty: 2873.000244
	Iteration 30Q: 3 clusters Score -880050.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -880056.375000 Penalty: 2873.000244
	Iteration 31Q: 3 clusters Score -880056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -880062.812500 Penalty: 2873.000244
	Iteration 32Q: 3 clusters Score -880062.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -880063.312500 Penalty: 2873.000244
	Iteration 33Q: 3 clusters Score -880063.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -880068.812500 Penalty: 2873.000244
	Iteration 34Q: 3 clusters Score -880068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -880071.250000 Penalty: 2873.000244
	Iteration 35Q: 3 clusters Score -880071.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -880075.062500 Penalty: 2873.000244
	Iteration 36Q: 3 clusters Score -880075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -880078.125000 Penalty: 2873.000244
	Iteration 37Q: 3 clusters Score -880078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -880079.937500 Penalty: 2873.000244
	Iteration 38Q: 3 clusters Score -880079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -880080.812500 Penalty: 2873.000244
	Iteration 39Q: 3 clusters Score -880080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -880081.750000 Penalty: 2873.000244
	Iteration 40F: 3 clusters Score -880081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -880086.312500 Penalty: 2873.000244
	Iteration 41Q: 3 clusters Score -880086.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -880090.187500 Penalty: 2873.000244
	Iteration 42Q: 3 clusters Score -880090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -880095.750000 Penalty: 2873.000244
	Iteration 43Q: 3 clusters Score -880095.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -880101.562500 Penalty: 2873.000244
	Iteration 44Q: 3 clusters Score -880101.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -880107.000000 Penalty: 2873.000244
	Iteration 45Q: 3 clusters Score -880107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -880108.562500 Penalty: 2873.000244
	Iteration 46Q: 3 clusters Score -880108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -880113.875000 Penalty: 2873.000244
	Iteration 47Q: 3 clusters Score -880113.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -880114.375000 Penalty: 2873.000244
	Iteration 48Q: 3 clusters Score -880114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -880115.062500 Penalty: 2873.000244
	Iteration 49Q: 3 clusters Score -880115.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -880117.687500 Penalty: 2873.000244
	Iteration 50Q: 3 clusters Score -880117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -880119.375000 Penalty: 2873.000244
	Iteration 51Q: 3 clusters Score -880119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -880119.187500 Penalty: 2873.000244
	Iteration 52Q: 3 clusters Score -880119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -880119.437500 Penalty: 2873.000244
	Iteration 53Q: 3 clusters Score -880119.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -880119.500000 Penalty: 2873.000244
	Iteration 54Q: 3 clusters Score -880119.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -880119.500000 Penalty: 2873.000244
	Iteration 55F: 3 clusters Score -880119.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -56056.648438 Penalty: 1068.676270
	Iteration 0F: 2 clusters Score -56056.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -55168.605469 Penalty: 2137.352539
	Iteration 0F: 3 clusters Score -55168.61 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56430.703125 Penalty: 2137.352539
	Iteration 1F: 3 clusters Score -56430.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -57149.199219 Penalty: 2137.352539
	Iteration 2F: 3 clusters Score -57149.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -57400.726562 Penalty: 2137.352539
	Iteration 3Q: 3 clusters Score -57400.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -57565.355469 Penalty: 2137.352539
	Iteration 4Q: 3 clusters Score -57565.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -57622.085938 Penalty: 2137.352539
	Iteration 5Q: 3 clusters Score -57622.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -57648.312500 Penalty: 2137.352539
	Iteration 6Q: 3 clusters Score -57648.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -57666.988281 Penalty: 2137.352539
	Iteration 7Q: 3 clusters Score -57666.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -57681.117188 Penalty: 2137.352539
	Iteration 8Q: 3 clusters Score -57681.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -57684.460938 Penalty: 2137.352539
	Iteration 9Q: 3 clusters Score -57684.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57689.972656 Penalty: 2137.352539
	Iteration 10Q: 3 clusters Score -57689.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57708.527344 Penalty: 2137.352539
	Iteration 11F: 3 clusters Score -57708.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -57911.429688 Penalty: 2137.352539
	Iteration 12Q: 3 clusters Score -57911.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57960.367188 Penalty: 2137.352539
	Iteration 13Q: 3 clusters Score -57960.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58024.105469 Penalty: 2137.352539
	Iteration 14Q: 3 clusters Score -58024.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -58079.492188 Penalty: 2137.352539
	Iteration 15Q: 3 clusters Score -58079.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -58136.945312 Penalty: 2137.352539
	Iteration 16Q: 3 clusters Score -58136.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -58213.351562 Penalty: 2137.352539
	Iteration 17Q: 3 clusters Score -58213.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58253.738281 Penalty: 2137.352539
	Iteration 18Q: 3 clusters Score -58253.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58310.687500 Penalty: 2137.352539
	Iteration 19Q: 3 clusters Score -58310.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58379.347656 Penalty: 2137.352539
	Iteration 20F: 3 clusters Score -58379.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58432.468750 Penalty: 2137.352539
	Iteration 21Q: 3 clusters Score -58432.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -58442.312500 Penalty: 2137.352539
	Iteration 22Q: 3 clusters Score -58442.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -58445.949219 Penalty: 2137.352539
	Iteration 23Q: 3 clusters Score -58445.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58447.984375 Penalty: 2137.352539
	Iteration 24Q: 3 clusters Score -58447.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58447.984375 Penalty: 2137.352539
	Iteration 25F: 3 clusters Score -58447.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 3 contains 16225 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 31528 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Mstep: Class 24 contains 207 members 
Mstep: Class 25 contains 507 members 
Mstep: Class 26 contains 2474 members 
Mstep: Class 27 contains 450 members 
Entering Unmasked Estep 
Score: -59745416.000000 Penalty: 57374.648438
Splitting cluster 21 changes total score from -59737216.000000 to -59745416.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -294494.406250 Penalty: 1257.858032
	Iteration 0F: 2 clusters Score -294494.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -292191.375000 Penalty: 2515.716064
	Iteration 0F: 3 clusters Score -292191.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -292688.000000 Penalty: 2515.716064
	Iteration 1F: 3 clusters Score -292688 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -292821.937500 Penalty: 2515.716064
	Iteration 2F: 3 clusters Score -292821.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -292884.437500 Penalty: 2515.716064
	Iteration 3Q: 3 clusters Score -292884.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -292937.468750 Penalty: 2515.716064
	Iteration 4Q: 3 clusters Score -292937.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -292972.468750 Penalty: 2515.716064
	Iteration 5Q: 3 clusters Score -292972.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -292998.062500 Penalty: 2515.716064
	Iteration 6Q: 3 clusters Score -292998.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -293012.406250 Penalty: 2515.716064
	Iteration 7Q: 3 clusters Score -293012.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293029.843750 Penalty: 2515.716064
	Iteration 8Q: 3 clusters Score -293029.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -293050.187500 Penalty: 2515.716064
	Iteration 9Q: 3 clusters Score -293050.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -293062.718750 Penalty: 2515.716064
	Iteration 10Q: 3 clusters Score -293062.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -293077.343750 Penalty: 2515.716064
	Iteration 11Q: 3 clusters Score -293077.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -293089.250000 Penalty: 2515.716064
	Iteration 12Q: 3 clusters Score -293089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -293098.093750 Penalty: 2515.716064
	Iteration 13Q: 3 clusters Score -293098.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -293102.406250 Penalty: 2515.716064
	Iteration 14Q: 3 clusters Score -293102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -293105.406250 Penalty: 2515.716064
	Iteration 15Q: 3 clusters Score -293105.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -293111.593750 Penalty: 2515.716064
	Iteration 16Q: 3 clusters Score -293111.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -293114.687500 Penalty: 2515.716064
	Iteration 17Q: 3 clusters Score -293114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -293117.375000 Penalty: 2515.716064
	Iteration 18Q: 3 clusters Score -293117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293119.625000 Penalty: 2515.716064
	Iteration 19Q: 3 clusters Score -293119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293121.093750 Penalty: 2515.716064
	Iteration 20F: 3 clusters Score -293121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -293123.156250 Penalty: 2515.716064
	Iteration 21Q: 3 clusters Score -293123.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -293126.000000 Penalty: 2515.716064
	Iteration 22Q: 3 clusters Score -293126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -293127.156250 Penalty: 2515.716064
	Iteration 23Q: 3 clusters Score -293127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -293128.156250 Penalty: 2515.716064
	Iteration 24Q: 3 clusters Score -293128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -293128.843750 Penalty: 2515.716064
	Iteration 25Q: 3 clusters Score -293128.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -293129.093750 Penalty: 2515.716064
	Iteration 26Q: 3 clusters Score -293129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -293130.031250 Penalty: 2515.716064
	Iteration 27Q: 3 clusters Score -293130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -293130.906250 Penalty: 2515.716064
	Iteration 28Q: 3 clusters Score -293130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -293132.062500 Penalty: 2515.716064
	Iteration 29Q: 3 clusters Score -293132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -293132.906250 Penalty: 2515.716064
	Iteration 30Q: 3 clusters Score -293132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -293133.562500 Penalty: 2515.716064
	Iteration 31Q: 3 clusters Score -293133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -293135.375000 Penalty: 2515.716064
	Iteration 32Q: 3 clusters Score -293135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -293136.156250 Penalty: 2515.716064
	Iteration 33Q: 3 clusters Score -293136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -293137.968750 Penalty: 2515.716064
	Iteration 34Q: 3 clusters Score -293138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -293138.343750 Penalty: 2515.716064
	Iteration 35Q: 3 clusters Score -293138.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -293138.843750 Penalty: 2515.716064
	Iteration 36Q: 3 clusters Score -293138.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -293139.531250 Penalty: 2515.716064
	Iteration 37Q: 3 clusters Score -293139.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -293139.531250 Penalty: 2515.716064
	Iteration 38F: 3 clusters Score -293139.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Entering Unmasked Estep 
Score: -226004.156250 Penalty: 1219.553101
	Iteration 0F: 2 clusters Score -226004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -224009.875000 Penalty: 2439.106201
	Iteration 0F: 3 clusters Score -224009.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -224366.093750 Penalty: 2439.106201
	Iteration 1F: 3 clusters Score -224366.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224463.031250 Penalty: 2439.106201
	Iteration 2F: 3 clusters Score -224463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -224505.000000 Penalty: 2439.106201
	Iteration 3Q: 3 clusters Score -224505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -224534.953125 Penalty: 2439.106201
	Iteration 4Q: 3 clusters Score -224535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -224551.343750 Penalty: 2439.106201
	Iteration 5Q: 3 clusters Score -224551.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -224561.203125 Penalty: 2439.106201
	Iteration 6Q: 3 clusters Score -224561.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -224571.296875 Penalty: 2439.106201
	Iteration 7Q: 3 clusters Score -224571.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224580.406250 Penalty: 2439.106201
	Iteration 8Q: 3 clusters Score -224580.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -224589.390625 Penalty: 2439.106201
	Iteration 9Q: 3 clusters Score -224589.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -224595.531250 Penalty: 2439.106201
	Iteration 10Q: 3 clusters Score -224595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224602.578125 Penalty: 2439.106201
	Iteration 11Q: 3 clusters Score -224602.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -224606.656250 Penalty: 2439.106201
	Iteration 12Q: 3 clusters Score -224606.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -224612.968750 Penalty: 2439.106201
	Iteration 13Q: 3 clusters Score -224613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -224615.968750 Penalty: 2439.106201
	Iteration 14Q: 3 clusters Score -224616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -224618.593750 Penalty: 2439.106201
	Iteration 15Q: 3 clusters Score -224618.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -224621.203125 Penalty: 2439.106201
	Iteration 16Q: 3 clusters Score -224621.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -224624.546875 Penalty: 2439.106201
	Iteration 17Q: 3 clusters Score -224624.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224625.937500 Penalty: 2439.106201
	Iteration 18Q: 3 clusters Score -224625.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224628.296875 Penalty: 2439.106201
	Iteration 19Q: 3 clusters Score -224628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -224629.359375 Penalty: 2439.106201
	Iteration 20F: 3 clusters Score -224629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224631.468750 Penalty: 2439.106201
	Iteration 21Q: 3 clusters Score -224631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -224633.687500 Penalty: 2439.106201
	Iteration 22Q: 3 clusters Score -224633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224636.046875 Penalty: 2439.106201
	Iteration 23Q: 3 clusters Score -224636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224637.125000 Penalty: 2439.106201
	Iteration 24Q: 3 clusters Score -224637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224639.453125 Penalty: 2439.106201
	Iteration 25Q: 3 clusters Score -224639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224645.421875 Penalty: 2439.106201
	Iteration 26Q: 3 clusters Score -224645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224648.156250 Penalty: 2439.106201
	Iteration 27Q: 3 clusters Score -224648.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -224650.500000 Penalty: 2439.106201
	Iteration 28Q: 3 clusters Score -224650.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224652.062500 Penalty: 2439.106201
	Iteration 29Q: 3 clusters Score -224652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -224653.843750 Penalty: 2439.106201
	Iteration 30Q: 3 clusters Score -224653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -224654.703125 Penalty: 2439.106201
	Iteration 31Q: 3 clusters Score -224654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -224655.968750 Penalty: 2439.106201
	Iteration 32Q: 3 clusters Score -224656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -224659.000000 Penalty: 2439.106201
	Iteration 33Q: 3 clusters Score -224659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -224663.078125 Penalty: 2439.106201
	Iteration 34Q: 3 clusters Score -224663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -224667.359375 Penalty: 2439.106201
	Iteration 35Q: 3 clusters Score -224667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -224673.062500 Penalty: 2439.106201
	Iteration 36Q: 3 clusters Score -224673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224674.656250 Penalty: 2439.106201
	Iteration 37Q: 3 clusters Score -224674.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224675.140625 Penalty: 2439.106201
	Iteration 38Q: 3 clusters Score -224675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224675.140625 Penalty: 2439.106201
	Iteration 39F: 3 clusters Score -224675.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 94230 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 102988 members 
Mstep: Class 6 contains 5300 members 
Mstep: Class 8 contains 7304 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 79746 members 
Mstep: Class 13 contains 1465 members 
Mstep: Class 14 contains 8074 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 31528 members 
Mstep: Class 18 contains 55655 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 21 contains 268 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 969.516907 but Gain 2124.984375
Score: -59751424.000000 Penalty: 55249.664062
Iteration 39Q: 27 clusters Score -5.975142e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 94088 members 
Mstep: Class 3 contains 15742 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 104299 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 16317 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 813 members 
Mstep: Class 12 contains 79699 members 
Mstep: Class 13 contains 1423 members 
Mstep: Class 14 contains 8034 members 
Mstep: Class 15 contains 16735 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 31865 members 
Mstep: Class 18 contains 53912 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 263 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 1748 members 
Mstep: Class 24 contains 200 members 
Mstep: Class 26 contains 2461 members 
Mstep: Class 27 contains 428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59758168.000000 Penalty: 55249.664062
Iteration 40F: 27 clusters Score -5.975817e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 93557 members 
Mstep: Class 3 contains 16147 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 105710 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 7263 members 
Mstep: Class 9 contains 17276 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 669 members 
Mstep: Class 12 contains 79651 members 
Mstep: Class 13 contains 1452 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 15 contains 16780 members 
Mstep: Class 16 contains 243 members 
Mstep: Class 17 contains 32104 members 
Mstep: Class 18 contains 52182 members 
Mstep: Class 19 contains 6213 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 233 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 205 members 
Mstep: Class 26 contains 2490 members 
Mstep: Class 27 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59761300.000000 Penalty: 55249.664062
Iteration 41Q: 27 clusters Score -5.97613e+07 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 93093 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 107086 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 18012 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 615 members 
Mstep: Class 12 contains 79672 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 32367 members 
Mstep: Class 18 contains 50628 members 
Mstep: Class 19 contains 5902 members 
Mstep: Class 20 contains 2402 members 
Mstep: Class 21 contains 227 members 
Mstep: Class 22 contains 2122 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 201 members 
Mstep: Class 26 contains 2521 members 
Mstep: Class 27 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59762692.000000 Penalty: 55249.664062
Iteration 42Q: 27 clusters Score -5.976269e+07 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 92742 members 
Mstep: Class 3 contains 16443 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 108342 members 
Mstep: Class 6 contains 4698 members 
Mstep: Class 7 contains 2451 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 18623 members 
Mstep: Class 10 contains 9322 members 
Mstep: Class 11 contains 591 members 
Mstep: Class 12 contains 79700 members 
Mstep: Class 13 contains 1360 members 
Mstep: Class 14 contains 7267 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 32679 members 
Mstep: Class 18 contains 49250 members 
Mstep: Class 19 contains 5579 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1604 members 
Mstep: Class 24 contains 196 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59763496.000000 Penalty: 55249.664062
Iteration 43Q: 27 clusters Score -5.97635e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 92390 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 109647 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 19107 members 
Mstep: Class 10 contains 9252 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 79717 members 
Mstep: Class 13 contains 1320 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 17316 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 32977 members 
Mstep: Class 18 contains 47992 members 
Mstep: Class 19 contains 5291 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 226 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1575 members 
Mstep: Class 24 contains 191 members 
Mstep: Class 26 contains 2578 members 
Mstep: Class 27 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59764216.000000 Penalty: 55249.664062
Iteration 44Q: 27 clusters Score -5.976422e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 92161 members 
Mstep: Class 3 contains 16502 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 110842 members 
Mstep: Class 6 contains 4602 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 19458 members 
Mstep: Class 10 contains 9203 members 
Mstep: Class 11 contains 578 members 
Mstep: Class 12 contains 79748 members 
Mstep: Class 13 contains 1285 members 
Mstep: Class 14 contains 6871 members 
Mstep: Class 15 contains 17454 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33271 members 
Mstep: Class 18 contains 46791 members 
Mstep: Class 19 contains 5002 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 226 members 
Mstep: Class 22 contains 1959 members 
Mstep: Class 23 contains 1544 members 
Mstep: Class 24 contains 188 members 
Mstep: Class 26 contains 2606 members 
Mstep: Class 27 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59764564.000000 Penalty: 55249.664062
Iteration 45Q: 27 clusters Score -5.976456e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 91966 members 
Mstep: Class 3 contains 16456 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 111914 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 2502 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 19794 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 79728 members 
Mstep: Class 13 contains 1253 members 
Mstep: Class 14 contains 6725 members 
Mstep: Class 15 contains 17600 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33553 members 
Mstep: Class 18 contains 45722 members 
Mstep: Class 19 contains 4747 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 227 members 
Mstep: Class 22 contains 1906 members 
Mstep: Class 23 contains 1501 members 
Mstep: Class 24 contains 186 members 
Mstep: Class 26 contains 2634 members 
Mstep: Class 27 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765100.000000 Penalty: 55249.664062
Iteration 46Q: 27 clusters Score -5.97651e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 91857 members 
Mstep: Class 3 contains 16434 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 112847 members 
Mstep: Class 6 contains 4630 members 
Mstep: Class 7 contains 2507 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 20052 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 79684 members 
Mstep: Class 13 contains 1224 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 17743 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33791 members 
Mstep: Class 18 contains 44723 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 228 members 
Mstep: Class 22 contains 1860 members 
Mstep: Class 23 contains 1467 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 26 contains 2660 members 
Mstep: Class 27 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765312.000000 Penalty: 55249.664062
Iteration 47Q: 27 clusters Score -5.976531e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 91822 members 
Mstep: Class 3 contains 16373 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 113642 members 
Mstep: Class 6 contains 4651 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 573 members 
Mstep: Class 12 contains 79676 members 
Mstep: Class 13 contains 1185 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 17914 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33993 members 
Mstep: Class 18 contains 43784 members 
Mstep: Class 19 contains 4329 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 229 members 
Mstep: Class 22 contains 1818 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 182 members 
Mstep: Class 26 contains 2686 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765180.000000 Penalty: 55249.664062
Iteration 48Q: 27 clusters Score -5.976518e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 91821 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 114350 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 2509 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 20434 members 
Mstep: Class 10 contains 9041 members 
Mstep: Class 11 contains 571 members 
Mstep: Class 12 contains 79698 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 6553 members 
Mstep: Class 15 contains 18078 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34162 members 
Mstep: Class 18 contains 42897 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1787 members 
Mstep: Class 23 contains 1402 members 
Mstep: Class 24 contains 180 members 
Mstep: Class 26 contains 2708 members 
Mstep: Class 27 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765488.000000 Penalty: 55249.664062
Iteration 49Q: 27 clusters Score -5.976549e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 91850 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 114988 members 
Mstep: Class 6 contains 4672 members 
Mstep: Class 7 contains 2505 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 20588 members 
Mstep: Class 10 contains 9017 members 
Mstep: Class 11 contains 563 members 
Mstep: Class 12 contains 79731 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 6524 members 
Mstep: Class 15 contains 18218 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34324 members 
Mstep: Class 18 contains 42065 members 
Mstep: Class 19 contains 4000 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1762 members 
Mstep: Class 23 contains 1377 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 26 contains 2723 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765396.000000 Penalty: 55249.664062
Iteration 50Q: 27 clusters Score -5.97654e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 91918 members 
Mstep: Class 3 contains 16131 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 115526 members 
Mstep: Class 6 contains 4696 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 7213 members 
Mstep: Class 9 contains 20692 members 
Mstep: Class 10 contains 9006 members 
Mstep: Class 11 contains 553 members 
Mstep: Class 12 contains 79785 members 
Mstep: Class 13 contains 1110 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 18341 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34482 members 
Mstep: Class 18 contains 41297 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 1361 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 26 contains 2745 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765460.000000 Penalty: 55249.664062
Iteration 51Q: 27 clusters Score -5.976546e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 92036 members 
Mstep: Class 3 contains 16061 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 116025 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 20781 members 
Mstep: Class 10 contains 8991 members 
Mstep: Class 11 contains 548 members 
Mstep: Class 12 contains 79828 members 
Mstep: Class 13 contains 1104 members 
Mstep: Class 14 contains 6454 members 
Mstep: Class 15 contains 18458 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34622 members 
Mstep: Class 18 contains 40534 members 
Mstep: Class 19 contains 3696 members 
Mstep: Class 20 contains 2781 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 1346 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 26 contains 2778 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765368.000000 Penalty: 55249.664062
Iteration 52Q: 27 clusters Score -5.976537e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 92169 members 
Mstep: Class 3 contains 16002 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 116474 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 20854 members 
Mstep: Class 10 contains 8971 members 
Mstep: Class 11 contains 545 members 
Mstep: Class 12 contains 79870 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 15 contains 18566 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34754 members 
Mstep: Class 18 contains 39787 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 26 contains 2818 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765208.000000 Penalty: 55249.664062
Iteration 53Q: 27 clusters Score -5.976521e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 92342 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 116863 members 
Mstep: Class 6 contains 4779 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 20920 members 
Mstep: Class 10 contains 8957 members 
Mstep: Class 11 contains 543 members 
Mstep: Class 12 contains 79903 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6422 members 
Mstep: Class 15 contains 18671 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34867 members 
Mstep: Class 18 contains 39071 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1632 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765480.000000 Penalty: 55249.664062
Iteration 54Q: 27 clusters Score -5.976548e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 92548 members 
Mstep: Class 3 contains 15908 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 117244 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 20984 members 
Mstep: Class 10 contains 8942 members 
Mstep: Class 11 contains 541 members 
Mstep: Class 12 contains 79935 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6390 members 
Mstep: Class 15 contains 18779 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34963 members 
Mstep: Class 18 contains 38363 members 
Mstep: Class 19 contains 3295 members 
Mstep: Class 20 contains 2840 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1607 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 26 contains 2925 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765372.000000 Penalty: 55249.664062
Iteration 55Q: 27 clusters Score -5.976537e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 92819 members 
Mstep: Class 3 contains 15859 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 117599 members 
Mstep: Class 6 contains 4822 members 
Mstep: Class 7 contains 2519 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 21046 members 
Mstep: Class 10 contains 8933 members 
Mstep: Class 11 contains 538 members 
Mstep: Class 12 contains 79956 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6382 members 
Mstep: Class 15 contains 18880 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34976 members 
Mstep: Class 18 contains 37627 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 20 contains 2855 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 26 contains 3005 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2116.191406 but Gain 2124.988281
Score: -59765220.000000 Penalty: 53124.675781
Iteration 56Q: 26 clusters Score -5.976522e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 93468 members 
Mstep: Class 3 contains 15822 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 117929 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 80054 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6613 members 
Mstep: Class 15 contains 19072 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 35010 members 
Mstep: Class 18 contains 36939 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 26 contains 3102 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767332.000000 Penalty: 53124.675781
Iteration 57Q: 26 clusters Score -5.976733e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 93857 members 
Mstep: Class 3 contains 15788 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 118193 members 
Mstep: Class 6 contains 4907 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 7215 members 
Mstep: Class 9 contains 21310 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 80050 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6699 members 
Mstep: Class 15 contains 19161 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34909 members 
Mstep: Class 18 contains 36171 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 24 contains 176 members 
Mstep: Class 26 contains 3216 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767556.000000 Penalty: 53124.675781
Iteration 58Q: 26 clusters Score -5.976756e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 94352 members 
Mstep: Class 3 contains 15759 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 118423 members 
Mstep: Class 6 contains 4927 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 7212 members 
Mstep: Class 9 contains 21327 members 
Mstep: Class 10 contains 9138 members 
Mstep: Class 11 contains 533 members 
Mstep: Class 12 contains 80046 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 19259 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34808 members 
Mstep: Class 18 contains 35339 members 
Mstep: Class 19 contains 3033 members 
Mstep: Class 20 contains 2912 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 26 contains 3322 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59767680.000000 Penalty: 53124.675781
Iteration 59Q: 26 clusters Score -5.976768e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 94920 members 
Mstep: Class 3 contains 15735 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 118616 members 
Mstep: Class 6 contains 4952 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7216 members 
Mstep: Class 9 contains 21331 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 80046 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 19353 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34708 members 
Mstep: Class 18 contains 34467 members 
Mstep: Class 19 contains 2993 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 230 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 26 contains 3419 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59768168.000000 Penalty: 53124.675781
Iteration 60F: 26 clusters Score -5.976817e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 95527 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 118794 members 
Mstep: Class 6 contains 4973 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 7219 members 
Mstep: Class 9 contains 21359 members 
Mstep: Class 10 contains 9152 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 80068 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6860 members 
Mstep: Class 15 contains 19409 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34541 members 
Mstep: Class 18 contains 33598 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 2950 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 1528 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 26 contains 3568 members 
Mstep: Class 27 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59768976.000000 Penalty: 53124.675781
Iteration 61Q: 26 clusters Score -5.976898e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 96177 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 118970 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 7219 members 
Mstep: Class 9 contains 21378 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 12 contains 80093 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6876 members 
Mstep: Class 15 contains 19464 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34328 members 
Mstep: Class 18 contains 32689 members 
Mstep: Class 19 contains 2920 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 243 members 
Mstep: Class 22 contains 1514 members 
Mstep: Class 24 contains 173 members 
Mstep: Class 26 contains 3785 members 
Mstep: Class 27 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769416.000000 Penalty: 53124.675781
Iteration 62Q: 26 clusters Score -5.976942e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 96810 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 737 members 
Mstep: Class 5 contains 119166 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 21395 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 532 members 
Mstep: Class 12 contains 80152 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6903 members 
Mstep: Class 15 contains 19519 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 34125 members 
Mstep: Class 18 contains 31743 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 240 members 
Mstep: Class 22 contains 1498 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 26 contains 4022 members 
Mstep: Class 27 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769728.000000 Penalty: 53124.675781
Iteration 63Q: 26 clusters Score -5.976973e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 97473 members 
Mstep: Class 3 contains 15686 members 
Mstep: Class 4 contains 738 members 
Mstep: Class 5 contains 119339 members 
Mstep: Class 6 contains 5028 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 21411 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 528 members 
Mstep: Class 12 contains 80204 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6914 members 
Mstep: Class 15 contains 19565 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33909 members 
Mstep: Class 18 contains 30811 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 239 members 
Mstep: Class 22 contains 1477 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 4282 members 
Mstep: Class 27 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770168.000000 Penalty: 53124.675781
Iteration 64Q: 26 clusters Score -5.977017e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 98178 members 
Mstep: Class 3 contains 15676 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 119487 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 7219 members 
Mstep: Class 9 contains 21422 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 524 members 
Mstep: Class 12 contains 80255 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6935 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33717 members 
Mstep: Class 18 contains 29868 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 3001 members 
Mstep: Class 21 contains 236 members 
Mstep: Class 22 contains 1450 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770280.000000 Penalty: 53124.675781
Iteration 65Q: 26 clusters Score -5.977028e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 98905 members 
Mstep: Class 3 contains 15670 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 119618 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 21429 members 
Mstep: Class 10 contains 9050 members 
Mstep: Class 11 contains 522 members 
Mstep: Class 12 contains 80287 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6942 members 
Mstep: Class 15 contains 19655 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33534 members 
Mstep: Class 18 contains 28925 members 
Mstep: Class 19 contains 2772 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 21 contains 236 members 
Mstep: Class 22 contains 1433 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 4764 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770608.000000 Penalty: 53124.675781
Iteration 66Q: 26 clusters Score -5.977061e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 99636 members 
Mstep: Class 3 contains 15667 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 119786 members 
Mstep: Class 6 contains 5070 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 21440 members 
Mstep: Class 10 contains 9036 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 80329 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6967 members 
Mstep: Class 15 contains 19696 members 
Mstep: Class 16 contains 242 members 
Mstep: Class 17 contains 33347 members 
Mstep: Class 18 contains 27927 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 20 contains 3023 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1406 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770832.000000 Penalty: 53124.675781
Iteration 67Q: 26 clusters Score -5.977083e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 100475 members 
Mstep: Class 3 contains 15668 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 119947 members 
Mstep: Class 6 contains 5081 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 519 members 
Mstep: Class 12 contains 80365 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6986 members 
Mstep: Class 15 contains 19734 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 33160 members 
Mstep: Class 18 contains 26883 members 
Mstep: Class 19 contains 2711 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5184 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771096.000000 Penalty: 53124.675781
Iteration 68Q: 26 clusters Score -5.97711e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 101285 members 
Mstep: Class 3 contains 15670 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 120109 members 
Mstep: Class 6 contains 5099 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 7203 members 
Mstep: Class 9 contains 21462 members 
Mstep: Class 10 contains 8980 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80418 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6997 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 33011 members 
Mstep: Class 18 contains 25838 members 
Mstep: Class 19 contains 2681 members 
Mstep: Class 20 contains 3043 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5380 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771592.000000 Penalty: 53124.675781
Iteration 69Q: 26 clusters Score -5.977159e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 102108 members 
Mstep: Class 3 contains 15663 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 120281 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 21491 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80474 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32872 members 
Mstep: Class 18 contains 24782 members 
Mstep: Class 19 contains 2657 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1321 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771884.000000 Penalty: 53124.675781
Iteration 70Q: 26 clusters Score -5.977188e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 102966 members 
Mstep: Class 3 contains 15659 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 120444 members 
Mstep: Class 6 contains 5129 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 7201 members 
Mstep: Class 9 contains 21500 members 
Mstep: Class 10 contains 8980 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80501 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7027 members 
Mstep: Class 15 contains 19802 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32749 members 
Mstep: Class 18 contains 23745 members 
Mstep: Class 19 contains 2642 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1300 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5616 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771960.000000 Penalty: 53124.675781
Iteration 71Q: 26 clusters Score -5.977196e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 103798 members 
Mstep: Class 3 contains 15659 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 120606 members 
Mstep: Class 6 contains 5138 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 21528 members 
Mstep: Class 10 contains 8972 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80541 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 15 contains 19831 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32632 members 
Mstep: Class 18 contains 22719 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5716 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772340.000000 Penalty: 53124.675781
Iteration 72Q: 26 clusters Score -5.977234e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 104558 members 
Mstep: Class 3 contains 15660 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 120849 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7198 members 
Mstep: Class 9 contains 21540 members 
Mstep: Class 10 contains 8968 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80606 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 19865 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32517 members 
Mstep: Class 18 contains 21671 members 
Mstep: Class 19 contains 2603 members 
Mstep: Class 20 contains 3052 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5799 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772344.000000 Penalty: 53124.675781
Iteration 73Q: 26 clusters Score -5.977234e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 105267 members 
Mstep: Class 3 contains 15645 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 121124 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7194 members 
Mstep: Class 9 contains 21564 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80696 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 19890 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32407 members 
Mstep: Class 18 contains 20610 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5868 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772704.000000 Penalty: 53124.675781
Iteration 74Q: 26 clusters Score -5.97727e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 105894 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 121410 members 
Mstep: Class 6 contains 5175 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 7192 members 
Mstep: Class 9 contains 21568 members 
Mstep: Class 10 contains 8965 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80825 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7059 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32273 members 
Mstep: Class 18 contains 19573 members 
Mstep: Class 19 contains 2586 members 
Mstep: Class 20 contains 3057 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772956.000000 Penalty: 53124.675781
Iteration 75Q: 26 clusters Score -5.977296e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 106408 members 
Mstep: Class 3 contains 15638 members 
Mstep: Class 4 contains 733 members 
Mstep: Class 5 contains 121756 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 21593 members 
Mstep: Class 10 contains 8951 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 80985 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7069 members 
Mstep: Class 15 contains 19941 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32149 members 
Mstep: Class 18 contains 18603 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 3061 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773208.000000 Penalty: 53124.675781
Iteration 76Q: 26 clusters Score -5.977321e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 106805 members 
Mstep: Class 3 contains 15619 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 122079 members 
Mstep: Class 6 contains 5211 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7190 members 
Mstep: Class 9 contains 21608 members 
Mstep: Class 10 contains 8944 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81132 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7072 members 
Mstep: Class 15 contains 19965 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 32037 members 
Mstep: Class 18 contains 17785 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 6024 members 
Mstep: Class 27 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773340.000000 Penalty: 53124.675781
Iteration 77Q: 26 clusters Score -5.977334e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 107014 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 122442 members 
Mstep: Class 6 contains 5223 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 21630 members 
Mstep: Class 10 contains 8941 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81268 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 19988 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 31956 members 
Mstep: Class 18 contains 17124 members 
Mstep: Class 19 contains 2558 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 6057 members 
Mstep: Class 27 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773500.000000 Penalty: 53124.675781
Iteration 78Q: 26 clusters Score -5.97735e+07 nChanged 1671
Entering ConstructFrom: 
Score: -59773500.000000 Penalty: 53124.675781
Entering ConstructFrom: 
Trying to split cluster 1 (13312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Entering Unmasked Estep 
Score: -1675257.875000 Penalty: 1543.168335
	Iteration 0F: 2 clusters Score -1675258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1665971.875000 Penalty: 3086.336670
	Iteration 0F: 3 clusters Score -1665972 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1669446.875000 Penalty: 3086.336670
	Iteration 1F: 3 clusters Score -1669447 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1669999.625000 Penalty: 3086.336670
	Iteration 2F: 3 clusters Score -1670000 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1670553.500000 Penalty: 3086.336670
	Iteration 3F: 3 clusters Score -1670554 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1671159.125000 Penalty: 3086.336670
	Iteration 4F: 3 clusters Score -1671159 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1671822.750000 Penalty: 3086.336670
	Iteration 5F: 3 clusters Score -1671823 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1672472.125000 Penalty: 3086.336670
	Iteration 6F: 3 clusters Score -1672472 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1673018.750000 Penalty: 3086.336670
	Iteration 7Q: 3 clusters Score -1673019 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1673462.250000 Penalty: 3086.336670
	Iteration 8Q: 3 clusters Score -1673462 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1673731.875000 Penalty: 3086.336670
	Iteration 9Q: 3 clusters Score -1673732 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1673892.750000 Penalty: 3086.336670
	Iteration 10Q: 3 clusters Score -1673893 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1674000.875000 Penalty: 3086.336670
	Iteration 11Q: 3 clusters Score -1674001 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1674105.375000 Penalty: 3086.336670
	Iteration 12Q: 3 clusters Score -1674105 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1674181.750000 Penalty: 3086.336670
	Iteration 13Q: 3 clusters Score -1674182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1674237.250000 Penalty: 3086.336670
	Iteration 14Q: 3 clusters Score -1674237 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1674293.375000 Penalty: 3086.336670
	Iteration 15Q: 3 clusters Score -1674293 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1674339.125000 Penalty: 3086.336670
	Iteration 16Q: 3 clusters Score -1674339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1674380.625000 Penalty: 3086.336670
	Iteration 17Q: 3 clusters Score -1674381 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1674419.625000 Penalty: 3086.336670
	Iteration 18Q: 3 clusters Score -1674420 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1674454.625000 Penalty: 3086.336670
	Iteration 19Q: 3 clusters Score -1674455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1674478.125000 Penalty: 3086.336670
	Iteration 20F: 3 clusters Score -1674478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1674495.000000 Penalty: 3086.336670
	Iteration 21Q: 3 clusters Score -1674495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1674512.375000 Penalty: 3086.336670
	Iteration 22Q: 3 clusters Score -1674512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1674526.625000 Penalty: 3086.336670
	Iteration 23Q: 3 clusters Score -1674527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1674533.500000 Penalty: 3086.336670
	Iteration 24Q: 3 clusters Score -1674534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1674545.500000 Penalty: 3086.336670
	Iteration 25Q: 3 clusters Score -1674546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1674549.375000 Penalty: 3086.336670
	Iteration 26Q: 3 clusters Score -1674549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1674557.125000 Penalty: 3086.336670
	Iteration 27Q: 3 clusters Score -1674557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1674558.125000 Penalty: 3086.336670
	Iteration 28Q: 3 clusters Score -1674558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1674559.250000 Penalty: 3086.336670
	Iteration 29Q: 3 clusters Score -1674559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1674561.500000 Penalty: 3086.336670
	Iteration 30Q: 3 clusters Score -1674562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1674562.875000 Penalty: 3086.336670
	Iteration 31Q: 3 clusters Score -1674563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1674563.875000 Penalty: 3086.336670
	Iteration 32Q: 3 clusters Score -1674564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1674566.750000 Penalty: 3086.336670
	Iteration 33Q: 3 clusters Score -1674567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1674566.625000 Penalty: 3086.336670
	Iteration 34Q: 3 clusters Score -1674567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1674567.500000 Penalty: 3086.336670
	Iteration 35Q: 3 clusters Score -1674568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1674568.375000 Penalty: 3086.336670
	Iteration 36Q: 3 clusters Score -1674568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1674568.500000 Penalty: 3086.336670
	Iteration 37Q: 3 clusters Score -1674568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1674571.500000 Penalty: 3086.336670
	Iteration 38Q: 3 clusters Score -1674572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1674572.875000 Penalty: 3086.336670
	Iteration 39Q: 3 clusters Score -1674573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1674572.875000 Penalty: 3086.336670
	Iteration 40F: 3 clusters Score -1674573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107196 members 
Entering Unmasked Estep 
Score: -13758967.000000 Penalty: 1882.142334
	Iteration 0F: 2 clusters Score -1.375897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -13689553.000000 Penalty: 3764.284668
	Iteration 0F: 3 clusters Score -1.368955e+07 nChanged 51315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55877 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -13720002.000000 Penalty: 3764.284668
	Iteration 1F: 3 clusters Score -1.372e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -13721147.000000 Penalty: 3764.284668
	Iteration 2Q: 3 clusters Score -1.372115e+07 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -13722557.000000 Penalty: 3764.284668
	Iteration 3Q: 3 clusters Score -1.372256e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -13724783.000000 Penalty: 3764.284668
	Iteration 4Q: 3 clusters Score -1.372478e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -13727787.000000 Penalty: 3764.284668
	Iteration 5F: 3 clusters Score -1.372779e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -13731982.000000 Penalty: 3764.284668
	Iteration 6F: 3 clusters Score -1.373198e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -13737167.000000 Penalty: 3764.284668
	Iteration 7F: 3 clusters Score -1.373717e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -13742837.000000 Penalty: 3764.284668
	Iteration 8F: 3 clusters Score -1.374284e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89254 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -13748704.000000 Penalty: 3764.284668
	Iteration 9F: 3 clusters Score -1.37487e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -13753401.000000 Penalty: 3764.284668
	Iteration 10Q: 3 clusters Score -1.37534e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -13755866.000000 Penalty: 3764.284668
	Iteration 11Q: 3 clusters Score -1.375587e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92633 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -13756846.000000 Penalty: 3764.284668
	Iteration 12Q: 3 clusters Score -1.375685e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -13757397.000000 Penalty: 3764.284668
	Iteration 13Q: 3 clusters Score -1.37574e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -13757757.000000 Penalty: 3764.284668
	Iteration 14Q: 3 clusters Score -1.375776e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -13757981.000000 Penalty: 3764.284668
	Iteration 15Q: 3 clusters Score -1.375798e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -13758271.000000 Penalty: 3764.284668
	Iteration 16Q: 3 clusters Score -1.375827e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92528 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -13758416.000000 Penalty: 3764.284668
	Iteration 17Q: 3 clusters Score -1.375842e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92290 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -13758572.000000 Penalty: 3764.284668
	Iteration 18Q: 3 clusters Score -1.375857e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -13758684.000000 Penalty: 3764.284668
	Iteration 19Q: 3 clusters Score -1.375868e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -13758760.000000 Penalty: 3764.284668
	Iteration 20F: 3 clusters Score -1.375876e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -13758836.000000 Penalty: 3764.284668
	Iteration 21Q: 3 clusters Score -1.375884e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -13758946.000000 Penalty: 3764.284668
	Iteration 22Q: 3 clusters Score -1.375895e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -13759102.000000 Penalty: 3764.284668
	Iteration 23Q: 3 clusters Score -1.37591e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -13759244.000000 Penalty: 3764.284668
	Iteration 24Q: 3 clusters Score -1.375924e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -13759394.000000 Penalty: 3764.284668
	Iteration 25Q: 3 clusters Score -1.375939e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -13759554.000000 Penalty: 3764.284668
	Iteration 26Q: 3 clusters Score -1.375955e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -13759677.000000 Penalty: 3764.284668
	Iteration 27Q: 3 clusters Score -1.375968e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88419 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -13759871.000000 Penalty: 3764.284668
	Iteration 28Q: 3 clusters Score -1.375987e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -13760025.000000 Penalty: 3764.284668
	Iteration 29Q: 3 clusters Score -1.376002e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -13760116.000000 Penalty: 3764.284668
	Iteration 30Q: 3 clusters Score -1.376012e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87106 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -13760190.000000 Penalty: 3764.284668
	Iteration 31Q: 3 clusters Score -1.376019e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86668 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -13760243.000000 Penalty: 3764.284668
	Iteration 32Q: 3 clusters Score -1.376024e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -13760383.000000 Penalty: 3764.284668
	Iteration 33Q: 3 clusters Score -1.376038e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -13760495.000000 Penalty: 3764.284668
	Iteration 34Q: 3 clusters Score -1.37605e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -13760570.000000 Penalty: 3764.284668
	Iteration 35Q: 3 clusters Score -1.376057e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84809 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -13760675.000000 Penalty: 3764.284668
	Iteration 36Q: 3 clusters Score -1.376068e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84414 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -13760733.000000 Penalty: 3764.284668
	Iteration 37Q: 3 clusters Score -1.376073e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -13760775.000000 Penalty: 3764.284668
	Iteration 38Q: 3 clusters Score -1.376078e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -13760759.000000 Penalty: 3764.284668
	Iteration 39Q: 3 clusters Score -1.376076e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -13760824.000000 Penalty: 3764.284668
	Iteration 40F: 3 clusters Score -1.376082e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83262 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -13760866.000000 Penalty: 3764.284668
	Iteration 41Q: 3 clusters Score -1.376087e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -13760890.000000 Penalty: 3764.284668
	Iteration 42Q: 3 clusters Score -1.376089e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -13760901.000000 Penalty: 3764.284668
	Iteration 43Q: 3 clusters Score -1.37609e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -13760977.000000 Penalty: 3764.284668
	Iteration 44Q: 3 clusters Score -1.376098e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82430 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -13760989.000000 Penalty: 3764.284668
	Iteration 45Q: 3 clusters Score -1.376099e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -13760998.000000 Penalty: 3764.284668
	Iteration 46Q: 3 clusters Score -1.3761e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -13761006.000000 Penalty: 3764.284668
	Iteration 47Q: 3 clusters Score -1.376101e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -13761013.000000 Penalty: 3764.284668
	Iteration 48Q: 3 clusters Score -1.376101e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81769 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -13761036.000000 Penalty: 3764.284668
	Iteration 49Q: 3 clusters Score -1.376104e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -13761036.000000 Penalty: 3764.284668
	Iteration 50Q: 3 clusters Score -1.376104e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -13761023.000000 Penalty: 3764.284668
	Iteration 51Q: 3 clusters Score -1.376102e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -13761061.000000 Penalty: 3764.284668
	Iteration 52Q: 3 clusters Score -1.376106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -13761044.000000 Penalty: 3764.284668
	Iteration 53Q: 3 clusters Score -1.376104e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81236 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -13761047.000000 Penalty: 3764.284668
	Iteration 54Q: 3 clusters Score -1.376105e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81128 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -13761039.000000 Penalty: 3764.284668
	Iteration 55Q: 3 clusters Score -1.376104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -13761061.000000 Penalty: 3764.284668
	Iteration 56Q: 3 clusters Score -1.376106e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80937 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -13761039.000000 Penalty: 3764.284668
	Iteration 57Q: 3 clusters Score -1.376104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80851 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -13761045.000000 Penalty: 3764.284668
	Iteration 58Q: 3 clusters Score -1.376104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -13761066.000000 Penalty: 3764.284668
	Iteration 59Q: 3 clusters Score -1.376107e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -13761078.000000 Penalty: 3764.284668
	Iteration 60F: 3 clusters Score -1.376108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -13761089.000000 Penalty: 3764.284668
	Iteration 61Q: 3 clusters Score -1.376109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -13761115.000000 Penalty: 3764.284668
	Iteration 62Q: 3 clusters Score -1.376112e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -13761104.000000 Penalty: 3764.284668
	Iteration 63Q: 3 clusters Score -1.37611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -13761100.000000 Penalty: 3764.284668
	Iteration 64Q: 3 clusters Score -1.37611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -13761108.000000 Penalty: 3764.284668
	Iteration 65Q: 3 clusters Score -1.376111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -13761103.000000 Penalty: 3764.284668
	Iteration 66Q: 3 clusters Score -1.37611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -13761115.000000 Penalty: 3764.284668
	Iteration 67Q: 3 clusters Score -1.376112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -13761117.000000 Penalty: 3764.284668
	Iteration 68Q: 3 clusters Score -1.376112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -13761125.000000 Penalty: 3764.284668
	Iteration 69Q: 3 clusters Score -1.376112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -13761128.000000 Penalty: 3764.284668
	Iteration 70Q: 3 clusters Score -1.376113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80517 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -13761128.000000 Penalty: 3764.284668
	Iteration 71Q: 3 clusters Score -1.376113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -13761117.000000 Penalty: 3764.284668
	Iteration 72Q: 3 clusters Score -1.376112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -13761108.000000 Penalty: 3764.284668
	Iteration 73Q: 3 clusters Score -1.376111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -13761109.000000 Penalty: 3764.284668
	Iteration 74Q: 3 clusters Score -1.376111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -13761116.000000 Penalty: 3764.284668
	Iteration 75Q: 3 clusters Score -1.376112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -13761117.000000 Penalty: 3764.284668
	Iteration 76Q: 3 clusters Score -1.376112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80478 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -13761107.000000 Penalty: 3764.284668
	Iteration 77Q: 3 clusters Score -1.376111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80476 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -13761107.000000 Penalty: 3764.284668
	Iteration 78Q: 3 clusters Score -1.376111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -13761117.000000 Penalty: 3764.284668
	Iteration 79Q: 3 clusters Score -1.376112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -13761112.000000 Penalty: 3764.284668
	Iteration 80F: 3 clusters Score -1.376111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -13761112.000000 Penalty: 3764.284668
	Iteration 81Q: 3 clusters Score -1.376111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -13761107.000000 Penalty: 3764.284668
	Iteration 82Q: 3 clusters Score -1.376111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -13761106.000000 Penalty: 3764.284668
	Iteration 83Q: 3 clusters Score -1.376111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -13761106.000000 Penalty: 3764.284668
	Iteration 84F: 3 clusters Score -1.376111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 80465 members 
Mstep: Class 3 contains 15569 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 122748 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 21639 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81381 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 31897 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 26731 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 459 members 
Entering Unmasked Estep 
Score: -59775576.000000 Penalty: 55249.664062
Splitting cluster 2 changes total score from -59773500.000000 to -59775576.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (15569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Entering Unmasked Estep 
Score: -2020833.625000 Penalty: 1568.618530
	Iteration 0F: 2 clusters Score -2020834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2010096.750000 Penalty: 3137.237061
	Iteration 0F: 3 clusters Score -2010097 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2013671.625000 Penalty: 3137.237061
	Iteration 1F: 3 clusters Score -2013672 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2013877.125000 Penalty: 3137.237061
	Iteration 2Q: 3 clusters Score -2013877 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2014058.875000 Penalty: 3137.237061
	Iteration 3Q: 3 clusters Score -2014059 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2014211.375000 Penalty: 3137.237061
	Iteration 4Q: 3 clusters Score -2014211 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2014388.500000 Penalty: 3137.237061
	Iteration 5Q: 3 clusters Score -2014388 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2014561.250000 Penalty: 3137.237061
	Iteration 6Q: 3 clusters Score -2014561 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2014716.875000 Penalty: 3137.237061
	Iteration 7Q: 3 clusters Score -2014717 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2014882.750000 Penalty: 3137.237061
	Iteration 8Q: 3 clusters Score -2014883 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2015098.250000 Penalty: 3137.237061
	Iteration 9Q: 3 clusters Score -2015098 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2015380.000000 Penalty: 3137.237061
	Iteration 10Q: 3 clusters Score -2015380 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2015761.250000 Penalty: 3137.237061
	Iteration 11Q: 3 clusters Score -2015761 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2016249.000000 Penalty: 3137.237061
	Iteration 12F: 3 clusters Score -2016249 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2016875.125000 Penalty: 3137.237061
	Iteration 13F: 3 clusters Score -2016875 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2017549.250000 Penalty: 3137.237061
	Iteration 14F: 3 clusters Score -2017549 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2018230.125000 Penalty: 3137.237061
	Iteration 15F: 3 clusters Score -2018230 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2018765.250000 Penalty: 3137.237061
	Iteration 16Q: 3 clusters Score -2018765 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2019075.875000 Penalty: 3137.237061
	Iteration 17Q: 3 clusters Score -2019076 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2019251.625000 Penalty: 3137.237061
	Iteration 18Q: 3 clusters Score -2019252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2019329.500000 Penalty: 3137.237061
	Iteration 19Q: 3 clusters Score -2019330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2019391.000000 Penalty: 3137.237061
	Iteration 20F: 3 clusters Score -2019391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2019427.500000 Penalty: 3137.237061
	Iteration 21Q: 3 clusters Score -2019428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2019447.875000 Penalty: 3137.237061
	Iteration 22Q: 3 clusters Score -2019448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2019465.375000 Penalty: 3137.237061
	Iteration 23Q: 3 clusters Score -2019465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2019478.875000 Penalty: 3137.237061
	Iteration 24Q: 3 clusters Score -2019479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2019486.250000 Penalty: 3137.237061
	Iteration 25Q: 3 clusters Score -2019486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2019488.250000 Penalty: 3137.237061
	Iteration 26Q: 3 clusters Score -2019488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2019488.250000 Penalty: 3137.237061
	Iteration 27F: 3 clusters Score -2019488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -75738.593750 Penalty: 1071.146973
	Iteration 0F: 2 clusters Score -75738.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -74579.859375 Penalty: 2142.293945
	Iteration 0F: 3 clusters Score -74579.86 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75002.078125 Penalty: 2142.293945
	Iteration 1F: 3 clusters Score -75002.08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75174.437500 Penalty: 2142.293945
	Iteration 2F: 3 clusters Score -75174.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75258.234375 Penalty: 2142.293945
	Iteration 3F: 3 clusters Score -75258.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -75332.828125 Penalty: 2142.293945
	Iteration 4Q: 3 clusters Score -75332.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75356.070312 Penalty: 2142.293945
	Iteration 5Q: 3 clusters Score -75356.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75365.789062 Penalty: 2142.293945
	Iteration 6Q: 3 clusters Score -75365.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -75369.515625 Penalty: 2142.293945
	Iteration 7Q: 3 clusters Score -75369.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75370.515625 Penalty: 2142.293945
	Iteration 8Q: 3 clusters Score -75370.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75372.726562 Penalty: 2142.293945
	Iteration 9Q: 3 clusters Score -75372.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -75374.406250 Penalty: 2142.293945
	Iteration 10Q: 3 clusters Score -75374.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75375.609375 Penalty: 2142.293945
	Iteration 11Q: 3 clusters Score -75375.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75376.070312 Penalty: 2142.293945
	Iteration 12Q: 3 clusters Score -75376.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75376.070312 Penalty: 2142.293945
	Iteration 13F: 3 clusters Score -75376.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122748 members 
Entering Unmasked Estep 
Score: -15861991.000000 Penalty: 1904.156982
	Iteration 0F: 2 clusters Score -1.586199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -15788164.000000 Penalty: 3808.313965
	Iteration 0F: 3 clusters Score -1.578816e+07 nChanged 58784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -15822476.000000 Penalty: 3808.313965
	Iteration 1F: 3 clusters Score -1.582248e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -15823360.000000 Penalty: 3808.313965
	Iteration 2Q: 3 clusters Score -1.582336e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -15824598.000000 Penalty: 3808.313965
	Iteration 3Q: 3 clusters Score -1.58246e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -15826367.000000 Penalty: 3808.313965
	Iteration 4Q: 3 clusters Score -1.582637e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -15828961.000000 Penalty: 3808.313965
	Iteration 5Q: 3 clusters Score -1.582896e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -15833036.000000 Penalty: 3808.313965
	Iteration 6F: 3 clusters Score -1.583304e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 84925 members 
Entering Unmasked Estep 
Score: -15838350.000000 Penalty: 3808.313965
	Iteration 7F: 3 clusters Score -1.583835e+07 nChanged 7624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 91339 members 
Entering Unmasked Estep 
Score: -15843568.000000 Penalty: 3808.313965
	Iteration 8F: 3 clusters Score -1.584357e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -15847658.000000 Penalty: 3808.313965
	Iteration 9F: 3 clusters Score -1.584766e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 100819 members 
Entering Unmasked Estep 
Score: -15850626.000000 Penalty: 3808.313965
	Iteration 10Q: 3 clusters Score -1.585063e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -15852231.000000 Penalty: 3808.313965
	Iteration 11Q: 3 clusters Score -1.585223e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 106183 members 
Entering Unmasked Estep 
Score: -15853551.000000 Penalty: 3808.313965
	Iteration 12Q: 3 clusters Score -1.585355e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -15854595.000000 Penalty: 3808.313965
	Iteration 13Q: 3 clusters Score -1.58546e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 110192 members 
Entering Unmasked Estep 
Score: -15855507.000000 Penalty: 3808.313965
	Iteration 14Q: 3 clusters Score -1.585551e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -15856426.000000 Penalty: 3808.313965
	Iteration 15Q: 3 clusters Score -1.585643e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -15857058.000000 Penalty: 3808.313965
	Iteration 16Q: 3 clusters Score -1.585706e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -15857807.000000 Penalty: 3808.313965
	Iteration 17Q: 3 clusters Score -1.585781e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 116472 members 
Entering Unmasked Estep 
Score: -15858446.000000 Penalty: 3808.313965
	Iteration 18Q: 3 clusters Score -1.585845e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 117553 members 
Entering Unmasked Estep 
Score: -15858947.000000 Penalty: 3808.313965
	Iteration 19Q: 3 clusters Score -1.585895e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 118445 members 
Entering Unmasked Estep 
Score: -15859254.000000 Penalty: 3808.313965
	Iteration 20F: 3 clusters Score -1.585925e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 119164 members 
Entering Unmasked Estep 
Score: -15859513.000000 Penalty: 3808.313965
	Iteration 21Q: 3 clusters Score -1.585951e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -15859806.000000 Penalty: 3808.313965
	Iteration 22Q: 3 clusters Score -1.585981e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 120222 members 
Entering Unmasked Estep 
Score: -15859994.000000 Penalty: 3808.313965
	Iteration 23Q: 3 clusters Score -1.585999e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 120550 members 
Entering Unmasked Estep 
Score: -15860140.000000 Penalty: 3808.313965
	Iteration 24Q: 3 clusters Score -1.586014e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 120789 members 
Entering Unmasked Estep 
Score: -15860288.000000 Penalty: 3808.313965
	Iteration 25Q: 3 clusters Score -1.586029e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -15860408.000000 Penalty: 3808.313965
	Iteration 26Q: 3 clusters Score -1.586041e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 121164 members 
Entering Unmasked Estep 
Score: -15860508.000000 Penalty: 3808.313965
	Iteration 27Q: 3 clusters Score -1.586051e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -15860631.000000 Penalty: 3808.313965
	Iteration 28Q: 3 clusters Score -1.586063e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -15860737.000000 Penalty: 3808.313965
	Iteration 29Q: 3 clusters Score -1.586074e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 121392 members 
Entering Unmasked Estep 
Score: -15860817.000000 Penalty: 3808.313965
	Iteration 30Q: 3 clusters Score -1.586082e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -15860888.000000 Penalty: 3808.313965
	Iteration 31Q: 3 clusters Score -1.586089e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 121423 members 
Entering Unmasked Estep 
Score: -15860952.000000 Penalty: 3808.313965
	Iteration 32Q: 3 clusters Score -1.586095e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -15860978.000000 Penalty: 3808.313965
	Iteration 33Q: 3 clusters Score -1.586098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 121431 members 
Entering Unmasked Estep 
Score: -15861002.000000 Penalty: 3808.313965
	Iteration 34Q: 3 clusters Score -1.5861e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 121430 members 
Entering Unmasked Estep 
Score: -15861035.000000 Penalty: 3808.313965
	Iteration 35Q: 3 clusters Score -1.586104e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -15861060.000000 Penalty: 3808.313965
	Iteration 36Q: 3 clusters Score -1.586106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -15861076.000000 Penalty: 3808.313965
	Iteration 37Q: 3 clusters Score -1.586108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 121417 members 
Entering Unmasked Estep 
Score: -15861054.000000 Penalty: 3808.313965
	Iteration 38Q: 3 clusters Score -1.586105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 121415 members 
Entering Unmasked Estep 
Score: -15861073.000000 Penalty: 3808.313965
	Iteration 39Q: 3 clusters Score -1.586107e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
Score: -15861098.000000 Penalty: 3808.313965
	Iteration 40F: 3 clusters Score -1.58611e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 121378 members 
Entering Unmasked Estep 
Score: -15861124.000000 Penalty: 3808.313965
	Iteration 41Q: 3 clusters Score -1.586112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 121344 members 
Entering Unmasked Estep 
Score: -15861154.000000 Penalty: 3808.313965
	Iteration 42Q: 3 clusters Score -1.586115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 121318 members 
Entering Unmasked Estep 
Score: -15861175.000000 Penalty: 3808.313965
	Iteration 43Q: 3 clusters Score -1.586118e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 121288 members 
Entering Unmasked Estep 
Score: -15861193.000000 Penalty: 3808.313965
	Iteration 44Q: 3 clusters Score -1.586119e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 121245 members 
Entering Unmasked Estep 
Score: -15861237.000000 Penalty: 3808.313965
	Iteration 45Q: 3 clusters Score -1.586124e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -15861251.000000 Penalty: 3808.313965
	Iteration 46Q: 3 clusters Score -1.586125e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 121176 members 
Entering Unmasked Estep 
Score: -15861281.000000 Penalty: 3808.313965
	Iteration 47Q: 3 clusters Score -1.586128e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 121144 members 
Entering Unmasked Estep 
Score: -15861330.000000 Penalty: 3808.313965
	Iteration 48Q: 3 clusters Score -1.586133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 121111 members 
Entering Unmasked Estep 
Score: -15861362.000000 Penalty: 3808.313965
	Iteration 49Q: 3 clusters Score -1.586136e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -15861390.000000 Penalty: 3808.313965
	Iteration 50Q: 3 clusters Score -1.586139e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 121031 members 
Entering Unmasked Estep 
Score: -15861423.000000 Penalty: 3808.313965
	Iteration 51Q: 3 clusters Score -1.586142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -15861480.000000 Penalty: 3808.313965
	Iteration 52Q: 3 clusters Score -1.586148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 120960 members 
Entering Unmasked Estep 
Score: -15861532.000000 Penalty: 3808.313965
	Iteration 53Q: 3 clusters Score -1.586153e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 120931 members 
Entering Unmasked Estep 
Score: -15861555.000000 Penalty: 3808.313965
	Iteration 54Q: 3 clusters Score -1.586156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 120912 members 
Entering Unmasked Estep 
Score: -15861561.000000 Penalty: 3808.313965
	Iteration 55Q: 3 clusters Score -1.586156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 120898 members 
Entering Unmasked Estep 
Score: -15861555.000000 Penalty: 3808.313965
	Iteration 56Q: 3 clusters Score -1.586156e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 120887 members 
Entering Unmasked Estep 
Score: -15861566.000000 Penalty: 3808.313965
	Iteration 57Q: 3 clusters Score -1.586157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -15861597.000000 Penalty: 3808.313965
	Iteration 58Q: 3 clusters Score -1.58616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 120848 members 
Entering Unmasked Estep 
Score: -15861628.000000 Penalty: 3808.313965
	Iteration 59Q: 3 clusters Score -1.586163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 120818 members 
Entering Unmasked Estep 
Score: -15861631.000000 Penalty: 3808.313965
	Iteration 60F: 3 clusters Score -1.586163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 120794 members 
Entering Unmasked Estep 
Score: -15861648.000000 Penalty: 3808.313965
	Iteration 61Q: 3 clusters Score -1.586165e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 120760 members 
Entering Unmasked Estep 
Score: -15861668.000000 Penalty: 3808.313965
	Iteration 62Q: 3 clusters Score -1.586167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -15861703.000000 Penalty: 3808.313965
	Iteration 63Q: 3 clusters Score -1.58617e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 120700 members 
Entering Unmasked Estep 
Score: -15861724.000000 Penalty: 3808.313965
	Iteration 64Q: 3 clusters Score -1.586172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 120664 members 
Entering Unmasked Estep 
Score: -15861749.000000 Penalty: 3808.313965
	Iteration 65Q: 3 clusters Score -1.586175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 120634 members 
Entering Unmasked Estep 
Score: -15861762.000000 Penalty: 3808.313965
	Iteration 66Q: 3 clusters Score -1.586176e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 120602 members 
Entering Unmasked Estep 
Score: -15861814.000000 Penalty: 3808.313965
	Iteration 67Q: 3 clusters Score -1.586181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -15861823.000000 Penalty: 3808.313965
	Iteration 68Q: 3 clusters Score -1.586182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 120518 members 
Entering Unmasked Estep 
Score: -15861860.000000 Penalty: 3808.313965
	Iteration 69Q: 3 clusters Score -1.586186e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -15861869.000000 Penalty: 3808.313965
	Iteration 70Q: 3 clusters Score -1.586187e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 120407 members 
Entering Unmasked Estep 
Score: -15861897.000000 Penalty: 3808.313965
	Iteration 71Q: 3 clusters Score -1.58619e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 120354 members 
Entering Unmasked Estep 
Score: -15861926.000000 Penalty: 3808.313965
	Iteration 72Q: 3 clusters Score -1.586193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -15861965.000000 Penalty: 3808.313965
	Iteration 73Q: 3 clusters Score -1.586196e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 120243 members 
Entering Unmasked Estep 
Score: -15862032.000000 Penalty: 3808.313965
	Iteration 74Q: 3 clusters Score -1.586203e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -15862056.000000 Penalty: 3808.313965
	Iteration 75Q: 3 clusters Score -1.586206e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 120164 members 
Entering Unmasked Estep 
Score: -15862065.000000 Penalty: 3808.313965
	Iteration 76Q: 3 clusters Score -1.586206e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -15862084.000000 Penalty: 3808.313965
	Iteration 77Q: 3 clusters Score -1.586208e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 120103 members 
Entering Unmasked Estep 
Score: -15862089.000000 Penalty: 3808.313965
	Iteration 78Q: 3 clusters Score -1.586209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 120072 members 
Entering Unmasked Estep 
Score: -15862103.000000 Penalty: 3808.313965
	Iteration 79Q: 3 clusters Score -1.58621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -15862107.000000 Penalty: 3808.313965
	Iteration 80F: 3 clusters Score -1.586211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 120015 members 
Entering Unmasked Estep 
Score: -15862131.000000 Penalty: 3808.313965
	Iteration 81Q: 3 clusters Score -1.586213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -15862141.000000 Penalty: 3808.313965
	Iteration 82Q: 3 clusters Score -1.586214e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 119959 members 
Entering Unmasked Estep 
Score: -15862178.000000 Penalty: 3808.313965
	Iteration 83Q: 3 clusters Score -1.586218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -15862165.000000 Penalty: 3808.313965
	Iteration 84Q: 3 clusters Score -1.586216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -15862184.000000 Penalty: 3808.313965
	Iteration 85Q: 3 clusters Score -1.586218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 119888 members 
Entering Unmasked Estep 
Score: -15862181.000000 Penalty: 3808.313965
	Iteration 86Q: 3 clusters Score -1.586218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 119875 members 
Entering Unmasked Estep 
Score: -15862197.000000 Penalty: 3808.313965
	Iteration 87Q: 3 clusters Score -1.58622e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 119867 members 
Entering Unmasked Estep 
Score: -15862194.000000 Penalty: 3808.313965
	Iteration 88Q: 3 clusters Score -1.586219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 119857 members 
Entering Unmasked Estep 
Score: -15862213.000000 Penalty: 3808.313965
	Iteration 89Q: 3 clusters Score -1.586221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 119845 members 
Entering Unmasked Estep 
Score: -15862220.000000 Penalty: 3808.313965
	Iteration 90Q: 3 clusters Score -1.586222e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -15862220.000000 Penalty: 3808.313965
	Iteration 91Q: 3 clusters Score -1.586222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -15862230.000000 Penalty: 3808.313965
	Iteration 92Q: 3 clusters Score -1.586223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 119804 members 
Entering Unmasked Estep 
Score: -15862232.000000 Penalty: 3808.313965
	Iteration 93Q: 3 clusters Score -1.586223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -15862232.000000 Penalty: 3808.313965
	Iteration 94Q: 3 clusters Score -1.586223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -15862260.000000 Penalty: 3808.313965
	Iteration 95Q: 3 clusters Score -1.586226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -15862253.000000 Penalty: 3808.313965
	Iteration 96Q: 3 clusters Score -1.586225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 119783 members 
Entering Unmasked Estep 
Score: -15862245.000000 Penalty: 3808.313965
	Iteration 97Q: 3 clusters Score -1.586224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 119779 members 
Entering Unmasked Estep 
Score: -15862250.000000 Penalty: 3808.313965
	Iteration 98Q: 3 clusters Score -1.586225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 119776 members 
Entering Unmasked Estep 
Score: -15862244.000000 Penalty: 3808.313965
	Iteration 99Q: 3 clusters Score -1.586224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -15862249.000000 Penalty: 3808.313965
	Iteration 100F: 3 clusters Score -1.586225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -15862236.000000 Penalty: 3808.313965
	Iteration 101Q: 3 clusters Score -1.586224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -15862244.000000 Penalty: 3808.313965
	Iteration 102Q: 3 clusters Score -1.586224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -15862245.000000 Penalty: 3808.313965
	Iteration 103Q: 3 clusters Score -1.586224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 119765 members 
Entering Unmasked Estep 
Score: -15862252.000000 Penalty: 3808.313965
	Iteration 104Q: 3 clusters Score -1.586225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 119763 members 
Entering Unmasked Estep 
Score: -15862256.000000 Penalty: 3808.313965
	Iteration 105Q: 3 clusters Score -1.586226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 119762 members 
Entering Unmasked Estep 
Score: -15862259.000000 Penalty: 3808.313965
	Iteration 106Q: 3 clusters Score -1.586226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 119758 members 
Entering Unmasked Estep 
Score: -15862258.000000 Penalty: 3808.313965
	Iteration 107Q: 3 clusters Score -1.586226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 119753 members 
Entering Unmasked Estep 
Score: -15862258.000000 Penalty: 3808.313965
	Iteration 108Q: 3 clusters Score -1.586226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 119748 members 
Entering Unmasked Estep 
Score: -15862266.000000 Penalty: 3808.313965
	Iteration 109Q: 3 clusters Score -1.586227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 119744 members 
Entering Unmasked Estep 
Score: -15862275.000000 Penalty: 3808.313965
	Iteration 110Q: 3 clusters Score -1.586228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 119738 members 
Entering Unmasked Estep 
Score: -15862271.000000 Penalty: 3808.313965
	Iteration 111Q: 3 clusters Score -1.586227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -15862282.000000 Penalty: 3808.313965
	Iteration 112Q: 3 clusters Score -1.586228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 119737 members 
Entering Unmasked Estep 
Score: -15862281.000000 Penalty: 3808.313965
	Iteration 113Q: 3 clusters Score -1.586228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -15862277.000000 Penalty: 3808.313965
	Iteration 114Q: 3 clusters Score -1.586228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 119735 members 
Entering Unmasked Estep 
Score: -15862273.000000 Penalty: 3808.313965
	Iteration 115Q: 3 clusters Score -1.586227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 119733 members 
Entering Unmasked Estep 
Score: -15862272.000000 Penalty: 3808.313965
	Iteration 116Q: 3 clusters Score -1.586227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 119732 members 
Entering Unmasked Estep 
Score: -15862274.000000 Penalty: 3808.313965
	Iteration 117Q: 3 clusters Score -1.586227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -15862274.000000 Penalty: 3808.313965
	Iteration 118Q: 3 clusters Score -1.586227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 119730 members 
Entering Unmasked Estep 
Score: -15862275.000000 Penalty: 3808.313965
	Iteration 119Q: 3 clusters Score -1.586228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -15862271.000000 Penalty: 3808.313965
	Iteration 120F: 3 clusters Score -1.586227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 119728 members 
Entering Unmasked Estep 
Score: -15862274.000000 Penalty: 3808.313965
	Iteration 121Q: 3 clusters Score -1.586227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -15862283.000000 Penalty: 3808.313965
	Iteration 122Q: 3 clusters Score -1.586228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 119722 members 
Entering Unmasked Estep 
Score: -15862270.000000 Penalty: 3808.313965
	Iteration 123Q: 3 clusters Score -1.586227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 119720 members 
Entering Unmasked Estep 
Score: -15862272.000000 Penalty: 3808.313965
	Iteration 124Q: 3 clusters Score -1.586227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 119718 members 
Entering Unmasked Estep 
Score: -15862271.000000 Penalty: 3808.313965
	Iteration 125Q: 3 clusters Score -1.586227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 119715 members 
Entering Unmasked Estep 
Score: -15862283.000000 Penalty: 3808.313965
	Iteration 126Q: 3 clusters Score -1.586228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -15862286.000000 Penalty: 3808.313965
	Iteration 127Q: 3 clusters Score -1.586229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 119712 members 
Entering Unmasked Estep 
Score: -15862288.000000 Penalty: 3808.313965
	Iteration 128Q: 3 clusters Score -1.586229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 119711 members 
Entering Unmasked Estep 
Score: -15862290.000000 Penalty: 3808.313965
	Iteration 129Q: 3 clusters Score -1.586229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 119710 members 
Entering Unmasked Estep 
Score: -15862288.000000 Penalty: 3808.313965
	Iteration 130Q: 3 clusters Score -1.586229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 119708 members 
Entering Unmasked Estep 
Score: -15862291.000000 Penalty: 3808.313965
	Iteration 131Q: 3 clusters Score -1.586229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 119708 members 
Entering Unmasked Estep 
Score: -15862291.000000 Penalty: 3808.313965
	Iteration 132F: 3 clusters Score -1.586229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 80465 members 
Mstep: Class 3 contains 15569 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 21639 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81381 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 31897 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 26731 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 119708 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 459 members 
Entering Unmasked Estep 
Score: -59775660.000000 Penalty: 57374.648438
Splitting cluster 5 changes total score from -59773500.000000 to -59775660.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -655994.250000 Penalty: 1391.569458
	Iteration 0F: 2 clusters Score -655994.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -651848.187500 Penalty: 2783.138916
	Iteration 0F: 3 clusters Score -651848.2 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -653042.687500 Penalty: 2783.138916
	Iteration 1F: 3 clusters Score -653042.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -653281.062500 Penalty: 2783.138916
	Iteration 2F: 3 clusters Score -653281.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -653445.312500 Penalty: 2783.138916
	Iteration 3F: 3 clusters Score -653445.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -653571.000000 Penalty: 2783.138916
	Iteration 4Q: 3 clusters Score -653571 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -653667.375000 Penalty: 2783.138916
	Iteration 5Q: 3 clusters Score -653667.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -653743.687500 Penalty: 2783.138916
	Iteration 6Q: 3 clusters Score -653743.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -653820.750000 Penalty: 2783.138916
	Iteration 7Q: 3 clusters Score -653820.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -653921.062500 Penalty: 2783.138916
	Iteration 8Q: 3 clusters Score -653921.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -654035.062500 Penalty: 2783.138916
	Iteration 9Q: 3 clusters Score -654035.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -654169.250000 Penalty: 2783.138916
	Iteration 10Q: 3 clusters Score -654169.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -654309.625000 Penalty: 2783.138916
	Iteration 11Q: 3 clusters Score -654309.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -654430.625000 Penalty: 2783.138916
	Iteration 12Q: 3 clusters Score -654430.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -654558.812500 Penalty: 2783.138916
	Iteration 13Q: 3 clusters Score -654558.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -654662.562500 Penalty: 2783.138916
	Iteration 14Q: 3 clusters Score -654662.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -654749.625000 Penalty: 2783.138916
	Iteration 15Q: 3 clusters Score -654749.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -654810.375000 Penalty: 2783.138916
	Iteration 16Q: 3 clusters Score -654810.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -654855.000000 Penalty: 2783.138916
	Iteration 17Q: 3 clusters Score -654855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -654892.812500 Penalty: 2783.138916
	Iteration 18Q: 3 clusters Score -654892.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -654929.125000 Penalty: 2783.138916
	Iteration 19Q: 3 clusters Score -654929.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -654966.625000 Penalty: 2783.138916
	Iteration 20F: 3 clusters Score -654966.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -654998.750000 Penalty: 2783.138916
	Iteration 21Q: 3 clusters Score -654998.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -655033.687500 Penalty: 2783.138916
	Iteration 22Q: 3 clusters Score -655033.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -655064.625000 Penalty: 2783.138916
	Iteration 23Q: 3 clusters Score -655064.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -655089.750000 Penalty: 2783.138916
	Iteration 24Q: 3 clusters Score -655089.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -655103.125000 Penalty: 2783.138916
	Iteration 25Q: 3 clusters Score -655103.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -655112.062500 Penalty: 2783.138916
	Iteration 26Q: 3 clusters Score -655112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -655117.812500 Penalty: 2783.138916
	Iteration 27Q: 3 clusters Score -655117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -655118.625000 Penalty: 2783.138916
	Iteration 28Q: 3 clusters Score -655118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -655120.187500 Penalty: 2783.138916
	Iteration 29Q: 3 clusters Score -655120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -655119.812500 Penalty: 2783.138916
	Iteration 30Q: 3 clusters Score -655119.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -655119.812500 Penalty: 2783.138916
	Iteration 31F: 3 clusters Score -655119.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -299970.187500 Penalty: 1273.474243
	Iteration 0F: 2 clusters Score -299970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -297522.312500 Penalty: 2546.948486
	Iteration 0F: 3 clusters Score -297522.3 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -298095.500000 Penalty: 2546.948486
	Iteration 1F: 3 clusters Score -298095.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -298232.812500 Penalty: 2546.948486
	Iteration 2F: 3 clusters Score -298232.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -298320.781250 Penalty: 2546.948486
	Iteration 3F: 3 clusters Score -298320.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -298398.843750 Penalty: 2546.948486
	Iteration 4Q: 3 clusters Score -298398.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -298460.281250 Penalty: 2546.948486
	Iteration 5Q: 3 clusters Score -298460.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -298502.937500 Penalty: 2546.948486
	Iteration 6Q: 3 clusters Score -298502.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -298534.218750 Penalty: 2546.948486
	Iteration 7Q: 3 clusters Score -298534.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298568.718750 Penalty: 2546.948486
	Iteration 8Q: 3 clusters Score -298568.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298618.000000 Penalty: 2546.948486
	Iteration 9Q: 3 clusters Score -298618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -298671.500000 Penalty: 2546.948486
	Iteration 10Q: 3 clusters Score -298671.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -298720.093750 Penalty: 2546.948486
	Iteration 11Q: 3 clusters Score -298720.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -298782.593750 Penalty: 2546.948486
	Iteration 12Q: 3 clusters Score -298782.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -298847.562500 Penalty: 2546.948486
	Iteration 13Q: 3 clusters Score -298847.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298896.281250 Penalty: 2546.948486
	Iteration 14Q: 3 clusters Score -298896.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -298940.062500 Penalty: 2546.948486
	Iteration 15Q: 3 clusters Score -298940.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -298972.750000 Penalty: 2546.948486
	Iteration 16Q: 3 clusters Score -298972.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -299008.875000 Penalty: 2546.948486
	Iteration 17Q: 3 clusters Score -299008.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -299049.843750 Penalty: 2546.948486
	Iteration 18Q: 3 clusters Score -299049.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -299080.625000 Penalty: 2546.948486
	Iteration 19Q: 3 clusters Score -299080.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -299107.531250 Penalty: 2546.948486
	Iteration 20F: 3 clusters Score -299107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -299129.250000 Penalty: 2546.948486
	Iteration 21Q: 3 clusters Score -299129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -299150.843750 Penalty: 2546.948486
	Iteration 22Q: 3 clusters Score -299150.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -299174.375000 Penalty: 2546.948486
	Iteration 23Q: 3 clusters Score -299174.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -299198.156250 Penalty: 2546.948486
	Iteration 24Q: 3 clusters Score -299198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -299217.781250 Penalty: 2546.948486
	Iteration 25Q: 3 clusters Score -299217.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -299243.031250 Penalty: 2546.948486
	Iteration 26Q: 3 clusters Score -299243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -299273.468750 Penalty: 2546.948486
	Iteration 27Q: 3 clusters Score -299273.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -299316.187500 Penalty: 2546.948486
	Iteration 28Q: 3 clusters Score -299316.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -299344.968750 Penalty: 2546.948486
	Iteration 29Q: 3 clusters Score -299345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -299376.656250 Penalty: 2546.948486
	Iteration 30Q: 3 clusters Score -299376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -299388.843750 Penalty: 2546.948486
	Iteration 31Q: 3 clusters Score -299388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -299397.000000 Penalty: 2546.948486
	Iteration 32Q: 3 clusters Score -299397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -299400.937500 Penalty: 2546.948486
	Iteration 33Q: 3 clusters Score -299400.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -299404.093750 Penalty: 2546.948486
	Iteration 34Q: 3 clusters Score -299404.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -299406.656250 Penalty: 2546.948486
	Iteration 35Q: 3 clusters Score -299406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -299408.531250 Penalty: 2546.948486
	Iteration 36Q: 3 clusters Score -299408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -299410.718750 Penalty: 2546.948486
	Iteration 37Q: 3 clusters Score -299410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -299413.343750 Penalty: 2546.948486
	Iteration 38Q: 3 clusters Score -299413.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -299414.656250 Penalty: 2546.948486
	Iteration 39Q: 3 clusters Score -299414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -299415.750000 Penalty: 2546.948486
	Iteration 40F: 3 clusters Score -299415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299416.187500 Penalty: 2546.948486
	Iteration 41Q: 3 clusters Score -299416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -299416.187500 Penalty: 2546.948486
	Iteration 42F: 3 clusters Score -299416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Entering Unmasked Estep 
Score: -904150.937500 Penalty: 1443.004639
	Iteration 0F: 2 clusters Score -904150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -898744.625000 Penalty: 2886.009277
	Iteration 0F: 3 clusters Score -898744.6 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -900413.375000 Penalty: 2886.009277
	Iteration 1F: 3 clusters Score -900413.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -900597.062500 Penalty: 2886.009277
	Iteration 2F: 3 clusters Score -900597.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -900723.500000 Penalty: 2886.009277
	Iteration 3Q: 3 clusters Score -900723.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -900839.750000 Penalty: 2886.009277
	Iteration 4Q: 3 clusters Score -900839.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -900934.937500 Penalty: 2886.009277
	Iteration 5Q: 3 clusters Score -900934.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -901040.875000 Penalty: 2886.009277
	Iteration 6Q: 3 clusters Score -901040.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -901160.750000 Penalty: 2886.009277
	Iteration 7Q: 3 clusters Score -901160.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -901307.750000 Penalty: 2886.009277
	Iteration 8Q: 3 clusters Score -901307.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -901472.250000 Penalty: 2886.009277
	Iteration 9Q: 3 clusters Score -901472.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -901635.500000 Penalty: 2886.009277
	Iteration 10Q: 3 clusters Score -901635.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -901811.875000 Penalty: 2886.009277
	Iteration 11Q: 3 clusters Score -901811.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -901958.562500 Penalty: 2886.009277
	Iteration 12Q: 3 clusters Score -901958.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -902067.562500 Penalty: 2886.009277
	Iteration 13Q: 3 clusters Score -902067.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -902165.875000 Penalty: 2886.009277
	Iteration 14Q: 3 clusters Score -902165.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -902259.125000 Penalty: 2886.009277
	Iteration 15Q: 3 clusters Score -902259.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -902339.062500 Penalty: 2886.009277
	Iteration 16Q: 3 clusters Score -902339.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -902403.375000 Penalty: 2886.009277
	Iteration 17Q: 3 clusters Score -902403.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -902466.625000 Penalty: 2886.009277
	Iteration 18Q: 3 clusters Score -902466.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -902526.937500 Penalty: 2886.009277
	Iteration 19Q: 3 clusters Score -902526.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -902580.937500 Penalty: 2886.009277
	Iteration 20F: 3 clusters Score -902580.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -902639.500000 Penalty: 2886.009277
	Iteration 21Q: 3 clusters Score -902639.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -902690.875000 Penalty: 2886.009277
	Iteration 22Q: 3 clusters Score -902690.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -902721.312500 Penalty: 2886.009277
	Iteration 23Q: 3 clusters Score -902721.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -902751.000000 Penalty: 2886.009277
	Iteration 24Q: 3 clusters Score -902751 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -902780.375000 Penalty: 2886.009277
	Iteration 25Q: 3 clusters Score -902780.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -902806.000000 Penalty: 2886.009277
	Iteration 26Q: 3 clusters Score -902806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -902829.125000 Penalty: 2886.009277
	Iteration 27Q: 3 clusters Score -902829.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -902856.625000 Penalty: 2886.009277
	Iteration 28Q: 3 clusters Score -902856.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -902874.062500 Penalty: 2886.009277
	Iteration 29Q: 3 clusters Score -902874.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -902891.562500 Penalty: 2886.009277
	Iteration 30Q: 3 clusters Score -902891.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -902910.562500 Penalty: 2886.009277
	Iteration 31Q: 3 clusters Score -902910.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -902925.250000 Penalty: 2886.009277
	Iteration 32Q: 3 clusters Score -902925.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -902935.062500 Penalty: 2886.009277
	Iteration 33Q: 3 clusters Score -902935.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -902942.500000 Penalty: 2886.009277
	Iteration 34Q: 3 clusters Score -902942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -902948.312500 Penalty: 2886.009277
	Iteration 35Q: 3 clusters Score -902948.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -902952.312500 Penalty: 2886.009277
	Iteration 36Q: 3 clusters Score -902952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -902954.750000 Penalty: 2886.009277
	Iteration 37Q: 3 clusters Score -902954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -902958.250000 Penalty: 2886.009277
	Iteration 38Q: 3 clusters Score -902958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -902958.687500 Penalty: 2886.009277
	Iteration 39Q: 3 clusters Score -902958.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -902959.937500 Penalty: 2886.009277
	Iteration 40F: 3 clusters Score -902959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -902962.312500 Penalty: 2886.009277
	Iteration 41Q: 3 clusters Score -902962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -902963.250000 Penalty: 2886.009277
	Iteration 42Q: 3 clusters Score -902963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -902964.250000 Penalty: 2886.009277
	Iteration 43Q: 3 clusters Score -902964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -902963.312500 Penalty: 2886.009277
	Iteration 44Q: 3 clusters Score -902963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -902962.625000 Penalty: 2886.009277
	Iteration 45Q: 3 clusters Score -902962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -902963.000000 Penalty: 2886.009277
	Iteration 46Q: 3 clusters Score -902963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -902963.000000 Penalty: 2886.009277
	Iteration 47F: 3 clusters Score -902963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Entering Unmasked Estep 
Score: -2667616.000000 Penalty: 1622.115967
	Iteration 0F: 2 clusters Score -2667616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2652958.500000 Penalty: 3244.231934
	Iteration 0F: 3 clusters Score -2652958 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2658300.750000 Penalty: 3244.231934
	Iteration 1F: 3 clusters Score -2658301 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2658664.500000 Penalty: 3244.231934
	Iteration 2Q: 3 clusters Score -2658664 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2658998.750000 Penalty: 3244.231934
	Iteration 3Q: 3 clusters Score -2658999 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2659342.750000 Penalty: 3244.231934
	Iteration 4Q: 3 clusters Score -2659343 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2659737.250000 Penalty: 3244.231934
	Iteration 5Q: 3 clusters Score -2659737 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2660204.250000 Penalty: 3244.231934
	Iteration 6Q: 3 clusters Score -2660204 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2660900.750000 Penalty: 3244.231934
	Iteration 7Q: 3 clusters Score -2660901 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2661776.750000 Penalty: 3244.231934
	Iteration 8F: 3 clusters Score -2661777 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2662778.750000 Penalty: 3244.231934
	Iteration 9F: 3 clusters Score -2662779 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2663782.000000 Penalty: 3244.231934
	Iteration 10F: 3 clusters Score -2663782 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2664571.000000 Penalty: 3244.231934
	Iteration 11Q: 3 clusters Score -2664571 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2665122.250000 Penalty: 3244.231934
	Iteration 12Q: 3 clusters Score -2665122 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2665521.000000 Penalty: 3244.231934
	Iteration 13Q: 3 clusters Score -2665521 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2665757.000000 Penalty: 3244.231934
	Iteration 14Q: 3 clusters Score -2665757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2665901.750000 Penalty: 3244.231934
	Iteration 15Q: 3 clusters Score -2665902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2665991.750000 Penalty: 3244.231934
	Iteration 16Q: 3 clusters Score -2665992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2666066.750000 Penalty: 3244.231934
	Iteration 17Q: 3 clusters Score -2666067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2666129.500000 Penalty: 3244.231934
	Iteration 18Q: 3 clusters Score -2666130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2666162.500000 Penalty: 3244.231934
	Iteration 19Q: 3 clusters Score -2666162 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2666187.500000 Penalty: 3244.231934
	Iteration 20F: 3 clusters Score -2666188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2666213.000000 Penalty: 3244.231934
	Iteration 21Q: 3 clusters Score -2666213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2666222.000000 Penalty: 3244.231934
	Iteration 22Q: 3 clusters Score -2666222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2666239.250000 Penalty: 3244.231934
	Iteration 23Q: 3 clusters Score -2666239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2666260.000000 Penalty: 3244.231934
	Iteration 24Q: 3 clusters Score -2666260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2666280.750000 Penalty: 3244.231934
	Iteration 25Q: 3 clusters Score -2666281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2666291.500000 Penalty: 3244.231934
	Iteration 26Q: 3 clusters Score -2666292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2666291.500000 Penalty: 3244.231934
	Iteration 27Q: 3 clusters Score -2666292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2666294.000000 Penalty: 3244.231934
	Iteration 28Q: 3 clusters Score -2666294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2666293.250000 Penalty: 3244.231934
	Iteration 29Q: 3 clusters Score -2666293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2666294.000000 Penalty: 3244.231934
	Iteration 30Q: 3 clusters Score -2666294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2666296.750000 Penalty: 3244.231934
	Iteration 31Q: 3 clusters Score -2666297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2666299.750000 Penalty: 3244.231934
	Iteration 32Q: 3 clusters Score -2666300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2666301.250000 Penalty: 3244.231934
	Iteration 33Q: 3 clusters Score -2666301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2666301.250000 Penalty: 3244.231934
	Iteration 34F: 3 clusters Score -2666301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -1049902.125000 Penalty: 1478.435913
	Iteration 0F: 2 clusters Score -1049902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1043430.812500 Penalty: 2956.871826
	Iteration 0F: 3 clusters Score -1043431 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1045587.312500 Penalty: 2956.871826
	Iteration 1F: 3 clusters Score -1045587 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1045926.250000 Penalty: 2956.871826
	Iteration 2F: 3 clusters Score -1045926 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1046218.250000 Penalty: 2956.871826
	Iteration 3F: 3 clusters Score -1046218 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1046567.687500 Penalty: 2956.871826
	Iteration 4F: 3 clusters Score -1046568 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1046939.750000 Penalty: 2956.871826
	Iteration 5F: 3 clusters Score -1046940 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1047264.312500 Penalty: 2956.871826
	Iteration 6F: 3 clusters Score -1047264 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1047530.062500 Penalty: 2956.871826
	Iteration 7F: 3 clusters Score -1047530 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1047718.750000 Penalty: 2956.871826
	Iteration 8Q: 3 clusters Score -1047719 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1047863.562500 Penalty: 2956.871826
	Iteration 9Q: 3 clusters Score -1047864 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1047973.375000 Penalty: 2956.871826
	Iteration 10Q: 3 clusters Score -1047973 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1048039.187500 Penalty: 2956.871826
	Iteration 11Q: 3 clusters Score -1048039 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1048080.875000 Penalty: 2956.871826
	Iteration 12Q: 3 clusters Score -1048081 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1048115.062500 Penalty: 2956.871826
	Iteration 13Q: 3 clusters Score -1048115 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1048140.062500 Penalty: 2956.871826
	Iteration 14Q: 3 clusters Score -1048140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1048162.062500 Penalty: 2956.871826
	Iteration 15Q: 3 clusters Score -1048162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1048178.937500 Penalty: 2956.871826
	Iteration 16Q: 3 clusters Score -1048179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1048195.000000 Penalty: 2956.871826
	Iteration 17Q: 3 clusters Score -1048195 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1048214.500000 Penalty: 2956.871826
	Iteration 18Q: 3 clusters Score -1048214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1048243.187500 Penalty: 2956.871826
	Iteration 19Q: 3 clusters Score -1048243 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1048269.687500 Penalty: 2956.871826
	Iteration 20F: 3 clusters Score -1048270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1048306.312500 Penalty: 2956.871826
	Iteration 21Q: 3 clusters Score -1048306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1048333.062500 Penalty: 2956.871826
	Iteration 22Q: 3 clusters Score -1048333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1048348.625000 Penalty: 2956.871826
	Iteration 23Q: 3 clusters Score -1048349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1048355.250000 Penalty: 2956.871826
	Iteration 24Q: 3 clusters Score -1048355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1048368.750000 Penalty: 2956.871826
	Iteration 25Q: 3 clusters Score -1048369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1048379.625000 Penalty: 2956.871826
	Iteration 26Q: 3 clusters Score -1048380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1048393.625000 Penalty: 2956.871826
	Iteration 27Q: 3 clusters Score -1048394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1048399.187500 Penalty: 2956.871826
	Iteration 28Q: 3 clusters Score -1048399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1048406.687500 Penalty: 2956.871826
	Iteration 29Q: 3 clusters Score -1048407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1048416.250000 Penalty: 2956.871826
	Iteration 30Q: 3 clusters Score -1048416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1048424.562500 Penalty: 2956.871826
	Iteration 31Q: 3 clusters Score -1048425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1048434.937500 Penalty: 2956.871826
	Iteration 32Q: 3 clusters Score -1048435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1048445.125000 Penalty: 2956.871826
	Iteration 33Q: 3 clusters Score -1048445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1048452.812500 Penalty: 2956.871826
	Iteration 34Q: 3 clusters Score -1048453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1048461.312500 Penalty: 2956.871826
	Iteration 35Q: 3 clusters Score -1048461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1048475.000000 Penalty: 2956.871826
	Iteration 36Q: 3 clusters Score -1048475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1048486.375000 Penalty: 2956.871826
	Iteration 37Q: 3 clusters Score -1048486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1048496.250000 Penalty: 2956.871826
	Iteration 38Q: 3 clusters Score -1048496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1048505.500000 Penalty: 2956.871826
	Iteration 39Q: 3 clusters Score -1048506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1048510.375000 Penalty: 2956.871826
	Iteration 40F: 3 clusters Score -1048510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1048515.375000 Penalty: 2956.871826
	Iteration 41Q: 3 clusters Score -1048515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1048518.750000 Penalty: 2956.871826
	Iteration 42Q: 3 clusters Score -1048519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1048522.125000 Penalty: 2956.871826
	Iteration 43Q: 3 clusters Score -1048522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1048526.562500 Penalty: 2956.871826
	Iteration 44Q: 3 clusters Score -1048527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1048531.250000 Penalty: 2956.871826
	Iteration 45Q: 3 clusters Score -1048531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1048536.375000 Penalty: 2956.871826
	Iteration 46Q: 3 clusters Score -1048536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1048540.187500 Penalty: 2956.871826
	Iteration 47Q: 3 clusters Score -1048540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1048543.750000 Penalty: 2956.871826
	Iteration 48Q: 3 clusters Score -1048544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1048542.687500 Penalty: 2956.871826
	Iteration 49Q: 3 clusters Score -1048543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1048543.750000 Penalty: 2956.871826
	Iteration 50Q: 3 clusters Score -1048544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1048544.000000 Penalty: 2956.871826
	Iteration 51Q: 3 clusters Score -1048544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1048542.625000 Penalty: 2956.871826
	Iteration 52Q: 3 clusters Score -1048543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1048548.562500 Penalty: 2956.871826
	Iteration 53Q: 3 clusters Score -1048549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1048547.875000 Penalty: 2956.871826
	Iteration 54Q: 3 clusters Score -1048548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1048550.250000 Penalty: 2956.871826
	Iteration 55Q: 3 clusters Score -1048550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1048548.937500 Penalty: 2956.871826
	Iteration 56Q: 3 clusters Score -1048549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1048549.250000 Penalty: 2956.871826
	Iteration 57Q: 3 clusters Score -1048549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1048550.312500 Penalty: 2956.871826
	Iteration 58Q: 3 clusters Score -1048550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1048552.937500 Penalty: 2956.871826
	Iteration 59Q: 3 clusters Score -1048553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1048553.000000 Penalty: 2956.871826
	Iteration 60F: 3 clusters Score -1048553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1048551.750000 Penalty: 2956.871826
	Iteration 61Q: 3 clusters Score -1048552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1048554.625000 Penalty: 2956.871826
	Iteration 62Q: 3 clusters Score -1048555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1048553.375000 Penalty: 2956.871826
	Iteration 63Q: 3 clusters Score -1048553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1048556.375000 Penalty: 2956.871826
	Iteration 64Q: 3 clusters Score -1048556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1048557.937500 Penalty: 2956.871826
	Iteration 65Q: 3 clusters Score -1048558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1048559.750000 Penalty: 2956.871826
	Iteration 66Q: 3 clusters Score -1048560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1048559.437500 Penalty: 2956.871826
	Iteration 67Q: 3 clusters Score -1048559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1048557.250000 Penalty: 2956.871826
	Iteration 68Q: 3 clusters Score -1048557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1048557.937500 Penalty: 2956.871826
	Iteration 69Q: 3 clusters Score -1048558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1048557.562500 Penalty: 2956.871826
	Iteration 70Q: 3 clusters Score -1048558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1048557.812500 Penalty: 2956.871826
	Iteration 71Q: 3 clusters Score -1048558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1048559.937500 Penalty: 2956.871826
	Iteration 72Q: 3 clusters Score -1048560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1048559.937500 Penalty: 2956.871826
	Iteration 73Q: 3 clusters Score -1048560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1048560.562500 Penalty: 2956.871826
	Iteration 74Q: 3 clusters Score -1048561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1048560.000000 Penalty: 2956.871826
	Iteration 75Q: 3 clusters Score -1048560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1048560.500000 Penalty: 2956.871826
	Iteration 76Q: 3 clusters Score -1048560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1048560.500000 Penalty: 2956.871826
	Iteration 77F: 3 clusters Score -1048560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -57074.035156 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -57074.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55989.421875 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -55989.42 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56150.394531 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -56150.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56192.621094 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -56192.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56222.250000 Penalty: 2031.241943
	Iteration 3Q: 3 clusters Score -56222.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56262.382812 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -56262.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56270.355469 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -56270.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56272.003906 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -56272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56277.320312 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -56277.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56279.398438 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -56279.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56282.085938 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -56282.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56285.113281 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -56285.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56287.906250 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -56287.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56290.601562 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -56290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56290.601562 Penalty: 2031.241943
	Iteration 13F: 3 clusters Score -56290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (81381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Entering Unmasked Estep 
Score: -10435288.000000 Penalty: 1837.370850
	Iteration 0F: 2 clusters Score -1.043529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -10380999.000000 Penalty: 3674.741699
	Iteration 0F: 3 clusters Score -1.0381e+07 nChanged 38848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -10403777.000000 Penalty: 3674.741699
	Iteration 1F: 3 clusters Score -1.040378e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -10404779.000000 Penalty: 3674.741699
	Iteration 2Q: 3 clusters Score -1.040478e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -10406545.000000 Penalty: 3674.741699
	Iteration 3Q: 3 clusters Score -1.040654e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -10408899.000000 Penalty: 3674.741699
	Iteration 4F: 3 clusters Score -1.04089e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -10412008.000000 Penalty: 3674.741699
	Iteration 5F: 3 clusters Score -1.041201e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -10415833.000000 Penalty: 3674.741699
	Iteration 6F: 3 clusters Score -1.041583e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 64280 members 
Entering Unmasked Estep 
Score: -10419682.000000 Penalty: 3674.741699
	Iteration 7F: 3 clusters Score -1.041968e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -10423391.000000 Penalty: 3674.741699
	Iteration 8F: 3 clusters Score -1.042339e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -10426777.000000 Penalty: 3674.741699
	Iteration 9F: 3 clusters Score -1.042678e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 76549 members 
Entering Unmasked Estep 
Score: -10429636.000000 Penalty: 3674.741699
	Iteration 10Q: 3 clusters Score -1.042964e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 78798 members 
Entering Unmasked Estep 
Score: -10431524.000000 Penalty: 3674.741699
	Iteration 11Q: 3 clusters Score -1.043152e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 80120 members 
Entering Unmasked Estep 
Score: -10432713.000000 Penalty: 3674.741699
	Iteration 12Q: 3 clusters Score -1.043271e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 80752 members 
Entering Unmasked Estep 
Score: -10433251.000000 Penalty: 3674.741699
	Iteration 13Q: 3 clusters Score -1.043325e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -10433488.000000 Penalty: 3674.741699
	Iteration 14Q: 3 clusters Score -1.043349e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -10433603.000000 Penalty: 3674.741699
	Iteration 15Q: 3 clusters Score -1.04336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 81118 members 
Entering Unmasked Estep 
Score: -10433671.000000 Penalty: 3674.741699
	Iteration 16Q: 3 clusters Score -1.043367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -10433696.000000 Penalty: 3674.741699
	Iteration 17Q: 3 clusters Score -1.04337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -10433710.000000 Penalty: 3674.741699
	Iteration 18Q: 3 clusters Score -1.043371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -10433715.000000 Penalty: 3674.741699
	Iteration 19Q: 3 clusters Score -1.043372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -10433719.000000 Penalty: 3674.741699
	Iteration 20F: 3 clusters Score -1.043372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -10433740.000000 Penalty: 3674.741699
	Iteration 21Q: 3 clusters Score -1.043374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81158 members 
Entering Unmasked Estep 
Score: -10433748.000000 Penalty: 3674.741699
	Iteration 22Q: 3 clusters Score -1.043375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81158 members 
Entering Unmasked Estep 
Score: -10433749.000000 Penalty: 3674.741699
	Iteration 23Q: 3 clusters Score -1.043375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -10433752.000000 Penalty: 3674.741699
	Iteration 24Q: 3 clusters Score -1.043375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -10433751.000000 Penalty: 3674.741699
	Iteration 25Q: 3 clusters Score -1.043375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -10433751.000000 Penalty: 3674.741699
	Iteration 26F: 3 clusters Score -1.043375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -136336.203125 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -136336.2 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 556 members 
Entering Unmasked Estep 
Score: -134842.218750 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -134842.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -135100.921875 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -135100.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135165.609375 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -135165.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135208.953125 Penalty: 2275.996338
	Iteration 3Q: 3 clusters Score -135209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -135254.265625 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -135254.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135309.109375 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135309.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -135352.203125 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135352.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135394.375000 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135394.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -135420.562500 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -135442.890625 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135442.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135472.796875 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135472.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -135505.484375 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -135505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -135533.312500 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -135533.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -135554.203125 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -135554.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135567.000000 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -135567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135576.750000 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -135576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135583.562500 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -135583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135587.828125 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -135587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135590.843750 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -135590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -135590.843750 Penalty: 2275.996338
	Iteration 19F: 3 clusters Score -135590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -874976.250000 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -874976.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -869650.500000 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -869650.5 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -871301.125000 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -871301.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -871573.687500 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -871573.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -871812.187500 Penalty: 2880.261230
	Iteration 3F: 3 clusters Score -871812.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -872031.937500 Penalty: 2880.261230
	Iteration 4F: 3 clusters Score -872031.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -872247.000000 Penalty: 2880.261230
	Iteration 5F: 3 clusters Score -872247 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -872426.125000 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -872426.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -872569.812500 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -872569.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -872690.937500 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -872690.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -872803.750000 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -872803.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -872899.187500 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -872899.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -872991.562500 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -872991.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -873086.375000 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -873086.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -873174.875000 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -873174.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -873251.625000 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -873251.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -873322.312500 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -873322.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -873385.125000 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -873385.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -873431.750000 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -873431.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -873474.812500 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -873474.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -873521.875000 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -873521.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -873566.062500 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -873566.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -873596.250000 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -873596.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -873623.625000 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -873623.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -873641.687500 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -873641.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -873658.187500 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -873658.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -873673.812500 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -873673.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -873684.250000 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -873684.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -873691.375000 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -873691.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -873694.875000 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -873694.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -873703.812500 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -873703.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -873709.875000 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -873709.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -873715.375000 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -873715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -873719.562500 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -873719.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -873723.687500 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -873723.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -873724.187500 Penalty: 2880.261230
	Iteration 34Q: 3 clusters Score -873724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -873725.125000 Penalty: 2880.261230
	Iteration 35Q: 3 clusters Score -873725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -873725.687500 Penalty: 2880.261230
	Iteration 36Q: 3 clusters Score -873725.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -873730.437500 Penalty: 2880.261230
	Iteration 37Q: 3 clusters Score -873730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -873732.625000 Penalty: 2880.261230
	Iteration 38Q: 3 clusters Score -873732.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -873734.812500 Penalty: 2880.261230
	Iteration 39Q: 3 clusters Score -873734.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -873737.562500 Penalty: 2880.261230
	Iteration 40F: 3 clusters Score -873737.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -873738.937500 Penalty: 2880.261230
	Iteration 41Q: 3 clusters Score -873738.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -873745.875000 Penalty: 2880.261230
	Iteration 42Q: 3 clusters Score -873745.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -873747.875000 Penalty: 2880.261230
	Iteration 43Q: 3 clusters Score -873747.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -873751.937500 Penalty: 2880.261230
	Iteration 44Q: 3 clusters Score -873751.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -873753.875000 Penalty: 2880.261230
	Iteration 45Q: 3 clusters Score -873753.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -873759.750000 Penalty: 2880.261230
	Iteration 46Q: 3 clusters Score -873759.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -873765.812500 Penalty: 2880.261230
	Iteration 47Q: 3 clusters Score -873765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -873770.250000 Penalty: 2880.261230
	Iteration 48Q: 3 clusters Score -873770.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -873779.312500 Penalty: 2880.261230
	Iteration 49Q: 3 clusters Score -873779.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -873786.750000 Penalty: 2880.261230
	Iteration 50Q: 3 clusters Score -873786.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -873797.250000 Penalty: 2880.261230
	Iteration 51Q: 3 clusters Score -873797.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -873803.937500 Penalty: 2880.261230
	Iteration 52Q: 3 clusters Score -873803.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -873811.812500 Penalty: 2880.261230
	Iteration 53Q: 3 clusters Score -873811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -873815.312500 Penalty: 2880.261230
	Iteration 54Q: 3 clusters Score -873815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -873819.062500 Penalty: 2880.261230
	Iteration 55Q: 3 clusters Score -873819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -873823.000000 Penalty: 2880.261230
	Iteration 56Q: 3 clusters Score -873823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -873825.187500 Penalty: 2880.261230
	Iteration 57Q: 3 clusters Score -873825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -873830.562500 Penalty: 2880.261230
	Iteration 58Q: 3 clusters Score -873830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -873830.687500 Penalty: 2880.261230
	Iteration 59Q: 3 clusters Score -873830.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -873832.937500 Penalty: 2880.261230
	Iteration 60F: 3 clusters Score -873832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -873834.625000 Penalty: 2880.261230
	Iteration 61Q: 3 clusters Score -873834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -873834.812500 Penalty: 2880.261230
	Iteration 62Q: 3 clusters Score -873834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -873835.187500 Penalty: 2880.261230
	Iteration 63Q: 3 clusters Score -873835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -873836.687500 Penalty: 2880.261230
	Iteration 64Q: 3 clusters Score -873836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -873836.562500 Penalty: 2880.261230
	Iteration 65Q: 3 clusters Score -873836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -873836.687500 Penalty: 2880.261230
	Iteration 66Q: 3 clusters Score -873836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -873838.375000 Penalty: 2880.261230
	Iteration 67Q: 3 clusters Score -873838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -873840.750000 Penalty: 2880.261230
	Iteration 68Q: 3 clusters Score -873840.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -873841.437500 Penalty: 2880.261230
	Iteration 69Q: 3 clusters Score -873841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -873840.812500 Penalty: 2880.261230
	Iteration 70Q: 3 clusters Score -873840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -873841.937500 Penalty: 2880.261230
	Iteration 71Q: 3 clusters Score -873841.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -873841.937500 Penalty: 2880.261230
	Iteration 72F: 3 clusters Score -873841.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Entering Unmasked Estep 
Score: -2497472.750000 Penalty: 1609.389771
	Iteration 0F: 2 clusters Score -2497473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2483899.000000 Penalty: 3218.779541
	Iteration 0F: 3 clusters Score -2483899 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2489019.000000 Penalty: 3218.779541
	Iteration 1F: 3 clusters Score -2489019 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2489480.500000 Penalty: 3218.779541
	Iteration 2F: 3 clusters Score -2489480 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2489988.500000 Penalty: 3218.779541
	Iteration 3F: 3 clusters Score -2489988 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2490561.250000 Penalty: 3218.779541
	Iteration 4F: 3 clusters Score -2490561 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2491259.500000 Penalty: 3218.779541
	Iteration 5F: 3 clusters Score -2491260 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2492094.750000 Penalty: 3218.779541
	Iteration 6F: 3 clusters Score -2492095 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2492858.250000 Penalty: 3218.779541
	Iteration 7F: 3 clusters Score -2492858 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2493457.500000 Penalty: 3218.779541
	Iteration 8Q: 3 clusters Score -2493458 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2493923.500000 Penalty: 3218.779541
	Iteration 9Q: 3 clusters Score -2493924 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2494384.750000 Penalty: 3218.779541
	Iteration 10Q: 3 clusters Score -2494385 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2494757.000000 Penalty: 3218.779541
	Iteration 11Q: 3 clusters Score -2494757 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2495036.500000 Penalty: 3218.779541
	Iteration 12Q: 3 clusters Score -2495036 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2495257.750000 Penalty: 3218.779541
	Iteration 13Q: 3 clusters Score -2495258 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2495428.750000 Penalty: 3218.779541
	Iteration 14Q: 3 clusters Score -2495429 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2495566.250000 Penalty: 3218.779541
	Iteration 15Q: 3 clusters Score -2495566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2495663.500000 Penalty: 3218.779541
	Iteration 16Q: 3 clusters Score -2495664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2495755.000000 Penalty: 3218.779541
	Iteration 17Q: 3 clusters Score -2495755 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2495848.000000 Penalty: 3218.779541
	Iteration 18Q: 3 clusters Score -2495848 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2495926.500000 Penalty: 3218.779541
	Iteration 19Q: 3 clusters Score -2495926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2496007.750000 Penalty: 3218.779541
	Iteration 20F: 3 clusters Score -2496008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2496058.000000 Penalty: 3218.779541
	Iteration 21Q: 3 clusters Score -2496058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2496107.750000 Penalty: 3218.779541
	Iteration 22Q: 3 clusters Score -2496108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2496153.500000 Penalty: 3218.779541
	Iteration 23Q: 3 clusters Score -2496154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2496193.500000 Penalty: 3218.779541
	Iteration 24Q: 3 clusters Score -2496194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2496242.500000 Penalty: 3218.779541
	Iteration 25Q: 3 clusters Score -2496242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2496274.500000 Penalty: 3218.779541
	Iteration 26Q: 3 clusters Score -2496274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2496314.250000 Penalty: 3218.779541
	Iteration 27Q: 3 clusters Score -2496314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2496376.000000 Penalty: 3218.779541
	Iteration 28Q: 3 clusters Score -2496376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2496464.250000 Penalty: 3218.779541
	Iteration 29Q: 3 clusters Score -2496464 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2496536.250000 Penalty: 3218.779541
	Iteration 30Q: 3 clusters Score -2496536 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2496585.000000 Penalty: 3218.779541
	Iteration 31Q: 3 clusters Score -2496585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -2496623.000000 Penalty: 3218.779541
	Iteration 32Q: 3 clusters Score -2496623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2496647.750000 Penalty: 3218.779541
	Iteration 33Q: 3 clusters Score -2496648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2496665.750000 Penalty: 3218.779541
	Iteration 34Q: 3 clusters Score -2496666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2496673.500000 Penalty: 3218.779541
	Iteration 35Q: 3 clusters Score -2496674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2496690.750000 Penalty: 3218.779541
	Iteration 36Q: 3 clusters Score -2496691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2496698.750000 Penalty: 3218.779541
	Iteration 37Q: 3 clusters Score -2496699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2496703.750000 Penalty: 3218.779541
	Iteration 38Q: 3 clusters Score -2496704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2496715.750000 Penalty: 3218.779541
	Iteration 39Q: 3 clusters Score -2496716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2496731.750000 Penalty: 3218.779541
	Iteration 40F: 3 clusters Score -2496732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2496745.250000 Penalty: 3218.779541
	Iteration 41Q: 3 clusters Score -2496745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2496753.000000 Penalty: 3218.779541
	Iteration 42Q: 3 clusters Score -2496753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2496755.000000 Penalty: 3218.779541
	Iteration 43Q: 3 clusters Score -2496755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2496760.250000 Penalty: 3218.779541
	Iteration 44Q: 3 clusters Score -2496760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2496762.250000 Penalty: 3218.779541
	Iteration 45Q: 3 clusters Score -2496762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2496767.750000 Penalty: 3218.779541
	Iteration 46Q: 3 clusters Score -2496768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2496772.750000 Penalty: 3218.779541
	Iteration 47Q: 3 clusters Score -2496773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2496775.000000 Penalty: 3218.779541
	Iteration 48Q: 3 clusters Score -2496775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2496770.500000 Penalty: 3218.779541
	Iteration 49Q: 3 clusters Score -2496770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2496776.000000 Penalty: 3218.779541
	Iteration 50Q: 3 clusters Score -2496776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2496774.500000 Penalty: 3218.779541
	Iteration 51Q: 3 clusters Score -2496774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2496778.750000 Penalty: 3218.779541
	Iteration 52Q: 3 clusters Score -2496779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2496776.000000 Penalty: 3218.779541
	Iteration 53Q: 3 clusters Score -2496776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2496777.250000 Penalty: 3218.779541
	Iteration 54Q: 3 clusters Score -2496777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2496775.750000 Penalty: 3218.779541
	Iteration 55Q: 3 clusters Score -2496776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2496781.250000 Penalty: 3218.779541
	Iteration 56Q: 3 clusters Score -2496781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2496782.500000 Penalty: 3218.779541
	Iteration 57Q: 3 clusters Score -2496782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2496785.250000 Penalty: 3218.779541
	Iteration 58Q: 3 clusters Score -2496785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2496787.250000 Penalty: 3218.779541
	Iteration 59Q: 3 clusters Score -2496787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2496784.500000 Penalty: 3218.779541
	Iteration 60F: 3 clusters Score -2496784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29255.125000 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29255.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28435.583984 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28435.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28510.677734 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28510.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28516.943359 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28516.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28516.943359 Penalty: 1782.559082
	Iteration 3F: 3 clusters Score -28516.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Entering Unmasked Estep 
Score: -4028110.250000 Penalty: 1685.168335
	Iteration 0F: 2 clusters Score -4028110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -4006869.000000 Penalty: 3370.336670
	Iteration 0F: 3 clusters Score -4006869 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4015062.750000 Penalty: 3370.336670
	Iteration 1F: 3 clusters Score -4015063 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4015738.250000 Penalty: 3370.336670
	Iteration 2F: 3 clusters Score -4015738 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4016586.750000 Penalty: 3370.336670
	Iteration 3F: 3 clusters Score -4016587 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -4017776.500000 Penalty: 3370.336670
	Iteration 4F: 3 clusters Score -4017776 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4019228.500000 Penalty: 3370.336670
	Iteration 5F: 3 clusters Score -4019228 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -4020793.750000 Penalty: 3370.336670
	Iteration 6F: 3 clusters Score -4020794 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -4022309.750000 Penalty: 3370.336670
	Iteration 7F: 3 clusters Score -4022310 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4023701.000000 Penalty: 3370.336670
	Iteration 8F: 3 clusters Score -4023701 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -4024831.000000 Penalty: 3370.336670
	Iteration 9Q: 3 clusters Score -4024831 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4025555.250000 Penalty: 3370.336670
	Iteration 10Q: 3 clusters Score -4025555 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -4025988.000000 Penalty: 3370.336670
	Iteration 11Q: 3 clusters Score -4025988 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4026267.000000 Penalty: 3370.336670
	Iteration 12Q: 3 clusters Score -4026267 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4026430.500000 Penalty: 3370.336670
	Iteration 13Q: 3 clusters Score -4026430 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4026522.250000 Penalty: 3370.336670
	Iteration 14Q: 3 clusters Score -4026522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -4026596.000000 Penalty: 3370.336670
	Iteration 15Q: 3 clusters Score -4026596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -4026668.500000 Penalty: 3370.336670
	Iteration 16Q: 3 clusters Score -4026668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4026693.000000 Penalty: 3370.336670
	Iteration 17Q: 3 clusters Score -4026693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4026729.500000 Penalty: 3370.336670
	Iteration 18Q: 3 clusters Score -4026730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -4026749.750000 Penalty: 3370.336670
	Iteration 19Q: 3 clusters Score -4026750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -4026766.500000 Penalty: 3370.336670
	Iteration 20F: 3 clusters Score -4026766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4026778.500000 Penalty: 3370.336670
	Iteration 21Q: 3 clusters Score -4026778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4026795.750000 Penalty: 3370.336670
	Iteration 22Q: 3 clusters Score -4026796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4026795.000000 Penalty: 3370.336670
	Iteration 23Q: 3 clusters Score -4026795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4026813.250000 Penalty: 3370.336670
	Iteration 24Q: 3 clusters Score -4026813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4026826.750000 Penalty: 3370.336670
	Iteration 25Q: 3 clusters Score -4026827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4026826.000000 Penalty: 3370.336670
	Iteration 26Q: 3 clusters Score -4026826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4026822.000000 Penalty: 3370.336670
	Iteration 27Q: 3 clusters Score -4026822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -4026828.000000 Penalty: 3370.336670
	Iteration 28Q: 3 clusters Score -4026828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4026831.000000 Penalty: 3370.336670
	Iteration 29Q: 3 clusters Score -4026831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4026835.000000 Penalty: 3370.336670
	Iteration 30Q: 3 clusters Score -4026835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4026841.750000 Penalty: 3370.336670
	Iteration 31Q: 3 clusters Score -4026842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4026838.000000 Penalty: 3370.336670
	Iteration 32Q: 3 clusters Score -4026838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -4026836.000000 Penalty: 3370.336670
	Iteration 33Q: 3 clusters Score -4026836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4026838.250000 Penalty: 3370.336670
	Iteration 34Q: 3 clusters Score -4026838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4026840.500000 Penalty: 3370.336670
	Iteration 35Q: 3 clusters Score -4026840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4026845.250000 Penalty: 3370.336670
	Iteration 36Q: 3 clusters Score -4026845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -4026845.000000 Penalty: 3370.336670
	Iteration 37Q: 3 clusters Score -4026845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4026845.500000 Penalty: 3370.336670
	Iteration 38Q: 3 clusters Score -4026846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -4026846.000000 Penalty: 3370.336670
	Iteration 39Q: 3 clusters Score -4026846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -4026846.250000 Penalty: 3370.336670
	Iteration 40F: 3 clusters Score -4026846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4026842.250000 Penalty: 3370.336670
	Iteration 41Q: 3 clusters Score -4026842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4026846.750000 Penalty: 3370.336670
	Iteration 42Q: 3 clusters Score -4026847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4026846.000000 Penalty: 3370.336670
	Iteration 43Q: 3 clusters Score -4026846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4026842.750000 Penalty: 3370.336670
	Iteration 44Q: 3 clusters Score -4026843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4026846.000000 Penalty: 3370.336670
	Iteration 45Q: 3 clusters Score -4026846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4026846.000000 Penalty: 3370.336670
	Iteration 46Q: 3 clusters Score -4026846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4026849.500000 Penalty: 3370.336670
	Iteration 47Q: 3 clusters Score -4026850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4026852.750000 Penalty: 3370.336670
	Iteration 48Q: 3 clusters Score -4026853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4026850.500000 Penalty: 3370.336670
	Iteration 49Q: 3 clusters Score -4026850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4026850.500000 Penalty: 3370.336670
	Iteration 50F: 3 clusters Score -4026850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (16573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Entering Unmasked Estep 
Score: -2144036.750000 Penalty: 1578.773682
	Iteration 0F: 2 clusters Score -2144037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2132658.750000 Penalty: 3157.547363
	Iteration 0F: 3 clusters Score -2132659 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2136511.500000 Penalty: 3157.547363
	Iteration 1F: 3 clusters Score -2136512 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2136774.750000 Penalty: 3157.547363
	Iteration 2Q: 3 clusters Score -2136775 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2136972.750000 Penalty: 3157.547363
	Iteration 3Q: 3 clusters Score -2136973 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2137163.250000 Penalty: 3157.547363
	Iteration 4Q: 3 clusters Score -2137163 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2137345.500000 Penalty: 3157.547363
	Iteration 5Q: 3 clusters Score -2137346 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2137536.750000 Penalty: 3157.547363
	Iteration 6Q: 3 clusters Score -2137537 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2137783.250000 Penalty: 3157.547363
	Iteration 7Q: 3 clusters Score -2137783 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2138106.250000 Penalty: 3157.547363
	Iteration 8Q: 3 clusters Score -2138106 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2138586.000000 Penalty: 3157.547363
	Iteration 9Q: 3 clusters Score -2138586 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2139223.750000 Penalty: 3157.547363
	Iteration 10F: 3 clusters Score -2139224 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2139976.500000 Penalty: 3157.547363
	Iteration 11F: 3 clusters Score -2139976 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2140773.750000 Penalty: 3157.547363
	Iteration 12F: 3 clusters Score -2140774 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2141475.000000 Penalty: 3157.547363
	Iteration 13Q: 3 clusters Score -2141475 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2141950.750000 Penalty: 3157.547363
	Iteration 14Q: 3 clusters Score -2141951 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2142256.750000 Penalty: 3157.547363
	Iteration 15Q: 3 clusters Score -2142257 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2142434.500000 Penalty: 3157.547363
	Iteration 16Q: 3 clusters Score -2142434 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2142552.750000 Penalty: 3157.547363
	Iteration 17Q: 3 clusters Score -2142553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2142603.500000 Penalty: 3157.547363
	Iteration 18Q: 3 clusters Score -2142604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2142641.250000 Penalty: 3157.547363
	Iteration 19Q: 3 clusters Score -2142641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -2142668.250000 Penalty: 3157.547363
	Iteration 20F: 3 clusters Score -2142668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2142682.750000 Penalty: 3157.547363
	Iteration 21Q: 3 clusters Score -2142683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2142696.750000 Penalty: 3157.547363
	Iteration 22Q: 3 clusters Score -2142697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2142700.000000 Penalty: 3157.547363
	Iteration 23Q: 3 clusters Score -2142700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2142707.000000 Penalty: 3157.547363
	Iteration 24Q: 3 clusters Score -2142707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2142712.500000 Penalty: 3157.547363
	Iteration 25Q: 3 clusters Score -2142712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2142717.000000 Penalty: 3157.547363
	Iteration 26Q: 3 clusters Score -2142717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2142716.250000 Penalty: 3157.547363
	Iteration 27Q: 3 clusters Score -2142716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2142718.500000 Penalty: 3157.547363
	Iteration 28Q: 3 clusters Score -2142718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2142721.250000 Penalty: 3157.547363
	Iteration 29Q: 3 clusters Score -2142721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2142721.750000 Penalty: 3157.547363
	Iteration 30Q: 3 clusters Score -2142722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2142720.500000 Penalty: 3157.547363
	Iteration 31Q: 3 clusters Score -2142720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2142724.000000 Penalty: 3157.547363
	Iteration 32Q: 3 clusters Score -2142724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2142724.250000 Penalty: 3157.547363
	Iteration 33Q: 3 clusters Score -2142724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2142726.500000 Penalty: 3157.547363
	Iteration 34Q: 3 clusters Score -2142726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2142726.500000 Penalty: 3157.547363
	Iteration 35Q: 3 clusters Score -2142726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2142726.500000 Penalty: 3157.547363
	Iteration 36F: 3 clusters Score -2142726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Entering Unmasked Estep 
Score: -325267.500000 Penalty: 1274.497925
	Iteration 0F: 2 clusters Score -325267.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -322832.937500 Penalty: 2548.995850
	Iteration 0F: 3 clusters Score -322832.9 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -323381.781250 Penalty: 2548.995850
	Iteration 1F: 3 clusters Score -323381.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -323509.656250 Penalty: 2548.995850
	Iteration 2F: 3 clusters Score -323509.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -323578.500000 Penalty: 2548.995850
	Iteration 3F: 3 clusters Score -323578.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -323613.343750 Penalty: 2548.995850
	Iteration 4Q: 3 clusters Score -323613.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -323641.406250 Penalty: 2548.995850
	Iteration 5Q: 3 clusters Score -323641.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -323664.531250 Penalty: 2548.995850
	Iteration 6Q: 3 clusters Score -323664.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -323679.750000 Penalty: 2548.995850
	Iteration 7Q: 3 clusters Score -323679.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -323690.093750 Penalty: 2548.995850
	Iteration 8Q: 3 clusters Score -323690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -323695.468750 Penalty: 2548.995850
	Iteration 9Q: 3 clusters Score -323695.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -323698.218750 Penalty: 2548.995850
	Iteration 10Q: 3 clusters Score -323698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -323700.468750 Penalty: 2548.995850
	Iteration 11Q: 3 clusters Score -323700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -323702.562500 Penalty: 2548.995850
	Iteration 12Q: 3 clusters Score -323702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -323706.062500 Penalty: 2548.995850
	Iteration 13Q: 3 clusters Score -323706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -323708.750000 Penalty: 2548.995850
	Iteration 14Q: 3 clusters Score -323708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -323712.750000 Penalty: 2548.995850
	Iteration 15Q: 3 clusters Score -323712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -323715.000000 Penalty: 2548.995850
	Iteration 16Q: 3 clusters Score -323715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -323716.906250 Penalty: 2548.995850
	Iteration 17Q: 3 clusters Score -323716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -323718.750000 Penalty: 2548.995850
	Iteration 18Q: 3 clusters Score -323718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -323722.406250 Penalty: 2548.995850
	Iteration 19Q: 3 clusters Score -323722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323724.437500 Penalty: 2548.995850
	Iteration 20F: 3 clusters Score -323724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -323726.000000 Penalty: 2548.995850
	Iteration 21Q: 3 clusters Score -323726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323726.843750 Penalty: 2548.995850
	Iteration 22Q: 3 clusters Score -323726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -323727.812500 Penalty: 2548.995850
	Iteration 23Q: 3 clusters Score -323727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323728.312500 Penalty: 2548.995850
	Iteration 24Q: 3 clusters Score -323728.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -323730.156250 Penalty: 2548.995850
	Iteration 25Q: 3 clusters Score -323730.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -323731.375000 Penalty: 2548.995850
	Iteration 26Q: 3 clusters Score -323731.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -323732.250000 Penalty: 2548.995850
	Iteration 27Q: 3 clusters Score -323732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -323734.250000 Penalty: 2548.995850
	Iteration 28Q: 3 clusters Score -323734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -323735.593750 Penalty: 2548.995850
	Iteration 29Q: 3 clusters Score -323735.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -323737.343750 Penalty: 2548.995850
	Iteration 30Q: 3 clusters Score -323737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -323740.375000 Penalty: 2548.995850
	Iteration 31Q: 3 clusters Score -323740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -323743.093750 Penalty: 2548.995850
	Iteration 32Q: 3 clusters Score -323743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -323744.750000 Penalty: 2548.995850
	Iteration 33Q: 3 clusters Score -323744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -323747.593750 Penalty: 2548.995850
	Iteration 34Q: 3 clusters Score -323747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -323749.781250 Penalty: 2548.995850
	Iteration 35Q: 3 clusters Score -323749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -323750.312500 Penalty: 2548.995850
	Iteration 36Q: 3 clusters Score -323750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -323750.937500 Penalty: 2548.995850
	Iteration 37Q: 3 clusters Score -323750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -323751.093750 Penalty: 2548.995850
	Iteration 38Q: 3 clusters Score -323751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -323751.781250 Penalty: 2548.995850
	Iteration 39Q: 3 clusters Score -323751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -323752.093750 Penalty: 2548.995850
	Iteration 40F: 3 clusters Score -323752.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -323752.312500 Penalty: 2548.995850
	Iteration 41Q: 3 clusters Score -323752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -323752.562500 Penalty: 2548.995850
	Iteration 42Q: 3 clusters Score -323752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -323752.562500 Penalty: 2548.995850
	Iteration 43F: 3 clusters Score -323752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -365289.656250 Penalty: 1304.888550
	Iteration 0F: 2 clusters Score -365289.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -362524.000000 Penalty: 2609.777100
	Iteration 0F: 3 clusters Score -362524 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -363164.125000 Penalty: 2609.777100
	Iteration 1F: 3 clusters Score -363164.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -363334.656250 Penalty: 2609.777100
	Iteration 2F: 3 clusters Score -363334.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -363446.500000 Penalty: 2609.777100
	Iteration 3F: 3 clusters Score -363446.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -363539.531250 Penalty: 2609.777100
	Iteration 4Q: 3 clusters Score -363539.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -363611.531250 Penalty: 2609.777100
	Iteration 5Q: 3 clusters Score -363611.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -363664.937500 Penalty: 2609.777100
	Iteration 6Q: 3 clusters Score -363664.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -363723.875000 Penalty: 2609.777100
	Iteration 7Q: 3 clusters Score -363723.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -363796.687500 Penalty: 2609.777100
	Iteration 8Q: 3 clusters Score -363796.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -363860.781250 Penalty: 2609.777100
	Iteration 9Q: 3 clusters Score -363860.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -363923.750000 Penalty: 2609.777100
	Iteration 10Q: 3 clusters Score -363923.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -363987.156250 Penalty: 2609.777100
	Iteration 11Q: 3 clusters Score -363987.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -364073.937500 Penalty: 2609.777100
	Iteration 12Q: 3 clusters Score -364073.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -364182.187500 Penalty: 2609.777100
	Iteration 13Q: 3 clusters Score -364182.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -364298.437500 Penalty: 2609.777100
	Iteration 14Q: 3 clusters Score -364298.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -364403.093750 Penalty: 2609.777100
	Iteration 15Q: 3 clusters Score -364403.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -364497.750000 Penalty: 2609.777100
	Iteration 16Q: 3 clusters Score -364497.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -364586.156250 Penalty: 2609.777100
	Iteration 17Q: 3 clusters Score -364586.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -364651.531250 Penalty: 2609.777100
	Iteration 18Q: 3 clusters Score -364651.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -364702.375000 Penalty: 2609.777100
	Iteration 19Q: 3 clusters Score -364702.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -364734.343750 Penalty: 2609.777100
	Iteration 20F: 3 clusters Score -364734.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -364753.437500 Penalty: 2609.777100
	Iteration 21Q: 3 clusters Score -364753.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -364764.687500 Penalty: 2609.777100
	Iteration 22Q: 3 clusters Score -364764.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -364771.406250 Penalty: 2609.777100
	Iteration 23Q: 3 clusters Score -364771.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -364775.031250 Penalty: 2609.777100
	Iteration 24Q: 3 clusters Score -364775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -364777.218750 Penalty: 2609.777100
	Iteration 25Q: 3 clusters Score -364777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -364777.718750 Penalty: 2609.777100
	Iteration 26Q: 3 clusters Score -364777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -364777.718750 Penalty: 2609.777100
	Iteration 27F: 3 clusters Score -364777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -14321.981445 Penalty: 887.182678
	Iteration 0F: 2 clusters Score -14321.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13684.332031 Penalty: 1774.365356
	Iteration 0F: 3 clusters Score -13684.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14005.770508 Penalty: 1774.365356
	Iteration 1F: 3 clusters Score -14005.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14060.462891 Penalty: 1774.365356
	Iteration 2F: 3 clusters Score -14060.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -14080.883789 Penalty: 1774.365356
	Iteration 3Q: 3 clusters Score -14080.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14103.800781 Penalty: 1774.365356
	Iteration 4Q: 3 clusters Score -14103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14103.800781 Penalty: 1774.365356
	Iteration 5F: 3 clusters Score -14103.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -154845.578125 Penalty: 1153.754395
	Iteration 0F: 2 clusters Score -154845.6 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 597 members 
Entering Unmasked Estep 
Score: -153254.484375 Penalty: 2307.508789
	Iteration 0F: 3 clusters Score -153254.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153580.515625 Penalty: 2307.508789
	Iteration 1F: 3 clusters Score -153580.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153658.390625 Penalty: 2307.508789
	Iteration 2F: 3 clusters Score -153658.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153699.625000 Penalty: 2307.508789
	Iteration 3Q: 3 clusters Score -153699.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153722.984375 Penalty: 2307.508789
	Iteration 4Q: 3 clusters Score -153723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153738.500000 Penalty: 2307.508789
	Iteration 5Q: 3 clusters Score -153738.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153745.000000 Penalty: 2307.508789
	Iteration 6Q: 3 clusters Score -153745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153750.015625 Penalty: 2307.508789
	Iteration 7Q: 3 clusters Score -153750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153753.656250 Penalty: 2307.508789
	Iteration 8Q: 3 clusters Score -153753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153753.656250 Penalty: 2307.508789
	Iteration 9F: 3 clusters Score -153753.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -16098.600586 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -16098.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -15481.023438 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -15481.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -15636.908203 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -15636.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15694.412109 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -15694.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15715.157227 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -15715.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15717.490234 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -15717.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15717.490234 Penalty: 1667.217041
	Iteration 5F: 3 clusters Score -15717.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -764357.750000 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -764357.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -759657.062500 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -759657.1 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -761115.000000 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -761115 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -761453.625000 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -761453.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -761711.687500 Penalty: 2831.967529
	Iteration 3F: 3 clusters Score -761711.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -761901.812500 Penalty: 2831.967529
	Iteration 4F: 3 clusters Score -761901.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -762076.812500 Penalty: 2831.967529
	Iteration 5Q: 3 clusters Score -762076.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -762250.500000 Penalty: 2831.967529
	Iteration 6Q: 3 clusters Score -762250.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -762430.812500 Penalty: 2831.967529
	Iteration 7Q: 3 clusters Score -762430.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -762608.812500 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -762608.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -762769.687500 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -762769.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -762916.562500 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -762916.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -763012.375000 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -763012.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -763101.062500 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -763101.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -763166.812500 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -763166.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -763214.625000 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -763214.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -763262.562500 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -763262.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -763300.500000 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -763300.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -763332.625000 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -763332.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -763360.500000 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -763360.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -763382.062500 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -763382.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -763395.937500 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -763395.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -763404.062500 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -763404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -763410.375000 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -763410.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -763419.625000 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -763419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -763424.875000 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -763424.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -763425.812500 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -763425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -763429.625000 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -763429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -763429.375000 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -763429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -763431.562500 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -763431.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -763435.312500 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -763435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -763436.625000 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -763436.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -763436.500000 Penalty: 2831.967529
	Iteration 31Q: 3 clusters Score -763436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -763438.625000 Penalty: 2831.967529
	Iteration 32Q: 3 clusters Score -763438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -763439.375000 Penalty: 2831.967529
	Iteration 33Q: 3 clusters Score -763439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -763438.875000 Penalty: 2831.967529
	Iteration 34Q: 3 clusters Score -763438.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -763440.125000 Penalty: 2831.967529
	Iteration 35Q: 3 clusters Score -763440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -763441.375000 Penalty: 2831.967529
	Iteration 36Q: 3 clusters Score -763441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -763442.812500 Penalty: 2831.967529
	Iteration 37Q: 3 clusters Score -763442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -763445.937500 Penalty: 2831.967529
	Iteration 38Q: 3 clusters Score -763445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -763445.937500 Penalty: 2831.967529
	Iteration 39Q: 3 clusters Score -763445.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -763445.750000 Penalty: 2831.967529
	Iteration 40F: 3 clusters Score -763445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -763446.437500 Penalty: 2831.967529
	Iteration 41Q: 3 clusters Score -763446.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -763448.312500 Penalty: 2831.967529
	Iteration 42Q: 3 clusters Score -763448.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -763451.062500 Penalty: 2831.967529
	Iteration 43Q: 3 clusters Score -763451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -763456.000000 Penalty: 2831.967529
	Iteration 44Q: 3 clusters Score -763456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -763461.187500 Penalty: 2831.967529
	Iteration 45Q: 3 clusters Score -763461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -763465.625000 Penalty: 2831.967529
	Iteration 46Q: 3 clusters Score -763465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -763473.062500 Penalty: 2831.967529
	Iteration 47Q: 3 clusters Score -763473.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -763478.937500 Penalty: 2831.967529
	Iteration 48Q: 3 clusters Score -763478.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -763485.437500 Penalty: 2831.967529
	Iteration 49Q: 3 clusters Score -763485.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -763490.812500 Penalty: 2831.967529
	Iteration 50Q: 3 clusters Score -763490.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -763494.375000 Penalty: 2831.967529
	Iteration 51Q: 3 clusters Score -763494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -763494.875000 Penalty: 2831.967529
	Iteration 52Q: 3 clusters Score -763494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -763495.625000 Penalty: 2831.967529
	Iteration 53Q: 3 clusters Score -763495.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -763496.812500 Penalty: 2831.967529
	Iteration 54Q: 3 clusters Score -763496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -763496.937500 Penalty: 2831.967529
	Iteration 55Q: 3 clusters Score -763496.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -763497.062500 Penalty: 2831.967529
	Iteration 56Q: 3 clusters Score -763497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -763498.687500 Penalty: 2831.967529
	Iteration 57Q: 3 clusters Score -763498.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -763497.875000 Penalty: 2831.967529
	Iteration 58Q: 3 clusters Score -763497.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -763499.500000 Penalty: 2831.967529
	Iteration 59Q: 3 clusters Score -763499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -763499.500000 Penalty: 2831.967529
	Iteration 60F: 3 clusters Score -763499.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -42422.234375 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -42422.23 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 234 members 
Entering Unmasked Estep 
Score: -41525.113281 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -41525.11 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42023.097656 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -42023.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42425.296875 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -42425.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42647.128906 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -42647.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42811.953125 Penalty: 1991.941284
	Iteration 4F: 3 clusters Score -42811.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42920.378906 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -42920.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43028.195312 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -43028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43108.300781 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -43108.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43220.250000 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -43220.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43285.648438 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -43285.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43356.726562 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -43356.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43405.070312 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -43405.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43438.460938 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -43438.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43480.628906 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -43480.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43483.449219 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -43483.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43484.046875 Penalty: 1991.941284
	Iteration 15F: 3 clusters Score -43484.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43491.714844 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -43491.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43502.835938 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -43502.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43504.972656 Penalty: 1991.941284
	Iteration 18Q: 3 clusters Score -43504.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43504.972656 Penalty: 1991.941284
	Iteration 19F: 3 clusters Score -43504.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 80465 members 
Mstep: Class 3 contains 15569 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 21639 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81381 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 31897 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 26731 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 119708 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 201 members 
Mstep: Class 28 contains 258 members 
Entering Unmasked Estep 
Score: -59775596.000000 Penalty: 59499.636719
Splitting cluster 27 changes total score from -59773500.000000 to -59775596.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 80465 members 
Mstep: Class 3 contains 15569 members 
Mstep: Class 4 contains 729 members 
Mstep: Class 5 contains 3040 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 21639 members 
Mstep: Class 10 contains 8938 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81381 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7061 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 31897 members 
Mstep: Class 18 contains 16573 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 3072 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 26 contains 6086 members 
Mstep: Class 27 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778540.000000 Penalty: 59499.636719
Iteration 79Q: 29 clusters Score -5.977854e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 81365 members 
Mstep: Class 3 contains 15701 members 
Mstep: Class 4 contains 711 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 7188 members 
Mstep: Class 9 contains 21890 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81368 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7176 members 
Mstep: Class 15 contains 20001 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 31734 members 
Mstep: Class 18 contains 16066 members 
Mstep: Class 19 contains 2543 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 21 contains 231 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 26371 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 118823 members 
Mstep: Class 26 contains 6100 members 
Mstep: Class 27 contains 221 members 
Mstep: Class 28 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781856.000000 Penalty: 59499.636719
Iteration 80F: 29 clusters Score -5.978186e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 80574 members 
Mstep: Class 3 contains 15640 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 3309 members 
Mstep: Class 6 contains 5269 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 21839 members 
Mstep: Class 10 contains 8879 members 
Mstep: Class 11 contains 518 members 
Mstep: Class 12 contains 81078 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7182 members 
Mstep: Class 15 contains 19967 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31568 members 
Mstep: Class 18 contains 15632 members 
Mstep: Class 19 contains 2536 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 1198 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 120153 members 
Mstep: Class 26 contains 6201 members 
Mstep: Class 27 contains 227 members 
Mstep: Class 28 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782472.000000 Penalty: 59499.636719
Iteration 81Q: 29 clusters Score -5.978247e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 79959 members 
Mstep: Class 3 contains 15571 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 3428 members 
Mstep: Class 6 contains 5284 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 21808 members 
Mstep: Class 10 contains 8857 members 
Mstep: Class 11 contains 517 members 
Mstep: Class 12 contains 80903 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7201 members 
Mstep: Class 15 contains 19949 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31441 members 
Mstep: Class 18 contains 15323 members 
Mstep: Class 19 contains 2530 members 
Mstep: Class 20 contains 3093 members 
Mstep: Class 21 contains 228 members 
Mstep: Class 22 contains 1191 members 
Mstep: Class 23 contains 26791 members 
Mstep: Class 24 contains 169 members 
Mstep: Class 25 contains 121063 members 
Mstep: Class 26 contains 6285 members 
Mstep: Class 27 contains 232 members 
Mstep: Class 28 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782508.000000 Penalty: 59499.636719
Iteration 82Q: 29 clusters Score -5.978251e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 79496 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 3550 members 
Mstep: Class 6 contains 5293 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7175 members 
Mstep: Class 9 contains 21771 members 
Mstep: Class 10 contains 8855 members 
Mstep: Class 11 contains 514 members 
Mstep: Class 12 contains 80778 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 19944 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31320 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2521 members 
Mstep: Class 20 contains 3100 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1183 members 
Mstep: Class 23 contains 26947 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 121683 members 
Mstep: Class 26 contains 6359 members 
Mstep: Class 27 contains 241 members 
Mstep: Class 28 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782536.000000 Penalty: 59499.636719
Iteration 83Q: 29 clusters Score -5.978254e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 79173 members 
Mstep: Class 3 contains 15454 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 5310 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 7172 members 
Mstep: Class 9 contains 21742 members 
Mstep: Class 10 contains 8849 members 
Mstep: Class 11 contains 512 members 
Mstep: Class 12 contains 80694 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 19933 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31244 members 
Mstep: Class 18 contains 14952 members 
Mstep: Class 19 contains 2513 members 
Mstep: Class 20 contains 3107 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1172 members 
Mstep: Class 23 contains 27112 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122090 members 
Mstep: Class 26 contains 6405 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782568.000000 Penalty: 59499.636719
Iteration 84Q: 29 clusters Score -5.978257e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 78882 members 
Mstep: Class 3 contains 15421 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 9 contains 21739 members 
Mstep: Class 10 contains 8846 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 80628 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7226 members 
Mstep: Class 15 contains 19928 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31195 members 
Mstep: Class 18 contains 14842 members 
Mstep: Class 19 contains 2507 members 
Mstep: Class 20 contains 3111 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1165 members 
Mstep: Class 23 contains 27241 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122361 members 
Mstep: Class 26 contains 6440 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782376.000000 Penalty: 59499.636719
Iteration 85Q: 29 clusters Score -5.978238e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 78630 members 
Mstep: Class 3 contains 15387 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 3862 members 
Mstep: Class 6 contains 5328 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 7158 members 
Mstep: Class 9 contains 21725 members 
Mstep: Class 10 contains 8841 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 80559 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7223 members 
Mstep: Class 15 contains 19918 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31156 members 
Mstep: Class 18 contains 14784 members 
Mstep: Class 19 contains 2501 members 
Mstep: Class 20 contains 3116 members 
Mstep: Class 21 contains 226 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 23 contains 27368 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122599 members 
Mstep: Class 26 contains 6475 members 
Mstep: Class 27 contains 246 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782268.000000 Penalty: 59499.636719
Iteration 86Q: 29 clusters Score -5.978227e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 78397 members 
Mstep: Class 3 contains 15364 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 5332 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 21717 members 
Mstep: Class 10 contains 8836 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 80508 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7215 members 
Mstep: Class 15 contains 19905 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31120 members 
Mstep: Class 18 contains 14733 members 
Mstep: Class 19 contains 2493 members 
Mstep: Class 20 contains 3121 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1143 members 
Mstep: Class 23 contains 27510 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122744 members 
Mstep: Class 26 contains 6510 members 
Mstep: Class 27 contains 245 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782204.000000 Penalty: 59499.636719
Iteration 87Q: 29 clusters Score -5.97822e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 78208 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 6 contains 5338 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 21708 members 
Mstep: Class 10 contains 8834 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 80470 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7210 members 
Mstep: Class 15 contains 19903 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31077 members 
Mstep: Class 18 contains 14701 members 
Mstep: Class 19 contains 2487 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1136 members 
Mstep: Class 23 contains 27651 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122818 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782092.000000 Penalty: 59499.636719
Iteration 88Q: 29 clusters Score -5.978209e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 78007 members 
Mstep: Class 3 contains 15314 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 4148 members 
Mstep: Class 6 contains 5349 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 21711 members 
Mstep: Class 10 contains 8837 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 80451 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7208 members 
Mstep: Class 15 contains 19897 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31037 members 
Mstep: Class 18 contains 14690 members 
Mstep: Class 19 contains 2484 members 
Mstep: Class 20 contains 3123 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 27767 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122876 members 
Mstep: Class 26 contains 6579 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782144.000000 Penalty: 59499.636719
Iteration 89Q: 29 clusters Score -5.978214e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 77816 members 
Mstep: Class 3 contains 15294 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 5357 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 21705 members 
Mstep: Class 10 contains 8835 members 
Mstep: Class 11 contains 511 members 
Mstep: Class 12 contains 80437 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7203 members 
Mstep: Class 15 contains 19893 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31029 members 
Mstep: Class 18 contains 14680 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 27878 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122897 members 
Mstep: Class 26 contains 6594 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782060.000000 Penalty: 59499.636719
Iteration 90Q: 29 clusters Score -5.978206e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 77648 members 
Mstep: Class 3 contains 15286 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 5370 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 21708 members 
Mstep: Class 10 contains 8830 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80421 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 19884 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31020 members 
Mstep: Class 18 contains 14689 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 3127 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1129 members 
Mstep: Class 23 contains 27990 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122885 members 
Mstep: Class 26 contains 6605 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781968.000000 Penalty: 59499.636719
Iteration 91Q: 29 clusters Score -5.978197e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 77475 members 
Mstep: Class 3 contains 15277 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 21709 members 
Mstep: Class 10 contains 8831 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80397 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7184 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 31009 members 
Mstep: Class 18 contains 14701 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1130 members 
Mstep: Class 23 contains 28108 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122867 members 
Mstep: Class 26 contains 6613 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782076.000000 Penalty: 59499.636719
Iteration 92Q: 29 clusters Score -5.978208e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 77308 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 21720 members 
Mstep: Class 10 contains 8824 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80380 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7181 members 
Mstep: Class 15 contains 19878 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30996 members 
Mstep: Class 18 contains 14711 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1132 members 
Mstep: Class 23 contains 28226 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122862 members 
Mstep: Class 26 contains 6619 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782004.000000 Penalty: 59499.636719
Iteration 93Q: 29 clusters Score -5.9782e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 77154 members 
Mstep: Class 3 contains 15239 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 21723 members 
Mstep: Class 10 contains 8827 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80361 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7184 members 
Mstep: Class 15 contains 19876 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30984 members 
Mstep: Class 18 contains 14723 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1126 members 
Mstep: Class 23 contains 28343 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122857 members 
Mstep: Class 26 contains 6623 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782024.000000 Penalty: 59499.636719
Iteration 94Q: 29 clusters Score -5.978202e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 76989 members 
Mstep: Class 3 contains 15225 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4642 members 
Mstep: Class 6 contains 5396 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 21727 members 
Mstep: Class 10 contains 8827 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80350 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7179 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30973 members 
Mstep: Class 18 contains 14732 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 28459 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122873 members 
Mstep: Class 26 contains 6629 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782080.000000 Penalty: 59499.636719
Iteration 95Q: 29 clusters Score -5.978208e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 76825 members 
Mstep: Class 3 contains 15207 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4707 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 21729 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80343 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7174 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30965 members 
Mstep: Class 18 contains 14747 members 
Mstep: Class 19 contains 2480 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 28572 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122878 members 
Mstep: Class 26 contains 6634 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781968.000000 Penalty: 59499.636719
Iteration 96Q: 29 clusters Score -5.978197e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76683 members 
Mstep: Class 3 contains 15198 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4774 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7136 members 
Mstep: Class 9 contains 21738 members 
Mstep: Class 10 contains 8830 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80332 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7169 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30957 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 3130 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 28673 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122857 members 
Mstep: Class 26 contains 6639 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781976.000000 Penalty: 59499.636719
Iteration 97Q: 29 clusters Score -5.978198e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 76544 members 
Mstep: Class 3 contains 15190 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 5397 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7131 members 
Mstep: Class 9 contains 21737 members 
Mstep: Class 10 contains 8832 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80330 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7167 members 
Mstep: Class 15 contains 19877 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30948 members 
Mstep: Class 18 contains 14779 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 3131 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1109 members 
Mstep: Class 23 contains 28754 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122861 members 
Mstep: Class 26 contains 6643 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781952.000000 Penalty: 59499.636719
Iteration 98Q: 29 clusters Score -5.978195e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 76422 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7129 members 
Mstep: Class 9 contains 21742 members 
Mstep: Class 10 contains 8831 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80332 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7160 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30937 members 
Mstep: Class 18 contains 14804 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1106 members 
Mstep: Class 23 contains 28833 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122835 members 
Mstep: Class 26 contains 6648 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781908.000000 Penalty: 59499.636719
Iteration 99Q: 29 clusters Score -5.978191e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 76308 members 
Mstep: Class 3 contains 15175 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7128 members 
Mstep: Class 9 contains 21748 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80330 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7156 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30922 members 
Mstep: Class 18 contains 14824 members 
Mstep: Class 19 contains 2479 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 28911 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122818 members 
Mstep: Class 26 contains 6654 members 
Mstep: Class 27 contains 244 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782056.000000 Penalty: 59499.636719
Iteration 100F: 29 clusters Score -5.978206e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 76212 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 5001 members 
Mstep: Class 6 contains 5392 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7127 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80323 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7153 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30908 members 
Mstep: Class 18 contains 14848 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 225 members 
Mstep: Class 22 contains 1101 members 
Mstep: Class 23 contains 28977 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122791 members 
Mstep: Class 26 contains 6656 members 
Mstep: Class 27 contains 252 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782396.000000 Penalty: 59499.636719
Iteration 101Q: 29 clusters Score -5.97824e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 76104 members 
Mstep: Class 3 contains 15160 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 21761 members 
Mstep: Class 10 contains 8824 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80326 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7151 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30900 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 29033 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122801 members 
Mstep: Class 26 contains 6659 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782496.000000 Penalty: 59499.636719
Iteration 102Q: 29 clusters Score -5.97825e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 76004 members 
Mstep: Class 3 contains 15150 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 5086 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 21755 members 
Mstep: Class 10 contains 8823 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 80324 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7152 members 
Mstep: Class 15 contains 19883 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30887 members 
Mstep: Class 18 contains 14864 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1100 members 
Mstep: Class 23 contains 29102 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122808 members 
Mstep: Class 26 contains 6666 members 
Mstep: Class 27 contains 254 members 
Mstep: Class 28 contains 277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782644.000000 Penalty: 59499.636719
Iteration 103Q: 29 clusters Score -5.978264e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 75891 members 
Mstep: Class 3 contains 15138 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 21757 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80320 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7153 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30878 members 
Mstep: Class 18 contains 14871 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1097 members 
Mstep: Class 23 contains 29176 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122820 members 
Mstep: Class 26 contains 6668 members 
Mstep: Class 27 contains 255 members 
Mstep: Class 28 contains 276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782628.000000 Penalty: 59499.636719
Iteration 104Q: 29 clusters Score -5.978263e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 75798 members 
Mstep: Class 3 contains 15134 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5167 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7124 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80315 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 19876 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30872 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 29245 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122824 members 
Mstep: Class 26 contains 6670 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782556.000000 Penalty: 59499.636719
Iteration 105Q: 29 clusters Score -5.978256e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 75703 members 
Mstep: Class 3 contains 15130 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80309 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30866 members 
Mstep: Class 18 contains 14895 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1090 members 
Mstep: Class 23 contains 29302 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122832 members 
Mstep: Class 26 contains 6671 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782628.000000 Penalty: 59499.636719
Iteration 106Q: 29 clusters Score -5.978263e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 75623 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5234 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80306 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7149 members 
Mstep: Class 15 contains 19875 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30861 members 
Mstep: Class 18 contains 14901 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 29352 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122826 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782648.000000 Penalty: 59499.636719
Iteration 107Q: 29 clusters Score -5.978265e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 75549 members 
Mstep: Class 3 contains 15123 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5274 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 21753 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80300 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7145 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30855 members 
Mstep: Class 18 contains 14905 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29405 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122820 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782716.000000 Penalty: 59499.636719
Iteration 108Q: 29 clusters Score -5.978272e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 75477 members 
Mstep: Class 3 contains 15121 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7123 members 
Mstep: Class 9 contains 21750 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80301 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7141 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30851 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29454 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122803 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782648.000000 Penalty: 59499.636719
Iteration 109Q: 29 clusters Score -5.978265e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 75421 members 
Mstep: Class 3 contains 15122 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5362 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 9 contains 21750 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80306 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7140 members 
Mstep: Class 15 contains 19883 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30847 members 
Mstep: Class 18 contains 14916 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29491 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122772 members 
Mstep: Class 26 contains 6672 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782656.000000 Penalty: 59499.636719
Iteration 110Q: 29 clusters Score -5.978266e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 75359 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5394 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 21749 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80302 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7137 members 
Mstep: Class 15 contains 19883 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30841 members 
Mstep: Class 18 contains 14918 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3133 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29520 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122785 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782592.000000 Penalty: 59499.636719
Iteration 111Q: 29 clusters Score -5.978259e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 75312 members 
Mstep: Class 3 contains 15120 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 5401 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80307 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 19887 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30839 members 
Mstep: Class 18 contains 14921 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29536 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122784 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782592.000000 Penalty: 59499.636719
Iteration 112Q: 29 clusters Score -5.978259e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 75278 members 
Mstep: Class 3 contains 15119 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5445 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 7114 members 
Mstep: Class 9 contains 21753 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80302 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 19886 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30835 members 
Mstep: Class 18 contains 14923 members 
Mstep: Class 19 contains 2478 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29553 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122788 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782632.000000 Penalty: 59499.636719
Iteration 113Q: 29 clusters Score -5.978263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 75254 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21746 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80299 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 19883 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30833 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 2477 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29569 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122788 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782564.000000 Penalty: 59499.636719
Iteration 114Q: 29 clusters Score -5.978256e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 75235 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5489 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21744 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80302 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30828 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29584 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122775 members 
Mstep: Class 26 contains 6673 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782556.000000 Penalty: 59499.636719
Iteration 115Q: 29 clusters Score -5.978256e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 75218 members 
Mstep: Class 3 contains 15118 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80296 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30820 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122766 members 
Mstep: Class 26 contains 6674 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782556.000000 Penalty: 59499.636719
Iteration 116Q: 29 clusters Score -5.978256e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 75192 members 
Mstep: Class 3 contains 15118 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80296 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30818 members 
Mstep: Class 18 contains 14929 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29610 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122752 members 
Mstep: Class 26 contains 6675 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782568.000000 Penalty: 59499.636719
Iteration 117Q: 29 clusters Score -5.978257e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 75170 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5553 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8816 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80296 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3135 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29621 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122737 members 
Mstep: Class 26 contains 6678 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782568.000000 Penalty: 59499.636719
Iteration 118Q: 29 clusters Score -5.978257e+07 nChanged 58
Entering ConstructFrom: 
Score: -59782568.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (13962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Entering Unmasked Estep 
Score: -1757979.000000 Penalty: 1550.915405
	Iteration 0F: 2 clusters Score -1757979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1748340.750000 Penalty: 3101.830811
	Iteration 0F: 3 clusters Score -1748341 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1751740.125000 Penalty: 3101.830811
	Iteration 1F: 3 clusters Score -1751740 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1752141.875000 Penalty: 3101.830811
	Iteration 2F: 3 clusters Score -1752142 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1752612.625000 Penalty: 3101.830811
	Iteration 3F: 3 clusters Score -1752613 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1753218.625000 Penalty: 3101.830811
	Iteration 4F: 3 clusters Score -1753219 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1753986.750000 Penalty: 3101.830811
	Iteration 5F: 3 clusters Score -1753987 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1754828.000000 Penalty: 3101.830811
	Iteration 6F: 3 clusters Score -1754828 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1755544.125000 Penalty: 3101.830811
	Iteration 7F: 3 clusters Score -1755544 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1756142.375000 Penalty: 3101.830811
	Iteration 8Q: 3 clusters Score -1756142 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1756554.000000 Penalty: 3101.830811
	Iteration 9Q: 3 clusters Score -1756554 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1756783.375000 Penalty: 3101.830811
	Iteration 10Q: 3 clusters Score -1756783 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1756913.750000 Penalty: 3101.830811
	Iteration 11Q: 3 clusters Score -1756914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1756988.625000 Penalty: 3101.830811
	Iteration 12Q: 3 clusters Score -1756989 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1757063.250000 Penalty: 3101.830811
	Iteration 13Q: 3 clusters Score -1757063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1757114.500000 Penalty: 3101.830811
	Iteration 14Q: 3 clusters Score -1757114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1757146.500000 Penalty: 3101.830811
	Iteration 15Q: 3 clusters Score -1757146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1757175.500000 Penalty: 3101.830811
	Iteration 16Q: 3 clusters Score -1757176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1757180.000000 Penalty: 3101.830811
	Iteration 17Q: 3 clusters Score -1757180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1757191.500000 Penalty: 3101.830811
	Iteration 18Q: 3 clusters Score -1757192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1757199.875000 Penalty: 3101.830811
	Iteration 19Q: 3 clusters Score -1757200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1757212.000000 Penalty: 3101.830811
	Iteration 20F: 3 clusters Score -1757212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1757214.125000 Penalty: 3101.830811
	Iteration 21Q: 3 clusters Score -1757214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1757225.250000 Penalty: 3101.830811
	Iteration 22Q: 3 clusters Score -1757225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1757230.625000 Penalty: 3101.830811
	Iteration 23Q: 3 clusters Score -1757231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1757238.250000 Penalty: 3101.830811
	Iteration 24Q: 3 clusters Score -1757238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1757245.750000 Penalty: 3101.830811
	Iteration 25Q: 3 clusters Score -1757246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1757250.750000 Penalty: 3101.830811
	Iteration 26Q: 3 clusters Score -1757251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1757255.000000 Penalty: 3101.830811
	Iteration 27Q: 3 clusters Score -1757255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1757256.125000 Penalty: 3101.830811
	Iteration 28Q: 3 clusters Score -1757256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1757260.250000 Penalty: 3101.830811
	Iteration 29Q: 3 clusters Score -1757260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1757262.375000 Penalty: 3101.830811
	Iteration 30Q: 3 clusters Score -1757262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1757268.000000 Penalty: 3101.830811
	Iteration 31Q: 3 clusters Score -1757268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1757265.625000 Penalty: 3101.830811
	Iteration 32Q: 3 clusters Score -1757266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1757266.875000 Penalty: 3101.830811
	Iteration 33Q: 3 clusters Score -1757267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1757270.250000 Penalty: 3101.830811
	Iteration 34Q: 3 clusters Score -1757270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1757273.250000 Penalty: 3101.830811
	Iteration 35Q: 3 clusters Score -1757273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1757273.000000 Penalty: 3101.830811
	Iteration 36Q: 3 clusters Score -1757273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1757273.000000 Penalty: 3101.830811
	Iteration 37F: 3 clusters Score -1757273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Entering Unmasked Estep 
Score: -9663706.000000 Penalty: 1824.439819
	Iteration 0F: 2 clusters Score -9663706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -9613833.000000 Penalty: 3648.879639
	Iteration 0F: 3 clusters Score -9613833 nChanged 35614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -9634185.000000 Penalty: 3648.879639
	Iteration 1F: 3 clusters Score -9634185 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -9634658.000000 Penalty: 3648.879639
	Iteration 2Q: 3 clusters Score -9634658 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9635276.000000 Penalty: 3648.879639
	Iteration 3Q: 3 clusters Score -9635276 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -9636225.000000 Penalty: 3648.879639
	Iteration 4Q: 3 clusters Score -9636225 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -9637675.000000 Penalty: 3648.879639
	Iteration 5Q: 3 clusters Score -9637675 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -9640178.000000 Penalty: 3648.879639
	Iteration 6F: 3 clusters Score -9640178 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -9643679.000000 Penalty: 3648.879639
	Iteration 7F: 3 clusters Score -9643679 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -9648053.000000 Penalty: 3648.879639
	Iteration 8F: 3 clusters Score -9648053 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 62981 members 
Entering Unmasked Estep 
Score: -9651994.000000 Penalty: 3648.879639
	Iteration 9F: 3 clusters Score -9651994 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -9654979.000000 Penalty: 3648.879639
	Iteration 10Q: 3 clusters Score -9654979 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -9656979.000000 Penalty: 3648.879639
	Iteration 11Q: 3 clusters Score -9656979 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -9658355.000000 Penalty: 3648.879639
	Iteration 12Q: 3 clusters Score -9658355 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 71444 members 
Entering Unmasked Estep 
Score: -9659394.000000 Penalty: 3648.879639
	Iteration 13Q: 3 clusters Score -9659394 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -9660253.000000 Penalty: 3648.879639
	Iteration 14Q: 3 clusters Score -9660253 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -9660837.000000 Penalty: 3648.879639
	Iteration 15Q: 3 clusters Score -9660837 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -9661278.000000 Penalty: 3648.879639
	Iteration 16Q: 3 clusters Score -9661278 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 74192 members 
Entering Unmasked Estep 
Score: -9661579.000000 Penalty: 3648.879639
	Iteration 17Q: 3 clusters Score -9661579 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -9661762.000000 Penalty: 3648.879639
	Iteration 18Q: 3 clusters Score -9661762 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 74573 members 
Entering Unmasked Estep 
Score: -9661868.000000 Penalty: 3648.879639
	Iteration 19Q: 3 clusters Score -9661868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -9661947.000000 Penalty: 3648.879639
	Iteration 20F: 3 clusters Score -9661947 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -9661996.000000 Penalty: 3648.879639
	Iteration 21Q: 3 clusters Score -9661996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -9662033.000000 Penalty: 3648.879639
	Iteration 22Q: 3 clusters Score -9662033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -9662062.000000 Penalty: 3648.879639
	Iteration 23Q: 3 clusters Score -9662062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 74841 members 
Entering Unmasked Estep 
Score: -9662064.000000 Penalty: 3648.879639
	Iteration 24Q: 3 clusters Score -9662064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 74850 members 
Entering Unmasked Estep 
Score: -9662074.000000 Penalty: 3648.879639
	Iteration 25Q: 3 clusters Score -9662074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -9662097.000000 Penalty: 3648.879639
	Iteration 26Q: 3 clusters Score -9662097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -9662102.000000 Penalty: 3648.879639
	Iteration 27Q: 3 clusters Score -9662102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 74869 members 
Entering Unmasked Estep 
Score: -9662102.000000 Penalty: 3648.879639
	Iteration 28F: 3 clusters Score -9662102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Entering Unmasked Estep 
Score: -1961975.750000 Penalty: 1563.830933
	Iteration 0F: 2 clusters Score -1961976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1951432.250000 Penalty: 3127.661865
	Iteration 0F: 3 clusters Score -1951432 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1954932.625000 Penalty: 3127.661865
	Iteration 1F: 3 clusters Score -1954933 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1955148.125000 Penalty: 3127.661865
	Iteration 2Q: 3 clusters Score -1955148 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1955308.750000 Penalty: 3127.661865
	Iteration 3Q: 3 clusters Score -1955309 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1955445.875000 Penalty: 3127.661865
	Iteration 4Q: 3 clusters Score -1955446 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1955564.000000 Penalty: 3127.661865
	Iteration 5Q: 3 clusters Score -1955564 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1955664.375000 Penalty: 3127.661865
	Iteration 6Q: 3 clusters Score -1955664 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1955782.000000 Penalty: 3127.661865
	Iteration 7Q: 3 clusters Score -1955782 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1955896.750000 Penalty: 3127.661865
	Iteration 8Q: 3 clusters Score -1955897 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1956049.125000 Penalty: 3127.661865
	Iteration 9Q: 3 clusters Score -1956049 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1956269.625000 Penalty: 3127.661865
	Iteration 10Q: 3 clusters Score -1956270 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1956572.250000 Penalty: 3127.661865
	Iteration 11Q: 3 clusters Score -1956572 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1956949.375000 Penalty: 3127.661865
	Iteration 12Q: 3 clusters Score -1956949 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1957462.750000 Penalty: 3127.661865
	Iteration 13F: 3 clusters Score -1957463 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1958040.875000 Penalty: 3127.661865
	Iteration 14F: 3 clusters Score -1958041 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1958628.625000 Penalty: 3127.661865
	Iteration 15F: 3 clusters Score -1958629 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1959142.250000 Penalty: 3127.661865
	Iteration 16Q: 3 clusters Score -1959142 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1959545.375000 Penalty: 3127.661865
	Iteration 17Q: 3 clusters Score -1959545 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1959894.250000 Penalty: 3127.661865
	Iteration 18Q: 3 clusters Score -1959894 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1960126.250000 Penalty: 3127.661865
	Iteration 19Q: 3 clusters Score -1960126 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1960296.000000 Penalty: 3127.661865
	Iteration 20F: 3 clusters Score -1960296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -1960393.625000 Penalty: 3127.661865
	Iteration 21Q: 3 clusters Score -1960394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -1960446.375000 Penalty: 3127.661865
	Iteration 22Q: 3 clusters Score -1960446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1960483.875000 Penalty: 3127.661865
	Iteration 23Q: 3 clusters Score -1960484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1960500.875000 Penalty: 3127.661865
	Iteration 24Q: 3 clusters Score -1960501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -1960518.500000 Penalty: 3127.661865
	Iteration 25Q: 3 clusters Score -1960518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1960539.750000 Penalty: 3127.661865
	Iteration 26Q: 3 clusters Score -1960540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -1960557.875000 Penalty: 3127.661865
	Iteration 27Q: 3 clusters Score -1960558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1960574.625000 Penalty: 3127.661865
	Iteration 28Q: 3 clusters Score -1960575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1960584.875000 Penalty: 3127.661865
	Iteration 29Q: 3 clusters Score -1960585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1960596.375000 Penalty: 3127.661865
	Iteration 30Q: 3 clusters Score -1960596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -1960599.625000 Penalty: 3127.661865
	Iteration 31Q: 3 clusters Score -1960600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1960596.875000 Penalty: 3127.661865
	Iteration 32Q: 3 clusters Score -1960597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1960596.875000 Penalty: 3127.661865
	Iteration 33F: 3 clusters Score -1960597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -72629.031250 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -72629.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -71490.335938 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -71490.34 nChanged 215
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: -71931.460938 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -71931.46 nChanged 72
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: -72161.148438 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -72161.15 nChanged 64
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: -72372.710938 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -72372.71 nChanged 36
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: -72465.046875 Penalty: 2130.028320
	Iteration 4F: 3 clusters Score -72465.05 nChanged 30
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: -72567.242188 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -72567.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72625.226562 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -72625.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72682.929688 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -72682.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -72698.031250 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -72698.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72699.453125 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -72699.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72699.453125 Penalty: 2130.028320
	Iteration 10F: 3 clusters Score -72699.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 75156 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 321 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80293 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30813 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29630 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122718 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Mstep: Class 29 contains 381 members 
Entering Unmasked Estep 
Score: -59781604.000000 Penalty: 61624.625000
Splitting cluster 4 changes total score from -59782568.000000 to -59781604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Entering Unmasked Estep 
Score: -726942.250000 Penalty: 1401.761963
	Iteration 0F: 2 clusters Score -726942.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -722580.000000 Penalty: 2803.523926
	Iteration 0F: 3 clusters Score -722580 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -723755.625000 Penalty: 2803.523926
	Iteration 1F: 3 clusters Score -723755.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -723950.250000 Penalty: 2803.523926
	Iteration 2F: 3 clusters Score -723950.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -724099.875000 Penalty: 2803.523926
	Iteration 3F: 3 clusters Score -724099.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -724228.125000 Penalty: 2803.523926
	Iteration 4Q: 3 clusters Score -724228.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -724345.062500 Penalty: 2803.523926
	Iteration 5Q: 3 clusters Score -724345.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -724453.187500 Penalty: 2803.523926
	Iteration 6Q: 3 clusters Score -724453.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -724542.062500 Penalty: 2803.523926
	Iteration 7Q: 3 clusters Score -724542.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -724622.062500 Penalty: 2803.523926
	Iteration 8Q: 3 clusters Score -724622.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -724686.062500 Penalty: 2803.523926
	Iteration 9Q: 3 clusters Score -724686.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -724752.625000 Penalty: 2803.523926
	Iteration 10Q: 3 clusters Score -724752.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -724806.375000 Penalty: 2803.523926
	Iteration 11Q: 3 clusters Score -724806.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -724852.812500 Penalty: 2803.523926
	Iteration 12Q: 3 clusters Score -724852.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -724899.312500 Penalty: 2803.523926
	Iteration 13Q: 3 clusters Score -724899.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -724939.625000 Penalty: 2803.523926
	Iteration 14Q: 3 clusters Score -724939.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -724982.312500 Penalty: 2803.523926
	Iteration 15Q: 3 clusters Score -724982.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -725016.625000 Penalty: 2803.523926
	Iteration 16Q: 3 clusters Score -725016.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -725049.812500 Penalty: 2803.523926
	Iteration 17Q: 3 clusters Score -725049.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -725085.312500 Penalty: 2803.523926
	Iteration 18Q: 3 clusters Score -725085.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -725121.937500 Penalty: 2803.523926
	Iteration 19Q: 3 clusters Score -725121.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -725158.750000 Penalty: 2803.523926
	Iteration 20F: 3 clusters Score -725158.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -725208.687500 Penalty: 2803.523926
	Iteration 21Q: 3 clusters Score -725208.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -725252.062500 Penalty: 2803.523926
	Iteration 22Q: 3 clusters Score -725252.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -725283.062500 Penalty: 2803.523926
	Iteration 23Q: 3 clusters Score -725283.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -725301.687500 Penalty: 2803.523926
	Iteration 24Q: 3 clusters Score -725301.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -725319.562500 Penalty: 2803.523926
	Iteration 25Q: 3 clusters Score -725319.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -725333.187500 Penalty: 2803.523926
	Iteration 26Q: 3 clusters Score -725333.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -725343.625000 Penalty: 2803.523926
	Iteration 27Q: 3 clusters Score -725343.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -725357.000000 Penalty: 2803.523926
	Iteration 28Q: 3 clusters Score -725357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -725368.812500 Penalty: 2803.523926
	Iteration 29Q: 3 clusters Score -725368.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -725378.000000 Penalty: 2803.523926
	Iteration 30Q: 3 clusters Score -725378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -725385.500000 Penalty: 2803.523926
	Iteration 31Q: 3 clusters Score -725385.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -725395.312500 Penalty: 2803.523926
	Iteration 32Q: 3 clusters Score -725395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -725400.312500 Penalty: 2803.523926
	Iteration 33Q: 3 clusters Score -725400.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -725405.375000 Penalty: 2803.523926
	Iteration 34Q: 3 clusters Score -725405.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -725411.687500 Penalty: 2803.523926
	Iteration 35Q: 3 clusters Score -725411.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -725421.750000 Penalty: 2803.523926
	Iteration 36Q: 3 clusters Score -725421.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -725426.812500 Penalty: 2803.523926
	Iteration 37Q: 3 clusters Score -725426.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -725432.125000 Penalty: 2803.523926
	Iteration 38Q: 3 clusters Score -725432.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -725435.312500 Penalty: 2803.523926
	Iteration 39Q: 3 clusters Score -725435.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -725444.062500 Penalty: 2803.523926
	Iteration 40F: 3 clusters Score -725444.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -725451.437500 Penalty: 2803.523926
	Iteration 41Q: 3 clusters Score -725451.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -725454.875000 Penalty: 2803.523926
	Iteration 42Q: 3 clusters Score -725454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -725457.125000 Penalty: 2803.523926
	Iteration 43Q: 3 clusters Score -725457.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -725458.687500 Penalty: 2803.523926
	Iteration 44Q: 3 clusters Score -725458.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -725458.250000 Penalty: 2803.523926
	Iteration 45Q: 3 clusters Score -725458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -725463.250000 Penalty: 2803.523926
	Iteration 46Q: 3 clusters Score -725463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -725465.312500 Penalty: 2803.523926
	Iteration 47Q: 3 clusters Score -725465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -725466.375000 Penalty: 2803.523926
	Iteration 48Q: 3 clusters Score -725466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -725467.875000 Penalty: 2803.523926
	Iteration 49Q: 3 clusters Score -725467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -725467.750000 Penalty: 2803.523926
	Iteration 50Q: 3 clusters Score -725467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -725467.437500 Penalty: 2803.523926
	Iteration 51Q: 3 clusters Score -725467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -725469.125000 Penalty: 2803.523926
	Iteration 52Q: 3 clusters Score -725469.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -725469.000000 Penalty: 2803.523926
	Iteration 53Q: 3 clusters Score -725469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -725469.875000 Penalty: 2803.523926
	Iteration 54Q: 3 clusters Score -725469.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -725472.812500 Penalty: 2803.523926
	Iteration 55Q: 3 clusters Score -725472.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -725473.875000 Penalty: 2803.523926
	Iteration 56Q: 3 clusters Score -725473.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -725476.312500 Penalty: 2803.523926
	Iteration 57Q: 3 clusters Score -725476.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -725477.562500 Penalty: 2803.523926
	Iteration 58Q: 3 clusters Score -725477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -725478.500000 Penalty: 2803.523926
	Iteration 59Q: 3 clusters Score -725478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -725480.687500 Penalty: 2803.523926
	Iteration 60F: 3 clusters Score -725480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -725482.187500 Penalty: 2803.523926
	Iteration 61Q: 3 clusters Score -725482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -725483.875000 Penalty: 2803.523926
	Iteration 62Q: 3 clusters Score -725483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -725485.625000 Penalty: 2803.523926
	Iteration 63Q: 3 clusters Score -725485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -725488.000000 Penalty: 2803.523926
	Iteration 64Q: 3 clusters Score -725488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -725490.875000 Penalty: 2803.523926
	Iteration 65Q: 3 clusters Score -725490.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -725492.937500 Penalty: 2803.523926
	Iteration 66Q: 3 clusters Score -725492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -725497.250000 Penalty: 2803.523926
	Iteration 67Q: 3 clusters Score -725497.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -725500.812500 Penalty: 2803.523926
	Iteration 68Q: 3 clusters Score -725500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -725503.687500 Penalty: 2803.523926
	Iteration 69Q: 3 clusters Score -725503.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -725504.625000 Penalty: 2803.523926
	Iteration 70Q: 3 clusters Score -725504.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -725506.750000 Penalty: 2803.523926
	Iteration 71Q: 3 clusters Score -725506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -725509.375000 Penalty: 2803.523926
	Iteration 72Q: 3 clusters Score -725509.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -725511.500000 Penalty: 2803.523926
	Iteration 73Q: 3 clusters Score -725511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -725510.187500 Penalty: 2803.523926
	Iteration 74Q: 3 clusters Score -725510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -725512.187500 Penalty: 2803.523926
	Iteration 75Q: 3 clusters Score -725512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -725514.250000 Penalty: 2803.523926
	Iteration 76Q: 3 clusters Score -725514.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -725515.437500 Penalty: 2803.523926
	Iteration 77Q: 3 clusters Score -725515.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -725514.000000 Penalty: 2803.523926
	Iteration 78Q: 3 clusters Score -725514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -725516.562500 Penalty: 2803.523926
	Iteration 79Q: 3 clusters Score -725516.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -725517.562500 Penalty: 2803.523926
	Iteration 80F: 3 clusters Score -725517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -725519.562500 Penalty: 2803.523926
	Iteration 81Q: 3 clusters Score -725519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -725520.500000 Penalty: 2803.523926
	Iteration 82Q: 3 clusters Score -725520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -725520.812500 Penalty: 2803.523926
	Iteration 83Q: 3 clusters Score -725520.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -725521.687500 Penalty: 2803.523926
	Iteration 84Q: 3 clusters Score -725521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -725521.375000 Penalty: 2803.523926
	Iteration 85Q: 3 clusters Score -725521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -725521.375000 Penalty: 2803.523926
	Iteration 86F: 3 clusters Score -725521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Entering Unmasked Estep 
Score: -678119.437500 Penalty: 1397.000854
	Iteration 0F: 2 clusters Score -678119.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -673833.125000 Penalty: 2794.001709
	Iteration 0F: 3 clusters Score -673833.1 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -675008.750000 Penalty: 2794.001709
	Iteration 1F: 3 clusters Score -675008.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -675158.875000 Penalty: 2794.001709
	Iteration 2F: 3 clusters Score -675158.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -675263.250000 Penalty: 2794.001709
	Iteration 3Q: 3 clusters Score -675263.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -675350.562500 Penalty: 2794.001709
	Iteration 4Q: 3 clusters Score -675350.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -675412.687500 Penalty: 2794.001709
	Iteration 5Q: 3 clusters Score -675412.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -675470.625000 Penalty: 2794.001709
	Iteration 6Q: 3 clusters Score -675470.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -675516.312500 Penalty: 2794.001709
	Iteration 7Q: 3 clusters Score -675516.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -675556.000000 Penalty: 2794.001709
	Iteration 8Q: 3 clusters Score -675556 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -675594.500000 Penalty: 2794.001709
	Iteration 9Q: 3 clusters Score -675594.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -675629.812500 Penalty: 2794.001709
	Iteration 10Q: 3 clusters Score -675629.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -675681.437500 Penalty: 2794.001709
	Iteration 11Q: 3 clusters Score -675681.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -675757.562500 Penalty: 2794.001709
	Iteration 12Q: 3 clusters Score -675757.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -675859.375000 Penalty: 2794.001709
	Iteration 13Q: 3 clusters Score -675859.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -675960.437500 Penalty: 2794.001709
	Iteration 14Q: 3 clusters Score -675960.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -676090.125000 Penalty: 2794.001709
	Iteration 15Q: 3 clusters Score -676090.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -676251.125000 Penalty: 2794.001709
	Iteration 16Q: 3 clusters Score -676251.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -676407.562500 Penalty: 2794.001709
	Iteration 17Q: 3 clusters Score -676407.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -676584.937500 Penalty: 2794.001709
	Iteration 18Q: 3 clusters Score -676584.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -676737.687500 Penalty: 2794.001709
	Iteration 19Q: 3 clusters Score -676737.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -676857.187500 Penalty: 2794.001709
	Iteration 20F: 3 clusters Score -676857.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -676960.375000 Penalty: 2794.001709
	Iteration 21Q: 3 clusters Score -676960.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -677053.250000 Penalty: 2794.001709
	Iteration 22Q: 3 clusters Score -677053.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -677137.750000 Penalty: 2794.001709
	Iteration 23Q: 3 clusters Score -677137.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -677201.625000 Penalty: 2794.001709
	Iteration 24Q: 3 clusters Score -677201.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -677232.312500 Penalty: 2794.001709
	Iteration 25Q: 3 clusters Score -677232.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -677250.625000 Penalty: 2794.001709
	Iteration 26Q: 3 clusters Score -677250.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -677256.437500 Penalty: 2794.001709
	Iteration 27Q: 3 clusters Score -677256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -677259.625000 Penalty: 2794.001709
	Iteration 28Q: 3 clusters Score -677259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -677260.375000 Penalty: 2794.001709
	Iteration 29Q: 3 clusters Score -677260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -677261.875000 Penalty: 2794.001709
	Iteration 30Q: 3 clusters Score -677261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -677263.875000 Penalty: 2794.001709
	Iteration 31Q: 3 clusters Score -677263.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -677264.375000 Penalty: 2794.001709
	Iteration 32Q: 3 clusters Score -677264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -677265.250000 Penalty: 2794.001709
	Iteration 33Q: 3 clusters Score -677265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -677265.250000 Penalty: 2794.001709
	Iteration 34F: 3 clusters Score -677265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -299396.125000 Penalty: 1273.217285
	Iteration 0F: 2 clusters Score -299396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -296952.281250 Penalty: 2546.434570
	Iteration 0F: 3 clusters Score -296952.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -297695.625000 Penalty: 2546.434570
	Iteration 1F: 3 clusters Score -297695.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -298064.375000 Penalty: 2546.434570
	Iteration 2F: 3 clusters Score -298064.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -298260.468750 Penalty: 2546.434570
	Iteration 3F: 3 clusters Score -298260.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -298380.312500 Penalty: 2546.434570
	Iteration 4F: 3 clusters Score -298380.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -298451.625000 Penalty: 2546.434570
	Iteration 5Q: 3 clusters Score -298451.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -298498.031250 Penalty: 2546.434570
	Iteration 6Q: 3 clusters Score -298498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -298537.093750 Penalty: 2546.434570
	Iteration 7Q: 3 clusters Score -298537.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -298575.468750 Penalty: 2546.434570
	Iteration 8Q: 3 clusters Score -298575.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -298613.406250 Penalty: 2546.434570
	Iteration 9Q: 3 clusters Score -298613.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -298636.250000 Penalty: 2546.434570
	Iteration 10Q: 3 clusters Score -298636.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -298653.000000 Penalty: 2546.434570
	Iteration 11Q: 3 clusters Score -298653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -298662.281250 Penalty: 2546.434570
	Iteration 12Q: 3 clusters Score -298662.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -298673.468750 Penalty: 2546.434570
	Iteration 13Q: 3 clusters Score -298673.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -298679.281250 Penalty: 2546.434570
	Iteration 14Q: 3 clusters Score -298679.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -298683.906250 Penalty: 2546.434570
	Iteration 15Q: 3 clusters Score -298683.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -298688.843750 Penalty: 2546.434570
	Iteration 16Q: 3 clusters Score -298688.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -298695.500000 Penalty: 2546.434570
	Iteration 17Q: 3 clusters Score -298695.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -298699.312500 Penalty: 2546.434570
	Iteration 18Q: 3 clusters Score -298699.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -298702.437500 Penalty: 2546.434570
	Iteration 19Q: 3 clusters Score -298702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -298706.156250 Penalty: 2546.434570
	Iteration 20F: 3 clusters Score -298706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -298710.750000 Penalty: 2546.434570
	Iteration 21Q: 3 clusters Score -298710.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -298713.156250 Penalty: 2546.434570
	Iteration 22Q: 3 clusters Score -298713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -298714.500000 Penalty: 2546.434570
	Iteration 23Q: 3 clusters Score -298714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -298715.250000 Penalty: 2546.434570
	Iteration 24Q: 3 clusters Score -298715.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -298716.093750 Penalty: 2546.434570
	Iteration 25Q: 3 clusters Score -298716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -298716.437500 Penalty: 2546.434570
	Iteration 26Q: 3 clusters Score -298716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -298717.000000 Penalty: 2546.434570
	Iteration 27Q: 3 clusters Score -298717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -298718.250000 Penalty: 2546.434570
	Iteration 28Q: 3 clusters Score -298718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -298720.656250 Penalty: 2546.434570
	Iteration 29Q: 3 clusters Score -298720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -298724.312500 Penalty: 2546.434570
	Iteration 30Q: 3 clusters Score -298724.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -298725.687500 Penalty: 2546.434570
	Iteration 31Q: 3 clusters Score -298725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -298727.718750 Penalty: 2546.434570
	Iteration 32Q: 3 clusters Score -298727.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -298728.406250 Penalty: 2546.434570
	Iteration 33Q: 3 clusters Score -298728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -298729.625000 Penalty: 2546.434570
	Iteration 34Q: 3 clusters Score -298729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -298729.968750 Penalty: 2546.434570
	Iteration 35Q: 3 clusters Score -298730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -298729.968750 Penalty: 2546.434570
	Iteration 36F: 3 clusters Score -298730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -894973.687500 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -894973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -889645.062500 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -889645.1 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -891345.250000 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -891345.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -891675.500000 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -891675.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -891956.500000 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -891956.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -892159.062500 Penalty: 2882.645752
	Iteration 4F: 3 clusters Score -892159.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -892332.250000 Penalty: 2882.645752
	Iteration 5Q: 3 clusters Score -892332.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -892486.875000 Penalty: 2882.645752
	Iteration 6Q: 3 clusters Score -892486.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -892616.562500 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -892616.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -892771.562500 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -892771.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -892940.625000 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -892940.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -893145.500000 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -893145.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -893304.687500 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -893304.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -893425.625000 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -893425.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -893528.937500 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -893528.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -893619.875000 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -893619.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -893683.062500 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -893683.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -893719.875000 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -893719.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -893757.437500 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -893757.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -893785.375000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -893785.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -893808.312500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -893808.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -893818.562500 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -893818.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -893828.750000 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -893828.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -893835.875000 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -893835.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -893837.750000 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -893837.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -893839.687500 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -893839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -893840.812500 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -893840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -893844.437500 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -893844.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -893844.937500 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -893844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -893845.500000 Penalty: 2882.645752
	Iteration 28Q: 3 clusters Score -893845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -893845.750000 Penalty: 2882.645752
	Iteration 29Q: 3 clusters Score -893845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -893845.812500 Penalty: 2882.645752
	Iteration 30Q: 3 clusters Score -893845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -893847.187500 Penalty: 2882.645752
	Iteration 31Q: 3 clusters Score -893847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -893848.250000 Penalty: 2882.645752
	Iteration 32Q: 3 clusters Score -893848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -893849.062500 Penalty: 2882.645752
	Iteration 33Q: 3 clusters Score -893849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -893849.187500 Penalty: 2882.645752
	Iteration 34Q: 3 clusters Score -893849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -893851.187500 Penalty: 2882.645752
	Iteration 35Q: 3 clusters Score -893851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -893853.500000 Penalty: 2882.645752
	Iteration 36Q: 3 clusters Score -893853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -893857.437500 Penalty: 2882.645752
	Iteration 37Q: 3 clusters Score -893857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -893861.312500 Penalty: 2882.645752
	Iteration 38Q: 3 clusters Score -893861.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -893863.500000 Penalty: 2882.645752
	Iteration 39Q: 3 clusters Score -893863.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -893866.062500 Penalty: 2882.645752
	Iteration 40F: 3 clusters Score -893866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -893868.562500 Penalty: 2882.645752
	Iteration 41Q: 3 clusters Score -893868.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -893872.000000 Penalty: 2882.645752
	Iteration 42Q: 3 clusters Score -893872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -893873.187500 Penalty: 2882.645752
	Iteration 43Q: 3 clusters Score -893873.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -893876.500000 Penalty: 2882.645752
	Iteration 44Q: 3 clusters Score -893876.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -893877.437500 Penalty: 2882.645752
	Iteration 45Q: 3 clusters Score -893877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -893878.812500 Penalty: 2882.645752
	Iteration 46Q: 3 clusters Score -893878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -893883.562500 Penalty: 2882.645752
	Iteration 47Q: 3 clusters Score -893883.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -893887.125000 Penalty: 2882.645752
	Iteration 48Q: 3 clusters Score -893887.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -893888.375000 Penalty: 2882.645752
	Iteration 49Q: 3 clusters Score -893888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -893889.875000 Penalty: 2882.645752
	Iteration 50Q: 3 clusters Score -893889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -893891.000000 Penalty: 2882.645752
	Iteration 51Q: 3 clusters Score -893891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -893891.250000 Penalty: 2882.645752
	Iteration 52Q: 3 clusters Score -893891.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -893893.437500 Penalty: 2882.645752
	Iteration 53Q: 3 clusters Score -893893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -893893.750000 Penalty: 2882.645752
	Iteration 54Q: 3 clusters Score -893893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -893895.062500 Penalty: 2882.645752
	Iteration 55Q: 3 clusters Score -893895.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -893900.687500 Penalty: 2882.645752
	Iteration 56Q: 3 clusters Score -893900.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -893909.437500 Penalty: 2882.645752
	Iteration 57Q: 3 clusters Score -893909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -893917.812500 Penalty: 2882.645752
	Iteration 58Q: 3 clusters Score -893917.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -893934.250000 Penalty: 2882.645752
	Iteration 59Q: 3 clusters Score -893934.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -893944.250000 Penalty: 2882.645752
	Iteration 60F: 3 clusters Score -893944.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -893957.812500 Penalty: 2882.645752
	Iteration 61Q: 3 clusters Score -893957.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -893965.500000 Penalty: 2882.645752
	Iteration 62Q: 3 clusters Score -893965.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -893972.937500 Penalty: 2882.645752
	Iteration 63Q: 3 clusters Score -893972.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -893980.312500 Penalty: 2882.645752
	Iteration 64Q: 3 clusters Score -893980.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -893985.375000 Penalty: 2882.645752
	Iteration 65Q: 3 clusters Score -893985.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -893996.000000 Penalty: 2882.645752
	Iteration 66Q: 3 clusters Score -893996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -894002.187500 Penalty: 2882.645752
	Iteration 67Q: 3 clusters Score -894002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -894010.812500 Penalty: 2882.645752
	Iteration 68Q: 3 clusters Score -894010.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -894021.125000 Penalty: 2882.645752
	Iteration 69Q: 3 clusters Score -894021.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -894026.937500 Penalty: 2882.645752
	Iteration 70Q: 3 clusters Score -894026.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -894029.437500 Penalty: 2882.645752
	Iteration 71Q: 3 clusters Score -894029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -894029.437500 Penalty: 2882.645752
	Iteration 72Q: 3 clusters Score -894029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -894033.875000 Penalty: 2882.645752
	Iteration 73Q: 3 clusters Score -894033.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -894034.750000 Penalty: 2882.645752
	Iteration 74Q: 3 clusters Score -894034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -894037.937500 Penalty: 2882.645752
	Iteration 75Q: 3 clusters Score -894037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -894040.937500 Penalty: 2882.645752
	Iteration 76Q: 3 clusters Score -894040.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -894045.062500 Penalty: 2882.645752
	Iteration 77Q: 3 clusters Score -894045.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -894046.125000 Penalty: 2882.645752
	Iteration 78Q: 3 clusters Score -894046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -894047.437500 Penalty: 2882.645752
	Iteration 79Q: 3 clusters Score -894047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -894048.437500 Penalty: 2882.645752
	Iteration 80F: 3 clusters Score -894048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -894049.250000 Penalty: 2882.645752
	Iteration 81Q: 3 clusters Score -894049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -894050.625000 Penalty: 2882.645752
	Iteration 82Q: 3 clusters Score -894050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -894051.062500 Penalty: 2882.645752
	Iteration 83Q: 3 clusters Score -894051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -894051.625000 Penalty: 2882.645752
	Iteration 84Q: 3 clusters Score -894051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -894052.750000 Penalty: 2882.645752
	Iteration 85Q: 3 clusters Score -894052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -894053.312500 Penalty: 2882.645752
	Iteration 86Q: 3 clusters Score -894053.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -894053.812500 Penalty: 2882.645752
	Iteration 87Q: 3 clusters Score -894053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -894056.312500 Penalty: 2882.645752
	Iteration 88Q: 3 clusters Score -894056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -894056.250000 Penalty: 2882.645752
	Iteration 89Q: 3 clusters Score -894056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -894055.312500 Penalty: 2882.645752
	Iteration 90Q: 3 clusters Score -894055.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -894055.312500 Penalty: 2882.645752
	Iteration 91F: 3 clusters Score -894055.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -2682747.750000 Penalty: 1622.962402
	Iteration 0F: 2 clusters Score -2682748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2667837.000000 Penalty: 3245.924805
	Iteration 0F: 3 clusters Score -2667837 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2673333.500000 Penalty: 3245.924805
	Iteration 1F: 3 clusters Score -2673334 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2673763.750000 Penalty: 3245.924805
	Iteration 2F: 3 clusters Score -2673764 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2674232.000000 Penalty: 3245.924805
	Iteration 3F: 3 clusters Score -2674232 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2674725.500000 Penalty: 3245.924805
	Iteration 4F: 3 clusters Score -2674726 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2675300.250000 Penalty: 3245.924805
	Iteration 5F: 3 clusters Score -2675300 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2675937.250000 Penalty: 3245.924805
	Iteration 6F: 3 clusters Score -2675937 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2676638.500000 Penalty: 3245.924805
	Iteration 7F: 3 clusters Score -2676638 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2677412.250000 Penalty: 3245.924805
	Iteration 8F: 3 clusters Score -2677412 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2678121.500000 Penalty: 3245.924805
	Iteration 9Q: 3 clusters Score -2678122 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2678705.250000 Penalty: 3245.924805
	Iteration 10Q: 3 clusters Score -2678705 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2679135.000000 Penalty: 3245.924805
	Iteration 11Q: 3 clusters Score -2679135 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2679417.250000 Penalty: 3245.924805
	Iteration 12Q: 3 clusters Score -2679417 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2679614.250000 Penalty: 3245.924805
	Iteration 13Q: 3 clusters Score -2679614 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2679749.750000 Penalty: 3245.924805
	Iteration 14Q: 3 clusters Score -2679750 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2679878.750000 Penalty: 3245.924805
	Iteration 15Q: 3 clusters Score -2679879 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2679974.000000 Penalty: 3245.924805
	Iteration 16Q: 3 clusters Score -2679974 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2680044.500000 Penalty: 3245.924805
	Iteration 17Q: 3 clusters Score -2680044 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2680129.750000 Penalty: 3245.924805
	Iteration 18Q: 3 clusters Score -2680130 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2680213.750000 Penalty: 3245.924805
	Iteration 19Q: 3 clusters Score -2680214 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2680299.500000 Penalty: 3245.924805
	Iteration 20F: 3 clusters Score -2680300 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2680392.750000 Penalty: 3245.924805
	Iteration 21Q: 3 clusters Score -2680393 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2680464.750000 Penalty: 3245.924805
	Iteration 22Q: 3 clusters Score -2680465 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2680538.000000 Penalty: 3245.924805
	Iteration 23Q: 3 clusters Score -2680538 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2680594.000000 Penalty: 3245.924805
	Iteration 24Q: 3 clusters Score -2680594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2680653.500000 Penalty: 3245.924805
	Iteration 25Q: 3 clusters Score -2680654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2680701.500000 Penalty: 3245.924805
	Iteration 26Q: 3 clusters Score -2680702 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2680752.750000 Penalty: 3245.924805
	Iteration 27Q: 3 clusters Score -2680753 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -2680781.000000 Penalty: 3245.924805
	Iteration 28Q: 3 clusters Score -2680781 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2680816.000000 Penalty: 3245.924805
	Iteration 29Q: 3 clusters Score -2680816 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2680855.000000 Penalty: 3245.924805
	Iteration 30Q: 3 clusters Score -2680855 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2680880.750000 Penalty: 3245.924805
	Iteration 31Q: 3 clusters Score -2680881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2680913.000000 Penalty: 3245.924805
	Iteration 32Q: 3 clusters Score -2680913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2680941.750000 Penalty: 3245.924805
	Iteration 33Q: 3 clusters Score -2680942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2680980.250000 Penalty: 3245.924805
	Iteration 34Q: 3 clusters Score -2680980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2681010.250000 Penalty: 3245.924805
	Iteration 35Q: 3 clusters Score -2681010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2681040.750000 Penalty: 3245.924805
	Iteration 36Q: 3 clusters Score -2681041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2681068.500000 Penalty: 3245.924805
	Iteration 37Q: 3 clusters Score -2681068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2681092.500000 Penalty: 3245.924805
	Iteration 38Q: 3 clusters Score -2681092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2681106.250000 Penalty: 3245.924805
	Iteration 39Q: 3 clusters Score -2681106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2681123.000000 Penalty: 3245.924805
	Iteration 40F: 3 clusters Score -2681123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2681156.000000 Penalty: 3245.924805
	Iteration 41Q: 3 clusters Score -2681156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2681167.750000 Penalty: 3245.924805
	Iteration 42Q: 3 clusters Score -2681168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2681203.000000 Penalty: 3245.924805
	Iteration 43Q: 3 clusters Score -2681203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2681231.250000 Penalty: 3245.924805
	Iteration 44Q: 3 clusters Score -2681231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2681254.000000 Penalty: 3245.924805
	Iteration 45Q: 3 clusters Score -2681254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2681272.250000 Penalty: 3245.924805
	Iteration 46Q: 3 clusters Score -2681272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2681300.500000 Penalty: 3245.924805
	Iteration 47Q: 3 clusters Score -2681300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2681310.500000 Penalty: 3245.924805
	Iteration 48Q: 3 clusters Score -2681310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2681329.000000 Penalty: 3245.924805
	Iteration 49Q: 3 clusters Score -2681329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2681341.000000 Penalty: 3245.924805
	Iteration 50Q: 3 clusters Score -2681341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2681355.000000 Penalty: 3245.924805
	Iteration 51Q: 3 clusters Score -2681355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2681362.500000 Penalty: 3245.924805
	Iteration 52Q: 3 clusters Score -2681362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2681379.750000 Penalty: 3245.924805
	Iteration 53Q: 3 clusters Score -2681380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2681391.750000 Penalty: 3245.924805
	Iteration 54Q: 3 clusters Score -2681392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2681394.000000 Penalty: 3245.924805
	Iteration 55Q: 3 clusters Score -2681394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2681398.250000 Penalty: 3245.924805
	Iteration 56Q: 3 clusters Score -2681398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2681403.500000 Penalty: 3245.924805
	Iteration 57Q: 3 clusters Score -2681404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2681409.000000 Penalty: 3245.924805
	Iteration 58Q: 3 clusters Score -2681409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2681412.250000 Penalty: 3245.924805
	Iteration 59Q: 3 clusters Score -2681412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2681413.750000 Penalty: 3245.924805
	Iteration 60F: 3 clusters Score -2681414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2681414.000000 Penalty: 3245.924805
	Iteration 61Q: 3 clusters Score -2681414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2681415.750000 Penalty: 3245.924805
	Iteration 62Q: 3 clusters Score -2681416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2681421.250000 Penalty: 3245.924805
	Iteration 63Q: 3 clusters Score -2681421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2681419.500000 Penalty: 3245.924805
	Iteration 64Q: 3 clusters Score -2681420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2681421.000000 Penalty: 3245.924805
	Iteration 65Q: 3 clusters Score -2681421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2681422.500000 Penalty: 3245.924805
	Iteration 66Q: 3 clusters Score -2681422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2681424.750000 Penalty: 3245.924805
	Iteration 67Q: 3 clusters Score -2681425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2681427.250000 Penalty: 3245.924805
	Iteration 68Q: 3 clusters Score -2681427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2681427.250000 Penalty: 3245.924805
	Iteration 69F: 3 clusters Score -2681427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Entering Unmasked Estep 
Score: -1035221.937500 Penalty: 1476.165771
	Iteration 0F: 2 clusters Score -1035222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1028820.687500 Penalty: 2952.331543
	Iteration 0F: 3 clusters Score -1028821 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1030889.937500 Penalty: 2952.331543
	Iteration 1F: 3 clusters Score -1030890 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1031265.937500 Penalty: 2952.331543
	Iteration 2F: 3 clusters Score -1031266 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1031644.375000 Penalty: 2952.331543
	Iteration 3F: 3 clusters Score -1031644 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1032002.062500 Penalty: 2952.331543
	Iteration 4F: 3 clusters Score -1032002 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1032312.875000 Penalty: 2952.331543
	Iteration 5F: 3 clusters Score -1032313 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1032636.125000 Penalty: 2952.331543
	Iteration 6F: 3 clusters Score -1032636 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1032926.375000 Penalty: 2952.331543
	Iteration 7Q: 3 clusters Score -1032926 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1033214.062500 Penalty: 2952.331543
	Iteration 8Q: 3 clusters Score -1033214 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1033510.937500 Penalty: 2952.331543
	Iteration 9Q: 3 clusters Score -1033511 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1033761.875000 Penalty: 2952.331543
	Iteration 10Q: 3 clusters Score -1033762 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1033932.312500 Penalty: 2952.331543
	Iteration 11Q: 3 clusters Score -1033932 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1034070.812500 Penalty: 2952.331543
	Iteration 12Q: 3 clusters Score -1034071 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1034192.937500 Penalty: 2952.331543
	Iteration 13Q: 3 clusters Score -1034193 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1034302.812500 Penalty: 2952.331543
	Iteration 14Q: 3 clusters Score -1034303 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1034414.187500 Penalty: 2952.331543
	Iteration 15Q: 3 clusters Score -1034414 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1034487.687500 Penalty: 2952.331543
	Iteration 16Q: 3 clusters Score -1034488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1034546.125000 Penalty: 2952.331543
	Iteration 17Q: 3 clusters Score -1034546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1034591.312500 Penalty: 2952.331543
	Iteration 18Q: 3 clusters Score -1034591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1034614.250000 Penalty: 2952.331543
	Iteration 19Q: 3 clusters Score -1034614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1034631.125000 Penalty: 2952.331543
	Iteration 20F: 3 clusters Score -1034631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1034645.187500 Penalty: 2952.331543
	Iteration 21Q: 3 clusters Score -1034645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1034654.687500 Penalty: 2952.331543
	Iteration 22Q: 3 clusters Score -1034655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1034662.812500 Penalty: 2952.331543
	Iteration 23Q: 3 clusters Score -1034663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1034668.125000 Penalty: 2952.331543
	Iteration 24Q: 3 clusters Score -1034668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1034671.875000 Penalty: 2952.331543
	Iteration 25Q: 3 clusters Score -1034672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1034674.187500 Penalty: 2952.331543
	Iteration 26Q: 3 clusters Score -1034674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1034676.625000 Penalty: 2952.331543
	Iteration 27Q: 3 clusters Score -1034677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1034677.500000 Penalty: 2952.331543
	Iteration 28Q: 3 clusters Score -1034678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1034678.625000 Penalty: 2952.331543
	Iteration 29Q: 3 clusters Score -1034679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1034678.312500 Penalty: 2952.331543
	Iteration 30Q: 3 clusters Score -1034678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1034678.312500 Penalty: 2952.331543
	Iteration 31F: 3 clusters Score -1034678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -56090.933594 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -56090.93 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 258 members 
Entering Unmasked Estep 
Score: -55031.601562 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -55031.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55183.835938 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -55183.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55265.000000 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -55265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55359.875000 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -55359.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55426.218750 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -55426.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55488.964844 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -55488.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55572.769531 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -55572.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55643.847656 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -55643.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55693.601562 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -55693.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55723.523438 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -55723.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55755.015625 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -55755.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55778.308594 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -55778.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55788.984375 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -55788.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55792.460938 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -55792.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55800.250000 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -55800.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55803.570312 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -55803.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55807.683594 Penalty: 2025.545654
	Iteration 16Q: 3 clusters Score -55807.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55811.332031 Penalty: 2025.545654
	Iteration 17F: 3 clusters Score -55811.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55815.328125 Penalty: 2025.545654
	Iteration 18Q: 3 clusters Score -55815.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55822.242188 Penalty: 2025.545654
	Iteration 19Q: 3 clusters Score -55822.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -55822.242188 Penalty: 2025.545654
	Iteration 20F: 3 clusters Score -55822.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Entering Unmasked Estep 
Score: -10296244.000000 Penalty: 1835.183716
	Iteration 0F: 2 clusters Score -1.029624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -10242972.000000 Penalty: 3670.367432
	Iteration 0F: 3 clusters Score -1.024297e+07 nChanged 38191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -10265225.000000 Penalty: 3670.367432
	Iteration 1F: 3 clusters Score -1.026522e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -10266680.000000 Penalty: 3670.367432
	Iteration 2Q: 3 clusters Score -1.026668e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -10268938.000000 Penalty: 3670.367432
	Iteration 3F: 3 clusters Score -1.026894e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -10272619.000000 Penalty: 3670.367432
	Iteration 4F: 3 clusters Score -1.027262e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -10277902.000000 Penalty: 3670.367432
	Iteration 5F: 3 clusters Score -1.02779e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -10283747.000000 Penalty: 3670.367432
	Iteration 6F: 3 clusters Score -1.028375e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -10288629.000000 Penalty: 3670.367432
	Iteration 7F: 3 clusters Score -1.028863e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -10291832.000000 Penalty: 3670.367432
	Iteration 8Q: 3 clusters Score -1.029183e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -10293498.000000 Penalty: 3670.367432
	Iteration 9Q: 3 clusters Score -1.02935e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79442 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10294118.000000 Penalty: 3670.367432
	Iteration 10Q: 3 clusters Score -1.029412e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79753 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10294393.000000 Penalty: 3670.367432
	Iteration 11Q: 3 clusters Score -1.029439e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10294523.000000 Penalty: 3670.367432
	Iteration 12Q: 3 clusters Score -1.029452e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10294576.000000 Penalty: 3670.367432
	Iteration 13Q: 3 clusters Score -1.029458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10294622.000000 Penalty: 3670.367432
	Iteration 14Q: 3 clusters Score -1.029462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10294631.000000 Penalty: 3670.367432
	Iteration 15Q: 3 clusters Score -1.029463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10294644.000000 Penalty: 3670.367432
	Iteration 16Q: 3 clusters Score -1.029464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10294649.000000 Penalty: 3670.367432
	Iteration 17Q: 3 clusters Score -1.029465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10294651.000000 Penalty: 3670.367432
	Iteration 18Q: 3 clusters Score -1.029465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80006 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10294652.000000 Penalty: 3670.367432
	Iteration 19Q: 3 clusters Score -1.029465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10294655.000000 Penalty: 3670.367432
	Iteration 20F: 3 clusters Score -1.029466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10294660.000000 Penalty: 3670.367432
	Iteration 21Q: 3 clusters Score -1.029466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80010 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10294657.000000 Penalty: 3670.367432
	Iteration 22Q: 3 clusters Score -1.029466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10294655.000000 Penalty: 3670.367432
	Iteration 23Q: 3 clusters Score -1.029466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10294658.000000 Penalty: 3670.367432
	Iteration 24Q: 3 clusters Score -1.029466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10294670.000000 Penalty: 3670.367432
	Iteration 25Q: 3 clusters Score -1.029467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10294670.000000 Penalty: 3670.367432
	Iteration 26Q: 3 clusters Score -1.029467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10294670.000000 Penalty: 3670.367432
	Iteration 27Q: 3 clusters Score -1.029467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10294669.000000 Penalty: 3670.367432
	Iteration 28Q: 3 clusters Score -1.029467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10294669.000000 Penalty: 3670.367432
	Iteration 29Q: 3 clusters Score -1.029467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10294669.000000 Penalty: 3670.367432
	Iteration 30F: 3 clusters Score -1.029467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -136336.203125 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -136336.2 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 537 members 
Entering Unmasked Estep 
Score: -134805.984375 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -134806 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135081.015625 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -135081 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135207.359375 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -135207.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -135295.171875 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -135295.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -135353.078125 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -135353.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -135405.671875 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135405.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -135471.078125 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135471.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -135513.734375 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135513.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -135545.187500 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -135553.046875 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -135555.546875 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135558.531250 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -135558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135562.828125 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -135562.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135569.968750 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -135570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -135574.156250 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -135574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -135580.203125 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -135580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135584.875000 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -135584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -135585.796875 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -135585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -135585.796875 Penalty: 2275.996338
	Iteration 18F: 3 clusters Score -135585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Entering Unmasked Estep 
Score: -883423.562500 Penalty: 1441.573975
	Iteration 0F: 2 clusters Score -883423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -878141.437500 Penalty: 2883.147949
	Iteration 0F: 3 clusters Score -878141.4 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -879677.250000 Penalty: 2883.147949
	Iteration 1F: 3 clusters Score -879677.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -879904.437500 Penalty: 2883.147949
	Iteration 2F: 3 clusters Score -879904.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -880103.562500 Penalty: 2883.147949
	Iteration 3F: 3 clusters Score -880103.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -880272.812500 Penalty: 2883.147949
	Iteration 4Q: 3 clusters Score -880272.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -880451.625000 Penalty: 2883.147949
	Iteration 5Q: 3 clusters Score -880451.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -880645.625000 Penalty: 2883.147949
	Iteration 6Q: 3 clusters Score -880645.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -880843.750000 Penalty: 2883.147949
	Iteration 7Q: 3 clusters Score -880843.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -881018.562500 Penalty: 2883.147949
	Iteration 8Q: 3 clusters Score -881018.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -881188.125000 Penalty: 2883.147949
	Iteration 9Q: 3 clusters Score -881188.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -881328.625000 Penalty: 2883.147949
	Iteration 10Q: 3 clusters Score -881328.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -881449.250000 Penalty: 2883.147949
	Iteration 11Q: 3 clusters Score -881449.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -881552.062500 Penalty: 2883.147949
	Iteration 12Q: 3 clusters Score -881552.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -881639.125000 Penalty: 2883.147949
	Iteration 13Q: 3 clusters Score -881639.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -881712.250000 Penalty: 2883.147949
	Iteration 14Q: 3 clusters Score -881712.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -881774.500000 Penalty: 2883.147949
	Iteration 15Q: 3 clusters Score -881774.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -881814.500000 Penalty: 2883.147949
	Iteration 16Q: 3 clusters Score -881814.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -881841.000000 Penalty: 2883.147949
	Iteration 17Q: 3 clusters Score -881841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -881863.687500 Penalty: 2883.147949
	Iteration 18Q: 3 clusters Score -881863.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -881880.250000 Penalty: 2883.147949
	Iteration 19Q: 3 clusters Score -881880.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -881899.312500 Penalty: 2883.147949
	Iteration 20F: 3 clusters Score -881899.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -881914.437500 Penalty: 2883.147949
	Iteration 21Q: 3 clusters Score -881914.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -881924.687500 Penalty: 2883.147949
	Iteration 22Q: 3 clusters Score -881924.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -881939.375000 Penalty: 2883.147949
	Iteration 23Q: 3 clusters Score -881939.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -881956.937500 Penalty: 2883.147949
	Iteration 24Q: 3 clusters Score -881956.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -881981.250000 Penalty: 2883.147949
	Iteration 25Q: 3 clusters Score -881981.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -882000.875000 Penalty: 2883.147949
	Iteration 26Q: 3 clusters Score -882000.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -882020.000000 Penalty: 2883.147949
	Iteration 27Q: 3 clusters Score -882020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -882037.500000 Penalty: 2883.147949
	Iteration 28Q: 3 clusters Score -882037.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -882052.937500 Penalty: 2883.147949
	Iteration 29Q: 3 clusters Score -882052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -882064.750000 Penalty: 2883.147949
	Iteration 30Q: 3 clusters Score -882064.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -882075.437500 Penalty: 2883.147949
	Iteration 31Q: 3 clusters Score -882075.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -882082.250000 Penalty: 2883.147949
	Iteration 32Q: 3 clusters Score -882082.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -882088.937500 Penalty: 2883.147949
	Iteration 33Q: 3 clusters Score -882088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -882094.375000 Penalty: 2883.147949
	Iteration 34Q: 3 clusters Score -882094.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -882104.625000 Penalty: 2883.147949
	Iteration 35Q: 3 clusters Score -882104.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -882112.500000 Penalty: 2883.147949
	Iteration 36Q: 3 clusters Score -882112.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -882121.625000 Penalty: 2883.147949
	Iteration 37Q: 3 clusters Score -882121.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -882127.375000 Penalty: 2883.147949
	Iteration 38Q: 3 clusters Score -882127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -882132.250000 Penalty: 2883.147949
	Iteration 39Q: 3 clusters Score -882132.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -882136.187500 Penalty: 2883.147949
	Iteration 40F: 3 clusters Score -882136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -882135.875000 Penalty: 2883.147949
	Iteration 41Q: 3 clusters Score -882135.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -882138.562500 Penalty: 2883.147949
	Iteration 42Q: 3 clusters Score -882138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -882138.812500 Penalty: 2883.147949
	Iteration 43Q: 3 clusters Score -882138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -882138.812500 Penalty: 2883.147949
	Iteration 44F: 3 clusters Score -882138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Entering Unmasked Estep 
Score: -2481601.000000 Penalty: 1608.355103
	Iteration 0F: 2 clusters Score -2481601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -2468060.750000 Penalty: 3216.710205
	Iteration 0F: 3 clusters Score -2468061 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2473032.750000 Penalty: 3216.710205
	Iteration 1F: 3 clusters Score -2473033 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2473571.000000 Penalty: 3216.710205
	Iteration 2F: 3 clusters Score -2473571 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2474204.500000 Penalty: 3216.710205
	Iteration 3F: 3 clusters Score -2474204 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2474982.000000 Penalty: 3216.710205
	Iteration 4F: 3 clusters Score -2474982 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2476011.250000 Penalty: 3216.710205
	Iteration 5F: 3 clusters Score -2476011 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2477018.250000 Penalty: 3216.710205
	Iteration 6F: 3 clusters Score -2477018 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2477819.500000 Penalty: 3216.710205
	Iteration 7F: 3 clusters Score -2477820 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2478311.250000 Penalty: 3216.710205
	Iteration 8Q: 3 clusters Score -2478311 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2478565.000000 Penalty: 3216.710205
	Iteration 9Q: 3 clusters Score -2478565 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2478708.500000 Penalty: 3216.710205
	Iteration 10Q: 3 clusters Score -2478708 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2478825.750000 Penalty: 3216.710205
	Iteration 11Q: 3 clusters Score -2478826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2478899.250000 Penalty: 3216.710205
	Iteration 12Q: 3 clusters Score -2478899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2478959.500000 Penalty: 3216.710205
	Iteration 13Q: 3 clusters Score -2478960 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2479021.500000 Penalty: 3216.710205
	Iteration 14Q: 3 clusters Score -2479022 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2479069.250000 Penalty: 3216.710205
	Iteration 15Q: 3 clusters Score -2479069 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2479124.250000 Penalty: 3216.710205
	Iteration 16Q: 3 clusters Score -2479124 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2479179.500000 Penalty: 3216.710205
	Iteration 17Q: 3 clusters Score -2479180 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2479221.000000 Penalty: 3216.710205
	Iteration 18Q: 3 clusters Score -2479221 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2479264.500000 Penalty: 3216.710205
	Iteration 19Q: 3 clusters Score -2479264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2479310.750000 Penalty: 3216.710205
	Iteration 20F: 3 clusters Score -2479311 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2479351.750000 Penalty: 3216.710205
	Iteration 21Q: 3 clusters Score -2479352 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2479422.000000 Penalty: 3216.710205
	Iteration 22Q: 3 clusters Score -2479422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2479482.750000 Penalty: 3216.710205
	Iteration 23Q: 3 clusters Score -2479483 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2479544.000000 Penalty: 3216.710205
	Iteration 24Q: 3 clusters Score -2479544 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2479593.000000 Penalty: 3216.710205
	Iteration 25Q: 3 clusters Score -2479593 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2479638.500000 Penalty: 3216.710205
	Iteration 26Q: 3 clusters Score -2479638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2479682.000000 Penalty: 3216.710205
	Iteration 27Q: 3 clusters Score -2479682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2479720.750000 Penalty: 3216.710205
	Iteration 28Q: 3 clusters Score -2479721 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2479753.000000 Penalty: 3216.710205
	Iteration 29Q: 3 clusters Score -2479753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2479783.750000 Penalty: 3216.710205
	Iteration 30Q: 3 clusters Score -2479784 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2479818.250000 Penalty: 3216.710205
	Iteration 31Q: 3 clusters Score -2479818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2479852.500000 Penalty: 3216.710205
	Iteration 32Q: 3 clusters Score -2479852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2479873.250000 Penalty: 3216.710205
	Iteration 33Q: 3 clusters Score -2479873 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2479906.000000 Penalty: 3216.710205
	Iteration 34Q: 3 clusters Score -2479906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2479929.250000 Penalty: 3216.710205
	Iteration 35Q: 3 clusters Score -2479929 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2479954.250000 Penalty: 3216.710205
	Iteration 36Q: 3 clusters Score -2479954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2479970.000000 Penalty: 3216.710205
	Iteration 37Q: 3 clusters Score -2479970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2479989.500000 Penalty: 3216.710205
	Iteration 38Q: 3 clusters Score -2479990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2480008.750000 Penalty: 3216.710205
	Iteration 39Q: 3 clusters Score -2480009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2480025.000000 Penalty: 3216.710205
	Iteration 40F: 3 clusters Score -2480025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2480037.500000 Penalty: 3216.710205
	Iteration 41Q: 3 clusters Score -2480038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2480046.000000 Penalty: 3216.710205
	Iteration 42Q: 3 clusters Score -2480046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2480059.750000 Penalty: 3216.710205
	Iteration 43Q: 3 clusters Score -2480060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2480074.750000 Penalty: 3216.710205
	Iteration 44Q: 3 clusters Score -2480075 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2480085.000000 Penalty: 3216.710205
	Iteration 45Q: 3 clusters Score -2480085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2480092.750000 Penalty: 3216.710205
	Iteration 46Q: 3 clusters Score -2480093 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2480101.250000 Penalty: 3216.710205
	Iteration 47Q: 3 clusters Score -2480101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2480109.750000 Penalty: 3216.710205
	Iteration 48Q: 3 clusters Score -2480110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2480119.750000 Penalty: 3216.710205
	Iteration 49Q: 3 clusters Score -2480120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2480126.500000 Penalty: 3216.710205
	Iteration 50Q: 3 clusters Score -2480126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2480140.750000 Penalty: 3216.710205
	Iteration 51Q: 3 clusters Score -2480141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2480149.250000 Penalty: 3216.710205
	Iteration 52Q: 3 clusters Score -2480149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2480167.750000 Penalty: 3216.710205
	Iteration 53Q: 3 clusters Score -2480168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2480191.000000 Penalty: 3216.710205
	Iteration 54Q: 3 clusters Score -2480191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2480196.000000 Penalty: 3216.710205
	Iteration 55Q: 3 clusters Score -2480196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2480199.250000 Penalty: 3216.710205
	Iteration 56Q: 3 clusters Score -2480199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2480209.000000 Penalty: 3216.710205
	Iteration 57Q: 3 clusters Score -2480209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2480212.750000 Penalty: 3216.710205
	Iteration 58Q: 3 clusters Score -2480213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2480220.000000 Penalty: 3216.710205
	Iteration 59Q: 3 clusters Score -2480220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2480226.500000 Penalty: 3216.710205
	Iteration 60F: 3 clusters Score -2480226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2480236.250000 Penalty: 3216.710205
	Iteration 61Q: 3 clusters Score -2480236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2480241.250000 Penalty: 3216.710205
	Iteration 62Q: 3 clusters Score -2480241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2480245.250000 Penalty: 3216.710205
	Iteration 63Q: 3 clusters Score -2480245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2480253.500000 Penalty: 3216.710205
	Iteration 64Q: 3 clusters Score -2480254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2480262.500000 Penalty: 3216.710205
	Iteration 65Q: 3 clusters Score -2480262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2480269.500000 Penalty: 3216.710205
	Iteration 66Q: 3 clusters Score -2480270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2480270.250000 Penalty: 3216.710205
	Iteration 67Q: 3 clusters Score -2480270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2480271.750000 Penalty: 3216.710205
	Iteration 68Q: 3 clusters Score -2480272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2480274.000000 Penalty: 3216.710205
	Iteration 69Q: 3 clusters Score -2480274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2480282.250000 Penalty: 3216.710205
	Iteration 70Q: 3 clusters Score -2480282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2480284.750000 Penalty: 3216.710205
	Iteration 71Q: 3 clusters Score -2480285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2480286.500000 Penalty: 3216.710205
	Iteration 72Q: 3 clusters Score -2480286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2480289.750000 Penalty: 3216.710205
	Iteration 73Q: 3 clusters Score -2480290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2480294.000000 Penalty: 3216.710205
	Iteration 74Q: 3 clusters Score -2480294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2480294.000000 Penalty: 3216.710205
	Iteration 75Q: 3 clusters Score -2480294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2480301.750000 Penalty: 3216.710205
	Iteration 76Q: 3 clusters Score -2480302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2480303.250000 Penalty: 3216.710205
	Iteration 77Q: 3 clusters Score -2480303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2480311.500000 Penalty: 3216.710205
	Iteration 78Q: 3 clusters Score -2480312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2480314.750000 Penalty: 3216.710205
	Iteration 79Q: 3 clusters Score -2480315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2480321.000000 Penalty: 3216.710205
	Iteration 80F: 3 clusters Score -2480321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2480319.750000 Penalty: 3216.710205
	Iteration 81Q: 3 clusters Score -2480320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2480320.250000 Penalty: 3216.710205
	Iteration 82Q: 3 clusters Score -2480320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2480319.500000 Penalty: 3216.710205
	Iteration 83Q: 3 clusters Score -2480320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2480324.250000 Penalty: 3216.710205
	Iteration 84Q: 3 clusters Score -2480324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2480327.000000 Penalty: 3216.710205
	Iteration 85Q: 3 clusters Score -2480327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2480327.000000 Penalty: 3216.710205
	Iteration 86Q: 3 clusters Score -2480327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2480330.750000 Penalty: 3216.710205
	Iteration 87Q: 3 clusters Score -2480331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2480334.250000 Penalty: 3216.710205
	Iteration 88Q: 3 clusters Score -2480334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2480343.000000 Penalty: 3216.710205
	Iteration 89Q: 3 clusters Score -2480343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2480343.750000 Penalty: 3216.710205
	Iteration 90Q: 3 clusters Score -2480344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2480341.750000 Penalty: 3216.710205
	Iteration 91Q: 3 clusters Score -2480342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2480344.500000 Penalty: 3216.710205
	Iteration 92Q: 3 clusters Score -2480344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2480344.500000 Penalty: 3216.710205
	Iteration 93F: 3 clusters Score -2480344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -29132.433594 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -29132.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28304.871094 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -28304.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28365.431641 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -28365.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28381.638672 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -28381.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28387.070312 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -28387.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28387.070312 Penalty: 1781.207642
	Iteration 4F: 3 clusters Score -28387.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Entering Unmasked Estep 
Score: -3892531.500000 Penalty: 1679.550049
	Iteration 0F: 2 clusters Score -3892532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -3871669.250000 Penalty: 3359.100098
	Iteration 0F: 3 clusters Score -3871669 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3879350.250000 Penalty: 3359.100098
	Iteration 1F: 3 clusters Score -3879350 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -3879808.500000 Penalty: 3359.100098
	Iteration 2Q: 3 clusters Score -3879808 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3880219.250000 Penalty: 3359.100098
	Iteration 3Q: 3 clusters Score -3880219 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3880606.250000 Penalty: 3359.100098
	Iteration 4Q: 3 clusters Score -3880606 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3881021.250000 Penalty: 3359.100098
	Iteration 5Q: 3 clusters Score -3881021 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3881480.500000 Penalty: 3359.100098
	Iteration 6Q: 3 clusters Score -3881480 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3882011.500000 Penalty: 3359.100098
	Iteration 7Q: 3 clusters Score -3882012 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3882612.000000 Penalty: 3359.100098
	Iteration 8Q: 3 clusters Score -3882612 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3883256.250000 Penalty: 3359.100098
	Iteration 9Q: 3 clusters Score -3883256 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -3884066.250000 Penalty: 3359.100098
	Iteration 10Q: 3 clusters Score -3884066 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3884978.750000 Penalty: 3359.100098
	Iteration 11Q: 3 clusters Score -3884979 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3885855.250000 Penalty: 3359.100098
	Iteration 12Q: 3 clusters Score -3885855 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3886644.500000 Penalty: 3359.100098
	Iteration 13Q: 3 clusters Score -3886644 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -3887209.500000 Penalty: 3359.100098
	Iteration 14Q: 3 clusters Score -3887210 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3887668.250000 Penalty: 3359.100098
	Iteration 15Q: 3 clusters Score -3887668 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3888021.500000 Penalty: 3359.100098
	Iteration 16Q: 3 clusters Score -3888022 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3888298.000000 Penalty: 3359.100098
	Iteration 17Q: 3 clusters Score -3888298 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3888538.500000 Penalty: 3359.100098
	Iteration 18Q: 3 clusters Score -3888538 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3888726.000000 Penalty: 3359.100098
	Iteration 19Q: 3 clusters Score -3888726 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3888903.500000 Penalty: 3359.100098
	Iteration 20F: 3 clusters Score -3888904 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3889066.500000 Penalty: 3359.100098
	Iteration 21Q: 3 clusters Score -3889066 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3889199.500000 Penalty: 3359.100098
	Iteration 22Q: 3 clusters Score -3889200 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3889321.750000 Penalty: 3359.100098
	Iteration 23Q: 3 clusters Score -3889322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3889441.750000 Penalty: 3359.100098
	Iteration 24Q: 3 clusters Score -3889442 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3889562.250000 Penalty: 3359.100098
	Iteration 25Q: 3 clusters Score -3889562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -3889656.750000 Penalty: 3359.100098
	Iteration 26Q: 3 clusters Score -3889657 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3889768.000000 Penalty: 3359.100098
	Iteration 27Q: 3 clusters Score -3889768 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3889863.500000 Penalty: 3359.100098
	Iteration 28Q: 3 clusters Score -3889864 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3889973.500000 Penalty: 3359.100098
	Iteration 29Q: 3 clusters Score -3889974 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3890074.750000 Penalty: 3359.100098
	Iteration 30Q: 3 clusters Score -3890075 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3890184.500000 Penalty: 3359.100098
	Iteration 31Q: 3 clusters Score -3890184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3890297.000000 Penalty: 3359.100098
	Iteration 32Q: 3 clusters Score -3890297 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3890420.500000 Penalty: 3359.100098
	Iteration 33Q: 3 clusters Score -3890420 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3890506.500000 Penalty: 3359.100098
	Iteration 34Q: 3 clusters Score -3890506 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3890585.250000 Penalty: 3359.100098
	Iteration 35Q: 3 clusters Score -3890585 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3890654.000000 Penalty: 3359.100098
	Iteration 36Q: 3 clusters Score -3890654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3890742.250000 Penalty: 3359.100098
	Iteration 37Q: 3 clusters Score -3890742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3890816.750000 Penalty: 3359.100098
	Iteration 38Q: 3 clusters Score -3890817 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3890875.000000 Penalty: 3359.100098
	Iteration 39Q: 3 clusters Score -3890875 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3890921.250000 Penalty: 3359.100098
	Iteration 40F: 3 clusters Score -3890921 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3890958.250000 Penalty: 3359.100098
	Iteration 41Q: 3 clusters Score -3890958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3890989.250000 Penalty: 3359.100098
	Iteration 42Q: 3 clusters Score -3890989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3891010.500000 Penalty: 3359.100098
	Iteration 43Q: 3 clusters Score -3891010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3891040.000000 Penalty: 3359.100098
	Iteration 44Q: 3 clusters Score -3891040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3891061.750000 Penalty: 3359.100098
	Iteration 45Q: 3 clusters Score -3891062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3891077.500000 Penalty: 3359.100098
	Iteration 46Q: 3 clusters Score -3891078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3891090.000000 Penalty: 3359.100098
	Iteration 47Q: 3 clusters Score -3891090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3891092.500000 Penalty: 3359.100098
	Iteration 48Q: 3 clusters Score -3891092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3891093.250000 Penalty: 3359.100098
	Iteration 49Q: 3 clusters Score -3891093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3891097.500000 Penalty: 3359.100098
	Iteration 50Q: 3 clusters Score -3891098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3891100.250000 Penalty: 3359.100098
	Iteration 51Q: 3 clusters Score -3891100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3891098.250000 Penalty: 3359.100098
	Iteration 52Q: 3 clusters Score -3891098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3891096.750000 Penalty: 3359.100098
	Iteration 53Q: 3 clusters Score -3891097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3891099.250000 Penalty: 3359.100098
	Iteration 54Q: 3 clusters Score -3891099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3891102.250000 Penalty: 3359.100098
	Iteration 55Q: 3 clusters Score -3891102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3891101.500000 Penalty: 3359.100098
	Iteration 56Q: 3 clusters Score -3891102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3891103.250000 Penalty: 3359.100098
	Iteration 57Q: 3 clusters Score -3891103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3891112.750000 Penalty: 3359.100098
	Iteration 58Q: 3 clusters Score -3891113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3891112.250000 Penalty: 3359.100098
	Iteration 59Q: 3 clusters Score -3891112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3891112.250000 Penalty: 3359.100098
	Iteration 60F: 3 clusters Score -3891112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3891117.750000 Penalty: 3359.100098
	Iteration 61Q: 3 clusters Score -3891118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3891123.250000 Penalty: 3359.100098
	Iteration 62Q: 3 clusters Score -3891123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3891125.750000 Penalty: 3359.100098
	Iteration 63Q: 3 clusters Score -3891126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3891130.500000 Penalty: 3359.100098
	Iteration 64Q: 3 clusters Score -3891130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3891139.250000 Penalty: 3359.100098
	Iteration 65Q: 3 clusters Score -3891139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3891140.250000 Penalty: 3359.100098
	Iteration 66Q: 3 clusters Score -3891140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3891143.250000 Penalty: 3359.100098
	Iteration 67Q: 3 clusters Score -3891143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3891146.500000 Penalty: 3359.100098
	Iteration 68Q: 3 clusters Score -3891146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3891145.750000 Penalty: 3359.100098
	Iteration 69Q: 3 clusters Score -3891146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3891144.500000 Penalty: 3359.100098
	Iteration 70Q: 3 clusters Score -3891144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3891149.000000 Penalty: 3359.100098
	Iteration 71Q: 3 clusters Score -3891149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3891149.000000 Penalty: 3359.100098
	Iteration 72F: 3 clusters Score -3891149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Entering Unmasked Estep 
Score: -1935747.125000 Penalty: 1561.786621
	Iteration 0F: 2 clusters Score -1935747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1925392.750000 Penalty: 3123.573242
	Iteration 0F: 3 clusters Score -1925393 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1929075.750000 Penalty: 3123.573242
	Iteration 1F: 3 clusters Score -1929076 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1929481.375000 Penalty: 3123.573242
	Iteration 2F: 3 clusters Score -1929481 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1929924.000000 Penalty: 3123.573242
	Iteration 3F: 3 clusters Score -1929924 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1930470.750000 Penalty: 3123.573242
	Iteration 4F: 3 clusters Score -1930471 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1931089.250000 Penalty: 3123.573242
	Iteration 5F: 3 clusters Score -1931089 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1931783.125000 Penalty: 3123.573242
	Iteration 6F: 3 clusters Score -1931783 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1932516.375000 Penalty: 3123.573242
	Iteration 7F: 3 clusters Score -1932516 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1933132.625000 Penalty: 3123.573242
	Iteration 8Q: 3 clusters Score -1933133 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1933635.875000 Penalty: 3123.573242
	Iteration 9Q: 3 clusters Score -1933636 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1933964.125000 Penalty: 3123.573242
	Iteration 10Q: 3 clusters Score -1933964 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1934134.250000 Penalty: 3123.573242
	Iteration 11Q: 3 clusters Score -1934134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1934208.375000 Penalty: 3123.573242
	Iteration 12Q: 3 clusters Score -1934208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1934251.125000 Penalty: 3123.573242
	Iteration 13Q: 3 clusters Score -1934251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1934287.500000 Penalty: 3123.573242
	Iteration 14Q: 3 clusters Score -1934288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1934311.875000 Penalty: 3123.573242
	Iteration 15Q: 3 clusters Score -1934312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1934322.875000 Penalty: 3123.573242
	Iteration 16Q: 3 clusters Score -1934323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1934326.500000 Penalty: 3123.573242
	Iteration 17Q: 3 clusters Score -1934326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1934328.125000 Penalty: 3123.573242
	Iteration 18Q: 3 clusters Score -1934328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1934329.750000 Penalty: 3123.573242
	Iteration 19Q: 3 clusters Score -1934330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1934338.625000 Penalty: 3123.573242
	Iteration 20F: 3 clusters Score -1934339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1934340.250000 Penalty: 3123.573242
	Iteration 21Q: 3 clusters Score -1934340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1934340.250000 Penalty: 3123.573242
	Iteration 22F: 3 clusters Score -1934340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Entering Unmasked Estep 
Score: -316057.562500 Penalty: 1269.839966
	Iteration 0F: 2 clusters Score -316057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -313632.812500 Penalty: 2539.679932
	Iteration 0F: 3 clusters Score -313632.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -314183.250000 Penalty: 2539.679932
	Iteration 1F: 3 clusters Score -314183.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -314325.500000 Penalty: 2539.679932
	Iteration 2F: 3 clusters Score -314325.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -314411.656250 Penalty: 2539.679932
	Iteration 3F: 3 clusters Score -314411.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314489.687500 Penalty: 2539.679932
	Iteration 4Q: 3 clusters Score -314489.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -314551.281250 Penalty: 2539.679932
	Iteration 5Q: 3 clusters Score -314551.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -314595.843750 Penalty: 2539.679932
	Iteration 6Q: 3 clusters Score -314595.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -314619.500000 Penalty: 2539.679932
	Iteration 7Q: 3 clusters Score -314619.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -314638.312500 Penalty: 2539.679932
	Iteration 8Q: 3 clusters Score -314638.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -314653.531250 Penalty: 2539.679932
	Iteration 9Q: 3 clusters Score -314653.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -314670.093750 Penalty: 2539.679932
	Iteration 10Q: 3 clusters Score -314670.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -314684.625000 Penalty: 2539.679932
	Iteration 11Q: 3 clusters Score -314684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -314698.312500 Penalty: 2539.679932
	Iteration 12Q: 3 clusters Score -314698.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -314717.156250 Penalty: 2539.679932
	Iteration 13Q: 3 clusters Score -314717.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -314730.000000 Penalty: 2539.679932
	Iteration 14Q: 3 clusters Score -314730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -314743.656250 Penalty: 2539.679932
	Iteration 15Q: 3 clusters Score -314743.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -314757.250000 Penalty: 2539.679932
	Iteration 16Q: 3 clusters Score -314757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -314768.343750 Penalty: 2539.679932
	Iteration 17Q: 3 clusters Score -314768.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -314782.593750 Penalty: 2539.679932
	Iteration 18Q: 3 clusters Score -314782.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -314793.843750 Penalty: 2539.679932
	Iteration 19Q: 3 clusters Score -314793.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -314801.187500 Penalty: 2539.679932
	Iteration 20F: 3 clusters Score -314801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314806.875000 Penalty: 2539.679932
	Iteration 21Q: 3 clusters Score -314806.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -314812.906250 Penalty: 2539.679932
	Iteration 22Q: 3 clusters Score -314812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -314817.468750 Penalty: 2539.679932
	Iteration 23Q: 3 clusters Score -314817.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -314824.562500 Penalty: 2539.679932
	Iteration 24Q: 3 clusters Score -314824.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -314831.937500 Penalty: 2539.679932
	Iteration 25Q: 3 clusters Score -314831.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -314836.625000 Penalty: 2539.679932
	Iteration 26Q: 3 clusters Score -314836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -314839.218750 Penalty: 2539.679932
	Iteration 27Q: 3 clusters Score -314839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -314844.031250 Penalty: 2539.679932
	Iteration 28Q: 3 clusters Score -314844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -314852.093750 Penalty: 2539.679932
	Iteration 29Q: 3 clusters Score -314852.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -314863.718750 Penalty: 2539.679932
	Iteration 30Q: 3 clusters Score -314863.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -314875.562500 Penalty: 2539.679932
	Iteration 31Q: 3 clusters Score -314875.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -314883.531250 Penalty: 2539.679932
	Iteration 32Q: 3 clusters Score -314883.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -314891.781250 Penalty: 2539.679932
	Iteration 33Q: 3 clusters Score -314891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -314898.937500 Penalty: 2539.679932
	Iteration 34Q: 3 clusters Score -314898.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -314906.406250 Penalty: 2539.679932
	Iteration 35Q: 3 clusters Score -314906.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -314911.531250 Penalty: 2539.679932
	Iteration 36Q: 3 clusters Score -314911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -314919.250000 Penalty: 2539.679932
	Iteration 37Q: 3 clusters Score -314919.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -314924.593750 Penalty: 2539.679932
	Iteration 38Q: 3 clusters Score -314924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -314931.218750 Penalty: 2539.679932
	Iteration 39Q: 3 clusters Score -314931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -314937.718750 Penalty: 2539.679932
	Iteration 40F: 3 clusters Score -314937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -314940.281250 Penalty: 2539.679932
	Iteration 41Q: 3 clusters Score -314940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -314941.718750 Penalty: 2539.679932
	Iteration 42Q: 3 clusters Score -314941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -314943.781250 Penalty: 2539.679932
	Iteration 43Q: 3 clusters Score -314943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -314944.968750 Penalty: 2539.679932
	Iteration 44Q: 3 clusters Score -314945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -314944.812500 Penalty: 2539.679932
	Iteration 45Q: 3 clusters Score -314944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -314945.593750 Penalty: 2539.679932
	Iteration 46Q: 3 clusters Score -314945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -314946.031250 Penalty: 2539.679932
	Iteration 47Q: 3 clusters Score -314946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -314946.218750 Penalty: 2539.679932
	Iteration 48Q: 3 clusters Score -314946.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -314946.437500 Penalty: 2539.679932
	Iteration 49Q: 3 clusters Score -314946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -314947.406250 Penalty: 2539.679932
	Iteration 50Q: 3 clusters Score -314947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -314947.656250 Penalty: 2539.679932
	Iteration 51Q: 3 clusters Score -314947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -314948.687500 Penalty: 2539.679932
	Iteration 52Q: 3 clusters Score -314948.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -314948.968750 Penalty: 2539.679932
	Iteration 53Q: 3 clusters Score -314949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -314950.531250 Penalty: 2539.679932
	Iteration 54Q: 3 clusters Score -314950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -314950.531250 Penalty: 2539.679932
	Iteration 55F: 3 clusters Score -314950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Entering Unmasked Estep 
Score: -372961.218750 Penalty: 1308.239258
	Iteration 0F: 2 clusters Score -372961.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -370152.843750 Penalty: 2616.478516
	Iteration 0F: 3 clusters Score -370152.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -370898.718750 Penalty: 2616.478516
	Iteration 1F: 3 clusters Score -370898.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -371188.812500 Penalty: 2616.478516
	Iteration 2F: 3 clusters Score -371188.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -371497.687500 Penalty: 2616.478516
	Iteration 3F: 3 clusters Score -371497.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -371799.343750 Penalty: 2616.478516
	Iteration 4F: 3 clusters Score -371799.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -371982.000000 Penalty: 2616.478516
	Iteration 5F: 3 clusters Score -371982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -372125.812500 Penalty: 2616.478516
	Iteration 6Q: 3 clusters Score -372125.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -372220.218750 Penalty: 2616.478516
	Iteration 7Q: 3 clusters Score -372220.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -372272.593750 Penalty: 2616.478516
	Iteration 8Q: 3 clusters Score -372272.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -372303.562500 Penalty: 2616.478516
	Iteration 9Q: 3 clusters Score -372303.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -372321.500000 Penalty: 2616.478516
	Iteration 10Q: 3 clusters Score -372321.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -372331.281250 Penalty: 2616.478516
	Iteration 11Q: 3 clusters Score -372331.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -372337.312500 Penalty: 2616.478516
	Iteration 12Q: 3 clusters Score -372337.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -372340.156250 Penalty: 2616.478516
	Iteration 13Q: 3 clusters Score -372340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -372343.218750 Penalty: 2616.478516
	Iteration 14Q: 3 clusters Score -372343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -372345.968750 Penalty: 2616.478516
	Iteration 15Q: 3 clusters Score -372346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -372348.062500 Penalty: 2616.478516
	Iteration 16Q: 3 clusters Score -372348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -372349.187500 Penalty: 2616.478516
	Iteration 17Q: 3 clusters Score -372349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -372349.343750 Penalty: 2616.478516
	Iteration 18Q: 3 clusters Score -372349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -372351.750000 Penalty: 2616.478516
	Iteration 19Q: 3 clusters Score -372351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -372355.781250 Penalty: 2616.478516
	Iteration 20F: 3 clusters Score -372355.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -372358.531250 Penalty: 2616.478516
	Iteration 21Q: 3 clusters Score -372358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -372361.343750 Penalty: 2616.478516
	Iteration 22Q: 3 clusters Score -372361.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -372365.687500 Penalty: 2616.478516
	Iteration 23Q: 3 clusters Score -372365.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -372380.437500 Penalty: 2616.478516
	Iteration 24Q: 3 clusters Score -372380.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -372386.625000 Penalty: 2616.478516
	Iteration 25Q: 3 clusters Score -372386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -372390.875000 Penalty: 2616.478516
	Iteration 26Q: 3 clusters Score -372390.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -372392.593750 Penalty: 2616.478516
	Iteration 27Q: 3 clusters Score -372392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -372394.250000 Penalty: 2616.478516
	Iteration 28Q: 3 clusters Score -372394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -372394.781250 Penalty: 2616.478516
	Iteration 29Q: 3 clusters Score -372394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -372394.843750 Penalty: 2616.478516
	Iteration 30Q: 3 clusters Score -372394.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -372395.281250 Penalty: 2616.478516
	Iteration 31Q: 3 clusters Score -372395.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -372397.187500 Penalty: 2616.478516
	Iteration 32Q: 3 clusters Score -372397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -372397.500000 Penalty: 2616.478516
	Iteration 33Q: 3 clusters Score -372397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -372398.312500 Penalty: 2616.478516
	Iteration 34Q: 3 clusters Score -372398.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -372398.312500 Penalty: 2616.478516
	Iteration 35F: 3 clusters Score -372398.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -12300.459961 Penalty: 877.935120
	Iteration 0F: 2 clusters Score -12300.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11644.439453 Penalty: 1755.870239
	Iteration 0F: 3 clusters Score -11644.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -11916.322266 Penalty: 1755.870239
	Iteration 1F: 3 clusters Score -11916.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12032.413086 Penalty: 1755.870239
	Iteration 2F: 3 clusters Score -12032.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12062.714844 Penalty: 1755.870239
	Iteration 3Q: 3 clusters Score -12062.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -12076.684570 Penalty: 1755.870239
	Iteration 4Q: 3 clusters Score -12076.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12082.457031 Penalty: 1755.870239
	Iteration 5Q: 3 clusters Score -12082.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12087.081055 Penalty: 1755.870239
	Iteration 6Q: 3 clusters Score -12087.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12087.081055 Penalty: 1755.870239
	Iteration 7F: 3 clusters Score -12087.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -139163.234375 Penalty: 1136.663208
	Iteration 0F: 2 clusters Score -139163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137651.562500 Penalty: 2273.326416
	Iteration 0F: 3 clusters Score -137651.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137910.312500 Penalty: 2273.326416
	Iteration 1F: 3 clusters Score -137910.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137973.125000 Penalty: 2273.326416
	Iteration 2F: 3 clusters Score -137973.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -138004.906250 Penalty: 2273.326416
	Iteration 3Q: 3 clusters Score -138004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -138025.312500 Penalty: 2273.326416
	Iteration 4Q: 3 clusters Score -138025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -138033.343750 Penalty: 2273.326416
	Iteration 5Q: 3 clusters Score -138033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138037.656250 Penalty: 2273.326416
	Iteration 6Q: 3 clusters Score -138037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138039.218750 Penalty: 2273.326416
	Iteration 7Q: 3 clusters Score -138039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138040.375000 Penalty: 2273.326416
	Iteration 8Q: 3 clusters Score -138040.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -138041.265625 Penalty: 2273.326416
	Iteration 9Q: 3 clusters Score -138041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138041.828125 Penalty: 2273.326416
	Iteration 10Q: 3 clusters Score -138041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -138041.828125 Penalty: 2273.326416
	Iteration 11F: 3 clusters Score -138041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Entering Unmasked Estep 
Score: -3847815.000000 Penalty: 1673.188232
	Iteration 0F: 2 clusters Score -3847815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3827908.750000 Penalty: 3346.376465
	Iteration 0F: 3 clusters Score -3827909 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3835544.500000 Penalty: 3346.376465
	Iteration 1F: 3 clusters Score -3835544 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3836203.250000 Penalty: 3346.376465
	Iteration 2F: 3 clusters Score -3836203 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3837135.250000 Penalty: 3346.376465
	Iteration 3F: 3 clusters Score -3837135 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -3838481.750000 Penalty: 3346.376465
	Iteration 4F: 3 clusters Score -3838482 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3840216.250000 Penalty: 3346.376465
	Iteration 5F: 3 clusters Score -3840216 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3842152.500000 Penalty: 3346.376465
	Iteration 6F: 3 clusters Score -3842152 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3843782.500000 Penalty: 3346.376465
	Iteration 7F: 3 clusters Score -3843782 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -3844921.250000 Penalty: 3346.376465
	Iteration 8Q: 3 clusters Score -3844921 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -3845607.000000 Penalty: 3346.376465
	Iteration 9Q: 3 clusters Score -3845607 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3845977.250000 Penalty: 3346.376465
	Iteration 10Q: 3 clusters Score -3845977 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3846166.500000 Penalty: 3346.376465
	Iteration 11Q: 3 clusters Score -3846166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3846250.500000 Penalty: 3346.376465
	Iteration 12Q: 3 clusters Score -3846250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3846290.500000 Penalty: 3346.376465
	Iteration 13Q: 3 clusters Score -3846290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -3846306.500000 Penalty: 3346.376465
	Iteration 14Q: 3 clusters Score -3846306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3846327.750000 Penalty: 3346.376465
	Iteration 15Q: 3 clusters Score -3846328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3846344.250000 Penalty: 3346.376465
	Iteration 16Q: 3 clusters Score -3846344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3846356.750000 Penalty: 3346.376465
	Iteration 17Q: 3 clusters Score -3846357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3846360.750000 Penalty: 3346.376465
	Iteration 18Q: 3 clusters Score -3846361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3846360.750000 Penalty: 3346.376465
	Iteration 19F: 3 clusters Score -3846361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -16203.360352 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -16203.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15523.384766 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -15523.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15648.889648 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -15648.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15677.670898 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -15677.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15682.133789 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -15682.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15682.133789 Penalty: 1669.134521
	Iteration 4F: 3 clusters Score -15682.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122718 members 
Entering Unmasked Estep 
Score: -15870128.000000 Penalty: 1904.117310
	Iteration 0F: 2 clusters Score -1.587013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -15796147.000000 Penalty: 3808.234619
	Iteration 0F: 3 clusters Score -1.579615e+07 nChanged 59005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -15830571.000000 Penalty: 3808.234619
	Iteration 1F: 3 clusters Score -1.583057e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -15831360.000000 Penalty: 3808.234619
	Iteration 2Q: 3 clusters Score -1.583136e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -15832370.000000 Penalty: 3808.234619
	Iteration 3Q: 3 clusters Score -1.583237e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -15833957.000000 Penalty: 3808.234619
	Iteration 4Q: 3 clusters Score -1.583396e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -15836303.000000 Penalty: 3808.234619
	Iteration 5Q: 3 clusters Score -1.58363e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -15840548.000000 Penalty: 3808.234619
	Iteration 6F: 3 clusters Score -1.584055e+07 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -15846361.000000 Penalty: 3808.234619
	Iteration 7F: 3 clusters Score -1.584636e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -15852030.000000 Penalty: 3808.234619
	Iteration 8F: 3 clusters Score -1.585203e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -15854691.000000 Penalty: 3808.234619
	Iteration 9F: 3 clusters Score -1.585469e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -15855403.000000 Penalty: 3808.234619
	Iteration 10Q: 3 clusters Score -1.58554e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72788 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -15855613.000000 Penalty: 3808.234619
	Iteration 11Q: 3 clusters Score -1.585561e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -15855683.000000 Penalty: 3808.234619
	Iteration 12Q: 3 clusters Score -1.585568e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74102 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -15855791.000000 Penalty: 3808.234619
	Iteration 13Q: 3 clusters Score -1.585579e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -15855858.000000 Penalty: 3808.234619
	Iteration 14Q: 3 clusters Score -1.585586e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -15855927.000000 Penalty: 3808.234619
	Iteration 15Q: 3 clusters Score -1.585593e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -15856028.000000 Penalty: 3808.234619
	Iteration 16Q: 3 clusters Score -1.585603e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -15856078.000000 Penalty: 3808.234619
	Iteration 17Q: 3 clusters Score -1.585608e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -15856102.000000 Penalty: 3808.234619
	Iteration 18Q: 3 clusters Score -1.58561e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -15856054.000000 Penalty: 3808.234619
	Iteration 19Q: 3 clusters Score -1.585605e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -15856146.000000 Penalty: 3808.234619
	Iteration 20F: 3 clusters Score -1.585615e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -15856129.000000 Penalty: 3808.234619
	Iteration 21Q: 3 clusters Score -1.585613e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -15856149.000000 Penalty: 3808.234619
	Iteration 22Q: 3 clusters Score -1.585615e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -15856110.000000 Penalty: 3808.234619
	Iteration 23Q: 3 clusters Score -1.585611e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -15856126.000000 Penalty: 3808.234619
	Iteration 24Q: 3 clusters Score -1.585613e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -15856117.000000 Penalty: 3808.234619
	Iteration 25Q: 3 clusters Score -1.585612e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -15856174.000000 Penalty: 3808.234619
	Iteration 26Q: 3 clusters Score -1.585617e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -15856173.000000 Penalty: 3808.234619
	Iteration 27Q: 3 clusters Score -1.585617e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -15856188.000000 Penalty: 3808.234619
	Iteration 28Q: 3 clusters Score -1.585619e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -15856284.000000 Penalty: 3808.234619
	Iteration 29Q: 3 clusters Score -1.585628e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -15856296.000000 Penalty: 3808.234619
	Iteration 30Q: 3 clusters Score -1.58563e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -15856277.000000 Penalty: 3808.234619
	Iteration 31Q: 3 clusters Score -1.585628e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -15856303.000000 Penalty: 3808.234619
	Iteration 32Q: 3 clusters Score -1.58563e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -15856346.000000 Penalty: 3808.234619
	Iteration 33Q: 3 clusters Score -1.585635e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -15856415.000000 Penalty: 3808.234619
	Iteration 34Q: 3 clusters Score -1.585642e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -15856402.000000 Penalty: 3808.234619
	Iteration 35Q: 3 clusters Score -1.58564e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -15856422.000000 Penalty: 3808.234619
	Iteration 36Q: 3 clusters Score -1.585642e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84018 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -15856443.000000 Penalty: 3808.234619
	Iteration 37Q: 3 clusters Score -1.585644e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -15856435.000000 Penalty: 3808.234619
	Iteration 38Q: 3 clusters Score -1.585644e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -15856429.000000 Penalty: 3808.234619
	Iteration 39Q: 3 clusters Score -1.585643e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -15856463.000000 Penalty: 3808.234619
	Iteration 40F: 3 clusters Score -1.585646e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84827 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -15856454.000000 Penalty: 3808.234619
	Iteration 41Q: 3 clusters Score -1.585645e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -15856490.000000 Penalty: 3808.234619
	Iteration 42Q: 3 clusters Score -1.585649e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -15856493.000000 Penalty: 3808.234619
	Iteration 43Q: 3 clusters Score -1.585649e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -15856534.000000 Penalty: 3808.234619
	Iteration 44Q: 3 clusters Score -1.585653e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -15856467.000000 Penalty: 3808.234619
	Iteration 45Q: 3 clusters Score -1.585647e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -15856462.000000 Penalty: 3808.234619
	Iteration 46Q: 3 clusters Score -1.585646e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85645 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -15856470.000000 Penalty: 3808.234619
	Iteration 47Q: 3 clusters Score -1.585647e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -15856492.000000 Penalty: 3808.234619
	Iteration 48Q: 3 clusters Score -1.585649e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -15856466.000000 Penalty: 3808.234619
	Iteration 49Q: 3 clusters Score -1.585647e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -15856482.000000 Penalty: 3808.234619
	Iteration 50Q: 3 clusters Score -1.585648e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -15856532.000000 Penalty: 3808.234619
	Iteration 51Q: 3 clusters Score -1.585653e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -15856513.000000 Penalty: 3808.234619
	Iteration 52Q: 3 clusters Score -1.585651e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -15856527.000000 Penalty: 3808.234619
	Iteration 53Q: 3 clusters Score -1.585653e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86634 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -15856517.000000 Penalty: 3808.234619
	Iteration 54Q: 3 clusters Score -1.585652e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -15856574.000000 Penalty: 3808.234619
	Iteration 55Q: 3 clusters Score -1.585657e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -15856573.000000 Penalty: 3808.234619
	Iteration 56Q: 3 clusters Score -1.585657e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -15856581.000000 Penalty: 3808.234619
	Iteration 57Q: 3 clusters Score -1.585658e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -15856574.000000 Penalty: 3808.234619
	Iteration 58Q: 3 clusters Score -1.585657e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -15856608.000000 Penalty: 3808.234619
	Iteration 59Q: 3 clusters Score -1.585661e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -15856575.000000 Penalty: 3808.234619
	Iteration 60F: 3 clusters Score -1.585658e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -15856604.000000 Penalty: 3808.234619
	Iteration 61Q: 3 clusters Score -1.58566e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87299 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -15856571.000000 Penalty: 3808.234619
	Iteration 62Q: 3 clusters Score -1.585657e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -15856574.000000 Penalty: 3808.234619
	Iteration 63Q: 3 clusters Score -1.585657e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -15856643.000000 Penalty: 3808.234619
	Iteration 64Q: 3 clusters Score -1.585664e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87492 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -15856626.000000 Penalty: 3808.234619
	Iteration 65Q: 3 clusters Score -1.585663e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -15856661.000000 Penalty: 3808.234619
	Iteration 66Q: 3 clusters Score -1.585666e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -15856662.000000 Penalty: 3808.234619
	Iteration 67Q: 3 clusters Score -1.585666e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -15856632.000000 Penalty: 3808.234619
	Iteration 68Q: 3 clusters Score -1.585663e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -15856678.000000 Penalty: 3808.234619
	Iteration 69Q: 3 clusters Score -1.585668e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -15856702.000000 Penalty: 3808.234619
	Iteration 70Q: 3 clusters Score -1.58567e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -15856740.000000 Penalty: 3808.234619
	Iteration 71Q: 3 clusters Score -1.585674e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -15856721.000000 Penalty: 3808.234619
	Iteration 72Q: 3 clusters Score -1.585672e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88158 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.585679e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88268 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -15856833.000000 Penalty: 3808.234619
	Iteration 74Q: 3 clusters Score -1.585683e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88345 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -15856834.000000 Penalty: 3808.234619
	Iteration 75Q: 3 clusters Score -1.585683e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -15856853.000000 Penalty: 3808.234619
	Iteration 76Q: 3 clusters Score -1.585685e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88479 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -15856893.000000 Penalty: 3808.234619
	Iteration 77Q: 3 clusters Score -1.585689e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -15856935.000000 Penalty: 3808.234619
	Iteration 78Q: 3 clusters Score -1.585694e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -15856929.000000 Penalty: 3808.234619
	Iteration 79Q: 3 clusters Score -1.585693e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -15856910.000000 Penalty: 3808.234619
	Iteration 80F: 3 clusters Score -1.585691e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88789 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -15856874.000000 Penalty: 3808.234619
	Iteration 81Q: 3 clusters Score -1.585687e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -15856883.000000 Penalty: 3808.234619
	Iteration 82Q: 3 clusters Score -1.585688e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.585694e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.585698e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.5857e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -15856988.000000 Penalty: 3808.234619
	Iteration 86Q: 3 clusters Score -1.585699e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -15857014.000000 Penalty: 3808.234619
	Iteration 87Q: 3 clusters Score -1.585701e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.5857e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -15857012.000000 Penalty: 3808.234619
	Iteration 89Q: 3 clusters Score -1.585701e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.58571e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89538 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -15857134.000000 Penalty: 3808.234619
	Iteration 91Q: 3 clusters Score -1.585713e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -15857151.000000 Penalty: 3808.234619
	Iteration 92Q: 3 clusters Score -1.585715e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.58572e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -15857227.000000 Penalty: 3808.234619
	Iteration 94Q: 3 clusters Score -1.585723e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89956 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.585727e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.585724e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.585723e+07 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.585723e+07 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90226 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -15857271.000000 Penalty: 3808.234619
	Iteration 99Q: 3 clusters Score -1.585727e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -15857272.000000 Penalty: 3808.234619
	Iteration 100F: 3 clusters Score -1.585727e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90377 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.585729e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.585733e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90564 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.585732e+07 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.585736e+07 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.585738e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.585742e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90818 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.585747e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.585751e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -15857521.000000 Penalty: 3808.234619
	Iteration 109Q: 3 clusters Score -1.585752e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91094 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.585758e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -15857638.000000 Penalty: 3808.234619
	Iteration 111Q: 3 clusters Score -1.585764e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.585767e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -15857754.000000 Penalty: 3808.234619
	Iteration 113Q: 3 clusters Score -1.585775e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.585779e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.585792e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.585796e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91588 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.585802e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.585808e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -15858161.000000 Penalty: 3808.234619
	Iteration 119Q: 3 clusters Score -1.585816e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -15858211.000000 Penalty: 3808.234619
	Iteration 120F: 3 clusters Score -1.585821e+07 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.585823e+07 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.58583e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -15858411.000000 Penalty: 3808.234619
	Iteration 123Q: 3 clusters Score -1.585841e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -15858502.000000 Penalty: 3808.234619
	Iteration 124Q: 3 clusters Score -1.58585e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -15858563.000000 Penalty: 3808.234619
	Iteration 125Q: 3 clusters Score -1.585856e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -15858617.000000 Penalty: 3808.234619
	Iteration 126Q: 3 clusters Score -1.585862e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92115 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -15858643.000000 Penalty: 3808.234619
	Iteration 127Q: 3 clusters Score -1.585864e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -15858693.000000 Penalty: 3808.234619
	Iteration 128Q: 3 clusters Score -1.585869e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.585879e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -15858897.000000 Penalty: 3808.234619
	Iteration 130Q: 3 clusters Score -1.58589e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -15859018.000000 Penalty: 3808.234619
	Iteration 131Q: 3 clusters Score -1.585902e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -15859087.000000 Penalty: 3808.234619
	Iteration 132Q: 3 clusters Score -1.585909e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.585918e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -15859319.000000 Penalty: 3808.234619
	Iteration 134Q: 3 clusters Score -1.585932e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92723 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -15859347.000000 Penalty: 3808.234619
	Iteration 135Q: 3 clusters Score -1.585935e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -15859507.000000 Penalty: 3808.234619
	Iteration 136Q: 3 clusters Score -1.585951e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92853 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -15859578.000000 Penalty: 3808.234619
	Iteration 137Q: 3 clusters Score -1.585958e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92942 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -15859712.000000 Penalty: 3808.234619
	Iteration 138Q: 3 clusters Score -1.585971e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -15859810.000000 Penalty: 3808.234619
	Iteration 139Q: 3 clusters Score -1.585981e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -15859930.000000 Penalty: 3808.234619
	Iteration 140F: 3 clusters Score -1.585993e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -15860086.000000 Penalty: 3808.234619
	Iteration 141Q: 3 clusters Score -1.586009e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -15860210.000000 Penalty: 3808.234619
	Iteration 142Q: 3 clusters Score -1.586021e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93188 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -15860314.000000 Penalty: 3808.234619
	Iteration 143Q: 3 clusters Score -1.586031e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -15860464.000000 Penalty: 3808.234619
	Iteration 144Q: 3 clusters Score -1.586046e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93181 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.586058e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.58607e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93104 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -15860871.000000 Penalty: 3808.234619
	Iteration 147Q: 3 clusters Score -1.586087e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93053 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -15861030.000000 Penalty: 3808.234619
	Iteration 148Q: 3 clusters Score -1.586103e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93002 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -15861142.000000 Penalty: 3808.234619
	Iteration 149Q: 3 clusters Score -1.586114e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -15861329.000000 Penalty: 3808.234619
	Iteration 150Q: 3 clusters Score -1.586133e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -15861512.000000 Penalty: 3808.234619
	Iteration 151Q: 3 clusters Score -1.586151e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -15861664.000000 Penalty: 3808.234619
	Iteration 152Q: 3 clusters Score -1.586166e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -15861937.000000 Penalty: 3808.234619
	Iteration 153Q: 3 clusters Score -1.586194e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -15862120.000000 Penalty: 3808.234619
	Iteration 154Q: 3 clusters Score -1.586212e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92189 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -15862306.000000 Penalty: 3808.234619
	Iteration 155Q: 3 clusters Score -1.586231e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -15862541.000000 Penalty: 3808.234619
	Iteration 156Q: 3 clusters Score -1.586254e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91754 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -15862732.000000 Penalty: 3808.234619
	Iteration 157Q: 3 clusters Score -1.586273e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -15862959.000000 Penalty: 3808.234619
	Iteration 158Q: 3 clusters Score -1.586296e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -15863133.000000 Penalty: 3808.234619
	Iteration 159Q: 3 clusters Score -1.586313e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90846 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -15863272.000000 Penalty: 3808.234619
	Iteration 160F: 3 clusters Score -1.586327e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90545 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -15863454.000000 Penalty: 3808.234619
	Iteration 161Q: 3 clusters Score -1.586345e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -15863657.000000 Penalty: 3808.234619
	Iteration 162Q: 3 clusters Score -1.586366e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -15863754.000000 Penalty: 3808.234619
	Iteration 163Q: 3 clusters Score -1.586375e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89793 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -15863864.000000 Penalty: 3808.234619
	Iteration 164Q: 3 clusters Score -1.586386e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -15863878.000000 Penalty: 3808.234619
	Iteration 165Q: 3 clusters Score -1.586388e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -15863991.000000 Penalty: 3808.234619
	Iteration 166Q: 3 clusters Score -1.586399e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -15864074.000000 Penalty: 3808.234619
	Iteration 167Q: 3 clusters Score -1.586407e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -15864142.000000 Penalty: 3808.234619
	Iteration 168Q: 3 clusters Score -1.586414e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -15864179.000000 Penalty: 3808.234619
	Iteration 169Q: 3 clusters Score -1.586418e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -15864181.000000 Penalty: 3808.234619
	Iteration 170Q: 3 clusters Score -1.586418e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88429 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -15864224.000000 Penalty: 3808.234619
	Iteration 171Q: 3 clusters Score -1.586422e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -15864247.000000 Penalty: 3808.234619
	Iteration 172Q: 3 clusters Score -1.586425e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -15864258.000000 Penalty: 3808.234619
	Iteration 173Q: 3 clusters Score -1.586426e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87965 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -15864312.000000 Penalty: 3808.234619
	Iteration 174Q: 3 clusters Score -1.586431e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -15864332.000000 Penalty: 3808.234619
	Iteration 175Q: 3 clusters Score -1.586433e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -15864333.000000 Penalty: 3808.234619
	Iteration 176Q: 3 clusters Score -1.586433e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -15864400.000000 Penalty: 3808.234619
	Iteration 177Q: 3 clusters Score -1.58644e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -15864410.000000 Penalty: 3808.234619
	Iteration 178Q: 3 clusters Score -1.586441e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -15864449.000000 Penalty: 3808.234619
	Iteration 179Q: 3 clusters Score -1.586445e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -15864439.000000 Penalty: 3808.234619
	Iteration 180F: 3 clusters Score -1.586444e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -15864470.000000 Penalty: 3808.234619
	Iteration 181Q: 3 clusters Score -1.586447e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -15864485.000000 Penalty: 3808.234619
	Iteration 182Q: 3 clusters Score -1.586448e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -15864497.000000 Penalty: 3808.234619
	Iteration 183Q: 3 clusters Score -1.58645e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -15864518.000000 Penalty: 3808.234619
	Iteration 184Q: 3 clusters Score -1.586452e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -15864533.000000 Penalty: 3808.234619
	Iteration 185Q: 3 clusters Score -1.586453e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86718 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -15864571.000000 Penalty: 3808.234619
	Iteration 186Q: 3 clusters Score -1.586457e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -15864605.000000 Penalty: 3808.234619
	Iteration 187Q: 3 clusters Score -1.58646e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -15864610.000000 Penalty: 3808.234619
	Iteration 188Q: 3 clusters Score -1.586461e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -15864640.000000 Penalty: 3808.234619
	Iteration 189Q: 3 clusters Score -1.586464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -15864670.000000 Penalty: 3808.234619
	Iteration 190Q: 3 clusters Score -1.586467e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86456 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -15864687.000000 Penalty: 3808.234619
	Iteration 191Q: 3 clusters Score -1.586469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -15864698.000000 Penalty: 3808.234619
	Iteration 192Q: 3 clusters Score -1.58647e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -15864711.000000 Penalty: 3808.234619
	Iteration 193Q: 3 clusters Score -1.586471e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -15864699.000000 Penalty: 3808.234619
	Iteration 194Q: 3 clusters Score -1.58647e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -15864724.000000 Penalty: 3808.234619
	Iteration 195Q: 3 clusters Score -1.586472e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -15864747.000000 Penalty: 3808.234619
	Iteration 196Q: 3 clusters Score -1.586475e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -15864729.000000 Penalty: 3808.234619
	Iteration 197Q: 3 clusters Score -1.586473e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -15864744.000000 Penalty: 3808.234619
	Iteration 198Q: 3 clusters Score -1.586474e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86061 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -15864724.000000 Penalty: 3808.234619
	Iteration 199Q: 3 clusters Score -1.586472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -15864722.000000 Penalty: 3808.234619
	Iteration 200F: 3 clusters Score -1.586472e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -15864724.000000 Penalty: 3808.234619
	Iteration 201Q: 3 clusters Score -1.586472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85960 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -15864716.000000 Penalty: 3808.234619
	Iteration 202Q: 3 clusters Score -1.586472e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -15864724.000000 Penalty: 3808.234619
	Iteration 203Q: 3 clusters Score -1.586472e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -15864716.000000 Penalty: 3808.234619
	Iteration 204Q: 3 clusters Score -1.586472e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85892 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -15864707.000000 Penalty: 3808.234619
	Iteration 205Q: 3 clusters Score -1.586471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -15864685.000000 Penalty: 3808.234619
	Iteration 206Q: 3 clusters Score -1.586468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -15864709.000000 Penalty: 3808.234619
	Iteration 207Q: 3 clusters Score -1.586471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -15864706.000000 Penalty: 3808.234619
	Iteration 208Q: 3 clusters Score -1.586471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -15864706.000000 Penalty: 3808.234619
	Iteration 209Q: 3 clusters Score -1.586471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -15864712.000000 Penalty: 3808.234619
	Iteration 210Q: 3 clusters Score -1.586471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -15864732.000000 Penalty: 3808.234619
	Iteration 211Q: 3 clusters Score -1.586473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -15864732.000000 Penalty: 3808.234619
	Iteration 212Q: 3 clusters Score -1.586473e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -15864732.000000 Penalty: 3808.234619
	Iteration 213Q: 3 clusters Score -1.586473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -15864730.000000 Penalty: 3808.234619
	Iteration 214Q: 3 clusters Score -1.586473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85805 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -15864732.000000 Penalty: 3808.234619
	Iteration 215Q: 3 clusters Score -1.586473e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85795 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -15864739.000000 Penalty: 3808.234619
	Iteration 216Q: 3 clusters Score -1.586474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85778 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -15864762.000000 Penalty: 3808.234619
	Iteration 217Q: 3 clusters Score -1.586476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -15864759.000000 Penalty: 3808.234619
	Iteration 218Q: 3 clusters Score -1.586476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85747 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -15864765.000000 Penalty: 3808.234619
	Iteration 219Q: 3 clusters Score -1.586476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85735 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -15864765.000000 Penalty: 3808.234619
	Iteration 220F: 3 clusters Score -1.586476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -15864775.000000 Penalty: 3808.234619
	Iteration 221Q: 3 clusters Score -1.586478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -15864768.000000 Penalty: 3808.234619
	Iteration 222Q: 3 clusters Score -1.586477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85724 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -15864766.000000 Penalty: 3808.234619
	Iteration 223Q: 3 clusters Score -1.586477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -15864759.000000 Penalty: 3808.234619
	Iteration 224Q: 3 clusters Score -1.586476e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -15864774.000000 Penalty: 3808.234619
	Iteration 225Q: 3 clusters Score -1.586477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85699 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -15864765.000000 Penalty: 3808.234619
	Iteration 226Q: 3 clusters Score -1.586476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -15864777.000000 Penalty: 3808.234619
	Iteration 227Q: 3 clusters Score -1.586478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -15864759.000000 Penalty: 3808.234619
	Iteration 228Q: 3 clusters Score -1.586476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -15864767.000000 Penalty: 3808.234619
	Iteration 229Q: 3 clusters Score -1.586477e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -15864775.000000 Penalty: 3808.234619
	Iteration 230Q: 3 clusters Score -1.586478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85647 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -15864771.000000 Penalty: 3808.234619
	Iteration 231Q: 3 clusters Score -1.586477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -15864774.000000 Penalty: 3808.234619
	Iteration 232Q: 3 clusters Score -1.586477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -15864773.000000 Penalty: 3808.234619
	Iteration 233Q: 3 clusters Score -1.586477e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -15864783.000000 Penalty: 3808.234619
	Iteration 234Q: 3 clusters Score -1.586478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -15864789.000000 Penalty: 3808.234619
	Iteration 235Q: 3 clusters Score -1.586479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -15864798.000000 Penalty: 3808.234619
	Iteration 236Q: 3 clusters Score -1.58648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -15864781.000000 Penalty: 3808.234619
	Iteration 237Q: 3 clusters Score -1.586478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -15864777.000000 Penalty: 3808.234619
	Iteration 238Q: 3 clusters Score -1.586478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -15864792.000000 Penalty: 3808.234619
	Iteration 239Q: 3 clusters Score -1.586479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85587 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -15864802.000000 Penalty: 3808.234619
	Iteration 240F: 3 clusters Score -1.58648e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -15864801.000000 Penalty: 3808.234619
	Iteration 241Q: 3 clusters Score -1.58648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -15864789.000000 Penalty: 3808.234619
	Iteration 242Q: 3 clusters Score -1.586479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -15864796.000000 Penalty: 3808.234619
	Iteration 243Q: 3 clusters Score -1.58648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -15864801.000000 Penalty: 3808.234619
	Iteration 244Q: 3 clusters Score -1.58648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85560 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -15864807.000000 Penalty: 3808.234619
	Iteration 245Q: 3 clusters Score -1.586481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -15864813.000000 Penalty: 3808.234619
	Iteration 246Q: 3 clusters Score -1.586481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85550 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -15864819.000000 Penalty: 3808.234619
	Iteration 247Q: 3 clusters Score -1.586482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -15864808.000000 Penalty: 3808.234619
	Iteration 248Q: 3 clusters Score -1.586481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -15864814.000000 Penalty: 3808.234619
	Iteration 249Q: 3 clusters Score -1.586481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -15864811.000000 Penalty: 3808.234619
	Iteration 250Q: 3 clusters Score -1.586481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85533 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -15864809.000000 Penalty: 3808.234619
	Iteration 251Q: 3 clusters Score -1.586481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -15864805.000000 Penalty: 3808.234619
	Iteration 252Q: 3 clusters Score -1.58648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -15864802.000000 Penalty: 3808.234619
	Iteration 253Q: 3 clusters Score -1.58648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -15864801.000000 Penalty: 3808.234619
	Iteration 254Q: 3 clusters Score -1.58648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -15864787.000000 Penalty: 3808.234619
	Iteration 255Q: 3 clusters Score -1.586479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -15864787.000000 Penalty: 3808.234619
	Iteration 256F: 3 clusters Score -1.586479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Entering Unmasked Estep 
Score: -837889.812500 Penalty: 1431.116943
	Iteration 0F: 2 clusters Score -837889.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -832909.500000 Penalty: 2862.233887
	Iteration 0F: 3 clusters Score -832909.5 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -834568.500000 Penalty: 2862.233887
	Iteration 1F: 3 clusters Score -834568.5 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -835095.312500 Penalty: 2862.233887
	Iteration 2F: 3 clusters Score -835095.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -835589.375000 Penalty: 2862.233887
	Iteration 3F: 3 clusters Score -835589.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -836089.375000 Penalty: 2862.233887
	Iteration 4F: 3 clusters Score -836089.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -836567.062500 Penalty: 2862.233887
	Iteration 5F: 3 clusters Score -836567.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -836900.000000 Penalty: 2862.233887
	Iteration 6F: 3 clusters Score -836900 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -837080.875000 Penalty: 2862.233887
	Iteration 7Q: 3 clusters Score -837080.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -837178.750000 Penalty: 2862.233887
	Iteration 8Q: 3 clusters Score -837178.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -837249.000000 Penalty: 2862.233887
	Iteration 9Q: 3 clusters Score -837249 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -837317.125000 Penalty: 2862.233887
	Iteration 10Q: 3 clusters Score -837317.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -837378.062500 Penalty: 2862.233887
	Iteration 11Q: 3 clusters Score -837378.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -837445.687500 Penalty: 2862.233887
	Iteration 12Q: 3 clusters Score -837445.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -837517.312500 Penalty: 2862.233887
	Iteration 13Q: 3 clusters Score -837517.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -837575.937500 Penalty: 2862.233887
	Iteration 14Q: 3 clusters Score -837575.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -837614.125000 Penalty: 2862.233887
	Iteration 15Q: 3 clusters Score -837614.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -837648.375000 Penalty: 2862.233887
	Iteration 16Q: 3 clusters Score -837648.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -837668.937500 Penalty: 2862.233887
	Iteration 17Q: 3 clusters Score -837668.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -837687.187500 Penalty: 2862.233887
	Iteration 18Q: 3 clusters Score -837687.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -837699.687500 Penalty: 2862.233887
	Iteration 19Q: 3 clusters Score -837699.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -837706.500000 Penalty: 2862.233887
	Iteration 20F: 3 clusters Score -837706.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -837712.750000 Penalty: 2862.233887
	Iteration 21Q: 3 clusters Score -837712.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -837714.562500 Penalty: 2862.233887
	Iteration 22Q: 3 clusters Score -837714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -837715.750000 Penalty: 2862.233887
	Iteration 23Q: 3 clusters Score -837715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -837715.875000 Penalty: 2862.233887
	Iteration 24Q: 3 clusters Score -837715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -837717.312500 Penalty: 2862.233887
	Iteration 25Q: 3 clusters Score -837717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -837716.812500 Penalty: 2862.233887
	Iteration 26Q: 3 clusters Score -837716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -837716.812500 Penalty: 2862.233887
	Iteration 27F: 3 clusters Score -837716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -25886.265625 Penalty: 901.091309
	Iteration 0F: 2 clusters Score -25886.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25137.759766 Penalty: 1802.182617
	Iteration 0F: 3 clusters Score -25137.76 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25273.644531 Penalty: 1802.182617
	Iteration 1F: 3 clusters Score -25273.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25318.439453 Penalty: 1802.182617
	Iteration 2F: 3 clusters Score -25318.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25345.193359 Penalty: 1802.182617
	Iteration 3Q: 3 clusters Score -25345.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25362.636719 Penalty: 1802.182617
	Iteration 4Q: 3 clusters Score -25362.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25365.208984 Penalty: 1802.182617
	Iteration 5Q: 3 clusters Score -25365.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25365.208984 Penalty: 1802.182617
	Iteration 6F: 3 clusters Score -25365.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25630.808594 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -25630.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24859.308594 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -24859.31 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25110.464844 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -25110.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25365.140625 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -25365.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25593.589844 Penalty: 1824.266602
	Iteration 3F: 3 clusters Score -25593.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25657.384766 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -25657.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25716.857422 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -25716.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25786.517578 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -25786.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25834.714844 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -25834.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25845.707031 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -25845.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25881.332031 Penalty: 1824.266602
	Iteration 9Q: 3 clusters Score -25881.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25894.910156 Penalty: 1824.266602
	Iteration 10Q: 3 clusters Score -25894.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25894.910156 Penalty: 1824.266602
	Iteration 11F: 3 clusters Score -25894.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 75156 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80293 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30813 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29630 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122718 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 79 members 
Mstep: Class 29 contains 195 members 
Entering Unmasked Estep 
Score: -59781612.000000 Penalty: 61624.625000
Splitting cluster 28 changes total score from -59782568.000000 to -59781612.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 75156 members 
Mstep: Class 3 contains 15117 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5576 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80293 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19882 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30813 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29630 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122718 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782556.000000 Penalty: 59499.636719
Iteration 119Q: 29 clusters Score -5.978256e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 75147 members 
Mstep: Class 3 contains 15116 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5597 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80290 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19879 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30814 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 222 members 
Mstep: Class 22 contains 1091 members 
Mstep: Class 23 contains 29635 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122705 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 256 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782608.000000 Penalty: 59499.636719
Iteration 120F: 29 clusters Score -5.978261e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 75131 members 
Mstep: Class 3 contains 15116 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5619 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21751 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80289 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19873 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30813 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1090 members 
Mstep: Class 23 contains 29645 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122692 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 258 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782640.000000 Penalty: 59499.636719
Iteration 121Q: 29 clusters Score -5.978264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 75110 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5638 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80285 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19869 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 29662 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122686 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782664.000000 Penalty: 59499.636719
Iteration 122Q: 29 clusters Score -5.978266e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 75095 members 
Mstep: Class 3 contains 15114 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5653 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21754 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80278 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19868 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1087 members 
Mstep: Class 23 contains 29673 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122680 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782660.000000 Penalty: 59499.636719
Iteration 123Q: 29 clusters Score -5.978266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 75079 members 
Mstep: Class 3 contains 15113 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5671 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21754 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80279 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19864 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 29686 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122665 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782660.000000 Penalty: 59499.636719
Iteration 124Q: 29 clusters Score -5.978266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 75059 members 
Mstep: Class 3 contains 15113 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5686 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80279 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29698 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122659 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782636.000000 Penalty: 59499.636719
Iteration 125Q: 29 clusters Score -5.978264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 75045 members 
Mstep: Class 3 contains 15112 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5703 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80282 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 14924 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29702 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122657 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782656.000000 Penalty: 59499.636719
Iteration 126Q: 29 clusters Score -5.978266e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 75032 members 
Mstep: Class 3 contains 15112 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5725 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29708 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122645 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782680.000000 Penalty: 59499.636719
Iteration 127Q: 29 clusters Score -5.978268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 75014 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21754 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80277 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3135 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29717 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122631 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782712.000000 Penalty: 59499.636719
Iteration 128Q: 29 clusters Score -5.978271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 75001 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5765 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21755 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80277 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 14927 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3135 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29725 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122619 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782688.000000 Penalty: 59499.636719
Iteration 129Q: 29 clusters Score -5.978269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 74990 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5779 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21753 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19856 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14929 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3135 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29731 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122607 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782708.000000 Penalty: 59499.636719
Iteration 130Q: 29 clusters Score -5.978271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 74980 members 
Mstep: Class 3 contains 15111 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21749 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80278 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19857 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30810 members 
Mstep: Class 18 contains 14929 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3135 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29742 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122599 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782676.000000 Penalty: 59499.636719
Iteration 131Q: 29 clusters Score -5.978268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 74968 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5800 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21743 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80276 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30811 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3136 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29751 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122600 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782720.000000 Penalty: 59499.636719
Iteration 132Q: 29 clusters Score -5.978272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 74953 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21737 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80278 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14928 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3137 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29764 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122592 members 
Mstep: Class 26 contains 6680 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782676.000000 Penalty: 59499.636719
Iteration 133Q: 29 clusters Score -5.978268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 74938 members 
Mstep: Class 3 contains 15110 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5822 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80278 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14929 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3138 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29778 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122584 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782644.000000 Penalty: 59499.636719
Iteration 134Q: 29 clusters Score -5.978264e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 74915 members 
Mstep: Class 3 contains 15110 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80277 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7127 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29796 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122582 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782660.000000 Penalty: 59499.636719
Iteration 135Q: 29 clusters Score -5.978266e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 74887 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21731 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80275 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14930 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29816 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122583 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782644.000000 Penalty: 59499.636719
Iteration 136Q: 29 clusters Score -5.978264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 74855 members 
Mstep: Class 3 contains 15109 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21731 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80279 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3140 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29836 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122582 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782704.000000 Penalty: 59499.636719
Iteration 137Q: 29 clusters Score -5.97827e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 74826 members 
Mstep: Class 3 contains 15110 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5859 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80277 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29859 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122579 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782708.000000 Penalty: 59499.636719
Iteration 138Q: 29 clusters Score -5.978271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74807 members 
Mstep: Class 3 contains 15110 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80278 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30812 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29874 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122568 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782740.000000 Penalty: 59499.636719
Iteration 139Q: 29 clusters Score -5.978274e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74786 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5883 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80278 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29890 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122561 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782804.000000 Penalty: 59499.636719
Iteration 140F: 29 clusters Score -5.97828e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 74760 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80277 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7126 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29903 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122558 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782832.000000 Penalty: 59499.636719
Iteration 141Q: 29 clusters Score -5.978283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 74735 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5912 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21733 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29916 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122556 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782836.000000 Penalty: 59499.636719
Iteration 142Q: 29 clusters Score -5.978284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 74718 members 
Mstep: Class 3 contains 15115 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5920 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21736 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30809 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2476 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29927 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122553 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782820.000000 Penalty: 59499.636719
Iteration 143Q: 29 clusters Score -5.978282e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 74702 members 
Mstep: Class 3 contains 15114 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21738 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7124 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30808 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29936 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122552 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782840.000000 Penalty: 59499.636719
Iteration 144Q: 29 clusters Score -5.978284e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 74677 members 
Mstep: Class 3 contains 15112 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5940 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21739 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80279 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30808 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29949 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122555 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782876.000000 Penalty: 59499.636719
Iteration 145Q: 29 clusters Score -5.978288e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74664 members 
Mstep: Class 3 contains 15108 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21738 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80280 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7121 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30806 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29959 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122556 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782924.000000 Penalty: 59499.636719
Iteration 146Q: 29 clusters Score -5.978292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74649 members 
Mstep: Class 3 contains 15104 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5960 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21739 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80282 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19862 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29961 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122558 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782856.000000 Penalty: 59499.636719
Iteration 147Q: 29 clusters Score -5.978286e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 74637 members 
Mstep: Class 3 contains 15098 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5972 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21743 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80283 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 14931 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29965 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122557 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782860.000000 Penalty: 59499.636719
Iteration 148Q: 29 clusters Score -5.978286e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74616 members 
Mstep: Class 3 contains 15095 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5979 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21746 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80285 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29970 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122563 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782876.000000 Penalty: 59499.636719
Iteration 149Q: 29 clusters Score -5.978288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74599 members 
Mstep: Class 3 contains 15094 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21748 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80289 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29973 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122567 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782912.000000 Penalty: 59499.636719
Iteration 150Q: 29 clusters Score -5.978291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74588 members 
Mstep: Class 3 contains 15090 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5987 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21749 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80289 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29976 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122574 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782880.000000 Penalty: 59499.636719
Iteration 151Q: 29 clusters Score -5.978288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74572 members 
Mstep: Class 3 contains 15085 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21748 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80288 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30804 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29982 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122590 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782852.000000 Penalty: 59499.636719
Iteration 152Q: 29 clusters Score -5.978285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74560 members 
Mstep: Class 3 contains 15082 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5989 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21749 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80288 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30804 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29987 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122602 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782856.000000 Penalty: 59499.636719
Iteration 153Q: 29 clusters Score -5.978286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74546 members 
Mstep: Class 3 contains 15082 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5990 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21752 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80290 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30804 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29990 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122606 members 
Mstep: Class 26 contains 6681 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782896.000000 Penalty: 59499.636719
Iteration 154Q: 29 clusters Score -5.97829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 74532 members 
Mstep: Class 3 contains 15083 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21756 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80291 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19859 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29995 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122609 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782872.000000 Penalty: 59499.636719
Iteration 155Q: 29 clusters Score -5.978287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 15080 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5994 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 8808 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80292 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14933 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29996 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122616 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782872.000000 Penalty: 59499.636719
Iteration 156Q: 29 clusters Score -5.978287e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 74512 members 
Mstep: Class 3 contains 15074 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5996 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 8806 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80291 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14934 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29999 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122627 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782908.000000 Penalty: 59499.636719
Iteration 157Q: 29 clusters Score -5.978291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74500 members 
Mstep: Class 3 contains 15072 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21759 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80293 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19855 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14934 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30003 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122635 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782896.000000 Penalty: 59499.636719
Iteration 158Q: 29 clusters Score -5.97829e+07 nChanged 23
Entering ConstructFrom: 
Score: -59782896.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (13977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Entering Unmasked Estep 
Score: -1759803.375000 Penalty: 1551.089844
	Iteration 0F: 2 clusters Score -1759803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1750034.625000 Penalty: 3102.179688
	Iteration 0F: 3 clusters Score -1750035 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1753574.000000 Penalty: 3102.179688
	Iteration 1F: 3 clusters Score -1753574 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1754051.750000 Penalty: 3102.179688
	Iteration 2F: 3 clusters Score -1754052 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1754510.750000 Penalty: 3102.179688
	Iteration 3F: 3 clusters Score -1754511 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1754956.250000 Penalty: 3102.179688
	Iteration 4F: 3 clusters Score -1754956 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1755373.750000 Penalty: 3102.179688
	Iteration 5F: 3 clusters Score -1755374 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1755719.125000 Penalty: 3102.179688
	Iteration 6F: 3 clusters Score -1755719 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1756008.000000 Penalty: 3102.179688
	Iteration 7Q: 3 clusters Score -1756008 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1756285.625000 Penalty: 3102.179688
	Iteration 8Q: 3 clusters Score -1756286 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1756553.500000 Penalty: 3102.179688
	Iteration 9Q: 3 clusters Score -1756554 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1756773.500000 Penalty: 3102.179688
	Iteration 10Q: 3 clusters Score -1756774 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1756976.375000 Penalty: 3102.179688
	Iteration 11Q: 3 clusters Score -1756976 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1757163.875000 Penalty: 3102.179688
	Iteration 12Q: 3 clusters Score -1757164 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1757312.500000 Penalty: 3102.179688
	Iteration 13Q: 3 clusters Score -1757312 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1757448.625000 Penalty: 3102.179688
	Iteration 14Q: 3 clusters Score -1757449 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1757543.500000 Penalty: 3102.179688
	Iteration 15Q: 3 clusters Score -1757544 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1757607.875000 Penalty: 3102.179688
	Iteration 16Q: 3 clusters Score -1757608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1757643.375000 Penalty: 3102.179688
	Iteration 17Q: 3 clusters Score -1757643 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1757658.125000 Penalty: 3102.179688
	Iteration 18Q: 3 clusters Score -1757658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1757673.500000 Penalty: 3102.179688
	Iteration 19Q: 3 clusters Score -1757674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1757690.875000 Penalty: 3102.179688
	Iteration 20F: 3 clusters Score -1757691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1757692.250000 Penalty: 3102.179688
	Iteration 21Q: 3 clusters Score -1757692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1757697.250000 Penalty: 3102.179688
	Iteration 22Q: 3 clusters Score -1757697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1757702.375000 Penalty: 3102.179688
	Iteration 23Q: 3 clusters Score -1757702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1757706.875000 Penalty: 3102.179688
	Iteration 24Q: 3 clusters Score -1757707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1757713.875000 Penalty: 3102.179688
	Iteration 25Q: 3 clusters Score -1757714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1757720.625000 Penalty: 3102.179688
	Iteration 26Q: 3 clusters Score -1757721 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1757723.500000 Penalty: 3102.179688
	Iteration 27Q: 3 clusters Score -1757724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1757734.625000 Penalty: 3102.179688
	Iteration 28Q: 3 clusters Score -1757735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1757735.250000 Penalty: 3102.179688
	Iteration 29Q: 3 clusters Score -1757735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1757738.750000 Penalty: 3102.179688
	Iteration 30Q: 3 clusters Score -1757739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1757741.375000 Penalty: 3102.179688
	Iteration 31Q: 3 clusters Score -1757741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1757746.750000 Penalty: 3102.179688
	Iteration 32Q: 3 clusters Score -1757747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1757743.000000 Penalty: 3102.179688
	Iteration 33Q: 3 clusters Score -1757743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1757746.625000 Penalty: 3102.179688
	Iteration 34Q: 3 clusters Score -1757747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1757746.625000 Penalty: 3102.179688
	Iteration 35Q: 3 clusters Score -1757747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1757749.125000 Penalty: 3102.179688
	Iteration 36Q: 3 clusters Score -1757749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1757750.625000 Penalty: 3102.179688
	Iteration 37Q: 3 clusters Score -1757751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1757757.500000 Penalty: 3102.179688
	Iteration 38Q: 3 clusters Score -1757758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1757755.875000 Penalty: 3102.179688
	Iteration 39Q: 3 clusters Score -1757756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1757761.000000 Penalty: 3102.179688
	Iteration 40F: 3 clusters Score -1757761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1757757.625000 Penalty: 3102.179688
	Iteration 41Q: 3 clusters Score -1757758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1757762.500000 Penalty: 3102.179688
	Iteration 42Q: 3 clusters Score -1757762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1757766.625000 Penalty: 3102.179688
	Iteration 43Q: 3 clusters Score -1757767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1757772.750000 Penalty: 3102.179688
	Iteration 44Q: 3 clusters Score -1757773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1757769.750000 Penalty: 3102.179688
	Iteration 45Q: 3 clusters Score -1757770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1757775.500000 Penalty: 3102.179688
	Iteration 46Q: 3 clusters Score -1757776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1757784.000000 Penalty: 3102.179688
	Iteration 47Q: 3 clusters Score -1757784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1757777.875000 Penalty: 3102.179688
	Iteration 48Q: 3 clusters Score -1757778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1757785.000000 Penalty: 3102.179688
	Iteration 49Q: 3 clusters Score -1757785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1757787.000000 Penalty: 3102.179688
	Iteration 50Q: 3 clusters Score -1757787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1757787.875000 Penalty: 3102.179688
	Iteration 51Q: 3 clusters Score -1757788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1757793.625000 Penalty: 3102.179688
	Iteration 52Q: 3 clusters Score -1757794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1757794.500000 Penalty: 3102.179688
	Iteration 53Q: 3 clusters Score -1757794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1757794.875000 Penalty: 3102.179688
	Iteration 54Q: 3 clusters Score -1757795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1757801.125000 Penalty: 3102.179688
	Iteration 55Q: 3 clusters Score -1757801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1757799.000000 Penalty: 3102.179688
	Iteration 56Q: 3 clusters Score -1757799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1757797.625000 Penalty: 3102.179688
	Iteration 57Q: 3 clusters Score -1757798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1757797.250000 Penalty: 3102.179688
	Iteration 58Q: 3 clusters Score -1757797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1757798.750000 Penalty: 3102.179688
	Iteration 59Q: 3 clusters Score -1757799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1757798.875000 Penalty: 3102.179688
	Iteration 60F: 3 clusters Score -1757799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1757794.750000 Penalty: 3102.179688
	Iteration 61Q: 3 clusters Score -1757795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1757794.375000 Penalty: 3102.179688
	Iteration 62Q: 3 clusters Score -1757794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1757793.375000 Penalty: 3102.179688
	Iteration 63Q: 3 clusters Score -1757793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1757796.875000 Penalty: 3102.179688
	Iteration 64Q: 3 clusters Score -1757797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1757798.250000 Penalty: 3102.179688
	Iteration 65Q: 3 clusters Score -1757798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1757798.000000 Penalty: 3102.179688
	Iteration 66Q: 3 clusters Score -1757798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1757798.000000 Penalty: 3102.179688
	Iteration 67F: 3 clusters Score -1757798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Entering Unmasked Estep 
Score: -9578861.000000 Penalty: 1822.993286
	Iteration 0F: 2 clusters Score -9578861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -9529300.000000 Penalty: 3645.986572
	Iteration 0F: 3 clusters Score -9529300 nChanged 35218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -9549521.000000 Penalty: 3645.986572
	Iteration 1F: 3 clusters Score -9549521 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -9550658.000000 Penalty: 3645.986572
	Iteration 2Q: 3 clusters Score -9550658 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -9552458.000000 Penalty: 3645.986572
	Iteration 3F: 3 clusters Score -9552458 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -9555507.000000 Penalty: 3645.986572
	Iteration 4F: 3 clusters Score -9555507 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 56425 members 
Entering Unmasked Estep 
Score: -9560106.000000 Penalty: 3645.986572
	Iteration 5F: 3 clusters Score -9560106 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -9565909.000000 Penalty: 3645.986572
	Iteration 6F: 3 clusters Score -9565909 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -9571413.000000 Penalty: 3645.986572
	Iteration 7F: 3 clusters Score -9571413 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -9574867.000000 Penalty: 3645.986572
	Iteration 8Q: 3 clusters Score -9574867 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 73559 members 
Entering Unmasked Estep 
Score: -9576444.000000 Penalty: 3645.986572
	Iteration 9Q: 3 clusters Score -9576444 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -9576932.000000 Penalty: 3645.986572
	Iteration 10Q: 3 clusters Score -9576932 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -9577110.000000 Penalty: 3645.986572
	Iteration 11Q: 3 clusters Score -9577110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -9577178.000000 Penalty: 3645.986572
	Iteration 12Q: 3 clusters Score -9577178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -9577205.000000 Penalty: 3645.986572
	Iteration 13Q: 3 clusters Score -9577205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -9577218.000000 Penalty: 3645.986572
	Iteration 14Q: 3 clusters Score -9577218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 74327 members 
Entering Unmasked Estep 
Score: -9577220.000000 Penalty: 3645.986572
	Iteration 15Q: 3 clusters Score -9577220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -9577238.000000 Penalty: 3645.986572
	Iteration 16Q: 3 clusters Score -9577238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -9577250.000000 Penalty: 3645.986572
	Iteration 17Q: 3 clusters Score -9577250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -9577259.000000 Penalty: 3645.986572
	Iteration 18Q: 3 clusters Score -9577259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -9577259.000000 Penalty: 3645.986572
	Iteration 19Q: 3 clusters Score -9577259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -9577256.000000 Penalty: 3645.986572
	Iteration 20F: 3 clusters Score -9577256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -9577261.000000 Penalty: 3645.986572
	Iteration 21Q: 3 clusters Score -9577261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 74338 members 
Entering Unmasked Estep 
Score: -9577261.000000 Penalty: 3645.986572
	Iteration 22F: 3 clusters Score -9577261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Entering Unmasked Estep 
Score: -1956004.375000 Penalty: 1563.335693
	Iteration 0F: 2 clusters Score -1956004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1945561.875000 Penalty: 3126.671387
	Iteration 0F: 3 clusters Score -1945562 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1949190.250000 Penalty: 3126.671387
	Iteration 1F: 3 clusters Score -1949190 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1949417.750000 Penalty: 3126.671387
	Iteration 2F: 3 clusters Score -1949418 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1949591.375000 Penalty: 3126.671387
	Iteration 3Q: 3 clusters Score -1949591 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1949747.625000 Penalty: 3126.671387
	Iteration 4Q: 3 clusters Score -1949748 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1949881.125000 Penalty: 3126.671387
	Iteration 5Q: 3 clusters Score -1949881 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1950021.250000 Penalty: 3126.671387
	Iteration 6Q: 3 clusters Score -1950021 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1950162.125000 Penalty: 3126.671387
	Iteration 7Q: 3 clusters Score -1950162 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1950306.250000 Penalty: 3126.671387
	Iteration 8Q: 3 clusters Score -1950306 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1950472.375000 Penalty: 3126.671387
	Iteration 9Q: 3 clusters Score -1950472 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1950682.250000 Penalty: 3126.671387
	Iteration 10Q: 3 clusters Score -1950682 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1950925.250000 Penalty: 3126.671387
	Iteration 11Q: 3 clusters Score -1950925 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1951192.125000 Penalty: 3126.671387
	Iteration 12Q: 3 clusters Score -1951192 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1951422.625000 Penalty: 3126.671387
	Iteration 13Q: 3 clusters Score -1951423 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1951677.750000 Penalty: 3126.671387
	Iteration 14Q: 3 clusters Score -1951678 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1951946.750000 Penalty: 3126.671387
	Iteration 15Q: 3 clusters Score -1951947 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1952198.625000 Penalty: 3126.671387
	Iteration 16Q: 3 clusters Score -1952199 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1952452.875000 Penalty: 3126.671387
	Iteration 17Q: 3 clusters Score -1952453 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1952716.375000 Penalty: 3126.671387
	Iteration 18Q: 3 clusters Score -1952716 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1953012.875000 Penalty: 3126.671387
	Iteration 19Q: 3 clusters Score -1953013 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1953315.750000 Penalty: 3126.671387
	Iteration 20F: 3 clusters Score -1953316 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1953612.875000 Penalty: 3126.671387
	Iteration 21Q: 3 clusters Score -1953613 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1953895.750000 Penalty: 3126.671387
	Iteration 22Q: 3 clusters Score -1953896 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1954139.875000 Penalty: 3126.671387
	Iteration 23Q: 3 clusters Score -1954140 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1954331.250000 Penalty: 3126.671387
	Iteration 24Q: 3 clusters Score -1954331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1954463.500000 Penalty: 3126.671387
	Iteration 25Q: 3 clusters Score -1954464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1954525.000000 Penalty: 3126.671387
	Iteration 26Q: 3 clusters Score -1954525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -1954567.750000 Penalty: 3126.671387
	Iteration 27Q: 3 clusters Score -1954568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1954585.500000 Penalty: 3126.671387
	Iteration 28Q: 3 clusters Score -1954586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1954598.750000 Penalty: 3126.671387
	Iteration 29Q: 3 clusters Score -1954599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1954615.625000 Penalty: 3126.671387
	Iteration 30Q: 3 clusters Score -1954616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1954624.000000 Penalty: 3126.671387
	Iteration 31Q: 3 clusters Score -1954624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1954631.750000 Penalty: 3126.671387
	Iteration 32Q: 3 clusters Score -1954632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1954633.875000 Penalty: 3126.671387
	Iteration 33Q: 3 clusters Score -1954634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1954638.250000 Penalty: 3126.671387
	Iteration 34Q: 3 clusters Score -1954638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1954642.000000 Penalty: 3126.671387
	Iteration 35Q: 3 clusters Score -1954642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1954646.250000 Penalty: 3126.671387
	Iteration 36Q: 3 clusters Score -1954646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1954647.750000 Penalty: 3126.671387
	Iteration 37Q: 3 clusters Score -1954648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -1954647.750000 Penalty: 3126.671387
	Iteration 38F: 3 clusters Score -1954648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -72629.031250 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -72629.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71463.015625 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -71463.02 nChanged 218
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: -71794.359375 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -71794.36 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71904.976562 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -71904.98 nChanged 46
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: -72000.148438 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -72000.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72078.171875 Penalty: 2130.028320
	Iteration 4Q: 3 clusters Score -72078.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72127.312500 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -72127.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -72142.148438 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -72142.15 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: -72148.062500 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -72148.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72165.132812 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -72165.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72173.304688 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -72173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72184.312500 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -72184.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72186.062500 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -72186.06 nChanged 4
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: -72189.117188 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -72189.12 nChanged 0
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: -72189.117188 Penalty: 2130.028320
	Iteration 13F: 3 clusters Score -72189.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Entering Unmasked Estep 
Score: -781983.562500 Penalty: 1413.698242
	Iteration 0F: 2 clusters Score -781983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -777429.875000 Penalty: 2827.396484
	Iteration 0F: 3 clusters Score -777429.9 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -778844.250000 Penalty: 2827.396484
	Iteration 1F: 3 clusters Score -778844.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -779070.875000 Penalty: 2827.396484
	Iteration 2F: 3 clusters Score -779070.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -779266.500000 Penalty: 2827.396484
	Iteration 3F: 3 clusters Score -779266.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -779418.375000 Penalty: 2827.396484
	Iteration 4Q: 3 clusters Score -779418.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -779543.500000 Penalty: 2827.396484
	Iteration 5Q: 3 clusters Score -779543.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -779661.687500 Penalty: 2827.396484
	Iteration 6Q: 3 clusters Score -779661.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -779764.562500 Penalty: 2827.396484
	Iteration 7Q: 3 clusters Score -779764.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -779852.437500 Penalty: 2827.396484
	Iteration 8Q: 3 clusters Score -779852.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -779961.625000 Penalty: 2827.396484
	Iteration 9Q: 3 clusters Score -779961.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -780081.500000 Penalty: 2827.396484
	Iteration 10Q: 3 clusters Score -780081.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -780196.500000 Penalty: 2827.396484
	Iteration 11Q: 3 clusters Score -780196.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -780295.375000 Penalty: 2827.396484
	Iteration 12Q: 3 clusters Score -780295.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -780384.750000 Penalty: 2827.396484
	Iteration 13Q: 3 clusters Score -780384.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -780453.562500 Penalty: 2827.396484
	Iteration 14Q: 3 clusters Score -780453.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -780494.812500 Penalty: 2827.396484
	Iteration 15Q: 3 clusters Score -780494.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -780518.500000 Penalty: 2827.396484
	Iteration 16Q: 3 clusters Score -780518.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -780539.937500 Penalty: 2827.396484
	Iteration 17Q: 3 clusters Score -780539.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -780558.625000 Penalty: 2827.396484
	Iteration 18Q: 3 clusters Score -780558.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -780571.500000 Penalty: 2827.396484
	Iteration 19Q: 3 clusters Score -780571.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -780583.000000 Penalty: 2827.396484
	Iteration 20F: 3 clusters Score -780583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -780592.562500 Penalty: 2827.396484
	Iteration 21Q: 3 clusters Score -780592.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -780601.625000 Penalty: 2827.396484
	Iteration 22Q: 3 clusters Score -780601.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -780609.562500 Penalty: 2827.396484
	Iteration 23Q: 3 clusters Score -780609.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -780617.687500 Penalty: 2827.396484
	Iteration 24Q: 3 clusters Score -780617.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -780626.312500 Penalty: 2827.396484
	Iteration 25Q: 3 clusters Score -780626.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -780629.875000 Penalty: 2827.396484
	Iteration 26Q: 3 clusters Score -780629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -780634.812500 Penalty: 2827.396484
	Iteration 27Q: 3 clusters Score -780634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -780637.187500 Penalty: 2827.396484
	Iteration 28Q: 3 clusters Score -780637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -780643.500000 Penalty: 2827.396484
	Iteration 29Q: 3 clusters Score -780643.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -780649.000000 Penalty: 2827.396484
	Iteration 30Q: 3 clusters Score -780649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -780649.937500 Penalty: 2827.396484
	Iteration 31Q: 3 clusters Score -780649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -780653.937500 Penalty: 2827.396484
	Iteration 32Q: 3 clusters Score -780653.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -780655.875000 Penalty: 2827.396484
	Iteration 33Q: 3 clusters Score -780655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -780658.000000 Penalty: 2827.396484
	Iteration 34Q: 3 clusters Score -780658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -780662.187500 Penalty: 2827.396484
	Iteration 35Q: 3 clusters Score -780662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -780664.812500 Penalty: 2827.396484
	Iteration 36Q: 3 clusters Score -780664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -780670.125000 Penalty: 2827.396484
	Iteration 37Q: 3 clusters Score -780670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -780671.625000 Penalty: 2827.396484
	Iteration 38Q: 3 clusters Score -780671.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -780674.375000 Penalty: 2827.396484
	Iteration 39Q: 3 clusters Score -780674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -780673.312500 Penalty: 2827.396484
	Iteration 40F: 3 clusters Score -780673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -780674.812500 Penalty: 2827.396484
	Iteration 41Q: 3 clusters Score -780674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -780674.500000 Penalty: 2827.396484
	Iteration 42Q: 3 clusters Score -780674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -780678.750000 Penalty: 2827.396484
	Iteration 43Q: 3 clusters Score -780678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -780679.250000 Penalty: 2827.396484
	Iteration 44Q: 3 clusters Score -780679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -780678.750000 Penalty: 2827.396484
	Iteration 45Q: 3 clusters Score -780678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -780679.562500 Penalty: 2827.396484
	Iteration 46Q: 3 clusters Score -780679.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -780679.562500 Penalty: 2827.396484
	Iteration 47F: 3 clusters Score -780679.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -679764.500000 Penalty: 1397.390503
	Iteration 0F: 2 clusters Score -679764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -675538.750000 Penalty: 2794.781006
	Iteration 0F: 3 clusters Score -675538.8 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -676733.812500 Penalty: 2794.781006
	Iteration 1F: 3 clusters Score -676733.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -676909.500000 Penalty: 2794.781006
	Iteration 2F: 3 clusters Score -676909.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -677067.250000 Penalty: 2794.781006
	Iteration 3F: 3 clusters Score -677067.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -677238.000000 Penalty: 2794.781006
	Iteration 4F: 3 clusters Score -677238 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -677417.250000 Penalty: 2794.781006
	Iteration 5Q: 3 clusters Score -677417.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -677594.125000 Penalty: 2794.781006
	Iteration 6Q: 3 clusters Score -677594.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -677765.875000 Penalty: 2794.781006
	Iteration 7Q: 3 clusters Score -677765.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -677909.000000 Penalty: 2794.781006
	Iteration 8Q: 3 clusters Score -677909 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -678050.250000 Penalty: 2794.781006
	Iteration 9Q: 3 clusters Score -678050.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -678175.687500 Penalty: 2794.781006
	Iteration 10Q: 3 clusters Score -678175.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -678297.562500 Penalty: 2794.781006
	Iteration 11Q: 3 clusters Score -678297.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -678387.687500 Penalty: 2794.781006
	Iteration 12Q: 3 clusters Score -678387.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -678465.437500 Penalty: 2794.781006
	Iteration 13Q: 3 clusters Score -678465.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -678512.250000 Penalty: 2794.781006
	Iteration 14Q: 3 clusters Score -678512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -678547.375000 Penalty: 2794.781006
	Iteration 15Q: 3 clusters Score -678547.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -678569.937500 Penalty: 2794.781006
	Iteration 16Q: 3 clusters Score -678569.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -678580.187500 Penalty: 2794.781006
	Iteration 17Q: 3 clusters Score -678580.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -678587.562500 Penalty: 2794.781006
	Iteration 18Q: 3 clusters Score -678587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -678590.562500 Penalty: 2794.781006
	Iteration 19Q: 3 clusters Score -678590.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -678596.437500 Penalty: 2794.781006
	Iteration 20F: 3 clusters Score -678596.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -678601.812500 Penalty: 2794.781006
	Iteration 21Q: 3 clusters Score -678601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -678604.125000 Penalty: 2794.781006
	Iteration 22Q: 3 clusters Score -678604.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -678604.625000 Penalty: 2794.781006
	Iteration 23Q: 3 clusters Score -678604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -678604.625000 Penalty: 2794.781006
	Iteration 24F: 3 clusters Score -678604.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -299396.125000 Penalty: 1273.217285
	Iteration 0F: 2 clusters Score -299396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -296974.562500 Penalty: 2546.434570
	Iteration 0F: 3 clusters Score -296974.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -297571.781250 Penalty: 2546.434570
	Iteration 1F: 3 clusters Score -297571.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -297756.218750 Penalty: 2546.434570
	Iteration 2F: 3 clusters Score -297756.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -297884.750000 Penalty: 2546.434570
	Iteration 3F: 3 clusters Score -297884.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -297974.031250 Penalty: 2546.434570
	Iteration 4Q: 3 clusters Score -297974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -298071.500000 Penalty: 2546.434570
	Iteration 5Q: 3 clusters Score -298071.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -298152.812500 Penalty: 2546.434570
	Iteration 6Q: 3 clusters Score -298152.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -298216.437500 Penalty: 2546.434570
	Iteration 7Q: 3 clusters Score -298216.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -298276.281250 Penalty: 2546.434570
	Iteration 8Q: 3 clusters Score -298276.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -298344.875000 Penalty: 2546.434570
	Iteration 9Q: 3 clusters Score -298344.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -298398.468750 Penalty: 2546.434570
	Iteration 10Q: 3 clusters Score -298398.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -298466.281250 Penalty: 2546.434570
	Iteration 11Q: 3 clusters Score -298466.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -298534.781250 Penalty: 2546.434570
	Iteration 12Q: 3 clusters Score -298534.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -298597.375000 Penalty: 2546.434570
	Iteration 13Q: 3 clusters Score -298597.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -298646.062500 Penalty: 2546.434570
	Iteration 14Q: 3 clusters Score -298646.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -298677.125000 Penalty: 2546.434570
	Iteration 15Q: 3 clusters Score -298677.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -298705.625000 Penalty: 2546.434570
	Iteration 16Q: 3 clusters Score -298705.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -298725.781250 Penalty: 2546.434570
	Iteration 17Q: 3 clusters Score -298725.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -298752.156250 Penalty: 2546.434570
	Iteration 18Q: 3 clusters Score -298752.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -298768.125000 Penalty: 2546.434570
	Iteration 19Q: 3 clusters Score -298768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -298778.156250 Penalty: 2546.434570
	Iteration 20F: 3 clusters Score -298778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -298783.656250 Penalty: 2546.434570
	Iteration 21Q: 3 clusters Score -298783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -298787.375000 Penalty: 2546.434570
	Iteration 22Q: 3 clusters Score -298787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -298790.375000 Penalty: 2546.434570
	Iteration 23Q: 3 clusters Score -298790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -298793.687500 Penalty: 2546.434570
	Iteration 24Q: 3 clusters Score -298793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -298795.593750 Penalty: 2546.434570
	Iteration 25Q: 3 clusters Score -298795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -298795.562500 Penalty: 2546.434570
	Iteration 26Q: 3 clusters Score -298795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -298796.218750 Penalty: 2546.434570
	Iteration 27Q: 3 clusters Score -298796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -298796.781250 Penalty: 2546.434570
	Iteration 28Q: 3 clusters Score -298796.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -298796.781250 Penalty: 2546.434570
	Iteration 29F: 3 clusters Score -298796.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -894973.687500 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -894973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -889643.687500 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -889643.7 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -891286.625000 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -891286.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -891481.437500 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -891481.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -891646.625000 Penalty: 2882.645752
	Iteration 3F: 3 clusters Score -891646.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -891776.562500 Penalty: 2882.645752
	Iteration 4Q: 3 clusters Score -891776.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -891893.750000 Penalty: 2882.645752
	Iteration 5Q: 3 clusters Score -891893.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -892028.375000 Penalty: 2882.645752
	Iteration 6Q: 3 clusters Score -892028.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -892191.937500 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -892191.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -892368.125000 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -892368.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -892531.812500 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -892531.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -892701.875000 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -892701.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -892888.437500 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -892888.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -893076.187500 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -893076.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -893221.750000 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -893221.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -893347.187500 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -893347.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -893442.062500 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -893442.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -893522.375000 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -893522.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -893585.500000 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -893585.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -893622.875000 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -893622.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -893647.812500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -893647.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -893670.562500 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -893670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -893683.625000 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -893683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -893693.875000 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -893693.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -893697.937500 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -893697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -893705.000000 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -893705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -893710.750000 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -893710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -893719.062500 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -893719.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -893722.187500 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -893722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -893727.500000 Penalty: 2882.645752
	Iteration 28Q: 3 clusters Score -893727.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -893733.312500 Penalty: 2882.645752
	Iteration 29Q: 3 clusters Score -893733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -893741.312500 Penalty: 2882.645752
	Iteration 30Q: 3 clusters Score -893741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -893753.687500 Penalty: 2882.645752
	Iteration 31Q: 3 clusters Score -893753.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -893761.125000 Penalty: 2882.645752
	Iteration 32Q: 3 clusters Score -893761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -893771.812500 Penalty: 2882.645752
	Iteration 33Q: 3 clusters Score -893771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -893771.875000 Penalty: 2882.645752
	Iteration 34Q: 3 clusters Score -893771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -893771.875000 Penalty: 2882.645752
	Iteration 35F: 3 clusters Score -893771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Entering Unmasked Estep 
Score: -2683744.500000 Penalty: 1623.022095
	Iteration 0F: 2 clusters Score -2683744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2668963.250000 Penalty: 3246.044189
	Iteration 0F: 3 clusters Score -2668963 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2674301.000000 Penalty: 3246.044189
	Iteration 1F: 3 clusters Score -2674301 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2674642.750000 Penalty: 3246.044189
	Iteration 2Q: 3 clusters Score -2674643 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2674926.000000 Penalty: 3246.044189
	Iteration 3Q: 3 clusters Score -2674926 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2675212.000000 Penalty: 3246.044189
	Iteration 4Q: 3 clusters Score -2675212 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2675585.250000 Penalty: 3246.044189
	Iteration 5Q: 3 clusters Score -2675585 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2676085.750000 Penalty: 3246.044189
	Iteration 6Q: 3 clusters Score -2676086 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -2676776.750000 Penalty: 3246.044189
	Iteration 7F: 3 clusters Score -2676777 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2677769.500000 Penalty: 3246.044189
	Iteration 8F: 3 clusters Score -2677770 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2679076.500000 Penalty: 3246.044189
	Iteration 9F: 3 clusters Score -2679076 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2680361.250000 Penalty: 3246.044189
	Iteration 10F: 3 clusters Score -2680361 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2681237.000000 Penalty: 3246.044189
	Iteration 11Q: 3 clusters Score -2681237 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2681731.750000 Penalty: 3246.044189
	Iteration 12Q: 3 clusters Score -2681732 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2682005.750000 Penalty: 3246.044189
	Iteration 13Q: 3 clusters Score -2682006 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2682162.250000 Penalty: 3246.044189
	Iteration 14Q: 3 clusters Score -2682162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2682242.250000 Penalty: 3246.044189
	Iteration 15Q: 3 clusters Score -2682242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2682281.750000 Penalty: 3246.044189
	Iteration 16Q: 3 clusters Score -2682282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2682306.250000 Penalty: 3246.044189
	Iteration 17Q: 3 clusters Score -2682306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2682334.750000 Penalty: 3246.044189
	Iteration 18Q: 3 clusters Score -2682335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2682353.250000 Penalty: 3246.044189
	Iteration 19Q: 3 clusters Score -2682353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2682361.500000 Penalty: 3246.044189
	Iteration 20F: 3 clusters Score -2682362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2682370.250000 Penalty: 3246.044189
	Iteration 21Q: 3 clusters Score -2682370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2682374.250000 Penalty: 3246.044189
	Iteration 22Q: 3 clusters Score -2682374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2682379.000000 Penalty: 3246.044189
	Iteration 23Q: 3 clusters Score -2682379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2682380.000000 Penalty: 3246.044189
	Iteration 24Q: 3 clusters Score -2682380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2682384.500000 Penalty: 3246.044189
	Iteration 25Q: 3 clusters Score -2682384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2682384.750000 Penalty: 3246.044189
	Iteration 26Q: 3 clusters Score -2682385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2682383.000000 Penalty: 3246.044189
	Iteration 27Q: 3 clusters Score -2682383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2682384.750000 Penalty: 3246.044189
	Iteration 28Q: 3 clusters Score -2682385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2682384.500000 Penalty: 3246.044189
	Iteration 29Q: 3 clusters Score -2682384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2682386.750000 Penalty: 3246.044189
	Iteration 30Q: 3 clusters Score -2682387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2682386.750000 Penalty: 3246.044189
	Iteration 31F: 3 clusters Score -2682387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Entering Unmasked Estep 
Score: -1034054.687500 Penalty: 1475.981201
	Iteration 0F: 2 clusters Score -1034055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1027657.937500 Penalty: 2951.962402
	Iteration 0F: 3 clusters Score -1027658 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1029751.937500 Penalty: 2951.962402
	Iteration 1F: 3 clusters Score -1029752 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1030024.500000 Penalty: 2951.962402
	Iteration 2F: 3 clusters Score -1030024 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1030252.062500 Penalty: 2951.962402
	Iteration 3F: 3 clusters Score -1030252 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1030505.875000 Penalty: 2951.962402
	Iteration 4Q: 3 clusters Score -1030506 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1030815.437500 Penalty: 2951.962402
	Iteration 5Q: 3 clusters Score -1030815 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1031207.437500 Penalty: 2951.962402
	Iteration 6F: 3 clusters Score -1031207 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1031617.937500 Penalty: 2951.962402
	Iteration 7F: 3 clusters Score -1031618 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1032040.437500 Penalty: 2951.962402
	Iteration 8F: 3 clusters Score -1032040 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1032375.250000 Penalty: 2951.962402
	Iteration 9F: 3 clusters Score -1032375 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1032605.562500 Penalty: 2951.962402
	Iteration 10Q: 3 clusters Score -1032606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1032758.625000 Penalty: 2951.962402
	Iteration 11Q: 3 clusters Score -1032759 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1032874.875000 Penalty: 2951.962402
	Iteration 12Q: 3 clusters Score -1032875 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1032951.562500 Penalty: 2951.962402
	Iteration 13Q: 3 clusters Score -1032952 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1033010.500000 Penalty: 2951.962402
	Iteration 14Q: 3 clusters Score -1033010 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1033045.000000 Penalty: 2951.962402
	Iteration 15Q: 3 clusters Score -1033045 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1033076.750000 Penalty: 2951.962402
	Iteration 16Q: 3 clusters Score -1033077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1033096.500000 Penalty: 2951.962402
	Iteration 17Q: 3 clusters Score -1033096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1033109.000000 Penalty: 2951.962402
	Iteration 18Q: 3 clusters Score -1033109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1033120.437500 Penalty: 2951.962402
	Iteration 19Q: 3 clusters Score -1033120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1033136.937500 Penalty: 2951.962402
	Iteration 20F: 3 clusters Score -1033137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1033153.312500 Penalty: 2951.962402
	Iteration 21Q: 3 clusters Score -1033153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1033167.875000 Penalty: 2951.962402
	Iteration 22Q: 3 clusters Score -1033168 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1033190.312500 Penalty: 2951.962402
	Iteration 23Q: 3 clusters Score -1033190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1033201.562500 Penalty: 2951.962402
	Iteration 24Q: 3 clusters Score -1033202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1033220.125000 Penalty: 2951.962402
	Iteration 25Q: 3 clusters Score -1033220 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1033231.250000 Penalty: 2951.962402
	Iteration 26Q: 3 clusters Score -1033231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1033249.125000 Penalty: 2951.962402
	Iteration 27Q: 3 clusters Score -1033249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1033266.312500 Penalty: 2951.962402
	Iteration 28Q: 3 clusters Score -1033266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1033278.375000 Penalty: 2951.962402
	Iteration 29Q: 3 clusters Score -1033278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1033284.437500 Penalty: 2951.962402
	Iteration 30Q: 3 clusters Score -1033284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1033293.562500 Penalty: 2951.962402
	Iteration 31Q: 3 clusters Score -1033294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1033300.062500 Penalty: 2951.962402
	Iteration 32Q: 3 clusters Score -1033300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1033304.250000 Penalty: 2951.962402
	Iteration 33Q: 3 clusters Score -1033304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1033307.125000 Penalty: 2951.962402
	Iteration 34Q: 3 clusters Score -1033307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1033309.187500 Penalty: 2951.962402
	Iteration 35Q: 3 clusters Score -1033309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1033311.625000 Penalty: 2951.962402
	Iteration 36Q: 3 clusters Score -1033312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1033312.125000 Penalty: 2951.962402
	Iteration 37Q: 3 clusters Score -1033312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1033312.000000 Penalty: 2951.962402
	Iteration 38Q: 3 clusters Score -1033312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1033314.687500 Penalty: 2951.962402
	Iteration 39Q: 3 clusters Score -1033315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1033315.937500 Penalty: 2951.962402
	Iteration 40F: 3 clusters Score -1033316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1033315.437500 Penalty: 2951.962402
	Iteration 41Q: 3 clusters Score -1033315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1033315.000000 Penalty: 2951.962402
	Iteration 42Q: 3 clusters Score -1033315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1033314.500000 Penalty: 2951.962402
	Iteration 43Q: 3 clusters Score -1033314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1033315.000000 Penalty: 2951.962402
	Iteration 44Q: 3 clusters Score -1033315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1033317.312500 Penalty: 2951.962402
	Iteration 45Q: 3 clusters Score -1033317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1033317.000000 Penalty: 2951.962402
	Iteration 46Q: 3 clusters Score -1033317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1033318.000000 Penalty: 2951.962402
	Iteration 47Q: 3 clusters Score -1033318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1033317.687500 Penalty: 2951.962402
	Iteration 48Q: 3 clusters Score -1033318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1033319.062500 Penalty: 2951.962402
	Iteration 49Q: 3 clusters Score -1033319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1033321.625000 Penalty: 2951.962402
	Iteration 50Q: 3 clusters Score -1033322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1033322.687500 Penalty: 2951.962402
	Iteration 51Q: 3 clusters Score -1033323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1033323.250000 Penalty: 2951.962402
	Iteration 52Q: 3 clusters Score -1033323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1033324.812500 Penalty: 2951.962402
	Iteration 53Q: 3 clusters Score -1033325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1033327.187500 Penalty: 2951.962402
	Iteration 54Q: 3 clusters Score -1033327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1033327.437500 Penalty: 2951.962402
	Iteration 55Q: 3 clusters Score -1033327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1033326.375000 Penalty: 2951.962402
	Iteration 56Q: 3 clusters Score -1033326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1033329.250000 Penalty: 2951.962402
	Iteration 57Q: 3 clusters Score -1033329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1033331.312500 Penalty: 2951.962402
	Iteration 58Q: 3 clusters Score -1033331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1033329.687500 Penalty: 2951.962402
	Iteration 59Q: 3 clusters Score -1033330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1033328.500000 Penalty: 2951.962402
	Iteration 60F: 3 clusters Score -1033328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1033329.687500 Penalty: 2951.962402
	Iteration 61Q: 3 clusters Score -1033330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1033329.187500 Penalty: 2951.962402
	Iteration 62Q: 3 clusters Score -1033329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1033330.000000 Penalty: 2951.962402
	Iteration 63Q: 3 clusters Score -1033330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1033329.562500 Penalty: 2951.962402
	Iteration 64Q: 3 clusters Score -1033330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1033329.437500 Penalty: 2951.962402
	Iteration 65Q: 3 clusters Score -1033329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1033329.437500 Penalty: 2951.962402
	Iteration 66F: 3 clusters Score -1033329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -56090.933594 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -56090.93 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 262 members 
Entering Unmasked Estep 
Score: -55030.460938 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -55030.46 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55180.843750 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -55180.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55220.832031 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -55220.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55241.097656 Penalty: 2025.545654
	Iteration 3Q: 3 clusters Score -55241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55252.410156 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -55252.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55257.632812 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -55257.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55263.554688 Penalty: 2025.545654
	Iteration 6Q: 3 clusters Score -55263.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55274.109375 Penalty: 2025.545654
	Iteration 7Q: 3 clusters Score -55274.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55286.183594 Penalty: 2025.545654
	Iteration 8Q: 3 clusters Score -55286.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55293.945312 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -55293.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55304.304688 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -55304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55306.523438 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -55306.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55306.523438 Penalty: 2025.545654
	Iteration 12F: 3 clusters Score -55306.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Entering Unmasked Estep 
Score: -10296184.000000 Penalty: 1835.181641
	Iteration 0F: 2 clusters Score -1.029618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -10242795.000000 Penalty: 3670.363281
	Iteration 0F: 3 clusters Score -1.02428e+07 nChanged 38035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -10264357.000000 Penalty: 3670.363281
	Iteration 1F: 3 clusters Score -1.026436e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -10264782.000000 Penalty: 3670.363281
	Iteration 2Q: 3 clusters Score -1.026478e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -10265203.000000 Penalty: 3670.363281
	Iteration 3Q: 3 clusters Score -1.02652e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -10265727.000000 Penalty: 3670.363281
	Iteration 4Q: 3 clusters Score -1.026573e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -10266499.000000 Penalty: 3670.363281
	Iteration 5Q: 3 clusters Score -1.02665e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -10267619.000000 Penalty: 3670.363281
	Iteration 6Q: 3 clusters Score -1.026762e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -10269453.000000 Penalty: 3670.363281
	Iteration 7F: 3 clusters Score -1.026945e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -10272470.000000 Penalty: 3670.363281
	Iteration 8F: 3 clusters Score -1.027247e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -10276910.000000 Penalty: 3670.363281
	Iteration 9F: 3 clusters Score -1.027691e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66349 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -10282000.000000 Penalty: 3670.363281
	Iteration 10F: 3 clusters Score -1.0282e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -10287179.000000 Penalty: 3670.363281
	Iteration 11F: 3 clusters Score -1.028718e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75788 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -10290944.000000 Penalty: 3670.363281
	Iteration 12Q: 3 clusters Score -1.029094e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10292964.000000 Penalty: 3670.363281
	Iteration 13Q: 3 clusters Score -1.029296e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10293859.000000 Penalty: 3670.363281
	Iteration 14Q: 3 clusters Score -1.029386e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10294222.000000 Penalty: 3670.363281
	Iteration 15Q: 3 clusters Score -1.029422e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10294409.000000 Penalty: 3670.363281
	Iteration 16Q: 3 clusters Score -1.029441e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79901 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10294495.000000 Penalty: 3670.363281
	Iteration 17Q: 3 clusters Score -1.02945e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79938 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10294522.000000 Penalty: 3670.363281
	Iteration 18Q: 3 clusters Score -1.029452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10294547.000000 Penalty: 3670.363281
	Iteration 19Q: 3 clusters Score -1.029455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10294564.000000 Penalty: 3670.363281
	Iteration 20F: 3 clusters Score -1.029456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -10294564.000000 Penalty: 3670.363281
	Iteration 21Q: 3 clusters Score -1.029456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10294568.000000 Penalty: 3670.363281
	Iteration 22Q: 3 clusters Score -1.029457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10294568.000000 Penalty: 3670.363281
	Iteration 23Q: 3 clusters Score -1.029457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10294566.000000 Penalty: 3670.363281
	Iteration 24Q: 3 clusters Score -1.029457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10294578.000000 Penalty: 3670.363281
	Iteration 25Q: 3 clusters Score -1.029458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10294577.000000 Penalty: 3670.363281
	Iteration 26Q: 3 clusters Score -1.029458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10294577.000000 Penalty: 3670.363281
	Iteration 27Q: 3 clusters Score -1.029458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10294575.000000 Penalty: 3670.363281
	Iteration 28Q: 3 clusters Score -1.029458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10294579.000000 Penalty: 3670.363281
	Iteration 29Q: 3 clusters Score -1.029458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10294589.000000 Penalty: 3670.363281
	Iteration 30Q: 3 clusters Score -1.029459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10294588.000000 Penalty: 3670.363281
	Iteration 31Q: 3 clusters Score -1.029459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80012 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10294596.000000 Penalty: 3670.363281
	Iteration 32Q: 3 clusters Score -1.02946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80013 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10294599.000000 Penalty: 3670.363281
	Iteration 33Q: 3 clusters Score -1.02946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10294605.000000 Penalty: 3670.363281
	Iteration 34Q: 3 clusters Score -1.02946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10294598.000000 Penalty: 3670.363281
	Iteration 35Q: 3 clusters Score -1.02946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10294597.000000 Penalty: 3670.363281
	Iteration 36Q: 3 clusters Score -1.02946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10294597.000000 Penalty: 3670.363281
	Iteration 37F: 3 clusters Score -1.02946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -136336.203125 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -136336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134820.968750 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -134821 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -135147.000000 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -135147 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -135310.937500 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -135310.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -135398.750000 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -135398.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -135451.453125 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -135451.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -135484.859375 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -135511.593750 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135511.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -135540.953125 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135552.359375 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135552.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -135561.515625 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -135567.812500 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -135573.500000 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -135573.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -135577.453125 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -135577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -135582.328125 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -135582.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -135585.703125 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -135585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135588.718750 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -135588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -135590.343750 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -135590.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135590.812500 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -135590.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135590.812500 Penalty: 2275.996338
	Iteration 18F: 3 clusters Score -135590.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -883218.687500 Penalty: 1441.528442
	Iteration 0F: 2 clusters Score -883218.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -877823.500000 Penalty: 2883.056885
	Iteration 0F: 3 clusters Score -877823.5 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -879357.062500 Penalty: 2883.056885
	Iteration 1F: 3 clusters Score -879357.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -879567.875000 Penalty: 2883.056885
	Iteration 2F: 3 clusters Score -879567.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -879747.375000 Penalty: 2883.056885
	Iteration 3F: 3 clusters Score -879747.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -879894.125000 Penalty: 2883.056885
	Iteration 4Q: 3 clusters Score -879894.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -880027.562500 Penalty: 2883.056885
	Iteration 5Q: 3 clusters Score -880027.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -880160.625000 Penalty: 2883.056885
	Iteration 6Q: 3 clusters Score -880160.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -880283.062500 Penalty: 2883.056885
	Iteration 7Q: 3 clusters Score -880283.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -880407.875000 Penalty: 2883.056885
	Iteration 8Q: 3 clusters Score -880407.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -880532.187500 Penalty: 2883.056885
	Iteration 9Q: 3 clusters Score -880532.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -880645.625000 Penalty: 2883.056885
	Iteration 10Q: 3 clusters Score -880645.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -880742.187500 Penalty: 2883.056885
	Iteration 11Q: 3 clusters Score -880742.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -880848.750000 Penalty: 2883.056885
	Iteration 12Q: 3 clusters Score -880848.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -880960.187500 Penalty: 2883.056885
	Iteration 13Q: 3 clusters Score -880960.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -881047.500000 Penalty: 2883.056885
	Iteration 14Q: 3 clusters Score -881047.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -881106.375000 Penalty: 2883.056885
	Iteration 15Q: 3 clusters Score -881106.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -881152.750000 Penalty: 2883.056885
	Iteration 16Q: 3 clusters Score -881152.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -881200.625000 Penalty: 2883.056885
	Iteration 17Q: 3 clusters Score -881200.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -881248.062500 Penalty: 2883.056885
	Iteration 18Q: 3 clusters Score -881248.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -881300.250000 Penalty: 2883.056885
	Iteration 19Q: 3 clusters Score -881300.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -881344.812500 Penalty: 2883.056885
	Iteration 20F: 3 clusters Score -881344.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -881389.750000 Penalty: 2883.056885
	Iteration 21Q: 3 clusters Score -881389.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -881422.250000 Penalty: 2883.056885
	Iteration 22Q: 3 clusters Score -881422.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -881455.250000 Penalty: 2883.056885
	Iteration 23Q: 3 clusters Score -881455.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -881490.000000 Penalty: 2883.056885
	Iteration 24Q: 3 clusters Score -881490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -881529.750000 Penalty: 2883.056885
	Iteration 25Q: 3 clusters Score -881529.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -881583.812500 Penalty: 2883.056885
	Iteration 26Q: 3 clusters Score -881583.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -881645.937500 Penalty: 2883.056885
	Iteration 27Q: 3 clusters Score -881645.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -881707.812500 Penalty: 2883.056885
	Iteration 28Q: 3 clusters Score -881707.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -881778.312500 Penalty: 2883.056885
	Iteration 29Q: 3 clusters Score -881778.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -881847.125000 Penalty: 2883.056885
	Iteration 30Q: 3 clusters Score -881847.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -881899.812500 Penalty: 2883.056885
	Iteration 31Q: 3 clusters Score -881899.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -881948.562500 Penalty: 2883.056885
	Iteration 32Q: 3 clusters Score -881948.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -881984.687500 Penalty: 2883.056885
	Iteration 33Q: 3 clusters Score -881984.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -882022.937500 Penalty: 2883.056885
	Iteration 34Q: 3 clusters Score -882022.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -882054.312500 Penalty: 2883.056885
	Iteration 35Q: 3 clusters Score -882054.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -882075.562500 Penalty: 2883.056885
	Iteration 36Q: 3 clusters Score -882075.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -882090.062500 Penalty: 2883.056885
	Iteration 37Q: 3 clusters Score -882090.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -882097.562500 Penalty: 2883.056885
	Iteration 38Q: 3 clusters Score -882097.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -882108.062500 Penalty: 2883.056885
	Iteration 39Q: 3 clusters Score -882108.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -882128.625000 Penalty: 2883.056885
	Iteration 40F: 3 clusters Score -882128.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -882144.625000 Penalty: 2883.056885
	Iteration 41Q: 3 clusters Score -882144.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -882154.312500 Penalty: 2883.056885
	Iteration 42Q: 3 clusters Score -882154.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -882160.000000 Penalty: 2883.056885
	Iteration 43Q: 3 clusters Score -882160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -882163.625000 Penalty: 2883.056885
	Iteration 44Q: 3 clusters Score -882163.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -882164.500000 Penalty: 2883.056885
	Iteration 45Q: 3 clusters Score -882164.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -882167.812500 Penalty: 2883.056885
	Iteration 46Q: 3 clusters Score -882167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -882171.937500 Penalty: 2883.056885
	Iteration 47Q: 3 clusters Score -882171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -882176.937500 Penalty: 2883.056885
	Iteration 48Q: 3 clusters Score -882176.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -882180.500000 Penalty: 2883.056885
	Iteration 49Q: 3 clusters Score -882180.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -882180.250000 Penalty: 2883.056885
	Iteration 50Q: 3 clusters Score -882180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -882182.687500 Penalty: 2883.056885
	Iteration 51Q: 3 clusters Score -882182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -882183.687500 Penalty: 2883.056885
	Iteration 52Q: 3 clusters Score -882183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -882186.687500 Penalty: 2883.056885
	Iteration 53Q: 3 clusters Score -882186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -882186.750000 Penalty: 2883.056885
	Iteration 54Q: 3 clusters Score -882186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -882185.187500 Penalty: 2883.056885
	Iteration 55Q: 3 clusters Score -882185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -882184.750000 Penalty: 2883.056885
	Iteration 56Q: 3 clusters Score -882184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -882185.750000 Penalty: 2883.056885
	Iteration 57Q: 3 clusters Score -882185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -882185.875000 Penalty: 2883.056885
	Iteration 58Q: 3 clusters Score -882185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -882187.000000 Penalty: 2883.056885
	Iteration 59Q: 3 clusters Score -882187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -882187.625000 Penalty: 2883.056885
	Iteration 60F: 3 clusters Score -882187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -882188.500000 Penalty: 2883.056885
	Iteration 61Q: 3 clusters Score -882188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -882190.187500 Penalty: 2883.056885
	Iteration 62Q: 3 clusters Score -882190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -882189.125000 Penalty: 2883.056885
	Iteration 63Q: 3 clusters Score -882189.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -882188.562500 Penalty: 2883.056885
	Iteration 64Q: 3 clusters Score -882188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -882187.937500 Penalty: 2883.056885
	Iteration 65Q: 3 clusters Score -882187.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -882188.250000 Penalty: 2883.056885
	Iteration 66Q: 3 clusters Score -882188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -882188.500000 Penalty: 2883.056885
	Iteration 67Q: 3 clusters Score -882188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -882188.500000 Penalty: 2883.056885
	Iteration 68F: 3 clusters Score -882188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Entering Unmasked Estep 
Score: -2477811.750000 Penalty: 1608.109741
	Iteration 0F: 2 clusters Score -2477812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2464210.000000 Penalty: 3216.219482
	Iteration 0F: 3 clusters Score -2464210 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2469296.750000 Penalty: 3216.219482
	Iteration 1F: 3 clusters Score -2469297 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2469786.250000 Penalty: 3216.219482
	Iteration 2F: 3 clusters Score -2469786 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2470320.000000 Penalty: 3216.219482
	Iteration 3F: 3 clusters Score -2470320 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2470825.000000 Penalty: 3216.219482
	Iteration 4F: 3 clusters Score -2470825 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2471326.000000 Penalty: 3216.219482
	Iteration 5Q: 3 clusters Score -2471326 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2471972.250000 Penalty: 3216.219482
	Iteration 6Q: 3 clusters Score -2471972 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2472647.750000 Penalty: 3216.219482
	Iteration 7F: 3 clusters Score -2472648 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2473325.250000 Penalty: 3216.219482
	Iteration 8F: 3 clusters Score -2473325 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2474002.000000 Penalty: 3216.219482
	Iteration 9Q: 3 clusters Score -2474002 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2474483.250000 Penalty: 3216.219482
	Iteration 10Q: 3 clusters Score -2474483 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2474863.500000 Penalty: 3216.219482
	Iteration 11Q: 3 clusters Score -2474864 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2475213.000000 Penalty: 3216.219482
	Iteration 12Q: 3 clusters Score -2475213 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2475515.750000 Penalty: 3216.219482
	Iteration 13Q: 3 clusters Score -2475516 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2475755.500000 Penalty: 3216.219482
	Iteration 14Q: 3 clusters Score -2475756 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2476016.750000 Penalty: 3216.219482
	Iteration 15Q: 3 clusters Score -2476017 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2476243.000000 Penalty: 3216.219482
	Iteration 16Q: 3 clusters Score -2476243 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2476459.000000 Penalty: 3216.219482
	Iteration 17Q: 3 clusters Score -2476459 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2476618.750000 Penalty: 3216.219482
	Iteration 18Q: 3 clusters Score -2476619 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2476721.500000 Penalty: 3216.219482
	Iteration 19Q: 3 clusters Score -2476722 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2476787.250000 Penalty: 3216.219482
	Iteration 20F: 3 clusters Score -2476787 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2476834.000000 Penalty: 3216.219482
	Iteration 21Q: 3 clusters Score -2476834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2476870.750000 Penalty: 3216.219482
	Iteration 22Q: 3 clusters Score -2476871 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2476905.750000 Penalty: 3216.219482
	Iteration 23Q: 3 clusters Score -2476906 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2476935.750000 Penalty: 3216.219482
	Iteration 24Q: 3 clusters Score -2476936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2476972.750000 Penalty: 3216.219482
	Iteration 25Q: 3 clusters Score -2476973 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2476999.000000 Penalty: 3216.219482
	Iteration 26Q: 3 clusters Score -2476999 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2477035.750000 Penalty: 3216.219482
	Iteration 27Q: 3 clusters Score -2477036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2477060.500000 Penalty: 3216.219482
	Iteration 28Q: 3 clusters Score -2477060 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2477092.500000 Penalty: 3216.219482
	Iteration 29Q: 3 clusters Score -2477092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2477110.000000 Penalty: 3216.219482
	Iteration 30Q: 3 clusters Score -2477110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2477131.250000 Penalty: 3216.219482
	Iteration 31Q: 3 clusters Score -2477131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2477144.750000 Penalty: 3216.219482
	Iteration 32Q: 3 clusters Score -2477145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2477157.750000 Penalty: 3216.219482
	Iteration 33Q: 3 clusters Score -2477158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2477170.250000 Penalty: 3216.219482
	Iteration 34Q: 3 clusters Score -2477170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2477177.750000 Penalty: 3216.219482
	Iteration 35Q: 3 clusters Score -2477178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2477191.750000 Penalty: 3216.219482
	Iteration 36Q: 3 clusters Score -2477192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2477197.500000 Penalty: 3216.219482
	Iteration 37Q: 3 clusters Score -2477198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2477206.000000 Penalty: 3216.219482
	Iteration 38Q: 3 clusters Score -2477206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2477221.000000 Penalty: 3216.219482
	Iteration 39Q: 3 clusters Score -2477221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2477226.500000 Penalty: 3216.219482
	Iteration 40F: 3 clusters Score -2477226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2477231.000000 Penalty: 3216.219482
	Iteration 41Q: 3 clusters Score -2477231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2477229.250000 Penalty: 3216.219482
	Iteration 42Q: 3 clusters Score -2477229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2477236.500000 Penalty: 3216.219482
	Iteration 43Q: 3 clusters Score -2477236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2477246.250000 Penalty: 3216.219482
	Iteration 44Q: 3 clusters Score -2477246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2477248.750000 Penalty: 3216.219482
	Iteration 45Q: 3 clusters Score -2477249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2477251.000000 Penalty: 3216.219482
	Iteration 46Q: 3 clusters Score -2477251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2477247.000000 Penalty: 3216.219482
	Iteration 47Q: 3 clusters Score -2477247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2477259.250000 Penalty: 3216.219482
	Iteration 48Q: 3 clusters Score -2477259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2477260.000000 Penalty: 3216.219482
	Iteration 49Q: 3 clusters Score -2477260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2477261.750000 Penalty: 3216.219482
	Iteration 50Q: 3 clusters Score -2477262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2477263.750000 Penalty: 3216.219482
	Iteration 51Q: 3 clusters Score -2477264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2477264.750000 Penalty: 3216.219482
	Iteration 52Q: 3 clusters Score -2477265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2477264.750000 Penalty: 3216.219482
	Iteration 53F: 3 clusters Score -2477265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Entering Unmasked Estep 
Score: -29132.433594 Penalty: 890.603821
	Iteration 0F: 2 clusters Score -29132.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28309.798828 Penalty: 1781.207642
	Iteration 0F: 3 clusters Score -28309.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28412.826172 Penalty: 1781.207642
	Iteration 1F: 3 clusters Score -28412.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28420.386719 Penalty: 1781.207642
	Iteration 2Q: 3 clusters Score -28420.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28423.646484 Penalty: 1781.207642
	Iteration 3Q: 3 clusters Score -28423.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28427.507812 Penalty: 1781.207642
	Iteration 4Q: 3 clusters Score -28427.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28427.507812 Penalty: 1781.207642
	Iteration 5F: 3 clusters Score -28427.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Entering Unmasked Estep 
Score: -3891225.500000 Penalty: 1679.497192
	Iteration 0F: 2 clusters Score -3891226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3870391.250000 Penalty: 3358.994385
	Iteration 0F: 3 clusters Score -3870391 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3878563.500000 Penalty: 3358.994385
	Iteration 1F: 3 clusters Score -3878564 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -3879189.500000 Penalty: 3358.994385
	Iteration 2F: 3 clusters Score -3879190 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3879929.500000 Penalty: 3358.994385
	Iteration 3F: 3 clusters Score -3879930 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3880962.500000 Penalty: 3358.994385
	Iteration 4F: 3 clusters Score -3880962 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3882412.750000 Penalty: 3358.994385
	Iteration 5F: 3 clusters Score -3882413 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -3884319.750000 Penalty: 3358.994385
	Iteration 6F: 3 clusters Score -3884320 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3886376.250000 Penalty: 3358.994385
	Iteration 7F: 3 clusters Score -3886376 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3888030.250000 Penalty: 3358.994385
	Iteration 8F: 3 clusters Score -3888030 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3889007.250000 Penalty: 3358.994385
	Iteration 9Q: 3 clusters Score -3889007 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3889506.000000 Penalty: 3358.994385
	Iteration 10Q: 3 clusters Score -3889506 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3889742.250000 Penalty: 3358.994385
	Iteration 11Q: 3 clusters Score -3889742 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -3889872.500000 Penalty: 3358.994385
	Iteration 12Q: 3 clusters Score -3889872 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -3889943.750000 Penalty: 3358.994385
	Iteration 13Q: 3 clusters Score -3889944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -3889990.250000 Penalty: 3358.994385
	Iteration 14Q: 3 clusters Score -3889990 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3890029.500000 Penalty: 3358.994385
	Iteration 15Q: 3 clusters Score -3890030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3890051.500000 Penalty: 3358.994385
	Iteration 16Q: 3 clusters Score -3890052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3890071.000000 Penalty: 3358.994385
	Iteration 17Q: 3 clusters Score -3890071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3890077.250000 Penalty: 3358.994385
	Iteration 18Q: 3 clusters Score -3890077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -3890079.500000 Penalty: 3358.994385
	Iteration 19Q: 3 clusters Score -3890080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3890091.000000 Penalty: 3358.994385
	Iteration 20F: 3 clusters Score -3890091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3890089.750000 Penalty: 3358.994385
	Iteration 21Q: 3 clusters Score -3890090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3890093.250000 Penalty: 3358.994385
	Iteration 22Q: 3 clusters Score -3890093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -3890091.250000 Penalty: 3358.994385
	Iteration 23Q: 3 clusters Score -3890091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -3890097.000000 Penalty: 3358.994385
	Iteration 24Q: 3 clusters Score -3890097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -3890096.750000 Penalty: 3358.994385
	Iteration 25Q: 3 clusters Score -3890097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3890098.750000 Penalty: 3358.994385
	Iteration 26Q: 3 clusters Score -3890099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -3890098.250000 Penalty: 3358.994385
	Iteration 27Q: 3 clusters Score -3890098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3890096.500000 Penalty: 3358.994385
	Iteration 28Q: 3 clusters Score -3890096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3890102.000000 Penalty: 3358.994385
	Iteration 29Q: 3 clusters Score -3890102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3890104.250000 Penalty: 3358.994385
	Iteration 30Q: 3 clusters Score -3890104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3890102.750000 Penalty: 3358.994385
	Iteration 31Q: 3 clusters Score -3890103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3890107.250000 Penalty: 3358.994385
	Iteration 32Q: 3 clusters Score -3890107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3890108.250000 Penalty: 3358.994385
	Iteration 33Q: 3 clusters Score -3890108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3890113.500000 Penalty: 3358.994385
	Iteration 34Q: 3 clusters Score -3890114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3890112.750000 Penalty: 3358.994385
	Iteration 35Q: 3 clusters Score -3890113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3890112.750000 Penalty: 3358.994385
	Iteration 36Q: 3 clusters Score -3890113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3890115.000000 Penalty: 3358.994385
	Iteration 37Q: 3 clusters Score -3890115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3890115.000000 Penalty: 3358.994385
	Iteration 38F: 3 clusters Score -3890115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Entering Unmasked Estep 
Score: -1936541.250000 Penalty: 1561.851807
	Iteration 0F: 2 clusters Score -1936541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1926210.750000 Penalty: 3123.703613
	Iteration 0F: 3 clusters Score -1926211 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1929702.500000 Penalty: 3123.703613
	Iteration 1F: 3 clusters Score -1929702 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1929984.625000 Penalty: 3123.703613
	Iteration 2F: 3 clusters Score -1929985 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1930273.750000 Penalty: 3123.703613
	Iteration 3Q: 3 clusters Score -1930274 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1930580.250000 Penalty: 3123.703613
	Iteration 4Q: 3 clusters Score -1930580 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1930932.125000 Penalty: 3123.703613
	Iteration 5Q: 3 clusters Score -1930932 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1931380.125000 Penalty: 3123.703613
	Iteration 6Q: 3 clusters Score -1931380 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1931970.625000 Penalty: 3123.703613
	Iteration 7F: 3 clusters Score -1931971 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1932673.750000 Penalty: 3123.703613
	Iteration 8F: 3 clusters Score -1932674 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1933411.500000 Penalty: 3123.703613
	Iteration 9F: 3 clusters Score -1933412 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1934102.125000 Penalty: 3123.703613
	Iteration 10F: 3 clusters Score -1934102 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1934560.875000 Penalty: 3123.703613
	Iteration 11Q: 3 clusters Score -1934561 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1934828.250000 Penalty: 3123.703613
	Iteration 12Q: 3 clusters Score -1934828 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1934972.125000 Penalty: 3123.703613
	Iteration 13Q: 3 clusters Score -1934972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1935072.500000 Penalty: 3123.703613
	Iteration 14Q: 3 clusters Score -1935072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1935120.000000 Penalty: 3123.703613
	Iteration 15Q: 3 clusters Score -1935120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1935147.375000 Penalty: 3123.703613
	Iteration 16Q: 3 clusters Score -1935147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1935170.000000 Penalty: 3123.703613
	Iteration 17Q: 3 clusters Score -1935170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1935190.875000 Penalty: 3123.703613
	Iteration 18Q: 3 clusters Score -1935191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1935208.375000 Penalty: 3123.703613
	Iteration 19Q: 3 clusters Score -1935208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1935216.250000 Penalty: 3123.703613
	Iteration 20F: 3 clusters Score -1935216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1935221.500000 Penalty: 3123.703613
	Iteration 21Q: 3 clusters Score -1935222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1935223.875000 Penalty: 3123.703613
	Iteration 22Q: 3 clusters Score -1935224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1935222.375000 Penalty: 3123.703613
	Iteration 23Q: 3 clusters Score -1935222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1935224.125000 Penalty: 3123.703613
	Iteration 24Q: 3 clusters Score -1935224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1935230.250000 Penalty: 3123.703613
	Iteration 25Q: 3 clusters Score -1935230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1935232.500000 Penalty: 3123.703613
	Iteration 26Q: 3 clusters Score -1935232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1935234.250000 Penalty: 3123.703613
	Iteration 27Q: 3 clusters Score -1935234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1935238.625000 Penalty: 3123.703613
	Iteration 28Q: 3 clusters Score -1935239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1935240.250000 Penalty: 3123.703613
	Iteration 29Q: 3 clusters Score -1935240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1935246.000000 Penalty: 3123.703613
	Iteration 30Q: 3 clusters Score -1935246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -1935246.500000 Penalty: 3123.703613
	Iteration 31Q: 3 clusters Score -1935246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1935248.500000 Penalty: 3123.703613
	Iteration 32Q: 3 clusters Score -1935248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1935248.375000 Penalty: 3123.703613
	Iteration 33Q: 3 clusters Score -1935248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1935249.500000 Penalty: 3123.703613
	Iteration 34Q: 3 clusters Score -1935250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1935249.500000 Penalty: 3123.703613
	Iteration 35F: 3 clusters Score -1935250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -315934.906250 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -315934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -313505.187500 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -313505.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -314109.593750 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -314109.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -314223.031250 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -314223 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -314272.687500 Penalty: 2539.548584
	Iteration 3Q: 3 clusters Score -314272.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -314313.437500 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -314313.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -314359.593750 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -314359.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -314393.593750 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -314393.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -314416.656250 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -314416.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -314440.968750 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -314441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -314461.500000 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -314461.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -314476.000000 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -314476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -314486.781250 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -314486.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -314499.437500 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -314499.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -314513.656250 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -314513.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -314521.156250 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -314521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -314526.218750 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -314526.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -314535.437500 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -314535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -314540.656250 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -314540.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -314545.312500 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -314545.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -314552.312500 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -314552.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -314563.312500 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -314563.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -314576.906250 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -314576.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -314589.968750 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -314590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -314599.250000 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -314599.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -314610.375000 Penalty: 2539.548584
	Iteration 24Q: 3 clusters Score -314610.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -314619.875000 Penalty: 2539.548584
	Iteration 25Q: 3 clusters Score -314619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -314629.968750 Penalty: 2539.548584
	Iteration 26Q: 3 clusters Score -314630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -314643.281250 Penalty: 2539.548584
	Iteration 27Q: 3 clusters Score -314643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -314649.875000 Penalty: 2539.548584
	Iteration 28Q: 3 clusters Score -314649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -314653.062500 Penalty: 2539.548584
	Iteration 29Q: 3 clusters Score -314653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -314655.218750 Penalty: 2539.548584
	Iteration 30Q: 3 clusters Score -314655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -314658.343750 Penalty: 2539.548584
	Iteration 31Q: 3 clusters Score -314658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -314661.250000 Penalty: 2539.548584
	Iteration 32Q: 3 clusters Score -314661.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -314663.906250 Penalty: 2539.548584
	Iteration 33Q: 3 clusters Score -314663.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -314671.531250 Penalty: 2539.548584
	Iteration 34Q: 3 clusters Score -314671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -314676.781250 Penalty: 2539.548584
	Iteration 35Q: 3 clusters Score -314676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -314678.875000 Penalty: 2539.548584
	Iteration 36Q: 3 clusters Score -314678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -314681.156250 Penalty: 2539.548584
	Iteration 37Q: 3 clusters Score -314681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -314683.437500 Penalty: 2539.548584
	Iteration 38Q: 3 clusters Score -314683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -314687.250000 Penalty: 2539.548584
	Iteration 39Q: 3 clusters Score -314687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -314690.468750 Penalty: 2539.548584
	Iteration 40F: 3 clusters Score -314690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -314693.968750 Penalty: 2539.548584
	Iteration 41Q: 3 clusters Score -314694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -314697.781250 Penalty: 2539.548584
	Iteration 42Q: 3 clusters Score -314697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -314701.000000 Penalty: 2539.548584
	Iteration 43Q: 3 clusters Score -314701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -314705.250000 Penalty: 2539.548584
	Iteration 44Q: 3 clusters Score -314705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -314708.625000 Penalty: 2539.548584
	Iteration 45Q: 3 clusters Score -314708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -314708.781250 Penalty: 2539.548584
	Iteration 46Q: 3 clusters Score -314708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -314709.125000 Penalty: 2539.548584
	Iteration 47Q: 3 clusters Score -314709.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -314709.593750 Penalty: 2539.548584
	Iteration 48Q: 3 clusters Score -314709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -314709.906250 Penalty: 2539.548584
	Iteration 49Q: 3 clusters Score -314709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -314711.000000 Penalty: 2539.548584
	Iteration 50Q: 3 clusters Score -314711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -314711.687500 Penalty: 2539.548584
	Iteration 51Q: 3 clusters Score -314711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -314711.687500 Penalty: 2539.548584
	Iteration 52F: 3 clusters Score -314711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Entering Unmasked Estep 
Score: -373695.718750 Penalty: 1308.549927
	Iteration 0F: 2 clusters Score -373695.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -370912.562500 Penalty: 2617.099854
	Iteration 0F: 3 clusters Score -370912.6 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -371668.500000 Penalty: 2617.099854
	Iteration 1F: 3 clusters Score -371668.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -371869.437500 Penalty: 2617.099854
	Iteration 2F: 3 clusters Score -371869.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -372040.093750 Penalty: 2617.099854
	Iteration 3F: 3 clusters Score -372040.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -372226.281250 Penalty: 2617.099854
	Iteration 4F: 3 clusters Score -372226.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -372427.000000 Penalty: 2617.099854
	Iteration 5F: 3 clusters Score -372427 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -372610.218750 Penalty: 2617.099854
	Iteration 6F: 3 clusters Score -372610.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -372751.156250 Penalty: 2617.099854
	Iteration 7Q: 3 clusters Score -372751.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -372881.500000 Penalty: 2617.099854
	Iteration 8Q: 3 clusters Score -372881.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -372960.406250 Penalty: 2617.099854
	Iteration 9Q: 3 clusters Score -372960.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -373016.656250 Penalty: 2617.099854
	Iteration 10Q: 3 clusters Score -373016.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -373047.312500 Penalty: 2617.099854
	Iteration 11Q: 3 clusters Score -373047.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -373072.875000 Penalty: 2617.099854
	Iteration 12Q: 3 clusters Score -373072.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -373094.906250 Penalty: 2617.099854
	Iteration 13Q: 3 clusters Score -373094.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -373104.000000 Penalty: 2617.099854
	Iteration 14Q: 3 clusters Score -373104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -373110.406250 Penalty: 2617.099854
	Iteration 15Q: 3 clusters Score -373110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -373113.968750 Penalty: 2617.099854
	Iteration 16Q: 3 clusters Score -373114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -373115.843750 Penalty: 2617.099854
	Iteration 17Q: 3 clusters Score -373115.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -373119.593750 Penalty: 2617.099854
	Iteration 18Q: 3 clusters Score -373119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -373121.281250 Penalty: 2617.099854
	Iteration 19Q: 3 clusters Score -373121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -373121.656250 Penalty: 2617.099854
	Iteration 20F: 3 clusters Score -373121.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -373121.812500 Penalty: 2617.099854
	Iteration 21Q: 3 clusters Score -373121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -373121.812500 Penalty: 2617.099854
	Iteration 22F: 3 clusters Score -373121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -12130.497070 Penalty: 877.201477
	Iteration 0F: 2 clusters Score -12130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11536.073242 Penalty: 1754.402954
	Iteration 0F: 3 clusters Score -11536.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11811.732422 Penalty: 1754.402954
	Iteration 1F: 3 clusters Score -11811.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11881.767578 Penalty: 1754.402954
	Iteration 2F: 3 clusters Score -11881.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11938.824219 Penalty: 1754.402954
	Iteration 3Q: 3 clusters Score -11938.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -11948.953125 Penalty: 1754.402954
	Iteration 4Q: 3 clusters Score -11948.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -11954.440430 Penalty: 1754.402954
	Iteration 5Q: 3 clusters Score -11954.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11993.218750 Penalty: 1754.402954
	Iteration 6Q: 3 clusters Score -11993.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12000.769531 Penalty: 1754.402954
	Iteration 7Q: 3 clusters Score -12000.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12056.187500 Penalty: 1754.402954
	Iteration 8Q: 3 clusters Score -12056.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12092.906250 Penalty: 1754.402954
	Iteration 9Q: 3 clusters Score -12092.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12108.516602 Penalty: 1754.402954
	Iteration 10Q: 3 clusters Score -12108.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12155.660156 Penalty: 1754.402954
	Iteration 11Q: 3 clusters Score -12155.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12176.795898 Penalty: 1754.402954
	Iteration 12Q: 3 clusters Score -12176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12186.954102 Penalty: 1754.402954
	Iteration 13Q: 3 clusters Score -12186.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12187.257812 Penalty: 1754.402954
	Iteration 14Q: 3 clusters Score -12187.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12191.068359 Penalty: 1754.402954
	Iteration 15F: 3 clusters Score -12191.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12242.296875 Penalty: 1754.402954
	Iteration 16Q: 3 clusters Score -12242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12304.027344 Penalty: 1754.402954
	Iteration 17Q: 3 clusters Score -12304.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12337.784180 Penalty: 1754.402954
	Iteration 18Q: 3 clusters Score -12337.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12364.826172 Penalty: 1754.402954
	Iteration 19Q: 3 clusters Score -12364.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12457.956055 Penalty: 1754.402954
	Iteration 20F: 3 clusters Score -12457.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12617.296875 Penalty: 1754.402954
	Iteration 21Q: 3 clusters Score -12617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12718.401367 Penalty: 1754.402954
	Iteration 22Q: 3 clusters Score -12718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12788.346680 Penalty: 1754.402954
	Iteration 23Q: 3 clusters Score -12788.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12798.215820 Penalty: 1754.402954
	Iteration 24Q: 3 clusters Score -12798.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12798.215820 Penalty: 1754.402954
	Iteration 25F: 3 clusters Score -12798.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74490 members 
Mstep: Class 3 contains 15071 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21760 members 
Mstep: Class 10 contains 8804 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80292 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14934 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 106 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30007 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 122638 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Mstep: Class 29 contains 115 members 
Entering Unmasked Estep 
Score: -59782364.000000 Penalty: 61624.625000
Splitting cluster 21 changes total score from -59782896.000000 to -59782364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138406.578125 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136894.562500 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136894.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137157.812500 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137157.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137237.843750 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137237.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137278.390625 Penalty: 2271.533936
	Iteration 3Q: 3 clusters Score -137278.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -137295.140625 Penalty: 2271.533936
	Iteration 4Q: 3 clusters Score -137295.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137309.140625 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -137309.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137321.359375 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -137321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137337.359375 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -137337.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137344.078125 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -137344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -137349.156250 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -137349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137350.140625 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -137350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137353.343750 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -137353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137355.328125 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -137355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137355.843750 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -137355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137355.843750 Penalty: 2271.533936
	Iteration 14F: 3 clusters Score -137355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Entering Unmasked Estep 
Score: -3896072.750000 Penalty: 1675.242676
	Iteration 0F: 2 clusters Score -3896073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3875827.000000 Penalty: 3350.485352
	Iteration 0F: 3 clusters Score -3875827 nChanged 13654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3883452.750000 Penalty: 3350.485352
	Iteration 1F: 3 clusters Score -3883453 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3883846.250000 Penalty: 3350.485352
	Iteration 2Q: 3 clusters Score -3883846 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3884277.500000 Penalty: 3350.485352
	Iteration 3Q: 3 clusters Score -3884278 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -3884828.000000 Penalty: 3350.485352
	Iteration 4Q: 3 clusters Score -3884828 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3885679.000000 Penalty: 3350.485352
	Iteration 5F: 3 clusters Score -3885679 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3886974.500000 Penalty: 3350.485352
	Iteration 6F: 3 clusters Score -3886974 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3888866.750000 Penalty: 3350.485352
	Iteration 7F: 3 clusters Score -3888867 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -3890837.000000 Penalty: 3350.485352
	Iteration 8F: 3 clusters Score -3890837 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3892565.250000 Penalty: 3350.485352
	Iteration 9F: 3 clusters Score -3892565 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3893643.500000 Penalty: 3350.485352
	Iteration 10Q: 3 clusters Score -3893644 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -3894183.250000 Penalty: 3350.485352
	Iteration 11Q: 3 clusters Score -3894183 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -3894364.000000 Penalty: 3350.485352
	Iteration 12Q: 3 clusters Score -3894364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -3894457.500000 Penalty: 3350.485352
	Iteration 13Q: 3 clusters Score -3894458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3894511.250000 Penalty: 3350.485352
	Iteration 14Q: 3 clusters Score -3894511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3894550.500000 Penalty: 3350.485352
	Iteration 15Q: 3 clusters Score -3894550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -3894584.000000 Penalty: 3350.485352
	Iteration 16Q: 3 clusters Score -3894584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3894603.500000 Penalty: 3350.485352
	Iteration 17Q: 3 clusters Score -3894604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3894609.500000 Penalty: 3350.485352
	Iteration 18Q: 3 clusters Score -3894610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3894610.500000 Penalty: 3350.485352
	Iteration 19Q: 3 clusters Score -3894610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3894614.250000 Penalty: 3350.485352
	Iteration 20F: 3 clusters Score -3894614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3894618.250000 Penalty: 3350.485352
	Iteration 21Q: 3 clusters Score -3894618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -3894617.000000 Penalty: 3350.485352
	Iteration 22Q: 3 clusters Score -3894617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3894622.750000 Penalty: 3350.485352
	Iteration 23Q: 3 clusters Score -3894623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3894622.500000 Penalty: 3350.485352
	Iteration 24Q: 3 clusters Score -3894622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3894622.500000 Penalty: 3350.485352
	Iteration 25F: 3 clusters Score -3894622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -16203.360352 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -16203.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15568.479492 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -15568.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15712.443359 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -15712.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15756.760742 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -15756.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15761.329102 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -15761.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15761.329102 Penalty: 1669.134521
	Iteration 4F: 3 clusters Score -15761.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (122638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122638 members 
Entering Unmasked Estep 
Score: -15860335.000000 Penalty: 1904.011230
	Iteration 0F: 2 clusters Score -1.586034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -15786232.000000 Penalty: 3808.022461
	Iteration 0F: 3 clusters Score -1.578623e+07 nChanged 58967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 62672 members 
Entering Unmasked Estep 
Score: -15821180.000000 Penalty: 3808.022461
	Iteration 1F: 3 clusters Score -1.582118e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -15822442.000000 Penalty: 3808.022461
	Iteration 2Q: 3 clusters Score -1.582244e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -15824521.000000 Penalty: 3808.022461
	Iteration 3Q: 3 clusters Score -1.582452e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 68760 members 
Entering Unmasked Estep 
Score: -15827388.000000 Penalty: 3808.022461
	Iteration 4F: 3 clusters Score -1.582739e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -15831511.000000 Penalty: 3808.022461
	Iteration 5F: 3 clusters Score -1.583151e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 78430 members 
Entering Unmasked Estep 
Score: -15836938.000000 Penalty: 3808.022461
	Iteration 6F: 3 clusters Score -1.583694e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -15842858.000000 Penalty: 3808.022461
	Iteration 7F: 3 clusters Score -1.584286e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -15847912.000000 Penalty: 3808.022461
	Iteration 8F: 3 clusters Score -1.584791e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 89091 members 
Entering Unmasked Estep 
Score: -15851224.000000 Penalty: 3808.022461
	Iteration 9Q: 3 clusters Score -1.585122e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -15852732.000000 Penalty: 3808.022461
	Iteration 10Q: 3 clusters Score -1.585273e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -15853444.000000 Penalty: 3808.022461
	Iteration 11Q: 3 clusters Score -1.585344e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 91515 members 
Entering Unmasked Estep 
Score: -15853978.000000 Penalty: 3808.022461
	Iteration 12Q: 3 clusters Score -1.585398e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 92192 members 
Entering Unmasked Estep 
Score: -15854094.000000 Penalty: 3808.022461
	Iteration 13Q: 3 clusters Score -1.585409e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 92867 members 
Entering Unmasked Estep 
Score: -15854362.000000 Penalty: 3808.022461
	Iteration 14Q: 3 clusters Score -1.585436e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -15854624.000000 Penalty: 3808.022461
	Iteration 15Q: 3 clusters Score -1.585462e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -15854914.000000 Penalty: 3808.022461
	Iteration 16Q: 3 clusters Score -1.585491e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -15855149.000000 Penalty: 3808.022461
	Iteration 17Q: 3 clusters Score -1.585515e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -15855378.000000 Penalty: 3808.022461
	Iteration 18Q: 3 clusters Score -1.585538e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -15855679.000000 Penalty: 3808.022461
	Iteration 19Q: 3 clusters Score -1.585568e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 97132 members 
Entering Unmasked Estep 
Score: -15855879.000000 Penalty: 3808.022461
	Iteration 20F: 3 clusters Score -1.585588e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -15856175.000000 Penalty: 3808.022461
	Iteration 21Q: 3 clusters Score -1.585618e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -15856419.000000 Penalty: 3808.022461
	Iteration 22Q: 3 clusters Score -1.585642e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -15856675.000000 Penalty: 3808.022461
	Iteration 23Q: 3 clusters Score -1.585668e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 100737 members 
Entering Unmasked Estep 
Score: -15856903.000000 Penalty: 3808.022461
	Iteration 24Q: 3 clusters Score -1.58569e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 101677 members 
Entering Unmasked Estep 
Score: -15857069.000000 Penalty: 3808.022461
	Iteration 25Q: 3 clusters Score -1.585707e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 102583 members 
Entering Unmasked Estep 
Score: -15857270.000000 Penalty: 3808.022461
	Iteration 26Q: 3 clusters Score -1.585727e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -15857414.000000 Penalty: 3808.022461
	Iteration 27Q: 3 clusters Score -1.585741e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -15857550.000000 Penalty: 3808.022461
	Iteration 28Q: 3 clusters Score -1.585755e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -15857888.000000 Penalty: 3808.022461
	Iteration 29Q: 3 clusters Score -1.585789e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -15858181.000000 Penalty: 3808.022461
	Iteration 30Q: 3 clusters Score -1.585818e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 106299 members 
Entering Unmasked Estep 
Score: -15858449.000000 Penalty: 3808.022461
	Iteration 31Q: 3 clusters Score -1.585845e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 106909 members 
Entering Unmasked Estep 
Score: -15858711.000000 Penalty: 3808.022461
	Iteration 32Q: 3 clusters Score -1.585871e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -15859003.000000 Penalty: 3808.022461
	Iteration 33Q: 3 clusters Score -1.5859e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 107965 members 
Entering Unmasked Estep 
Score: -15859113.000000 Penalty: 3808.022461
	Iteration 34Q: 3 clusters Score -1.585911e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -15859347.000000 Penalty: 3808.022461
	Iteration 35Q: 3 clusters Score -1.585935e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -15859533.000000 Penalty: 3808.022461
	Iteration 36Q: 3 clusters Score -1.585953e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 109347 members 
Entering Unmasked Estep 
Score: -15859736.000000 Penalty: 3808.022461
	Iteration 37Q: 3 clusters Score -1.585974e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -15859880.000000 Penalty: 3808.022461
	Iteration 38Q: 3 clusters Score -1.585988e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 110156 members 
Entering Unmasked Estep 
Score: -15860019.000000 Penalty: 3808.022461
	Iteration 39Q: 3 clusters Score -1.586002e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -15860189.000000 Penalty: 3808.022461
	Iteration 40F: 3 clusters Score -1.586019e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 110782 members 
Entering Unmasked Estep 
Score: -15860303.000000 Penalty: 3808.022461
	Iteration 41Q: 3 clusters Score -1.58603e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -15860386.000000 Penalty: 3808.022461
	Iteration 42Q: 3 clusters Score -1.586039e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 111318 members 
Entering Unmasked Estep 
Score: -15860422.000000 Penalty: 3808.022461
	Iteration 43Q: 3 clusters Score -1.586042e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 111522 members 
Entering Unmasked Estep 
Score: -15860444.000000 Penalty: 3808.022461
	Iteration 44Q: 3 clusters Score -1.586044e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -15860509.000000 Penalty: 3808.022461
	Iteration 45Q: 3 clusters Score -1.586051e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 111899 members 
Entering Unmasked Estep 
Score: -15860551.000000 Penalty: 3808.022461
	Iteration 46Q: 3 clusters Score -1.586055e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -15860586.000000 Penalty: 3808.022461
	Iteration 47Q: 3 clusters Score -1.586059e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -15860627.000000 Penalty: 3808.022461
	Iteration 48Q: 3 clusters Score -1.586063e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 112302 members 
Entering Unmasked Estep 
Score: -15860663.000000 Penalty: 3808.022461
	Iteration 49Q: 3 clusters Score -1.586066e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -15860715.000000 Penalty: 3808.022461
	Iteration 50Q: 3 clusters Score -1.586072e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 112499 members 
Entering Unmasked Estep 
Score: -15860754.000000 Penalty: 3808.022461
	Iteration 51Q: 3 clusters Score -1.586075e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -15860767.000000 Penalty: 3808.022461
	Iteration 52Q: 3 clusters Score -1.586077e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 112651 members 
Entering Unmasked Estep 
Score: -15860760.000000 Penalty: 3808.022461
	Iteration 53Q: 3 clusters Score -1.586076e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 112712 members 
Entering Unmasked Estep 
Score: -15860765.000000 Penalty: 3808.022461
	Iteration 54Q: 3 clusters Score -1.586076e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -15860770.000000 Penalty: 3808.022461
	Iteration 55Q: 3 clusters Score -1.586077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 112835 members 
Entering Unmasked Estep 
Score: -15860793.000000 Penalty: 3808.022461
	Iteration 56Q: 3 clusters Score -1.586079e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 112876 members 
Entering Unmasked Estep 
Score: -15860780.000000 Penalty: 3808.022461
	Iteration 57Q: 3 clusters Score -1.586078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 112908 members 
Entering Unmasked Estep 
Score: -15860780.000000 Penalty: 3808.022461
	Iteration 58Q: 3 clusters Score -1.586078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 112941 members 
Entering Unmasked Estep 
Score: -15860768.000000 Penalty: 3808.022461
	Iteration 59Q: 3 clusters Score -1.586077e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 112972 members 
Entering Unmasked Estep 
Score: -15860773.000000 Penalty: 3808.022461
	Iteration 60F: 3 clusters Score -1.586077e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -15860798.000000 Penalty: 3808.022461
	Iteration 61Q: 3 clusters Score -1.58608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -15860815.000000 Penalty: 3808.022461
	Iteration 62Q: 3 clusters Score -1.586082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 113041 members 
Entering Unmasked Estep 
Score: -15860807.000000 Penalty: 3808.022461
	Iteration 63Q: 3 clusters Score -1.586081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 113051 members 
Entering Unmasked Estep 
Score: -15860806.000000 Penalty: 3808.022461
	Iteration 64Q: 3 clusters Score -1.586081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -15860817.000000 Penalty: 3808.022461
	Iteration 65Q: 3 clusters Score -1.586082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 113064 members 
Entering Unmasked Estep 
Score: -15860818.000000 Penalty: 3808.022461
	Iteration 66Q: 3 clusters Score -1.586082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -15860810.000000 Penalty: 3808.022461
	Iteration 67Q: 3 clusters Score -1.586081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 113080 members 
Entering Unmasked Estep 
Score: -15860806.000000 Penalty: 3808.022461
	Iteration 68Q: 3 clusters Score -1.586081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 113083 members 
Entering Unmasked Estep 
Score: -15860815.000000 Penalty: 3808.022461
	Iteration 69Q: 3 clusters Score -1.586082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 113086 members 
Entering Unmasked Estep 
Score: -15860826.000000 Penalty: 3808.022461
	Iteration 70Q: 3 clusters Score -1.586083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 113089 members 
Entering Unmasked Estep 
Score: -15860832.000000 Penalty: 3808.022461
	Iteration 71Q: 3 clusters Score -1.586083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -15860831.000000 Penalty: 3808.022461
	Iteration 72Q: 3 clusters Score -1.586083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 113091 members 
Entering Unmasked Estep 
Score: -15860831.000000 Penalty: 3808.022461
	Iteration 73F: 3 clusters Score -1.586083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74490 members 
Mstep: Class 3 contains 15071 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21760 members 
Mstep: Class 10 contains 8804 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80292 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14934 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30007 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Mstep: Class 29 contains 113091 members 
Entering Unmasked Estep 
Score: -59783032.000000 Penalty: 61624.625000
Splitting cluster 25 changes total score from -59782896.000000 to -59783032.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 26 (6682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Entering Unmasked Estep 
Score: -838134.125000 Penalty: 1431.165527
	Iteration 0F: 2 clusters Score -838134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -833130.500000 Penalty: 2862.331055
	Iteration 0F: 3 clusters Score -833130.5 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -834712.937500 Penalty: 2862.331055
	Iteration 1F: 3 clusters Score -834712.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -834973.625000 Penalty: 2862.331055
	Iteration 2F: 3 clusters Score -834973.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -835197.812500 Penalty: 2862.331055
	Iteration 3F: 3 clusters Score -835197.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -835381.562500 Penalty: 2862.331055
	Iteration 4F: 3 clusters Score -835381.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -835568.250000 Penalty: 2862.331055
	Iteration 5Q: 3 clusters Score -835568.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -835770.750000 Penalty: 2862.331055
	Iteration 6Q: 3 clusters Score -835770.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -835971.687500 Penalty: 2862.331055
	Iteration 7Q: 3 clusters Score -835971.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -836141.937500 Penalty: 2862.331055
	Iteration 8Q: 3 clusters Score -836141.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -836324.187500 Penalty: 2862.331055
	Iteration 9Q: 3 clusters Score -836324.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -836482.187500 Penalty: 2862.331055
	Iteration 10Q: 3 clusters Score -836482.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -836602.000000 Penalty: 2862.331055
	Iteration 11Q: 3 clusters Score -836602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -836699.062500 Penalty: 2862.331055
	Iteration 12Q: 3 clusters Score -836699.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -836756.875000 Penalty: 2862.331055
	Iteration 13Q: 3 clusters Score -836756.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -836812.812500 Penalty: 2862.331055
	Iteration 14Q: 3 clusters Score -836812.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -836851.312500 Penalty: 2862.331055
	Iteration 15Q: 3 clusters Score -836851.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -836877.875000 Penalty: 2862.331055
	Iteration 16Q: 3 clusters Score -836877.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -836898.125000 Penalty: 2862.331055
	Iteration 17Q: 3 clusters Score -836898.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -836913.875000 Penalty: 2862.331055
	Iteration 18Q: 3 clusters Score -836913.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -836930.250000 Penalty: 2862.331055
	Iteration 19Q: 3 clusters Score -836930.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -836945.125000 Penalty: 2862.331055
	Iteration 20F: 3 clusters Score -836945.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -836957.437500 Penalty: 2862.331055
	Iteration 21Q: 3 clusters Score -836957.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -836974.500000 Penalty: 2862.331055
	Iteration 22Q: 3 clusters Score -836974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -836989.562500 Penalty: 2862.331055
	Iteration 23Q: 3 clusters Score -836989.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -837003.187500 Penalty: 2862.331055
	Iteration 24Q: 3 clusters Score -837003.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -837011.687500 Penalty: 2862.331055
	Iteration 25Q: 3 clusters Score -837011.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -837017.125000 Penalty: 2862.331055
	Iteration 26Q: 3 clusters Score -837017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -837022.062500 Penalty: 2862.331055
	Iteration 27Q: 3 clusters Score -837022.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -837026.812500 Penalty: 2862.331055
	Iteration 28Q: 3 clusters Score -837026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -837029.375000 Penalty: 2862.331055
	Iteration 29Q: 3 clusters Score -837029.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -837035.000000 Penalty: 2862.331055
	Iteration 30Q: 3 clusters Score -837035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -837037.937500 Penalty: 2862.331055
	Iteration 31Q: 3 clusters Score -837037.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -837044.250000 Penalty: 2862.331055
	Iteration 32Q: 3 clusters Score -837044.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -837051.500000 Penalty: 2862.331055
	Iteration 33Q: 3 clusters Score -837051.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -837056.812500 Penalty: 2862.331055
	Iteration 34Q: 3 clusters Score -837056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -837065.187500 Penalty: 2862.331055
	Iteration 35Q: 3 clusters Score -837065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -837073.375000 Penalty: 2862.331055
	Iteration 36Q: 3 clusters Score -837073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -837075.312500 Penalty: 2862.331055
	Iteration 37Q: 3 clusters Score -837075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -837077.562500 Penalty: 2862.331055
	Iteration 38Q: 3 clusters Score -837077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -837077.812500 Penalty: 2862.331055
	Iteration 39Q: 3 clusters Score -837077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -837077.562500 Penalty: 2862.331055
	Iteration 40F: 3 clusters Score -837077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -837080.562500 Penalty: 2862.331055
	Iteration 41Q: 3 clusters Score -837080.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -837085.687500 Penalty: 2862.331055
	Iteration 42Q: 3 clusters Score -837085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -837092.250000 Penalty: 2862.331055
	Iteration 43Q: 3 clusters Score -837092.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -837104.625000 Penalty: 2862.331055
	Iteration 44Q: 3 clusters Score -837104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -837112.687500 Penalty: 2862.331055
	Iteration 45Q: 3 clusters Score -837112.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -837131.062500 Penalty: 2862.331055
	Iteration 46Q: 3 clusters Score -837131.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -837161.750000 Penalty: 2862.331055
	Iteration 47Q: 3 clusters Score -837161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -837193.375000 Penalty: 2862.331055
	Iteration 48Q: 3 clusters Score -837193.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -837213.375000 Penalty: 2862.331055
	Iteration 49Q: 3 clusters Score -837213.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -837231.000000 Penalty: 2862.331055
	Iteration 50Q: 3 clusters Score -837231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -837248.937500 Penalty: 2862.331055
	Iteration 51Q: 3 clusters Score -837248.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -837262.437500 Penalty: 2862.331055
	Iteration 52Q: 3 clusters Score -837262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -837272.000000 Penalty: 2862.331055
	Iteration 53Q: 3 clusters Score -837272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -837282.125000 Penalty: 2862.331055
	Iteration 54Q: 3 clusters Score -837282.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -837291.125000 Penalty: 2862.331055
	Iteration 55Q: 3 clusters Score -837291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -837297.000000 Penalty: 2862.331055
	Iteration 56Q: 3 clusters Score -837297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -837300.250000 Penalty: 2862.331055
	Iteration 57Q: 3 clusters Score -837300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -837303.250000 Penalty: 2862.331055
	Iteration 58Q: 3 clusters Score -837303.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -837308.937500 Penalty: 2862.331055
	Iteration 59Q: 3 clusters Score -837308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -837313.437500 Penalty: 2862.331055
	Iteration 60F: 3 clusters Score -837313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -837317.062500 Penalty: 2862.331055
	Iteration 61Q: 3 clusters Score -837317.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -837323.875000 Penalty: 2862.331055
	Iteration 62Q: 3 clusters Score -837323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -837329.687500 Penalty: 2862.331055
	Iteration 63Q: 3 clusters Score -837329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -837332.062500 Penalty: 2862.331055
	Iteration 64Q: 3 clusters Score -837332.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -837336.375000 Penalty: 2862.331055
	Iteration 65Q: 3 clusters Score -837336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -837339.312500 Penalty: 2862.331055
	Iteration 66Q: 3 clusters Score -837339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -837344.000000 Penalty: 2862.331055
	Iteration 67Q: 3 clusters Score -837344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -837350.875000 Penalty: 2862.331055
	Iteration 68Q: 3 clusters Score -837350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -837356.187500 Penalty: 2862.331055
	Iteration 69Q: 3 clusters Score -837356.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -837361.125000 Penalty: 2862.331055
	Iteration 70Q: 3 clusters Score -837361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -837361.937500 Penalty: 2862.331055
	Iteration 71Q: 3 clusters Score -837361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -837366.500000 Penalty: 2862.331055
	Iteration 72Q: 3 clusters Score -837366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -837370.812500 Penalty: 2862.331055
	Iteration 73Q: 3 clusters Score -837370.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -837374.875000 Penalty: 2862.331055
	Iteration 74Q: 3 clusters Score -837374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -837376.062500 Penalty: 2862.331055
	Iteration 75Q: 3 clusters Score -837376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -837377.250000 Penalty: 2862.331055
	Iteration 76Q: 3 clusters Score -837377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -837377.250000 Penalty: 2862.331055
	Iteration 77F: 3 clusters Score -837377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -26135.353516 Penalty: 902.984558
	Iteration 0F: 2 clusters Score -26135.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25391.037109 Penalty: 1805.969116
	Iteration 0F: 3 clusters Score -25391.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25473.320312 Penalty: 1805.969116
	Iteration 1F: 3 clusters Score -25473.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25515.089844 Penalty: 1805.969116
	Iteration 2Q: 3 clusters Score -25515.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25547.216797 Penalty: 1805.969116
	Iteration 3Q: 3 clusters Score -25547.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25570.128906 Penalty: 1805.969116
	Iteration 4Q: 3 clusters Score -25570.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25582.480469 Penalty: 1805.969116
	Iteration 5Q: 3 clusters Score -25582.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25607.179688 Penalty: 1805.969116
	Iteration 6Q: 3 clusters Score -25607.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25611.710938 Penalty: 1805.969116
	Iteration 7Q: 3 clusters Score -25611.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -25614.031250 Penalty: 1805.969116
	Iteration 8Q: 3 clusters Score -25614.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25659.574219 Penalty: 1805.969116
	Iteration 9Q: 3 clusters Score -25659.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25662.777344 Penalty: 1805.969116
	Iteration 10Q: 3 clusters Score -25662.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25662.777344 Penalty: 1805.969116
	Iteration 11F: 3 clusters Score -25662.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Entering Unmasked Estep 
Score: -25627.376953 Penalty: 912.133301
	Iteration 0F: 2 clusters Score -25627.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -24873.517578 Penalty: 1824.266602
	Iteration 0F: 3 clusters Score -24873.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25112.269531 Penalty: 1824.266602
	Iteration 1F: 3 clusters Score -25112.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25174.027344 Penalty: 1824.266602
	Iteration 2F: 3 clusters Score -25174.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25184.460938 Penalty: 1824.266602
	Iteration 3Q: 3 clusters Score -25184.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25193.060547 Penalty: 1824.266602
	Iteration 4Q: 3 clusters Score -25193.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25197.453125 Penalty: 1824.266602
	Iteration 5Q: 3 clusters Score -25197.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25198.410156 Penalty: 1824.266602
	Iteration 6Q: 3 clusters Score -25198.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25199.550781 Penalty: 1824.266602
	Iteration 7Q: 3 clusters Score -25199.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25200.123047 Penalty: 1824.266602
	Iteration 8Q: 3 clusters Score -25200.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25200.123047 Penalty: 1824.266602
	Iteration 9F: 3 clusters Score -25200.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 74490 members 
Mstep: Class 3 contains 15071 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 6001 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21760 members 
Mstep: Class 10 contains 8804 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80292 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7122 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30803 members 
Mstep: Class 18 contains 14934 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30007 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 9547 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784104.000000 Penalty: 61624.625000
Iteration 159Q: 30 clusters Score -5.97841e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 74417 members 
Mstep: Class 3 contains 15213 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7113 members 
Mstep: Class 9 contains 21884 members 
Mstep: Class 10 contains 8803 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80481 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7134 members 
Mstep: Class 15 contains 19850 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30798 members 
Mstep: Class 18 contains 14981 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3142 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30333 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 9857 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 259 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 111976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784760.000000 Penalty: 61624.625000
Iteration 160F: 30 clusters Score -5.978476e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 74376 members 
Mstep: Class 3 contains 15211 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5971 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 21865 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80405 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7100 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30795 members 
Mstep: Class 18 contains 14875 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30542 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10016 members 
Mstep: Class 26 contains 6682 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 112009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784924.000000 Penalty: 61624.625000
Iteration 161Q: 30 clusters Score -5.978492e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 74397 members 
Mstep: Class 3 contains 15231 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 5391 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 21880 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80377 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7073 members 
Mstep: Class 15 contains 19783 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30792 members 
Mstep: Class 18 contains 14806 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30744 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10205 members 
Mstep: Class 26 contains 6684 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 111767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785052.000000 Penalty: 61624.625000
Iteration 162Q: 30 clusters Score -5.978505e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 74454 members 
Mstep: Class 3 contains 15258 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 5395 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7105 members 
Mstep: Class 9 contains 21873 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80353 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7038 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30782 members 
Mstep: Class 18 contains 14764 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30868 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10386 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 111551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785136.000000 Penalty: 61624.625000
Iteration 163Q: 30 clusters Score -5.978514e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 74537 members 
Mstep: Class 3 contains 15270 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5839 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7102 members 
Mstep: Class 9 contains 21878 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80332 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 7012 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 30773 members 
Mstep: Class 18 contains 14748 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30963 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10548 members 
Mstep: Class 26 contains 6688 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 111313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785076.000000 Penalty: 61624.625000
Iteration 164Q: 30 clusters Score -5.978508e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 74594 members 
Mstep: Class 3 contains 15287 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5810 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7102 members 
Mstep: Class 9 contains 21894 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80322 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6989 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30770 members 
Mstep: Class 18 contains 14731 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31074 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10688 members 
Mstep: Class 26 contains 6690 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 111051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785040.000000 Penalty: 61624.625000
Iteration 165Q: 30 clusters Score -5.978504e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 74655 members 
Mstep: Class 3 contains 15309 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5769 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7101 members 
Mstep: Class 9 contains 21906 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80337 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6960 members 
Mstep: Class 15 contains 19744 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30765 members 
Mstep: Class 18 contains 14722 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31185 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10813 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 110793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785008.000000 Penalty: 61624.625000
Iteration 166Q: 30 clusters Score -5.978501e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 74733 members 
Mstep: Class 3 contains 15324 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5728 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7100 members 
Mstep: Class 9 contains 21915 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 80354 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6936 members 
Mstep: Class 15 contains 19741 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30757 members 
Mstep: Class 18 contains 14714 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3173 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31268 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 6693 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 110546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784988.000000 Penalty: 61624.625000
Iteration 167Q: 30 clusters Score -5.978499e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 74789 members 
Mstep: Class 3 contains 15354 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5690 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7099 members 
Mstep: Class 9 contains 21926 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 508 members 
Mstep: Class 12 contains 80372 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6912 members 
Mstep: Class 15 contains 19743 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30747 members 
Mstep: Class 18 contains 14711 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3174 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31343 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11052 members 
Mstep: Class 26 contains 6693 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 110317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784988.000000 Penalty: 61624.625000
Iteration 168Q: 30 clusters Score -5.978499e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 74848 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5650 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7097 members 
Mstep: Class 9 contains 21946 members 
Mstep: Class 10 contains 8809 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 80389 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6891 members 
Mstep: Class 15 contains 19741 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30739 members 
Mstep: Class 18 contains 14720 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31424 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11161 members 
Mstep: Class 26 contains 6694 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 110059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784960.000000 Penalty: 61624.625000
Iteration 169Q: 30 clusters Score -5.978496e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 74903 members 
Mstep: Class 3 contains 15433 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 5431 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 21953 members 
Mstep: Class 10 contains 8810 members 
Mstep: Class 11 contains 506 members 
Mstep: Class 12 contains 80406 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6887 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 14728 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31479 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11265 members 
Mstep: Class 26 contains 6694 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 109811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785048.000000 Penalty: 61624.625000
Iteration 170Q: 30 clusters Score -5.978505e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 74949 members 
Mstep: Class 3 contains 15462 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5600 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 21954 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 505 members 
Mstep: Class 12 contains 80413 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6879 members 
Mstep: Class 15 contains 19738 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14732 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3184 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31538 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11358 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 109601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785064.000000 Penalty: 61624.625000
Iteration 171Q: 30 clusters Score -5.978506e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 74984 members 
Mstep: Class 3 contains 15492 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5572 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21952 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 503 members 
Mstep: Class 12 contains 80422 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6868 members 
Mstep: Class 15 contains 19739 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14734 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31597 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11441 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 109417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785044.000000 Penalty: 61624.625000
Iteration 172Q: 30 clusters Score -5.978504e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 75033 members 
Mstep: Class 3 contains 15515 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5550 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21954 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 80435 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6857 members 
Mstep: Class 15 contains 19737 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14740 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3202 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31639 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11508 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 109244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785208.000000 Penalty: 61624.625000
Iteration 173Q: 30 clusters Score -5.978521e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 75087 members 
Mstep: Class 3 contains 15535 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21957 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 499 members 
Mstep: Class 12 contains 80447 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6845 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14747 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31691 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11562 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 109076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785308.000000 Penalty: 61624.625000
Iteration 174Q: 30 clusters Score -5.978531e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 75138 members 
Mstep: Class 3 contains 15558 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21961 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 80459 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6839 members 
Mstep: Class 15 contains 19729 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 14751 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3213 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31731 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11600 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785364.000000 Penalty: 61624.625000
Iteration 175Q: 30 clusters Score -5.978536e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 75174 members 
Mstep: Class 3 contains 15575 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21960 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 80462 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 19730 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 14757 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31774 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11634 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785424.000000 Penalty: 61624.625000
Iteration 176Q: 30 clusters Score -5.978542e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 75223 members 
Mstep: Class 3 contains 15588 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 5428 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21966 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 80475 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 19731 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31811 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11667 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785416.000000 Penalty: 61624.625000
Iteration 177Q: 30 clusters Score -5.978542e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 75269 members 
Mstep: Class 3 contains 15604 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5476 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21975 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 80490 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31845 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11691 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785540.000000 Penalty: 61624.625000
Iteration 178Q: 30 clusters Score -5.978554e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 75320 members 
Mstep: Class 3 contains 15616 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5470 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21979 members 
Mstep: Class 10 contains 8812 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 80502 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31864 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11703 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785544.000000 Penalty: 61624.625000
Iteration 179Q: 30 clusters Score -5.978554e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 75379 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 21980 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 80513 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 14765 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31887 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11718 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785604.000000 Penalty: 61624.625000
Iteration 180F: 30 clusters Score -5.97856e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 75425 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 5432 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 21984 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80523 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 14768 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31912 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11732 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785564.000000 Penalty: 61624.625000
Iteration 181Q: 30 clusters Score -5.978556e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 75457 members 
Mstep: Class 3 contains 15652 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5453 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 21987 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80528 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 19718 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 14772 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31935 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11737 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785584.000000 Penalty: 61624.625000
Iteration 182Q: 30 clusters Score -5.978558e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 75494 members 
Mstep: Class 3 contains 15662 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 5426 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 21990 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80535 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 19717 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 14776 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31961 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11739 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 108048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785624.000000 Penalty: 61624.625000
Iteration 183Q: 30 clusters Score -5.978562e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 75529 members 
Mstep: Class 3 contains 15673 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 5426 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80536 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 19717 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14781 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31992 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11745 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785696.000000 Penalty: 61624.625000
Iteration 184Q: 30 clusters Score -5.97857e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 75564 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 5424 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 8813 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80539 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30728 members 
Mstep: Class 18 contains 14784 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32022 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11747 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785700.000000 Penalty: 61624.625000
Iteration 185Q: 30 clusters Score -5.97857e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 75597 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 22000 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80540 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6811 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30728 members 
Mstep: Class 18 contains 14788 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32042 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11752 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785708.000000 Penalty: 61624.625000
Iteration 186Q: 30 clusters Score -5.978571e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 75626 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 5420 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 8814 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80539 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 19712 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30731 members 
Mstep: Class 18 contains 14796 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32063 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11756 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785696.000000 Penalty: 61624.625000
Iteration 187Q: 30 clusters Score -5.97857e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 75649 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5438 members 
Mstep: Class 6 contains 5423 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 8815 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80550 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 19708 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30731 members 
Mstep: Class 18 contains 14799 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32098 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11763 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785764.000000 Penalty: 61624.625000
Iteration 188Q: 30 clusters Score -5.978576e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 75679 members 
Mstep: Class 3 contains 15734 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 5429 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 22002 members 
Mstep: Class 10 contains 8816 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80553 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6810 members 
Mstep: Class 15 contains 19700 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30732 members 
Mstep: Class 18 contains 14799 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3232 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32129 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11773 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785776.000000 Penalty: 61624.625000
Iteration 189Q: 30 clusters Score -5.978578e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 75703 members 
Mstep: Class 3 contains 15747 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7091 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80553 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6806 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30732 members 
Mstep: Class 18 contains 14799 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3231 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32153 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11780 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785768.000000 Penalty: 61624.625000
Iteration 190Q: 30 clusters Score -5.978577e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75724 members 
Mstep: Class 3 contains 15759 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5434 members 
Mstep: Class 6 contains 5435 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 22007 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80552 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 19695 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30731 members 
Mstep: Class 18 contains 14800 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32180 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11788 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785820.000000 Penalty: 61624.625000
Iteration 191Q: 30 clusters Score -5.978582e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75754 members 
Mstep: Class 3 contains 15769 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 22003 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80550 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30731 members 
Mstep: Class 18 contains 14801 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 221 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32204 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11790 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785744.000000 Penalty: 61624.625000
Iteration 192Q: 30 clusters Score -5.978574e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75779 members 
Mstep: Class 3 contains 15789 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 5432 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 22007 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80546 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 14805 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32219 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11793 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785860.000000 Penalty: 61624.625000
Iteration 193Q: 30 clusters Score -5.978586e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 75799 members 
Mstep: Class 3 contains 15806 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 5441 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80545 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30730 members 
Mstep: Class 18 contains 14809 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32244 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11799 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785800.000000 Penalty: 61624.625000
Iteration 194Q: 30 clusters Score -5.97858e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 75817 members 
Mstep: Class 3 contains 15820 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7090 members 
Mstep: Class 9 contains 22003 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80545 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 14814 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32265 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11801 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785832.000000 Penalty: 61624.625000
Iteration 195Q: 30 clusters Score -5.978583e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 75829 members 
Mstep: Class 3 contains 15834 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 5443 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80542 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 14813 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32282 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11807 members 
Mstep: Class 26 contains 6695 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785864.000000 Penalty: 61624.625000
Iteration 196Q: 30 clusters Score -5.978586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 75850 members 
Mstep: Class 3 contains 15846 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 22000 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80537 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14816 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32306 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11808 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785896.000000 Penalty: 61624.625000
Iteration 197Q: 30 clusters Score -5.97859e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 75858 members 
Mstep: Class 3 contains 15868 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80538 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30728 members 
Mstep: Class 18 contains 14820 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3229 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32329 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785908.000000 Penalty: 61624.625000
Iteration 198Q: 30 clusters Score -5.978591e+07 nChanged 88
Entering ConstructFrom: 
Score: -59785908.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (13939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Entering Unmasked Estep 
Score: -1755142.500000 Penalty: 1550.647461
	Iteration 0F: 2 clusters Score -1755142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1745382.625000 Penalty: 3101.294922
	Iteration 0F: 3 clusters Score -1745383 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1748856.875000 Penalty: 3101.294922
	Iteration 1F: 3 clusters Score -1748857 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1749196.500000 Penalty: 3101.294922
	Iteration 2F: 3 clusters Score -1749196 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1749529.375000 Penalty: 3101.294922
	Iteration 3F: 3 clusters Score -1749529 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1749820.875000 Penalty: 3101.294922
	Iteration 4Q: 3 clusters Score -1749821 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1750063.500000 Penalty: 3101.294922
	Iteration 5Q: 3 clusters Score -1750064 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1750275.625000 Penalty: 3101.294922
	Iteration 6Q: 3 clusters Score -1750276 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1750464.000000 Penalty: 3101.294922
	Iteration 7Q: 3 clusters Score -1750464 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1750635.500000 Penalty: 3101.294922
	Iteration 8Q: 3 clusters Score -1750636 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1750788.625000 Penalty: 3101.294922
	Iteration 9Q: 3 clusters Score -1750789 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1750936.750000 Penalty: 3101.294922
	Iteration 10Q: 3 clusters Score -1750937 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1751089.375000 Penalty: 3101.294922
	Iteration 11Q: 3 clusters Score -1751089 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1751243.375000 Penalty: 3101.294922
	Iteration 12Q: 3 clusters Score -1751243 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1751399.375000 Penalty: 3101.294922
	Iteration 13Q: 3 clusters Score -1751399 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1751580.125000 Penalty: 3101.294922
	Iteration 14Q: 3 clusters Score -1751580 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1751784.250000 Penalty: 3101.294922
	Iteration 15Q: 3 clusters Score -1751784 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1752039.500000 Penalty: 3101.294922
	Iteration 16Q: 3 clusters Score -1752040 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1752325.000000 Penalty: 3101.294922
	Iteration 17Q: 3 clusters Score -1752325 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1752598.750000 Penalty: 3101.294922
	Iteration 18Q: 3 clusters Score -1752599 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1752843.000000 Penalty: 3101.294922
	Iteration 19Q: 3 clusters Score -1752843 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1753072.250000 Penalty: 3101.294922
	Iteration 20F: 3 clusters Score -1753072 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1753271.250000 Penalty: 3101.294922
	Iteration 21Q: 3 clusters Score -1753271 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1753462.625000 Penalty: 3101.294922
	Iteration 22Q: 3 clusters Score -1753463 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1753646.375000 Penalty: 3101.294922
	Iteration 23Q: 3 clusters Score -1753646 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1753775.875000 Penalty: 3101.294922
	Iteration 24Q: 3 clusters Score -1753776 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1753882.625000 Penalty: 3101.294922
	Iteration 25Q: 3 clusters Score -1753883 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -1753980.000000 Penalty: 3101.294922
	Iteration 26Q: 3 clusters Score -1753980 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1754073.250000 Penalty: 3101.294922
	Iteration 27Q: 3 clusters Score -1754073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1754148.250000 Penalty: 3101.294922
	Iteration 28Q: 3 clusters Score -1754148 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1754218.250000 Penalty: 3101.294922
	Iteration 29Q: 3 clusters Score -1754218 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1754271.375000 Penalty: 3101.294922
	Iteration 30Q: 3 clusters Score -1754271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1754303.500000 Penalty: 3101.294922
	Iteration 31Q: 3 clusters Score -1754304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1754349.500000 Penalty: 3101.294922
	Iteration 32Q: 3 clusters Score -1754350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1754383.125000 Penalty: 3101.294922
	Iteration 33Q: 3 clusters Score -1754383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1754407.500000 Penalty: 3101.294922
	Iteration 34Q: 3 clusters Score -1754408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1754429.375000 Penalty: 3101.294922
	Iteration 35Q: 3 clusters Score -1754429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1754441.250000 Penalty: 3101.294922
	Iteration 36Q: 3 clusters Score -1754441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1754455.500000 Penalty: 3101.294922
	Iteration 37Q: 3 clusters Score -1754456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1754462.000000 Penalty: 3101.294922
	Iteration 38Q: 3 clusters Score -1754462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1754480.625000 Penalty: 3101.294922
	Iteration 39Q: 3 clusters Score -1754481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1754495.000000 Penalty: 3101.294922
	Iteration 40F: 3 clusters Score -1754495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1754498.625000 Penalty: 3101.294922
	Iteration 41Q: 3 clusters Score -1754499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1754508.500000 Penalty: 3101.294922
	Iteration 42Q: 3 clusters Score -1754508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1754510.000000 Penalty: 3101.294922
	Iteration 43Q: 3 clusters Score -1754510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1754518.625000 Penalty: 3101.294922
	Iteration 44Q: 3 clusters Score -1754519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1754519.625000 Penalty: 3101.294922
	Iteration 45Q: 3 clusters Score -1754520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1754521.375000 Penalty: 3101.294922
	Iteration 46Q: 3 clusters Score -1754521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1754524.375000 Penalty: 3101.294922
	Iteration 47Q: 3 clusters Score -1754524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1754529.250000 Penalty: 3101.294922
	Iteration 48Q: 3 clusters Score -1754529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1754532.375000 Penalty: 3101.294922
	Iteration 49Q: 3 clusters Score -1754532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1754529.250000 Penalty: 3101.294922
	Iteration 50Q: 3 clusters Score -1754529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1754532.500000 Penalty: 3101.294922
	Iteration 51Q: 3 clusters Score -1754532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1754532.500000 Penalty: 3101.294922
	Iteration 52Q: 3 clusters Score -1754532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1754535.250000 Penalty: 3101.294922
	Iteration 53Q: 3 clusters Score -1754535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1754531.500000 Penalty: 3101.294922
	Iteration 54Q: 3 clusters Score -1754532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -1754531.500000 Penalty: 3101.294922
	Iteration 55F: 3 clusters Score -1754532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Entering Unmasked Estep 
Score: -9756350.000000 Penalty: 1825.989014
	Iteration 0F: 2 clusters Score -9756350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -9705972.000000 Penalty: 3651.978027
	Iteration 0F: 3 clusters Score -9705972 nChanged 36060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -9726583.000000 Penalty: 3651.978027
	Iteration 1F: 3 clusters Score -9726583 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -9727034.000000 Penalty: 3651.978027
	Iteration 2Q: 3 clusters Score -9727034 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -9727646.000000 Penalty: 3651.978027
	Iteration 3Q: 3 clusters Score -9727646 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -9728435.000000 Penalty: 3651.978027
	Iteration 4Q: 3 clusters Score -9728435 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -9729328.000000 Penalty: 3651.978027
	Iteration 5Q: 3 clusters Score -9729328 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9730422.000000 Penalty: 3651.978027
	Iteration 6Q: 3 clusters Score -9730422 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -9731587.000000 Penalty: 3651.978027
	Iteration 7Q: 3 clusters Score -9731587 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -9732991.000000 Penalty: 3651.978027
	Iteration 8Q: 3 clusters Score -9732991 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -9734597.000000 Penalty: 3651.978027
	Iteration 9Q: 3 clusters Score -9734597 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9736717.000000 Penalty: 3651.978027
	Iteration 10Q: 3 clusters Score -9736717 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -9739398.000000 Penalty: 3651.978027
	Iteration 11Q: 3 clusters Score -9739398 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -9741843.000000 Penalty: 3651.978027
	Iteration 12F: 3 clusters Score -9741843 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -9743348.000000 Penalty: 3651.978027
	Iteration 13Q: 3 clusters Score -9743348 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -9743963.000000 Penalty: 3651.978027
	Iteration 14Q: 3 clusters Score -9743963 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -9744228.000000 Penalty: 3651.978027
	Iteration 15Q: 3 clusters Score -9744228 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -9744473.000000 Penalty: 3651.978027
	Iteration 16Q: 3 clusters Score -9744473 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -9744675.000000 Penalty: 3651.978027
	Iteration 17Q: 3 clusters Score -9744675 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -9744844.000000 Penalty: 3651.978027
	Iteration 18Q: 3 clusters Score -9744844 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -9744969.000000 Penalty: 3651.978027
	Iteration 19Q: 3 clusters Score -9744969 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9745053.000000 Penalty: 3651.978027
	Iteration 20F: 3 clusters Score -9745053 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -9745108.000000 Penalty: 3651.978027
	Iteration 21Q: 3 clusters Score -9745108 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -9745166.000000 Penalty: 3651.978027
	Iteration 22Q: 3 clusters Score -9745166 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -9745277.000000 Penalty: 3651.978027
	Iteration 23Q: 3 clusters Score -9745277 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -9745372.000000 Penalty: 3651.978027
	Iteration 24Q: 3 clusters Score -9745372 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -9745484.000000 Penalty: 3651.978027
	Iteration 25Q: 3 clusters Score -9745484 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -9745632.000000 Penalty: 3651.978027
	Iteration 26Q: 3 clusters Score -9745632 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9745749.000000 Penalty: 3651.978027
	Iteration 27Q: 3 clusters Score -9745749 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -9745898.000000 Penalty: 3651.978027
	Iteration 28Q: 3 clusters Score -9745898 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -9745991.000000 Penalty: 3651.978027
	Iteration 29Q: 3 clusters Score -9745991 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -9746129.000000 Penalty: 3651.978027
	Iteration 30Q: 3 clusters Score -9746129 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -9746321.000000 Penalty: 3651.978027
	Iteration 31Q: 3 clusters Score -9746321 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -9746461.000000 Penalty: 3651.978027
	Iteration 32Q: 3 clusters Score -9746461 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -9746630.000000 Penalty: 3651.978027
	Iteration 33Q: 3 clusters Score -9746630 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -9746769.000000 Penalty: 3651.978027
	Iteration 34Q: 3 clusters Score -9746769 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -9746933.000000 Penalty: 3651.978027
	Iteration 35Q: 3 clusters Score -9746933 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -9747095.000000 Penalty: 3651.978027
	Iteration 36Q: 3 clusters Score -9747095 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -9747310.000000 Penalty: 3651.978027
	Iteration 37Q: 3 clusters Score -9747310 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -9747414.000000 Penalty: 3651.978027
	Iteration 38Q: 3 clusters Score -9747414 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -9747484.000000 Penalty: 3651.978027
	Iteration 39Q: 3 clusters Score -9747484 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -9747604.000000 Penalty: 3651.978027
	Iteration 40F: 3 clusters Score -9747604 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -9747651.000000 Penalty: 3651.978027
	Iteration 41Q: 3 clusters Score -9747651 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -9747687.000000 Penalty: 3651.978027
	Iteration 42Q: 3 clusters Score -9747687 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9747765.000000 Penalty: 3651.978027
	Iteration 43Q: 3 clusters Score -9747765 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -9747806.000000 Penalty: 3651.978027
	Iteration 44Q: 3 clusters Score -9747806 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -9747877.000000 Penalty: 3651.978027
	Iteration 45Q: 3 clusters Score -9747877 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -9747945.000000 Penalty: 3651.978027
	Iteration 46Q: 3 clusters Score -9747945 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -9747974.000000 Penalty: 3651.978027
	Iteration 47Q: 3 clusters Score -9747974 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -9748038.000000 Penalty: 3651.978027
	Iteration 48Q: 3 clusters Score -9748038 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -9748099.000000 Penalty: 3651.978027
	Iteration 49Q: 3 clusters Score -9748099 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -9748180.000000 Penalty: 3651.978027
	Iteration 50Q: 3 clusters Score -9748180 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -9748199.000000 Penalty: 3651.978027
	Iteration 51Q: 3 clusters Score -9748199 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -9748236.000000 Penalty: 3651.978027
	Iteration 52Q: 3 clusters Score -9748236 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -9748282.000000 Penalty: 3651.978027
	Iteration 53Q: 3 clusters Score -9748282 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -9748320.000000 Penalty: 3651.978027
	Iteration 54Q: 3 clusters Score -9748320 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -9748326.000000 Penalty: 3651.978027
	Iteration 55Q: 3 clusters Score -9748326 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -9748383.000000 Penalty: 3651.978027
	Iteration 56Q: 3 clusters Score -9748383 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -9748503.000000 Penalty: 3651.978027
	Iteration 57Q: 3 clusters Score -9748503 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -9748620.000000 Penalty: 3651.978027
	Iteration 58Q: 3 clusters Score -9748620 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -9748778.000000 Penalty: 3651.978027
	Iteration 59Q: 3 clusters Score -9748778 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -9748966.000000 Penalty: 3651.978027
	Iteration 60F: 3 clusters Score -9748966 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -9749200.000000 Penalty: 3651.978027
	Iteration 61Q: 3 clusters Score -9749200 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -9749534.000000 Penalty: 3651.978027
	Iteration 62Q: 3 clusters Score -9749534 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -9749901.000000 Penalty: 3651.978027
	Iteration 63Q: 3 clusters Score -9749901 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -9750362.000000 Penalty: 3651.978027
	Iteration 64Q: 3 clusters Score -9750362 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -9750803.000000 Penalty: 3651.978027
	Iteration 65Q: 3 clusters Score -9750803 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -9751281.000000 Penalty: 3651.978027
	Iteration 66Q: 3 clusters Score -9751281 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -9751752.000000 Penalty: 3651.978027
	Iteration 67Q: 3 clusters Score -9751752 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -9752134.000000 Penalty: 3651.978027
	Iteration 68Q: 3 clusters Score -9752134 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -9752538.000000 Penalty: 3651.978027
	Iteration 69Q: 3 clusters Score -9752538 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -9752796.000000 Penalty: 3651.978027
	Iteration 70Q: 3 clusters Score -9752796 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -9753065.000000 Penalty: 3651.978027
	Iteration 71Q: 3 clusters Score -9753065 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -9753304.000000 Penalty: 3651.978027
	Iteration 72Q: 3 clusters Score -9753304 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -9753453.000000 Penalty: 3651.978027
	Iteration 73Q: 3 clusters Score -9753453 nChanged 729
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9754543 nChanged 108
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Mstep: Class 1 contains 26833 members 
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	Iteration 111Q: 3 clusters Score -9754638 nChanged 47
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	Iteration 112Q: 3 clusters Score -9754631 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26005 members 
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	Iteration 113Q: 3 clusters Score -9754654 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25964 members 
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	Iteration 114Q: 3 clusters Score -9754643 nChanged 34
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Mstep: Class 1 contains 25930 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9754646 nChanged 40
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	Iteration 116Q: 3 clusters Score -9754659 nChanged 42
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	Iteration 117Q: 3 clusters Score -9754658 nChanged 35
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	Iteration 118Q: 3 clusters Score -9754655 nChanged 23
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9754660 nChanged 19
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	Iteration 120F: 3 clusters Score -9754656 nChanged 18
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	Iteration 121Q: 3 clusters Score -9754657 nChanged 10
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	Iteration 122Q: 3 clusters Score -9754657 nChanged 9
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	Iteration 123Q: 3 clusters Score -9754663 nChanged 12
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	Iteration 124Q: 3 clusters Score -9754663 nChanged 15
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	Iteration 125Q: 3 clusters Score -9754659 nChanged 7
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Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9754655 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25699 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9754657 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25691 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9754655 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25684 members 
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	Iteration 129Q: 3 clusters Score -9754658 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25678 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9754662 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25672 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9754657 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9754656 nChanged 7
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	Iteration 133Q: 3 clusters Score -9754660 nChanged 10
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	Iteration 134Q: 3 clusters Score -9754660 nChanged 7
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	Iteration 135Q: 3 clusters Score -9754662 nChanged 3
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	Iteration 136Q: 3 clusters Score -9754666 nChanged 5
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	Iteration 137Q: 3 clusters Score -9754659 nChanged 8
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	Iteration 138Q: 3 clusters Score -9754663 nChanged 10
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9754659 nChanged 7
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	Iteration 140F: 3 clusters Score -9754660 nChanged 3
Entering Unmasked Mstep 
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	Iteration 141Q: 3 clusters Score -9754659 nChanged 4
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	Iteration 142Q: 3 clusters Score -9754662 nChanged 6
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	Iteration 143Q: 3 clusters Score -9754661 nChanged 4
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	Iteration 144Q: 3 clusters Score -9754668 nChanged 2
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	Iteration 145Q: 3 clusters Score -9754660 nChanged 1
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	Iteration 146Q: 3 clusters Score -9754661 nChanged 1
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	Iteration 147Q: 3 clusters Score -9754664 nChanged 1
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	Iteration 148Q: 3 clusters Score -9754664 nChanged 2
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	Iteration 149Q: 3 clusters Score -9754665 nChanged 1
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	Iteration 150Q: 3 clusters Score -9754666 nChanged 2
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	Iteration 151Q: 3 clusters Score -9754664 nChanged 2
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	Iteration 152Q: 3 clusters Score -9754667 nChanged 2
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	Iteration 153Q: 3 clusters Score -9754665 nChanged 1
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	Iteration 154Q: 3 clusters Score -9754668 nChanged 1
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	Iteration 155Q: 3 clusters Score -9754668 nChanged 1
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	Iteration 156Q: 3 clusters Score -9754665 nChanged 3
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	Iteration 157Q: 3 clusters Score -9754666 nChanged 3
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	Iteration 158Q: 3 clusters Score -9754661 nChanged 2
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	Iteration 159Q: 3 clusters Score -9754656 nChanged 0
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	Iteration 160F: 3 clusters Score -9754656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
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	Iteration 3Q: 3 clusters Score -2053836 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2054074.125000 Penalty: 3143.685547
	Iteration 4Q: 3 clusters Score -2054074 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2054313.250000 Penalty: 3143.685547
	Iteration 5Q: 3 clusters Score -2054313 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2054620.500000 Penalty: 3143.685547
	Iteration 6Q: 3 clusters Score -2054620 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2055009.875000 Penalty: 3143.685547
	Iteration 7Q: 3 clusters Score -2055010 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2055496.750000 Penalty: 3143.685547
	Iteration 8F: 3 clusters Score -2055497 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2056109.625000 Penalty: 3143.685547
	Iteration 9F: 3 clusters Score -2056110 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2056776.875000 Penalty: 3143.685547
	Iteration 10F: 3 clusters Score -2056777 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2057418.750000 Penalty: 3143.685547
	Iteration 11F: 3 clusters Score -2057419 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2057969.750000 Penalty: 3143.685547
	Iteration 12Q: 3 clusters Score -2057970 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2058378.750000 Penalty: 3143.685547
	Iteration 13Q: 3 clusters Score -2058379 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2058647.375000 Penalty: 3143.685547
	Iteration 14Q: 3 clusters Score -2058647 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2058800.000000 Penalty: 3143.685547
	Iteration 15Q: 3 clusters Score -2058800 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2058913.125000 Penalty: 3143.685547
	Iteration 16Q: 3 clusters Score -2058913 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2058989.875000 Penalty: 3143.685547
	Iteration 17Q: 3 clusters Score -2058990 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2059025.375000 Penalty: 3143.685547
	Iteration 18Q: 3 clusters Score -2059025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2059066.500000 Penalty: 3143.685547
	Iteration 19Q: 3 clusters Score -2059066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2059089.125000 Penalty: 3143.685547
	Iteration 20F: 3 clusters Score -2059089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2059114.250000 Penalty: 3143.685547
	Iteration 21Q: 3 clusters Score -2059114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2059134.125000 Penalty: 3143.685547
	Iteration 22Q: 3 clusters Score -2059134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2059148.250000 Penalty: 3143.685547
	Iteration 23Q: 3 clusters Score -2059148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2059160.125000 Penalty: 3143.685547
	Iteration 24Q: 3 clusters Score -2059160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2059170.625000 Penalty: 3143.685547
	Iteration 25Q: 3 clusters Score -2059171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2059176.125000 Penalty: 3143.685547
	Iteration 26Q: 3 clusters Score -2059176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2059178.000000 Penalty: 3143.685547
	Iteration 27Q: 3 clusters Score -2059178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2059181.875000 Penalty: 3143.685547
	Iteration 28Q: 3 clusters Score -2059182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2059180.625000 Penalty: 3143.685547
	Iteration 29Q: 3 clusters Score -2059181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2059181.875000 Penalty: 3143.685547
	Iteration 30Q: 3 clusters Score -2059182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2059183.250000 Penalty: 3143.685547
	Iteration 31Q: 3 clusters Score -2059183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2059183.375000 Penalty: 3143.685547
	Iteration 32Q: 3 clusters Score -2059183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2059185.250000 Penalty: 3143.685547
	Iteration 33Q: 3 clusters Score -2059185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2059185.250000 Penalty: 3143.685547
	Iteration 34F: 3 clusters Score -2059185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -72476.750000 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -72476.75 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 356 members 
Entering Unmasked Estep 
Score: -71320.000000 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -71320 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71650.148438 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -71650.15 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71809.554688 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -71809.55 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -71885.015625 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -71885.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -71946.101562 Penalty: 2129.564941
	Iteration 4Q: 3 clusters Score -71946.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72018.632812 Penalty: 2129.564941
	Iteration 5Q: 3 clusters Score -72018.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -72051.164062 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -72051.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72067.773438 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -72067.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72078.132812 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -72078.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -72090.117188 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -72090.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72101.515625 Penalty: 2129.564941
	Iteration 10Q: 3 clusters Score -72101.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -72105.125000 Penalty: 2129.564941
	Iteration 11Q: 3 clusters Score -72105.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72105.460938 Penalty: 2129.564941
	Iteration 12Q: 3 clusters Score -72105.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72106.039062 Penalty: 2129.564941
	Iteration 13F: 3 clusters Score -72106.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72122.453125 Penalty: 2129.564941
	Iteration 14Q: 3 clusters Score -72122.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72123.703125 Penalty: 2129.564941
	Iteration 15Q: 3 clusters Score -72123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72124.140625 Penalty: 2129.564941
	Iteration 16Q: 3 clusters Score -72124.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72124.140625 Penalty: 2129.564941
	Iteration 17F: 3 clusters Score -72124.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -706224.625000 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -706224.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -701985.312500 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -701985.3 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -703195.500000 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -703195.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -703380.562500 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -703380.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -703506.250000 Penalty: 2794.661133
	Iteration 3Q: 3 clusters Score -703506.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -703613.187500 Penalty: 2794.661133
	Iteration 4Q: 3 clusters Score -703613.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -703728.250000 Penalty: 2794.661133
	Iteration 5Q: 3 clusters Score -703728.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -703840.812500 Penalty: 2794.661133
	Iteration 6Q: 3 clusters Score -703840.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -703957.125000 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -703957.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -704081.125000 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -704081.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -704218.125000 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -704218.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -704347.000000 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -704347 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -704457.750000 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -704457.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -704563.937500 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -704563.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -704664.812500 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -704664.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -704746.500000 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -704746.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -704809.875000 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -704809.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -704852.312500 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -704852.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -704887.812500 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -704887.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -704919.062500 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -704919.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -704939.375000 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -704939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -704959.375000 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -704959.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -704975.125000 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -704975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -704987.625000 Penalty: 2794.661133
	Iteration 22Q: 3 clusters Score -704987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -704994.812500 Penalty: 2794.661133
	Iteration 23Q: 3 clusters Score -704994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -705001.687500 Penalty: 2794.661133
	Iteration 24Q: 3 clusters Score -705001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -705009.375000 Penalty: 2794.661133
	Iteration 25Q: 3 clusters Score -705009.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -705022.437500 Penalty: 2794.661133
	Iteration 26Q: 3 clusters Score -705022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -705023.687500 Penalty: 2794.661133
	Iteration 27Q: 3 clusters Score -705023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -705025.375000 Penalty: 2794.661133
	Iteration 28Q: 3 clusters Score -705025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -705025.375000 Penalty: 2794.661133
	Iteration 29F: 3 clusters Score -705025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -681687.187500 Penalty: 1397.868774
	Iteration 0F: 2 clusters Score -681687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -677421.625000 Penalty: 2795.737549
	Iteration 0F: 3 clusters Score -677421.6 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -678682.750000 Penalty: 2795.737549
	Iteration 1F: 3 clusters Score -678682.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -678939.000000 Penalty: 2795.737549
	Iteration 2F: 3 clusters Score -678939 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -679147.375000 Penalty: 2795.737549
	Iteration 3F: 3 clusters Score -679147.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -679292.312500 Penalty: 2795.737549
	Iteration 4F: 3 clusters Score -679292.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -679406.250000 Penalty: 2795.737549
	Iteration 5Q: 3 clusters Score -679406.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -679502.312500 Penalty: 2795.737549
	Iteration 6Q: 3 clusters Score -679502.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -679590.687500 Penalty: 2795.737549
	Iteration 7Q: 3 clusters Score -679590.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -679677.875000 Penalty: 2795.737549
	Iteration 8Q: 3 clusters Score -679677.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -679774.625000 Penalty: 2795.737549
	Iteration 9Q: 3 clusters Score -679774.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -679888.625000 Penalty: 2795.737549
	Iteration 10Q: 3 clusters Score -679888.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -679987.687500 Penalty: 2795.737549
	Iteration 11Q: 3 clusters Score -679987.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -680078.875000 Penalty: 2795.737549
	Iteration 12Q: 3 clusters Score -680078.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -680145.937500 Penalty: 2795.737549
	Iteration 13Q: 3 clusters Score -680145.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -680207.312500 Penalty: 2795.737549
	Iteration 14Q: 3 clusters Score -680207.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -680267.437500 Penalty: 2795.737549
	Iteration 15Q: 3 clusters Score -680267.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -680323.187500 Penalty: 2795.737549
	Iteration 16Q: 3 clusters Score -680323.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -680380.562500 Penalty: 2795.737549
	Iteration 17Q: 3 clusters Score -680380.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -680432.187500 Penalty: 2795.737549
	Iteration 18Q: 3 clusters Score -680432.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -680485.750000 Penalty: 2795.737549
	Iteration 19Q: 3 clusters Score -680485.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -680544.000000 Penalty: 2795.737549
	Iteration 20F: 3 clusters Score -680544 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -680601.500000 Penalty: 2795.737549
	Iteration 21Q: 3 clusters Score -680601.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -680655.062500 Penalty: 2795.737549
	Iteration 22Q: 3 clusters Score -680655.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -680696.500000 Penalty: 2795.737549
	Iteration 23Q: 3 clusters Score -680696.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -680726.125000 Penalty: 2795.737549
	Iteration 24Q: 3 clusters Score -680726.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -680748.312500 Penalty: 2795.737549
	Iteration 25Q: 3 clusters Score -680748.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -680762.562500 Penalty: 2795.737549
	Iteration 26Q: 3 clusters Score -680762.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -680778.437500 Penalty: 2795.737549
	Iteration 27Q: 3 clusters Score -680778.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -680800.500000 Penalty: 2795.737549
	Iteration 28Q: 3 clusters Score -680800.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -680814.062500 Penalty: 2795.737549
	Iteration 29Q: 3 clusters Score -680814.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -680818.062500 Penalty: 2795.737549
	Iteration 30Q: 3 clusters Score -680818.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -680822.500000 Penalty: 2795.737549
	Iteration 31Q: 3 clusters Score -680822.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -680825.750000 Penalty: 2795.737549
	Iteration 32Q: 3 clusters Score -680825.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -680831.875000 Penalty: 2795.737549
	Iteration 33Q: 3 clusters Score -680831.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -680838.875000 Penalty: 2795.737549
	Iteration 34Q: 3 clusters Score -680838.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -680844.562500 Penalty: 2795.737549
	Iteration 35Q: 3 clusters Score -680844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -680849.312500 Penalty: 2795.737549
	Iteration 36Q: 3 clusters Score -680849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -680853.187500 Penalty: 2795.737549
	Iteration 37Q: 3 clusters Score -680853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -680857.312500 Penalty: 2795.737549
	Iteration 38Q: 3 clusters Score -680857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -680858.187500 Penalty: 2795.737549
	Iteration 39Q: 3 clusters Score -680858.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -680858.312500 Penalty: 2795.737549
	Iteration 40F: 3 clusters Score -680858.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -680859.500000 Penalty: 2795.737549
	Iteration 41Q: 3 clusters Score -680859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -680859.375000 Penalty: 2795.737549
	Iteration 42Q: 3 clusters Score -680859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -680859.750000 Penalty: 2795.737549
	Iteration 43Q: 3 clusters Score -680859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -680859.187500 Penalty: 2795.737549
	Iteration 44Q: 3 clusters Score -680859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -680859.187500 Penalty: 2795.737549
	Iteration 45F: 3 clusters Score -680859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -300493.156250 Penalty: 1273.794800
	Iteration 0F: 2 clusters Score -300493.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -298055.437500 Penalty: 2547.589600
	Iteration 0F: 3 clusters Score -298055.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -298855.375000 Penalty: 2547.589600
	Iteration 1F: 3 clusters Score -298855.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -299133.125000 Penalty: 2547.589600
	Iteration 2F: 3 clusters Score -299133.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -299279.031250 Penalty: 2547.589600
	Iteration 3F: 3 clusters Score -299279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -299356.687500 Penalty: 2547.589600
	Iteration 4Q: 3 clusters Score -299356.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -299421.812500 Penalty: 2547.589600
	Iteration 5Q: 3 clusters Score -299421.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -299486.968750 Penalty: 2547.589600
	Iteration 6Q: 3 clusters Score -299487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -299564.781250 Penalty: 2547.589600
	Iteration 7Q: 3 clusters Score -299564.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -299653.687500 Penalty: 2547.589600
	Iteration 8Q: 3 clusters Score -299653.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -299735.593750 Penalty: 2547.589600
	Iteration 9Q: 3 clusters Score -299735.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -299799.781250 Penalty: 2547.589600
	Iteration 10Q: 3 clusters Score -299799.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -299843.125000 Penalty: 2547.589600
	Iteration 11Q: 3 clusters Score -299843.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -299878.562500 Penalty: 2547.589600
	Iteration 12Q: 3 clusters Score -299878.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -299901.875000 Penalty: 2547.589600
	Iteration 13Q: 3 clusters Score -299901.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -299913.031250 Penalty: 2547.589600
	Iteration 14Q: 3 clusters Score -299913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -299921.000000 Penalty: 2547.589600
	Iteration 15Q: 3 clusters Score -299921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -299924.218750 Penalty: 2547.589600
	Iteration 16Q: 3 clusters Score -299924.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299925.437500 Penalty: 2547.589600
	Iteration 17Q: 3 clusters Score -299925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -299926.500000 Penalty: 2547.589600
	Iteration 18Q: 3 clusters Score -299926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -299928.781250 Penalty: 2547.589600
	Iteration 19Q: 3 clusters Score -299928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299930.000000 Penalty: 2547.589600
	Iteration 20F: 3 clusters Score -299930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -299931.000000 Penalty: 2547.589600
	Iteration 21Q: 3 clusters Score -299931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299931.000000 Penalty: 2547.589600
	Iteration 22Q: 3 clusters Score -299931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -299931.218750 Penalty: 2547.589600
	Iteration 23Q: 3 clusters Score -299931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299931.843750 Penalty: 2547.589600
	Iteration 24Q: 3 clusters Score -299931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299931.843750 Penalty: 2547.589600
	Iteration 25F: 3 clusters Score -299931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -891875.312500 Penalty: 1440.750732
	Iteration 0F: 2 clusters Score -891875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -886503.312500 Penalty: 2881.501465
	Iteration 0F: 3 clusters Score -886503.3 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -888203.375000 Penalty: 2881.501465
	Iteration 1F: 3 clusters Score -888203.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -888455.312500 Penalty: 2881.501465
	Iteration 2F: 3 clusters Score -888455.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -888648.437500 Penalty: 2881.501465
	Iteration 3F: 3 clusters Score -888648.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -888779.812500 Penalty: 2881.501465
	Iteration 4Q: 3 clusters Score -888779.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -888893.437500 Penalty: 2881.501465
	Iteration 5Q: 3 clusters Score -888893.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -888969.187500 Penalty: 2881.501465
	Iteration 6Q: 3 clusters Score -888969.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -889055.625000 Penalty: 2881.501465
	Iteration 7Q: 3 clusters Score -889055.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -889169.437500 Penalty: 2881.501465
	Iteration 8Q: 3 clusters Score -889169.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -889277.687500 Penalty: 2881.501465
	Iteration 9Q: 3 clusters Score -889277.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -889430.062500 Penalty: 2881.501465
	Iteration 10Q: 3 clusters Score -889430.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -889599.375000 Penalty: 2881.501465
	Iteration 11Q: 3 clusters Score -889599.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -889769.625000 Penalty: 2881.501465
	Iteration 12Q: 3 clusters Score -889769.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -889945.625000 Penalty: 2881.501465
	Iteration 13Q: 3 clusters Score -889945.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -890091.500000 Penalty: 2881.501465
	Iteration 14Q: 3 clusters Score -890091.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -890219.062500 Penalty: 2881.501465
	Iteration 15Q: 3 clusters Score -890219.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -890311.625000 Penalty: 2881.501465
	Iteration 16Q: 3 clusters Score -890311.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -890392.000000 Penalty: 2881.501465
	Iteration 17Q: 3 clusters Score -890392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -890455.937500 Penalty: 2881.501465
	Iteration 18Q: 3 clusters Score -890455.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -890507.437500 Penalty: 2881.501465
	Iteration 19Q: 3 clusters Score -890507.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -890556.500000 Penalty: 2881.501465
	Iteration 20F: 3 clusters Score -890556.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -890597.812500 Penalty: 2881.501465
	Iteration 21Q: 3 clusters Score -890597.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -890621.312500 Penalty: 2881.501465
	Iteration 22Q: 3 clusters Score -890621.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -890635.625000 Penalty: 2881.501465
	Iteration 23Q: 3 clusters Score -890635.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -890650.750000 Penalty: 2881.501465
	Iteration 24Q: 3 clusters Score -890650.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -890661.812500 Penalty: 2881.501465
	Iteration 25Q: 3 clusters Score -890661.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -890669.937500 Penalty: 2881.501465
	Iteration 26Q: 3 clusters Score -890669.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -890673.437500 Penalty: 2881.501465
	Iteration 27Q: 3 clusters Score -890673.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -890680.812500 Penalty: 2881.501465
	Iteration 28Q: 3 clusters Score -890680.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -890686.187500 Penalty: 2881.501465
	Iteration 29Q: 3 clusters Score -890686.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -890689.125000 Penalty: 2881.501465
	Iteration 30Q: 3 clusters Score -890689.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -890690.062500 Penalty: 2881.501465
	Iteration 31Q: 3 clusters Score -890690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -890690.312500 Penalty: 2881.501465
	Iteration 32Q: 3 clusters Score -890690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -890690.625000 Penalty: 2881.501465
	Iteration 33Q: 3 clusters Score -890690.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -890694.687500 Penalty: 2881.501465
	Iteration 34Q: 3 clusters Score -890694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -890696.312500 Penalty: 2881.501465
	Iteration 35Q: 3 clusters Score -890696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -890696.875000 Penalty: 2881.501465
	Iteration 36Q: 3 clusters Score -890696.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -890696.875000 Penalty: 2881.501465
	Iteration 37F: 3 clusters Score -890696.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Entering Unmasked Estep 
Score: -2713567.750000 Penalty: 1624.760254
	Iteration 0F: 2 clusters Score -2713568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2698557.750000 Penalty: 3249.520508
	Iteration 0F: 3 clusters Score -2698558 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2704017.500000 Penalty: 3249.520508
	Iteration 1F: 3 clusters Score -2704018 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2704482.750000 Penalty: 3249.520508
	Iteration 2F: 3 clusters Score -2704483 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2705073.000000 Penalty: 3249.520508
	Iteration 3F: 3 clusters Score -2705073 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2705868.750000 Penalty: 3249.520508
	Iteration 4F: 3 clusters Score -2705869 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2706864.000000 Penalty: 3249.520508
	Iteration 5F: 3 clusters Score -2706864 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2708079.500000 Penalty: 3249.520508
	Iteration 6F: 3 clusters Score -2708080 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2709299.000000 Penalty: 3249.520508
	Iteration 7F: 3 clusters Score -2709299 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2710301.500000 Penalty: 3249.520508
	Iteration 8F: 3 clusters Score -2710302 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2711014.250000 Penalty: 3249.520508
	Iteration 9Q: 3 clusters Score -2711014 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2711470.000000 Penalty: 3249.520508
	Iteration 10Q: 3 clusters Score -2711470 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2711766.750000 Penalty: 3249.520508
	Iteration 11Q: 3 clusters Score -2711767 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2711909.250000 Penalty: 3249.520508
	Iteration 12Q: 3 clusters Score -2711909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2711995.500000 Penalty: 3249.520508
	Iteration 13Q: 3 clusters Score -2711996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2712045.250000 Penalty: 3249.520508
	Iteration 14Q: 3 clusters Score -2712045 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2712075.750000 Penalty: 3249.520508
	Iteration 15Q: 3 clusters Score -2712076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2712092.000000 Penalty: 3249.520508
	Iteration 16Q: 3 clusters Score -2712092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2712104.500000 Penalty: 3249.520508
	Iteration 17Q: 3 clusters Score -2712104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2712113.500000 Penalty: 3249.520508
	Iteration 18Q: 3 clusters Score -2712114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2712125.000000 Penalty: 3249.520508
	Iteration 19Q: 3 clusters Score -2712125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -2712129.000000 Penalty: 3249.520508
	Iteration 20F: 3 clusters Score -2712129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2712138.750000 Penalty: 3249.520508
	Iteration 21Q: 3 clusters Score -2712139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2712138.500000 Penalty: 3249.520508
	Iteration 22Q: 3 clusters Score -2712138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2712136.750000 Penalty: 3249.520508
	Iteration 23Q: 3 clusters Score -2712137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2712139.750000 Penalty: 3249.520508
	Iteration 24Q: 3 clusters Score -2712140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2712146.000000 Penalty: 3249.520508
	Iteration 25Q: 3 clusters Score -2712146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2712145.750000 Penalty: 3249.520508
	Iteration 26Q: 3 clusters Score -2712146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -2712148.000000 Penalty: 3249.520508
	Iteration 27Q: 3 clusters Score -2712148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2712145.000000 Penalty: 3249.520508
	Iteration 28Q: 3 clusters Score -2712145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2712145.000000 Penalty: 3249.520508
	Iteration 29Q: 3 clusters Score -2712145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2712145.000000 Penalty: 3249.520508
	Iteration 30F: 3 clusters Score -2712145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Entering Unmasked Estep 
Score: -1036011.875000 Penalty: 1476.294678
	Iteration 0F: 2 clusters Score -1036012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1029588.437500 Penalty: 2952.589355
	Iteration 0F: 3 clusters Score -1029588 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1031879.937500 Penalty: 2952.589355
	Iteration 1F: 3 clusters Score -1031880 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1032328.125000 Penalty: 2952.589355
	Iteration 2F: 3 clusters Score -1032328 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1032795.312500 Penalty: 2952.589355
	Iteration 3F: 3 clusters Score -1032795 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1033186.562500 Penalty: 2952.589355
	Iteration 4F: 3 clusters Score -1033187 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1033509.875000 Penalty: 2952.589355
	Iteration 5F: 3 clusters Score -1033510 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1033769.562500 Penalty: 2952.589355
	Iteration 6Q: 3 clusters Score -1033770 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1033954.875000 Penalty: 2952.589355
	Iteration 7Q: 3 clusters Score -1033955 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1034102.312500 Penalty: 2952.589355
	Iteration 8Q: 3 clusters Score -1034102 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1034217.312500 Penalty: 2952.589355
	Iteration 9Q: 3 clusters Score -1034217 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1034324.500000 Penalty: 2952.589355
	Iteration 10Q: 3 clusters Score -1034324 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1034440.312500 Penalty: 2952.589355
	Iteration 11Q: 3 clusters Score -1034440 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1034550.437500 Penalty: 2952.589355
	Iteration 12Q: 3 clusters Score -1034550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1034631.500000 Penalty: 2952.589355
	Iteration 13Q: 3 clusters Score -1034632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1034700.812500 Penalty: 2952.589355
	Iteration 14Q: 3 clusters Score -1034701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1034741.562500 Penalty: 2952.589355
	Iteration 15Q: 3 clusters Score -1034742 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1034766.562500 Penalty: 2952.589355
	Iteration 16Q: 3 clusters Score -1034767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1034799.062500 Penalty: 2952.589355
	Iteration 17Q: 3 clusters Score -1034799 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1034822.500000 Penalty: 2952.589355
	Iteration 18Q: 3 clusters Score -1034822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1034850.375000 Penalty: 2952.589355
	Iteration 19Q: 3 clusters Score -1034850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1034870.812500 Penalty: 2952.589355
	Iteration 20F: 3 clusters Score -1034871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1034893.687500 Penalty: 2952.589355
	Iteration 21Q: 3 clusters Score -1034894 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1034920.375000 Penalty: 2952.589355
	Iteration 22Q: 3 clusters Score -1034920 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1034952.812500 Penalty: 2952.589355
	Iteration 23Q: 3 clusters Score -1034953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1034980.562500 Penalty: 2952.589355
	Iteration 24Q: 3 clusters Score -1034981 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1035005.437500 Penalty: 2952.589355
	Iteration 25Q: 3 clusters Score -1035005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1035028.125000 Penalty: 2952.589355
	Iteration 26Q: 3 clusters Score -1035028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1035052.937500 Penalty: 2952.589355
	Iteration 27Q: 3 clusters Score -1035053 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1035074.562500 Penalty: 2952.589355
	Iteration 28Q: 3 clusters Score -1035075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1035091.062500 Penalty: 2952.589355
	Iteration 29Q: 3 clusters Score -1035091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1035109.312500 Penalty: 2952.589355
	Iteration 30Q: 3 clusters Score -1035109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1035119.500000 Penalty: 2952.589355
	Iteration 31Q: 3 clusters Score -1035120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1035136.000000 Penalty: 2952.589355
	Iteration 32Q: 3 clusters Score -1035136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1035152.187500 Penalty: 2952.589355
	Iteration 33Q: 3 clusters Score -1035152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1035170.062500 Penalty: 2952.589355
	Iteration 34Q: 3 clusters Score -1035170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1035184.500000 Penalty: 2952.589355
	Iteration 35Q: 3 clusters Score -1035184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1035194.187500 Penalty: 2952.589355
	Iteration 36Q: 3 clusters Score -1035194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1035205.687500 Penalty: 2952.589355
	Iteration 37Q: 3 clusters Score -1035206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1035216.187500 Penalty: 2952.589355
	Iteration 38Q: 3 clusters Score -1035216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1035224.000000 Penalty: 2952.589355
	Iteration 39Q: 3 clusters Score -1035224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1035237.687500 Penalty: 2952.589355
	Iteration 40F: 3 clusters Score -1035238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1035249.375000 Penalty: 2952.589355
	Iteration 41Q: 3 clusters Score -1035249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1035257.937500 Penalty: 2952.589355
	Iteration 42Q: 3 clusters Score -1035258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1035260.437500 Penalty: 2952.589355
	Iteration 43Q: 3 clusters Score -1035260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1035265.375000 Penalty: 2952.589355
	Iteration 44Q: 3 clusters Score -1035265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1035267.812500 Penalty: 2952.589355
	Iteration 45Q: 3 clusters Score -1035268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1035268.000000 Penalty: 2952.589355
	Iteration 46Q: 3 clusters Score -1035268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1035270.312500 Penalty: 2952.589355
	Iteration 47Q: 3 clusters Score -1035270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1035271.812500 Penalty: 2952.589355
	Iteration 48Q: 3 clusters Score -1035272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1035272.250000 Penalty: 2952.589355
	Iteration 49Q: 3 clusters Score -1035272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1035272.437500 Penalty: 2952.589355
	Iteration 50Q: 3 clusters Score -1035272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1035271.187500 Penalty: 2952.589355
	Iteration 51Q: 3 clusters Score -1035271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1035271.687500 Penalty: 2952.589355
	Iteration 52Q: 3 clusters Score -1035272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1035273.125000 Penalty: 2952.589355
	Iteration 53Q: 3 clusters Score -1035273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1035275.812500 Penalty: 2952.589355
	Iteration 54Q: 3 clusters Score -1035276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1035278.125000 Penalty: 2952.589355
	Iteration 55Q: 3 clusters Score -1035278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1035279.687500 Penalty: 2952.589355
	Iteration 56Q: 3 clusters Score -1035280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1035278.000000 Penalty: 2952.589355
	Iteration 57Q: 3 clusters Score -1035278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1035280.187500 Penalty: 2952.589355
	Iteration 58Q: 3 clusters Score -1035280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1035281.000000 Penalty: 2952.589355
	Iteration 59Q: 3 clusters Score -1035281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1035281.187500 Penalty: 2952.589355
	Iteration 60F: 3 clusters Score -1035281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1035282.250000 Penalty: 2952.589355
	Iteration 61Q: 3 clusters Score -1035282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1035282.625000 Penalty: 2952.589355
	Iteration 62Q: 3 clusters Score -1035283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1035282.062500 Penalty: 2952.589355
	Iteration 63Q: 3 clusters Score -1035282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1035282.687500 Penalty: 2952.589355
	Iteration 64Q: 3 clusters Score -1035283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1035282.500000 Penalty: 2952.589355
	Iteration 65Q: 3 clusters Score -1035282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1035282.500000 Penalty: 2952.589355
	Iteration 66F: 3 clusters Score -1035282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -54777.167969 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -54777.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53746.281250 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -53746.28 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53941.917969 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -53941.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53999.218750 Penalty: 2017.791748
	Iteration 2Q: 3 clusters Score -53999.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54036.675781 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -54036.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54066.132812 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -54066.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54110.574219 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -54110.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54160.871094 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -54160.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54221.195312 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -54221.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54296.925781 Penalty: 2017.791748
	Iteration 8F: 3 clusters Score -54296.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54370.898438 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -54370.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54432.437500 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -54432.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54466.632812 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -54466.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54475.109375 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -54475.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54476.867188 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -54476.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54476.867188 Penalty: 2017.791748
	Iteration 14F: 3 clusters Score -54476.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Entering Unmasked Estep 
Score: -10327491.000000 Penalty: 1835.682617
	Iteration 0F: 2 clusters Score -1.032749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -10274005.000000 Penalty: 3671.365234
	Iteration 0F: 3 clusters Score -1.0274e+07 nChanged 38134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -10296705.000000 Penalty: 3671.365234
	Iteration 1F: 3 clusters Score -1.02967e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -10298371.000000 Penalty: 3671.365234
	Iteration 2Q: 3 clusters Score -1.029837e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -10301245.000000 Penalty: 3671.365234
	Iteration 3F: 3 clusters Score -1.030124e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -10305703.000000 Penalty: 3671.365234
	Iteration 4F: 3 clusters Score -1.03057e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -10311269.000000 Penalty: 3671.365234
	Iteration 5F: 3 clusters Score -1.031127e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -10316710.000000 Penalty: 3671.365234
	Iteration 6F: 3 clusters Score -1.031671e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -10320882.000000 Penalty: 3671.365234
	Iteration 7F: 3 clusters Score -1.032088e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 77757 members 
Entering Unmasked Estep 
Score: -10323547.000000 Penalty: 3671.365234
	Iteration 8Q: 3 clusters Score -1.032355e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 79258 members 
Entering Unmasked Estep 
Score: -10324880.000000 Penalty: 3671.365234
	Iteration 9Q: 3 clusters Score -1.032488e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -10325393.000000 Penalty: 3671.365234
	Iteration 10Q: 3 clusters Score -1.032539e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -10325651.000000 Penalty: 3671.365234
	Iteration 11Q: 3 clusters Score -1.032565e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -10325779.000000 Penalty: 3671.365234
	Iteration 12Q: 3 clusters Score -1.032578e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -10325851.000000 Penalty: 3671.365234
	Iteration 13Q: 3 clusters Score -1.032585e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -10325896.000000 Penalty: 3671.365234
	Iteration 14Q: 3 clusters Score -1.03259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -10325931.000000 Penalty: 3671.365234
	Iteration 15Q: 3 clusters Score -1.032593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -10325960.000000 Penalty: 3671.365234
	Iteration 16Q: 3 clusters Score -1.032596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -10325961.000000 Penalty: 3671.365234
	Iteration 17Q: 3 clusters Score -1.032596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -10325964.000000 Penalty: 3671.365234
	Iteration 18Q: 3 clusters Score -1.032596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -10325963.000000 Penalty: 3671.365234
	Iteration 19Q: 3 clusters Score -1.032596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -10325978.000000 Penalty: 3671.365234
	Iteration 20F: 3 clusters Score -1.032598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10325964.000000 Penalty: 3671.365234
	Iteration 21Q: 3 clusters Score -1.032596e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -10325970.000000 Penalty: 3671.365234
	Iteration 22Q: 3 clusters Score -1.032597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -10325971.000000 Penalty: 3671.365234
	Iteration 23Q: 3 clusters Score -1.032597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -10325974.000000 Penalty: 3671.365234
	Iteration 24Q: 3 clusters Score -1.032597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -10325973.000000 Penalty: 3671.365234
	Iteration 25Q: 3 clusters Score -1.032597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -10325975.000000 Penalty: 3671.365234
	Iteration 26Q: 3 clusters Score -1.032598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10325981.000000 Penalty: 3671.365234
	Iteration 27Q: 3 clusters Score -1.032598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -10325986.000000 Penalty: 3671.365234
	Iteration 28Q: 3 clusters Score -1.032599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -10325983.000000 Penalty: 3671.365234
	Iteration 29Q: 3 clusters Score -1.032598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80295 members 
Entering Unmasked Estep 
Score: -10325983.000000 Penalty: 3671.365234
	Iteration 30F: 3 clusters Score -1.032598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -136336.203125 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -136336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134837.140625 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -134837.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135093.796875 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -135093.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135149.890625 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -135149.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135185.125000 Penalty: 2275.996338
	Iteration 3Q: 3 clusters Score -135185.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135212.609375 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -135212.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -135234.000000 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -135250.875000 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135250.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -135271.500000 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135271.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135292.859375 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135292.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -135310.187500 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -135325.765625 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135325.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -135340.312500 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -135340.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135348.171875 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -135348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135355.640625 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -135355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -135360.562500 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -135360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135368.093750 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -135368.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -135384.109375 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -135384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135388.187500 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -135388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -135393.109375 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -135393.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135396.734375 Penalty: 2275.996338
	Iteration 19Q: 3 clusters Score -135396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -135401.937500 Penalty: 2275.996338
	Iteration 20F: 3 clusters Score -135401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -135405.046875 Penalty: 2275.996338
	Iteration 21Q: 3 clusters Score -135405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -135408.296875 Penalty: 2275.996338
	Iteration 22Q: 3 clusters Score -135408.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -135413.593750 Penalty: 2275.996338
	Iteration 23Q: 3 clusters Score -135413.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -135418.500000 Penalty: 2275.996338
	Iteration 24Q: 3 clusters Score -135418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -135420.000000 Penalty: 2275.996338
	Iteration 25Q: 3 clusters Score -135420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -135421.968750 Penalty: 2275.996338
	Iteration 26Q: 3 clusters Score -135422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -135422.968750 Penalty: 2275.996338
	Iteration 27Q: 3 clusters Score -135423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -135423.593750 Penalty: 2275.996338
	Iteration 28Q: 3 clusters Score -135423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -135423.968750 Penalty: 2275.996338
	Iteration 29Q: 3 clusters Score -135424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -135425.640625 Penalty: 2275.996338
	Iteration 30Q: 3 clusters Score -135425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135426.828125 Penalty: 2275.996338
	Iteration 31Q: 3 clusters Score -135426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -135432.000000 Penalty: 2275.996338
	Iteration 32Q: 3 clusters Score -135432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135442.109375 Penalty: 2275.996338
	Iteration 33Q: 3 clusters Score -135442.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135449.812500 Penalty: 2275.996338
	Iteration 34Q: 3 clusters Score -135449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -135454.796875 Penalty: 2275.996338
	Iteration 35Q: 3 clusters Score -135454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -135457.843750 Penalty: 2275.996338
	Iteration 36Q: 3 clusters Score -135457.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -135459.687500 Penalty: 2275.996338
	Iteration 37Q: 3 clusters Score -135459.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -135461.734375 Penalty: 2275.996338
	Iteration 38Q: 3 clusters Score -135461.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -135465.531250 Penalty: 2275.996338
	Iteration 39Q: 3 clusters Score -135465.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -135468.531250 Penalty: 2275.996338
	Iteration 40F: 3 clusters Score -135468.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -135472.031250 Penalty: 2275.996338
	Iteration 41Q: 3 clusters Score -135472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -135475.843750 Penalty: 2275.996338
	Iteration 42Q: 3 clusters Score -135475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -135477.125000 Penalty: 2275.996338
	Iteration 43Q: 3 clusters Score -135477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -135478.468750 Penalty: 2275.996338
	Iteration 44Q: 3 clusters Score -135478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -135480.000000 Penalty: 2275.996338
	Iteration 45Q: 3 clusters Score -135480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -135482.390625 Penalty: 2275.996338
	Iteration 46Q: 3 clusters Score -135482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -135483.703125 Penalty: 2275.996338
	Iteration 47Q: 3 clusters Score -135483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -135484.812500 Penalty: 2275.996338
	Iteration 48Q: 3 clusters Score -135484.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -135486.421875 Penalty: 2275.996338
	Iteration 49Q: 3 clusters Score -135486.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -135486.953125 Penalty: 2275.996338
	Iteration 50Q: 3 clusters Score -135487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -135486.953125 Penalty: 2275.996338
	Iteration 51F: 3 clusters Score -135487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Entering Unmasked Estep 
Score: -841939.875000 Penalty: 1433.770996
	Iteration 0F: 2 clusters Score -841939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -836797.750000 Penalty: 2867.541992
	Iteration 0F: 3 clusters Score -836797.8 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -838354.250000 Penalty: 2867.541992
	Iteration 1F: 3 clusters Score -838354.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -838580.062500 Penalty: 2867.541992
	Iteration 2F: 3 clusters Score -838580.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -838750.875000 Penalty: 2867.541992
	Iteration 3F: 3 clusters Score -838750.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -838882.250000 Penalty: 2867.541992
	Iteration 4Q: 3 clusters Score -838882.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -839002.125000 Penalty: 2867.541992
	Iteration 5Q: 3 clusters Score -839002.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -839116.437500 Penalty: 2867.541992
	Iteration 6Q: 3 clusters Score -839116.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -839233.375000 Penalty: 2867.541992
	Iteration 7Q: 3 clusters Score -839233.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -839369.000000 Penalty: 2867.541992
	Iteration 8Q: 3 clusters Score -839369 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -839527.312500 Penalty: 2867.541992
	Iteration 9Q: 3 clusters Score -839527.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -839691.062500 Penalty: 2867.541992
	Iteration 10Q: 3 clusters Score -839691.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -839849.562500 Penalty: 2867.541992
	Iteration 11Q: 3 clusters Score -839849.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -840025.000000 Penalty: 2867.541992
	Iteration 12Q: 3 clusters Score -840025 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -840187.125000 Penalty: 2867.541992
	Iteration 13Q: 3 clusters Score -840187.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -840312.750000 Penalty: 2867.541992
	Iteration 14Q: 3 clusters Score -840312.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -840407.125000 Penalty: 2867.541992
	Iteration 15Q: 3 clusters Score -840407.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -840498.812500 Penalty: 2867.541992
	Iteration 16Q: 3 clusters Score -840498.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -840559.062500 Penalty: 2867.541992
	Iteration 17Q: 3 clusters Score -840559.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -840598.812500 Penalty: 2867.541992
	Iteration 18Q: 3 clusters Score -840598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -840632.625000 Penalty: 2867.541992
	Iteration 19Q: 3 clusters Score -840632.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -840661.375000 Penalty: 2867.541992
	Iteration 20F: 3 clusters Score -840661.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -840679.062500 Penalty: 2867.541992
	Iteration 21Q: 3 clusters Score -840679.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -840699.875000 Penalty: 2867.541992
	Iteration 22Q: 3 clusters Score -840699.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -840720.062500 Penalty: 2867.541992
	Iteration 23Q: 3 clusters Score -840720.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -840740.687500 Penalty: 2867.541992
	Iteration 24Q: 3 clusters Score -840740.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -840754.437500 Penalty: 2867.541992
	Iteration 25Q: 3 clusters Score -840754.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -840767.062500 Penalty: 2867.541992
	Iteration 26Q: 3 clusters Score -840767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -840772.500000 Penalty: 2867.541992
	Iteration 27Q: 3 clusters Score -840772.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -840775.937500 Penalty: 2867.541992
	Iteration 28Q: 3 clusters Score -840775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -840781.625000 Penalty: 2867.541992
	Iteration 29Q: 3 clusters Score -840781.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -840786.062500 Penalty: 2867.541992
	Iteration 30Q: 3 clusters Score -840786.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -840788.500000 Penalty: 2867.541992
	Iteration 31Q: 3 clusters Score -840788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -840790.500000 Penalty: 2867.541992
	Iteration 32Q: 3 clusters Score -840790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -840791.875000 Penalty: 2867.541992
	Iteration 33Q: 3 clusters Score -840791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -840794.625000 Penalty: 2867.541992
	Iteration 34Q: 3 clusters Score -840794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -840794.625000 Penalty: 2867.541992
	Iteration 35F: 3 clusters Score -840794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Entering Unmasked Estep 
Score: -2457522.750000 Penalty: 1606.761841
	Iteration 0F: 2 clusters Score -2457523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2443994.000000 Penalty: 3213.523682
	Iteration 0F: 3 clusters Score -2443994 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2448912.500000 Penalty: 3213.523682
	Iteration 1F: 3 clusters Score -2448912 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2449285.750000 Penalty: 3213.523682
	Iteration 2Q: 3 clusters Score -2449286 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2449638.750000 Penalty: 3213.523682
	Iteration 3Q: 3 clusters Score -2449639 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2450022.000000 Penalty: 3213.523682
	Iteration 4Q: 3 clusters Score -2450022 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2450497.750000 Penalty: 3213.523682
	Iteration 5Q: 3 clusters Score -2450498 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2451018.500000 Penalty: 3213.523682
	Iteration 6F: 3 clusters Score -2451018 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -2451699.250000 Penalty: 3213.523682
	Iteration 7F: 3 clusters Score -2451699 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2452467.500000 Penalty: 3213.523682
	Iteration 8F: 3 clusters Score -2452468 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2453366.750000 Penalty: 3213.523682
	Iteration 9F: 3 clusters Score -2453367 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2454188.750000 Penalty: 3213.523682
	Iteration 10F: 3 clusters Score -2454189 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2454760.250000 Penalty: 3213.523682
	Iteration 11Q: 3 clusters Score -2454760 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2455076.500000 Penalty: 3213.523682
	Iteration 12Q: 3 clusters Score -2455076 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2455254.500000 Penalty: 3213.523682
	Iteration 13Q: 3 clusters Score -2455254 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2455359.000000 Penalty: 3213.523682
	Iteration 14Q: 3 clusters Score -2455359 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2455439.500000 Penalty: 3213.523682
	Iteration 15Q: 3 clusters Score -2455440 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2455520.000000 Penalty: 3213.523682
	Iteration 16Q: 3 clusters Score -2455520 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -2455580.750000 Penalty: 3213.523682
	Iteration 17Q: 3 clusters Score -2455581 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2455632.500000 Penalty: 3213.523682
	Iteration 18Q: 3 clusters Score -2455632 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2455692.000000 Penalty: 3213.523682
	Iteration 19Q: 3 clusters Score -2455692 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -2455737.000000 Penalty: 3213.523682
	Iteration 20F: 3 clusters Score -2455737 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2455767.750000 Penalty: 3213.523682
	Iteration 21Q: 3 clusters Score -2455768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2455800.250000 Penalty: 3213.523682
	Iteration 22Q: 3 clusters Score -2455800 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2455832.000000 Penalty: 3213.523682
	Iteration 23Q: 3 clusters Score -2455832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2455854.500000 Penalty: 3213.523682
	Iteration 24Q: 3 clusters Score -2455854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2455881.500000 Penalty: 3213.523682
	Iteration 25Q: 3 clusters Score -2455882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2455907.000000 Penalty: 3213.523682
	Iteration 26Q: 3 clusters Score -2455907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2455951.250000 Penalty: 3213.523682
	Iteration 27Q: 3 clusters Score -2455951 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2455973.250000 Penalty: 3213.523682
	Iteration 28Q: 3 clusters Score -2455973 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2455986.500000 Penalty: 3213.523682
	Iteration 29Q: 3 clusters Score -2455986 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2456008.000000 Penalty: 3213.523682
	Iteration 30Q: 3 clusters Score -2456008 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2456030.750000 Penalty: 3213.523682
	Iteration 31Q: 3 clusters Score -2456031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2456039.750000 Penalty: 3213.523682
	Iteration 32Q: 3 clusters Score -2456040 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2456058.250000 Penalty: 3213.523682
	Iteration 33Q: 3 clusters Score -2456058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2456068.750000 Penalty: 3213.523682
	Iteration 34Q: 3 clusters Score -2456069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2456089.500000 Penalty: 3213.523682
	Iteration 35Q: 3 clusters Score -2456090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2456101.750000 Penalty: 3213.523682
	Iteration 36Q: 3 clusters Score -2456102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2456116.000000 Penalty: 3213.523682
	Iteration 37Q: 3 clusters Score -2456116 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2456135.500000 Penalty: 3213.523682
	Iteration 38Q: 3 clusters Score -2456136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2456154.000000 Penalty: 3213.523682
	Iteration 39Q: 3 clusters Score -2456154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2456153.750000 Penalty: 3213.523682
	Iteration 40F: 3 clusters Score -2456154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2456167.000000 Penalty: 3213.523682
	Iteration 41Q: 3 clusters Score -2456167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2456176.500000 Penalty: 3213.523682
	Iteration 42Q: 3 clusters Score -2456176 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2456188.250000 Penalty: 3213.523682
	Iteration 43Q: 3 clusters Score -2456188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2456193.500000 Penalty: 3213.523682
	Iteration 44Q: 3 clusters Score -2456194 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2456199.750000 Penalty: 3213.523682
	Iteration 45Q: 3 clusters Score -2456200 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2456217.000000 Penalty: 3213.523682
	Iteration 46Q: 3 clusters Score -2456217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2456218.250000 Penalty: 3213.523682
	Iteration 47Q: 3 clusters Score -2456218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2456237.500000 Penalty: 3213.523682
	Iteration 48Q: 3 clusters Score -2456238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2456256.250000 Penalty: 3213.523682
	Iteration 49Q: 3 clusters Score -2456256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2456262.750000 Penalty: 3213.523682
	Iteration 50Q: 3 clusters Score -2456263 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2456281.000000 Penalty: 3213.523682
	Iteration 51Q: 3 clusters Score -2456281 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2456312.000000 Penalty: 3213.523682
	Iteration 52Q: 3 clusters Score -2456312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2456351.500000 Penalty: 3213.523682
	Iteration 53Q: 3 clusters Score -2456352 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2456382.000000 Penalty: 3213.523682
	Iteration 54Q: 3 clusters Score -2456382 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2456415.750000 Penalty: 3213.523682
	Iteration 55Q: 3 clusters Score -2456416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2456446.750000 Penalty: 3213.523682
	Iteration 56Q: 3 clusters Score -2456447 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2456480.250000 Penalty: 3213.523682
	Iteration 57Q: 3 clusters Score -2456480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2456519.500000 Penalty: 3213.523682
	Iteration 58Q: 3 clusters Score -2456520 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2456548.500000 Penalty: 3213.523682
	Iteration 59Q: 3 clusters Score -2456548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2456575.250000 Penalty: 3213.523682
	Iteration 60F: 3 clusters Score -2456575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -2456606.500000 Penalty: 3213.523682
	Iteration 61Q: 3 clusters Score -2456606 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2456632.250000 Penalty: 3213.523682
	Iteration 62Q: 3 clusters Score -2456632 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2456656.500000 Penalty: 3213.523682
	Iteration 63Q: 3 clusters Score -2456656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2456670.500000 Penalty: 3213.523682
	Iteration 64Q: 3 clusters Score -2456670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2456682.000000 Penalty: 3213.523682
	Iteration 65Q: 3 clusters Score -2456682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2456699.250000 Penalty: 3213.523682
	Iteration 66Q: 3 clusters Score -2456699 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2456705.250000 Penalty: 3213.523682
	Iteration 67Q: 3 clusters Score -2456705 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2456710.250000 Penalty: 3213.523682
	Iteration 68Q: 3 clusters Score -2456710 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2456731.000000 Penalty: 3213.523682
	Iteration 69Q: 3 clusters Score -2456731 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2456740.500000 Penalty: 3213.523682
	Iteration 70Q: 3 clusters Score -2456740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2456764.500000 Penalty: 3213.523682
	Iteration 71Q: 3 clusters Score -2456764 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2456776.500000 Penalty: 3213.523682
	Iteration 72Q: 3 clusters Score -2456776 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2456789.250000 Penalty: 3213.523682
	Iteration 73Q: 3 clusters Score -2456789 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2456811.750000 Penalty: 3213.523682
	Iteration 74Q: 3 clusters Score -2456812 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2456824.250000 Penalty: 3213.523682
	Iteration 75Q: 3 clusters Score -2456824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2456839.250000 Penalty: 3213.523682
	Iteration 76Q: 3 clusters Score -2456839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2456851.000000 Penalty: 3213.523682
	Iteration 77Q: 3 clusters Score -2456851 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2456875.000000 Penalty: 3213.523682
	Iteration 78Q: 3 clusters Score -2456875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2456879.750000 Penalty: 3213.523682
	Iteration 79Q: 3 clusters Score -2456880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2456889.750000 Penalty: 3213.523682
	Iteration 80F: 3 clusters Score -2456890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2456897.500000 Penalty: 3213.523682
	Iteration 81Q: 3 clusters Score -2456898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2456908.750000 Penalty: 3213.523682
	Iteration 82Q: 3 clusters Score -2456909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2456914.000000 Penalty: 3213.523682
	Iteration 83Q: 3 clusters Score -2456914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2456922.250000 Penalty: 3213.523682
	Iteration 84Q: 3 clusters Score -2456922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2456927.000000 Penalty: 3213.523682
	Iteration 85Q: 3 clusters Score -2456927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2456931.250000 Penalty: 3213.523682
	Iteration 86Q: 3 clusters Score -2456931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2456937.750000 Penalty: 3213.523682
	Iteration 87Q: 3 clusters Score -2456938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2456939.250000 Penalty: 3213.523682
	Iteration 88Q: 3 clusters Score -2456939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2456936.500000 Penalty: 3213.523682
	Iteration 89Q: 3 clusters Score -2456936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2456938.250000 Penalty: 3213.523682
	Iteration 90Q: 3 clusters Score -2456938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2456944.000000 Penalty: 3213.523682
	Iteration 91Q: 3 clusters Score -2456944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2456941.500000 Penalty: 3213.523682
	Iteration 92Q: 3 clusters Score -2456942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2456952.750000 Penalty: 3213.523682
	Iteration 93Q: 3 clusters Score -2456953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2456955.750000 Penalty: 3213.523682
	Iteration 94Q: 3 clusters Score -2456956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2456957.750000 Penalty: 3213.523682
	Iteration 95Q: 3 clusters Score -2456958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2456959.750000 Penalty: 3213.523682
	Iteration 96Q: 3 clusters Score -2456960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2456956.250000 Penalty: 3213.523682
	Iteration 97Q: 3 clusters Score -2456956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2456957.500000 Penalty: 3213.523682
	Iteration 98Q: 3 clusters Score -2456958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2456955.000000 Penalty: 3213.523682
	Iteration 99Q: 3 clusters Score -2456955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2456962.250000 Penalty: 3213.523682
	Iteration 100F: 3 clusters Score -2456962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2456966.500000 Penalty: 3213.523682
	Iteration 101Q: 3 clusters Score -2456966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2456965.750000 Penalty: 3213.523682
	Iteration 102Q: 3 clusters Score -2456966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2456963.500000 Penalty: 3213.523682
	Iteration 103Q: 3 clusters Score -2456964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -2456966.250000 Penalty: 3213.523682
	Iteration 104Q: 3 clusters Score -2456966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2456965.000000 Penalty: 3213.523682
	Iteration 105Q: 3 clusters Score -2456965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2456969.500000 Penalty: 3213.523682
	Iteration 106Q: 3 clusters Score -2456970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2456963.250000 Penalty: 3213.523682
	Iteration 107Q: 3 clusters Score -2456963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2456965.500000 Penalty: 3213.523682
	Iteration 108Q: 3 clusters Score -2456966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2456967.500000 Penalty: 3213.523682
	Iteration 109Q: 3 clusters Score -2456968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2456967.000000 Penalty: 3213.523682
	Iteration 110Q: 3 clusters Score -2456967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2456967.000000 Penalty: 3213.523682
	Iteration 111F: 3 clusters Score -2456967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29260.701172 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28427.480469 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28427.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28526.583984 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28526.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28542.148438 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28542.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28548.939453 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28548.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28550.738281 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -28550.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28552.250000 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -28552.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28552.250000 Penalty: 1782.559082
	Iteration 6F: 3 clusters Score -28552.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Entering Unmasked Estep 
Score: -3881804.250000 Penalty: 1679.095825
	Iteration 0F: 2 clusters Score -3881804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3861073.000000 Penalty: 3358.191650
	Iteration 0F: 3 clusters Score -3861073 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3869103.750000 Penalty: 3358.191650
	Iteration 1F: 3 clusters Score -3869104 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3869564.250000 Penalty: 3358.191650
	Iteration 2Q: 3 clusters Score -3869564 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3869978.500000 Penalty: 3358.191650
	Iteration 3Q: 3 clusters Score -3869978 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3870401.750000 Penalty: 3358.191650
	Iteration 4Q: 3 clusters Score -3870402 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3870875.750000 Penalty: 3358.191650
	Iteration 5Q: 3 clusters Score -3870876 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3871446.500000 Penalty: 3358.191650
	Iteration 6Q: 3 clusters Score -3871446 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3872035.750000 Penalty: 3358.191650
	Iteration 7Q: 3 clusters Score -3872036 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3872691.500000 Penalty: 3358.191650
	Iteration 8Q: 3 clusters Score -3872692 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3873324.500000 Penalty: 3358.191650
	Iteration 9Q: 3 clusters Score -3873324 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3873939.500000 Penalty: 3358.191650
	Iteration 10Q: 3 clusters Score -3873940 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -3874542.750000 Penalty: 3358.191650
	Iteration 11Q: 3 clusters Score -3874543 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3875162.500000 Penalty: 3358.191650
	Iteration 12Q: 3 clusters Score -3875162 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -3875772.000000 Penalty: 3358.191650
	Iteration 13Q: 3 clusters Score -3875772 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3876319.250000 Penalty: 3358.191650
	Iteration 14Q: 3 clusters Score -3876319 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3876825.250000 Penalty: 3358.191650
	Iteration 15Q: 3 clusters Score -3876825 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3877307.500000 Penalty: 3358.191650
	Iteration 16Q: 3 clusters Score -3877308 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3877783.250000 Penalty: 3358.191650
	Iteration 17Q: 3 clusters Score -3877783 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3878270.500000 Penalty: 3358.191650
	Iteration 18Q: 3 clusters Score -3878270 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3878722.000000 Penalty: 3358.191650
	Iteration 19Q: 3 clusters Score -3878722 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3879169.750000 Penalty: 3358.191650
	Iteration 20F: 3 clusters Score -3879170 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3879584.500000 Penalty: 3358.191650
	Iteration 21Q: 3 clusters Score -3879584 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3879870.500000 Penalty: 3358.191650
	Iteration 22Q: 3 clusters Score -3879870 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3880085.250000 Penalty: 3358.191650
	Iteration 23Q: 3 clusters Score -3880085 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3880229.250000 Penalty: 3358.191650
	Iteration 24Q: 3 clusters Score -3880229 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3880328.000000 Penalty: 3358.191650
	Iteration 25Q: 3 clusters Score -3880328 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3880386.250000 Penalty: 3358.191650
	Iteration 26Q: 3 clusters Score -3880386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3880413.250000 Penalty: 3358.191650
	Iteration 27Q: 3 clusters Score -3880413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3880427.250000 Penalty: 3358.191650
	Iteration 28Q: 3 clusters Score -3880427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3880435.250000 Penalty: 3358.191650
	Iteration 29Q: 3 clusters Score -3880435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3880440.500000 Penalty: 3358.191650
	Iteration 30Q: 3 clusters Score -3880440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3880456.750000 Penalty: 3358.191650
	Iteration 31Q: 3 clusters Score -3880457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3880465.500000 Penalty: 3358.191650
	Iteration 32Q: 3 clusters Score -3880466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3880475.000000 Penalty: 3358.191650
	Iteration 33Q: 3 clusters Score -3880475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3880478.000000 Penalty: 3358.191650
	Iteration 34Q: 3 clusters Score -3880478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3880481.750000 Penalty: 3358.191650
	Iteration 35Q: 3 clusters Score -3880482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3880482.250000 Penalty: 3358.191650
	Iteration 36Q: 3 clusters Score -3880482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3880479.500000 Penalty: 3358.191650
	Iteration 37Q: 3 clusters Score -3880480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3880484.750000 Penalty: 3358.191650
	Iteration 38Q: 3 clusters Score -3880485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3880489.250000 Penalty: 3358.191650
	Iteration 39Q: 3 clusters Score -3880489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3880490.000000 Penalty: 3358.191650
	Iteration 40F: 3 clusters Score -3880490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3880491.750000 Penalty: 3358.191650
	Iteration 41Q: 3 clusters Score -3880492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3880492.250000 Penalty: 3358.191650
	Iteration 42Q: 3 clusters Score -3880492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3880498.000000 Penalty: 3358.191650
	Iteration 43Q: 3 clusters Score -3880498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3880498.750000 Penalty: 3358.191650
	Iteration 44Q: 3 clusters Score -3880499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3880508.000000 Penalty: 3358.191650
	Iteration 45Q: 3 clusters Score -3880508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3880509.250000 Penalty: 3358.191650
	Iteration 46Q: 3 clusters Score -3880509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3880517.750000 Penalty: 3358.191650
	Iteration 47Q: 3 clusters Score -3880518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3880519.000000 Penalty: 3358.191650
	Iteration 48Q: 3 clusters Score -3880519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3880523.500000 Penalty: 3358.191650
	Iteration 49Q: 3 clusters Score -3880524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3880523.000000 Penalty: 3358.191650
	Iteration 50Q: 3 clusters Score -3880523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3880524.250000 Penalty: 3358.191650
	Iteration 51Q: 3 clusters Score -3880524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3880523.500000 Penalty: 3358.191650
	Iteration 52Q: 3 clusters Score -3880524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3880523.500000 Penalty: 3358.191650
	Iteration 53F: 3 clusters Score -3880524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Entering Unmasked Estep 
Score: -1921232.250000 Penalty: 1560.617676
	Iteration 0F: 2 clusters Score -1921232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1910987.500000 Penalty: 3121.235352
	Iteration 0F: 3 clusters Score -1910988 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1914465.750000 Penalty: 3121.235352
	Iteration 1F: 3 clusters Score -1914466 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1914713.250000 Penalty: 3121.235352
	Iteration 2F: 3 clusters Score -1914713 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1914911.125000 Penalty: 3121.235352
	Iteration 3Q: 3 clusters Score -1914911 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1915086.875000 Penalty: 3121.235352
	Iteration 4Q: 3 clusters Score -1915087 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1915220.750000 Penalty: 3121.235352
	Iteration 5Q: 3 clusters Score -1915221 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1915366.375000 Penalty: 3121.235352
	Iteration 6Q: 3 clusters Score -1915366 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1915503.375000 Penalty: 3121.235352
	Iteration 7Q: 3 clusters Score -1915503 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1915658.125000 Penalty: 3121.235352
	Iteration 8Q: 3 clusters Score -1915658 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1915834.750000 Penalty: 3121.235352
	Iteration 9Q: 3 clusters Score -1915835 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1916050.375000 Penalty: 3121.235352
	Iteration 10Q: 3 clusters Score -1916050 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1916321.875000 Penalty: 3121.235352
	Iteration 11Q: 3 clusters Score -1916322 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1916660.750000 Penalty: 3121.235352
	Iteration 12Q: 3 clusters Score -1916661 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1917060.500000 Penalty: 3121.235352
	Iteration 13Q: 3 clusters Score -1917060 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1917454.250000 Penalty: 3121.235352
	Iteration 14Q: 3 clusters Score -1917454 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1917803.000000 Penalty: 3121.235352
	Iteration 15Q: 3 clusters Score -1917803 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1918105.250000 Penalty: 3121.235352
	Iteration 16Q: 3 clusters Score -1918105 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1918329.375000 Penalty: 3121.235352
	Iteration 17Q: 3 clusters Score -1918329 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1918478.500000 Penalty: 3121.235352
	Iteration 18Q: 3 clusters Score -1918478 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1918599.250000 Penalty: 3121.235352
	Iteration 19Q: 3 clusters Score -1918599 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1918679.750000 Penalty: 3121.235352
	Iteration 20F: 3 clusters Score -1918680 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1918764.000000 Penalty: 3121.235352
	Iteration 21Q: 3 clusters Score -1918764 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1918843.250000 Penalty: 3121.235352
	Iteration 22Q: 3 clusters Score -1918843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1918901.250000 Penalty: 3121.235352
	Iteration 23Q: 3 clusters Score -1918901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1918934.750000 Penalty: 3121.235352
	Iteration 24Q: 3 clusters Score -1918935 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1918968.250000 Penalty: 3121.235352
	Iteration 25Q: 3 clusters Score -1918968 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1918987.750000 Penalty: 3121.235352
	Iteration 26Q: 3 clusters Score -1918988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1919014.250000 Penalty: 3121.235352
	Iteration 27Q: 3 clusters Score -1919014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1919044.125000 Penalty: 3121.235352
	Iteration 28Q: 3 clusters Score -1919044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1919067.375000 Penalty: 3121.235352
	Iteration 29Q: 3 clusters Score -1919067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1919091.125000 Penalty: 3121.235352
	Iteration 30Q: 3 clusters Score -1919091 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1919110.750000 Penalty: 3121.235352
	Iteration 31Q: 3 clusters Score -1919111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -1919130.875000 Penalty: 3121.235352
	Iteration 32Q: 3 clusters Score -1919131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1919142.250000 Penalty: 3121.235352
	Iteration 33Q: 3 clusters Score -1919142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1919153.625000 Penalty: 3121.235352
	Iteration 34Q: 3 clusters Score -1919154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1919165.750000 Penalty: 3121.235352
	Iteration 35Q: 3 clusters Score -1919166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1919169.375000 Penalty: 3121.235352
	Iteration 36Q: 3 clusters Score -1919169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1919186.250000 Penalty: 3121.235352
	Iteration 37Q: 3 clusters Score -1919186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1919203.750000 Penalty: 3121.235352
	Iteration 38Q: 3 clusters Score -1919204 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1919226.375000 Penalty: 3121.235352
	Iteration 39Q: 3 clusters Score -1919226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1919252.250000 Penalty: 3121.235352
	Iteration 40F: 3 clusters Score -1919252 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1919277.125000 Penalty: 3121.235352
	Iteration 41Q: 3 clusters Score -1919277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1919300.500000 Penalty: 3121.235352
	Iteration 42Q: 3 clusters Score -1919300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1919327.875000 Penalty: 3121.235352
	Iteration 43Q: 3 clusters Score -1919328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1919351.375000 Penalty: 3121.235352
	Iteration 44Q: 3 clusters Score -1919351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1919375.875000 Penalty: 3121.235352
	Iteration 45Q: 3 clusters Score -1919376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1919405.250000 Penalty: 3121.235352
	Iteration 46Q: 3 clusters Score -1919405 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1919432.875000 Penalty: 3121.235352
	Iteration 47Q: 3 clusters Score -1919433 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1919471.125000 Penalty: 3121.235352
	Iteration 48Q: 3 clusters Score -1919471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1919504.750000 Penalty: 3121.235352
	Iteration 49Q: 3 clusters Score -1919505 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1919545.375000 Penalty: 3121.235352
	Iteration 50Q: 3 clusters Score -1919545 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1919573.250000 Penalty: 3121.235352
	Iteration 51Q: 3 clusters Score -1919573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1919597.750000 Penalty: 3121.235352
	Iteration 52Q: 3 clusters Score -1919598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1919626.375000 Penalty: 3121.235352
	Iteration 53Q: 3 clusters Score -1919626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1919650.875000 Penalty: 3121.235352
	Iteration 54Q: 3 clusters Score -1919651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1919671.000000 Penalty: 3121.235352
	Iteration 55Q: 3 clusters Score -1919671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1919694.125000 Penalty: 3121.235352
	Iteration 56Q: 3 clusters Score -1919694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1919713.250000 Penalty: 3121.235352
	Iteration 57Q: 3 clusters Score -1919713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1919733.250000 Penalty: 3121.235352
	Iteration 58Q: 3 clusters Score -1919733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1919739.500000 Penalty: 3121.235352
	Iteration 59Q: 3 clusters Score -1919740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1919752.500000 Penalty: 3121.235352
	Iteration 60F: 3 clusters Score -1919752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1919761.500000 Penalty: 3121.235352
	Iteration 61Q: 3 clusters Score -1919762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1919775.375000 Penalty: 3121.235352
	Iteration 62Q: 3 clusters Score -1919775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1919786.500000 Penalty: 3121.235352
	Iteration 63Q: 3 clusters Score -1919786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -1919794.000000 Penalty: 3121.235352
	Iteration 64Q: 3 clusters Score -1919794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1919807.375000 Penalty: 3121.235352
	Iteration 65Q: 3 clusters Score -1919807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1919823.625000 Penalty: 3121.235352
	Iteration 66Q: 3 clusters Score -1919824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1919830.875000 Penalty: 3121.235352
	Iteration 67Q: 3 clusters Score -1919831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1919835.625000 Penalty: 3121.235352
	Iteration 68Q: 3 clusters Score -1919836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1919837.500000 Penalty: 3121.235352
	Iteration 69Q: 3 clusters Score -1919838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1919842.625000 Penalty: 3121.235352
	Iteration 70Q: 3 clusters Score -1919843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1919842.875000 Penalty: 3121.235352
	Iteration 71Q: 3 clusters Score -1919843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1919845.750000 Penalty: 3121.235352
	Iteration 72Q: 3 clusters Score -1919846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1919847.000000 Penalty: 3121.235352
	Iteration 73Q: 3 clusters Score -1919847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1919853.125000 Penalty: 3121.235352
	Iteration 74Q: 3 clusters Score -1919853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1919855.500000 Penalty: 3121.235352
	Iteration 75Q: 3 clusters Score -1919856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1919860.000000 Penalty: 3121.235352
	Iteration 76Q: 3 clusters Score -1919860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1919861.250000 Penalty: 3121.235352
	Iteration 77Q: 3 clusters Score -1919861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1919865.250000 Penalty: 3121.235352
	Iteration 78Q: 3 clusters Score -1919865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1919866.625000 Penalty: 3121.235352
	Iteration 79Q: 3 clusters Score -1919867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1919869.375000 Penalty: 3121.235352
	Iteration 80F: 3 clusters Score -1919869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1919868.875000 Penalty: 3121.235352
	Iteration 81Q: 3 clusters Score -1919869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1919868.625000 Penalty: 3121.235352
	Iteration 82Q: 3 clusters Score -1919869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1919872.125000 Penalty: 3121.235352
	Iteration 83Q: 3 clusters Score -1919872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -1919873.500000 Penalty: 3121.235352
	Iteration 84Q: 3 clusters Score -1919874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1919874.500000 Penalty: 3121.235352
	Iteration 85Q: 3 clusters Score -1919874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -1919877.000000 Penalty: 3121.235352
	Iteration 86Q: 3 clusters Score -1919877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1919879.125000 Penalty: 3121.235352
	Iteration 87Q: 3 clusters Score -1919879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1919882.625000 Penalty: 3121.235352
	Iteration 88Q: 3 clusters Score -1919883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1919884.875000 Penalty: 3121.235352
	Iteration 89Q: 3 clusters Score -1919885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1919891.000000 Penalty: 3121.235352
	Iteration 90Q: 3 clusters Score -1919891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1919891.375000 Penalty: 3121.235352
	Iteration 91Q: 3 clusters Score -1919891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1919893.500000 Penalty: 3121.235352
	Iteration 92Q: 3 clusters Score -1919894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1919893.625000 Penalty: 3121.235352
	Iteration 93Q: 3 clusters Score -1919894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -1919896.375000 Penalty: 3121.235352
	Iteration 94Q: 3 clusters Score -1919896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1919897.875000 Penalty: 3121.235352
	Iteration 95Q: 3 clusters Score -1919898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1919899.125000 Penalty: 3121.235352
	Iteration 96Q: 3 clusters Score -1919899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1919899.125000 Penalty: 3121.235352
	Iteration 97F: 3 clusters Score -1919899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -315934.906250 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -315934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -313508.062500 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -313508.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -314035.375000 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -314035.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -314170.812500 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -314170.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -314257.281250 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -314257.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -314317.468750 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -314317.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -314353.625000 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -314353.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -314378.312500 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -314378.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -314401.625000 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -314401.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -314428.656250 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -314428.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -314460.812500 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -314460.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -314481.593750 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -314481.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -314496.406250 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -314496.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -314512.750000 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -314512.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -314526.562500 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -314526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -314534.187500 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -314534.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -314539.593750 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -314539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -314544.250000 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -314544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -314547.187500 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -314547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -314551.000000 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -314551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -314556.250000 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -314556.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -314559.406250 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -314559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -314562.906250 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -314562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -314565.312500 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -314565.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -314568.875000 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -314568.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -314570.062500 Penalty: 2539.548584
	Iteration 24Q: 3 clusters Score -314570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -314571.812500 Penalty: 2539.548584
	Iteration 25Q: 3 clusters Score -314571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -314574.875000 Penalty: 2539.548584
	Iteration 26Q: 3 clusters Score -314574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -314578.187500 Penalty: 2539.548584
	Iteration 27Q: 3 clusters Score -314578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -314584.968750 Penalty: 2539.548584
	Iteration 28Q: 3 clusters Score -314585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -314588.687500 Penalty: 2539.548584
	Iteration 29Q: 3 clusters Score -314588.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -314593.093750 Penalty: 2539.548584
	Iteration 30Q: 3 clusters Score -314593.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -314595.843750 Penalty: 2539.548584
	Iteration 31Q: 3 clusters Score -314595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314598.281250 Penalty: 2539.548584
	Iteration 32Q: 3 clusters Score -314598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -314600.375000 Penalty: 2539.548584
	Iteration 33Q: 3 clusters Score -314600.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -314602.406250 Penalty: 2539.548584
	Iteration 34Q: 3 clusters Score -314602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -314603.000000 Penalty: 2539.548584
	Iteration 35Q: 3 clusters Score -314603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -314603.031250 Penalty: 2539.548584
	Iteration 36Q: 3 clusters Score -314603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -314603.625000 Penalty: 2539.548584
	Iteration 37Q: 3 clusters Score -314603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -314605.718750 Penalty: 2539.548584
	Iteration 38Q: 3 clusters Score -314605.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -314606.406250 Penalty: 2539.548584
	Iteration 39Q: 3 clusters Score -314606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -314608.000000 Penalty: 2539.548584
	Iteration 40F: 3 clusters Score -314608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -314608.312500 Penalty: 2539.548584
	Iteration 41Q: 3 clusters Score -314608.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -314608.625000 Penalty: 2539.548584
	Iteration 42Q: 3 clusters Score -314608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -314610.031250 Penalty: 2539.548584
	Iteration 43Q: 3 clusters Score -314610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -314611.781250 Penalty: 2539.548584
	Iteration 44Q: 3 clusters Score -314611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -314614.812500 Penalty: 2539.548584
	Iteration 45Q: 3 clusters Score -314614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -314619.062500 Penalty: 2539.548584
	Iteration 46Q: 3 clusters Score -314619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -314624.750000 Penalty: 2539.548584
	Iteration 47Q: 3 clusters Score -314624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -314632.218750 Penalty: 2539.548584
	Iteration 48Q: 3 clusters Score -314632.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -314637.375000 Penalty: 2539.548584
	Iteration 49Q: 3 clusters Score -314637.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -314645.156250 Penalty: 2539.548584
	Iteration 50Q: 3 clusters Score -314645.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -314650.187500 Penalty: 2539.548584
	Iteration 51Q: 3 clusters Score -314650.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -314655.843750 Penalty: 2539.548584
	Iteration 52Q: 3 clusters Score -314655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -314659.531250 Penalty: 2539.548584
	Iteration 53Q: 3 clusters Score -314659.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -314662.781250 Penalty: 2539.548584
	Iteration 54Q: 3 clusters Score -314662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -314666.750000 Penalty: 2539.548584
	Iteration 55Q: 3 clusters Score -314666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -314668.656250 Penalty: 2539.548584
	Iteration 56Q: 3 clusters Score -314668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -314669.843750 Penalty: 2539.548584
	Iteration 57Q: 3 clusters Score -314669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -314672.093750 Penalty: 2539.548584
	Iteration 58Q: 3 clusters Score -314672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -314674.406250 Penalty: 2539.548584
	Iteration 59Q: 3 clusters Score -314674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -314675.062500 Penalty: 2539.548584
	Iteration 60F: 3 clusters Score -314675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -314675.500000 Penalty: 2539.548584
	Iteration 61Q: 3 clusters Score -314675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -314677.781250 Penalty: 2539.548584
	Iteration 62Q: 3 clusters Score -314677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -314682.562500 Penalty: 2539.548584
	Iteration 63Q: 3 clusters Score -314682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -314686.437500 Penalty: 2539.548584
	Iteration 64Q: 3 clusters Score -314686.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -314687.437500 Penalty: 2539.548584
	Iteration 65Q: 3 clusters Score -314687.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -314689.625000 Penalty: 2539.548584
	Iteration 66Q: 3 clusters Score -314689.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -314691.250000 Penalty: 2539.548584
	Iteration 67Q: 3 clusters Score -314691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -314693.031250 Penalty: 2539.548584
	Iteration 68Q: 3 clusters Score -314693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -314693.968750 Penalty: 2539.548584
	Iteration 69Q: 3 clusters Score -314694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -314693.968750 Penalty: 2539.548584
	Iteration 70F: 3 clusters Score -314694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -384131.343750 Penalty: 1313.038574
	Iteration 0F: 2 clusters Score -384131.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -381264.687500 Penalty: 2626.077148
	Iteration 0F: 3 clusters Score -381264.7 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -382116.937500 Penalty: 2626.077148
	Iteration 1F: 3 clusters Score -382116.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -382356.781250 Penalty: 2626.077148
	Iteration 2F: 3 clusters Score -382356.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -382497.968750 Penalty: 2626.077148
	Iteration 3F: 3 clusters Score -382498 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -382616.500000 Penalty: 2626.077148
	Iteration 4F: 3 clusters Score -382616.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382707.218750 Penalty: 2626.077148
	Iteration 5Q: 3 clusters Score -382707.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382784.218750 Penalty: 2626.077148
	Iteration 6Q: 3 clusters Score -382784.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -382839.593750 Penalty: 2626.077148
	Iteration 7Q: 3 clusters Score -382839.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -382884.750000 Penalty: 2626.077148
	Iteration 8Q: 3 clusters Score -382884.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -382927.656250 Penalty: 2626.077148
	Iteration 9Q: 3 clusters Score -382927.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -382976.718750 Penalty: 2626.077148
	Iteration 10Q: 3 clusters Score -382976.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -383029.218750 Penalty: 2626.077148
	Iteration 11Q: 3 clusters Score -383029.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -383085.500000 Penalty: 2626.077148
	Iteration 12Q: 3 clusters Score -383085.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -383148.781250 Penalty: 2626.077148
	Iteration 13Q: 3 clusters Score -383148.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -383216.812500 Penalty: 2626.077148
	Iteration 14Q: 3 clusters Score -383216.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -383277.656250 Penalty: 2626.077148
	Iteration 15Q: 3 clusters Score -383277.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -383327.937500 Penalty: 2626.077148
	Iteration 16Q: 3 clusters Score -383327.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -383365.281250 Penalty: 2626.077148
	Iteration 17Q: 3 clusters Score -383365.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -383404.500000 Penalty: 2626.077148
	Iteration 18Q: 3 clusters Score -383404.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -383432.218750 Penalty: 2626.077148
	Iteration 19Q: 3 clusters Score -383432.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -383456.531250 Penalty: 2626.077148
	Iteration 20F: 3 clusters Score -383456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -383468.593750 Penalty: 2626.077148
	Iteration 21Q: 3 clusters Score -383468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -383475.218750 Penalty: 2626.077148
	Iteration 22Q: 3 clusters Score -383475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -383479.218750 Penalty: 2626.077148
	Iteration 23Q: 3 clusters Score -383479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -383483.937500 Penalty: 2626.077148
	Iteration 24Q: 3 clusters Score -383483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -383488.031250 Penalty: 2626.077148
	Iteration 25Q: 3 clusters Score -383488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -383489.281250 Penalty: 2626.077148
	Iteration 26Q: 3 clusters Score -383489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -383488.875000 Penalty: 2626.077148
	Iteration 27Q: 3 clusters Score -383488.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -383488.875000 Penalty: 2626.077148
	Iteration 28F: 3 clusters Score -383488.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12064.962891 Penalty: 876.464478
	Iteration 0F: 2 clusters Score -12064.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11542.824219 Penalty: 1752.928955
	Iteration 0F: 3 clusters Score -11542.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -11954.352539 Penalty: 1752.928955
	Iteration 1F: 3 clusters Score -11954.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12134.489258 Penalty: 1752.928955
	Iteration 2F: 3 clusters Score -12134.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12303.170898 Penalty: 1752.928955
	Iteration 3F: 3 clusters Score -12303.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12460.051758 Penalty: 1752.928955
	Iteration 4Q: 3 clusters Score -12460.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12499.199219 Penalty: 1752.928955
	Iteration 5Q: 3 clusters Score -12499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12547.257812 Penalty: 1752.928955
	Iteration 6Q: 3 clusters Score -12547.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12547.257812 Penalty: 1752.928955
	Iteration 7F: 3 clusters Score -12547.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 75876 members 
Mstep: Class 3 contains 15881 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80540 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14821 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 95 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32347 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107004 members 
Mstep: Class 30 contains 125 members 
Entering Unmasked Estep 
Score: -59785156.000000 Penalty: 63749.609375
Splitting cluster 21 changes total score from -59785908.000000 to -59785156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138406.578125 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -136893.234375 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136893.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137142.906250 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137142.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137223.046875 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137223 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -137271.125000 Penalty: 2271.533936
	Iteration 3Q: 3 clusters Score -137271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -137297.406250 Penalty: 2271.533936
	Iteration 4Q: 3 clusters Score -137297.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137311.015625 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -137311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137325.031250 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -137325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137337.812500 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -137337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137345.140625 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -137345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137349.718750 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -137349.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137351.000000 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -137351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137351.250000 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -137351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137351.250000 Penalty: 2271.533936
	Iteration 12F: 3 clusters Score -137351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Entering Unmasked Estep 
Score: -4197138.500000 Penalty: 1687.444946
	Iteration 0F: 2 clusters Score -4197138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4175295.250000 Penalty: 3374.889893
	Iteration 0F: 3 clusters Score -4175295 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4183858.750000 Penalty: 3374.889893
	Iteration 1F: 3 clusters Score -4183859 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -4184385.750000 Penalty: 3374.889893
	Iteration 2Q: 3 clusters Score -4184386 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -4184931.500000 Penalty: 3374.889893
	Iteration 3Q: 3 clusters Score -4184932 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4185508.500000 Penalty: 3374.889893
	Iteration 4Q: 3 clusters Score -4185508 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4186183.750000 Penalty: 3374.889893
	Iteration 5Q: 3 clusters Score -4186184 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4186985.250000 Penalty: 3374.889893
	Iteration 6Q: 3 clusters Score -4186985 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4187946.000000 Penalty: 3374.889893
	Iteration 7Q: 3 clusters Score -4187946 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4189036.000000 Penalty: 3374.889893
	Iteration 8F: 3 clusters Score -4189036 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4190224.000000 Penalty: 3374.889893
	Iteration 9F: 3 clusters Score -4190224 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4191465.000000 Penalty: 3374.889893
	Iteration 10F: 3 clusters Score -4191465 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4192567.500000 Penalty: 3374.889893
	Iteration 11Q: 3 clusters Score -4192568 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4193508.750000 Penalty: 3374.889893
	Iteration 12Q: 3 clusters Score -4193509 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4194203.750000 Penalty: 3374.889893
	Iteration 13Q: 3 clusters Score -4194204 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4194712.500000 Penalty: 3374.889893
	Iteration 14Q: 3 clusters Score -4194712 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4195026.000000 Penalty: 3374.889893
	Iteration 15Q: 3 clusters Score -4195026 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4195225.500000 Penalty: 3374.889893
	Iteration 16Q: 3 clusters Score -4195226 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4195375.000000 Penalty: 3374.889893
	Iteration 17Q: 3 clusters Score -4195375 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4195482.500000 Penalty: 3374.889893
	Iteration 18Q: 3 clusters Score -4195482 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4195564.500000 Penalty: 3374.889893
	Iteration 19Q: 3 clusters Score -4195564 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4195621.500000 Penalty: 3374.889893
	Iteration 20F: 3 clusters Score -4195622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4195665.000000 Penalty: 3374.889893
	Iteration 21Q: 3 clusters Score -4195665 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4195691.000000 Penalty: 3374.889893
	Iteration 22Q: 3 clusters Score -4195691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4195709.000000 Penalty: 3374.889893
	Iteration 23Q: 3 clusters Score -4195709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4195714.500000 Penalty: 3374.889893
	Iteration 24Q: 3 clusters Score -4195714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -4195723.000000 Penalty: 3374.889893
	Iteration 25Q: 3 clusters Score -4195723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4195727.000000 Penalty: 3374.889893
	Iteration 26Q: 3 clusters Score -4195727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -4195730.500000 Penalty: 3374.889893
	Iteration 27Q: 3 clusters Score -4195730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4195735.000000 Penalty: 3374.889893
	Iteration 28Q: 3 clusters Score -4195735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4195735.500000 Penalty: 3374.889893
	Iteration 29Q: 3 clusters Score -4195736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4195750.000000 Penalty: 3374.889893
	Iteration 30Q: 3 clusters Score -4195750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4195751.500000 Penalty: 3374.889893
	Iteration 31Q: 3 clusters Score -4195752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4195755.000000 Penalty: 3374.889893
	Iteration 32Q: 3 clusters Score -4195755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4195759.000000 Penalty: 3374.889893
	Iteration 33Q: 3 clusters Score -4195759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -4195760.500000 Penalty: 3374.889893
	Iteration 34Q: 3 clusters Score -4195760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4195763.000000 Penalty: 3374.889893
	Iteration 35Q: 3 clusters Score -4195763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4195764.500000 Penalty: 3374.889893
	Iteration 36Q: 3 clusters Score -4195764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4195770.000000 Penalty: 3374.889893
	Iteration 37Q: 3 clusters Score -4195770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4195767.500000 Penalty: 3374.889893
	Iteration 38Q: 3 clusters Score -4195768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4195770.500000 Penalty: 3374.889893
	Iteration 39Q: 3 clusters Score -4195770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -4195771.000000 Penalty: 3374.889893
	Iteration 40F: 3 clusters Score -4195771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4195771.000000 Penalty: 3374.889893
	Iteration 41Q: 3 clusters Score -4195771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4195773.500000 Penalty: 3374.889893
	Iteration 42Q: 3 clusters Score -4195774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4195773.500000 Penalty: 3374.889893
	Iteration 43F: 3 clusters Score -4195774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -16203.360352 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -16203.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15560.070312 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -15560.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15700.254883 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -15700.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15774.966797 Penalty: 1669.134521
	Iteration 2Q: 3 clusters Score -15774.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15793.900391 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -15793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15793.900391 Penalty: 1669.134521
	Iteration 4F: 3 clusters Score -15793.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Entering Unmasked Estep 
Score: -1536924.875000 Penalty: 1523.700317
	Iteration 0F: 2 clusters Score -1536925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1528648.250000 Penalty: 3047.400635
	Iteration 0F: 3 clusters Score -1528648 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1531306.875000 Penalty: 3047.400635
	Iteration 1F: 3 clusters Score -1531307 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1531531.125000 Penalty: 3047.400635
	Iteration 2F: 3 clusters Score -1531531 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1531692.125000 Penalty: 3047.400635
	Iteration 3Q: 3 clusters Score -1531692 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1531823.500000 Penalty: 3047.400635
	Iteration 4Q: 3 clusters Score -1531824 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1531956.750000 Penalty: 3047.400635
	Iteration 5Q: 3 clusters Score -1531957 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1532087.250000 Penalty: 3047.400635
	Iteration 6Q: 3 clusters Score -1532087 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1532222.500000 Penalty: 3047.400635
	Iteration 7Q: 3 clusters Score -1532222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1532366.125000 Penalty: 3047.400635
	Iteration 8Q: 3 clusters Score -1532366 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1532514.500000 Penalty: 3047.400635
	Iteration 9Q: 3 clusters Score -1532514 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1532677.625000 Penalty: 3047.400635
	Iteration 10Q: 3 clusters Score -1532678 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1532864.500000 Penalty: 3047.400635
	Iteration 11Q: 3 clusters Score -1532864 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1533108.625000 Penalty: 3047.400635
	Iteration 12Q: 3 clusters Score -1533109 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1533370.875000 Penalty: 3047.400635
	Iteration 13Q: 3 clusters Score -1533371 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1533673.500000 Penalty: 3047.400635
	Iteration 14Q: 3 clusters Score -1533674 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1533969.875000 Penalty: 3047.400635
	Iteration 15Q: 3 clusters Score -1533970 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1534176.000000 Penalty: 3047.400635
	Iteration 16Q: 3 clusters Score -1534176 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1534291.000000 Penalty: 3047.400635
	Iteration 17Q: 3 clusters Score -1534291 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1534355.250000 Penalty: 3047.400635
	Iteration 18Q: 3 clusters Score -1534355 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1534401.125000 Penalty: 3047.400635
	Iteration 19Q: 3 clusters Score -1534401 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1534430.000000 Penalty: 3047.400635
	Iteration 20F: 3 clusters Score -1534430 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1534453.750000 Penalty: 3047.400635
	Iteration 21Q: 3 clusters Score -1534454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1534468.125000 Penalty: 3047.400635
	Iteration 22Q: 3 clusters Score -1534468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1534474.500000 Penalty: 3047.400635
	Iteration 23Q: 3 clusters Score -1534474 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1534487.375000 Penalty: 3047.400635
	Iteration 24Q: 3 clusters Score -1534487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1534494.250000 Penalty: 3047.400635
	Iteration 25Q: 3 clusters Score -1534494 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1534501.375000 Penalty: 3047.400635
	Iteration 26Q: 3 clusters Score -1534501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1534511.750000 Penalty: 3047.400635
	Iteration 27Q: 3 clusters Score -1534512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1534516.000000 Penalty: 3047.400635
	Iteration 28Q: 3 clusters Score -1534516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1534516.000000 Penalty: 3047.400635
	Iteration 29Q: 3 clusters Score -1534516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1534524.875000 Penalty: 3047.400635
	Iteration 30Q: 3 clusters Score -1534525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1534527.750000 Penalty: 3047.400635
	Iteration 31Q: 3 clusters Score -1534528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1534537.875000 Penalty: 3047.400635
	Iteration 32Q: 3 clusters Score -1534538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1534540.750000 Penalty: 3047.400635
	Iteration 33Q: 3 clusters Score -1534541 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1534546 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1534547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1534554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1534560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1534563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1534565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1534566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1534569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1534572 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1534579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1534610 nChanged 37
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Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1534618 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1534621 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1534626 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1534628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1534633 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1534636 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1534655 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5600 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1534660 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1534669 nChanged 57
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Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1534680 nChanged 55
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Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1534689 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1534701 nChanged 58
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Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1534713 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1534720 nChanged 61
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Mstep: Class 1 contains 5924 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1534728 nChanged 54
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Mstep: Class 1 contains 5974 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6079 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1534816 nChanged 85
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Mstep: Class 1 contains 6297 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1534839 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1534858 nChanged 80
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Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1534877 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6520 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1534894 nChanged 67
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Mstep: Class 1 contains 6579 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1534905 nChanged 63
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Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6698 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6752 members 
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	Iteration 77Q: 3 clusters Score -1534941 nChanged 50
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Mstep: Class 1 contains 6800 members 
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Mstep: Class 1 contains 6848 members 
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	Iteration 79Q: 3 clusters Score -1534958 nChanged 43
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Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1534972 nChanged 58
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Mstep: Class 1 contains 6947 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7004 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7055 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7099 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1535011 nChanged 29
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Mstep: Class 1 contains 7128 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1535014 nChanged 31
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Mstep: Class 1 contains 7159 members 
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	Iteration 86Q: 3 clusters Score -1535021 nChanged 29
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Mstep: Class 1 contains 7188 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1535020 nChanged 31
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Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 4592 members 
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Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1535031 nChanged 29
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Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4539 members 
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Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4502 members 
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Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4424 members 
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Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1535055 nChanged 39
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Mstep: Class 1 contains 7466 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1535068 nChanged 39
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Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1535072 nChanged 33
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Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4271 members 
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	Iteration 97Q: 3 clusters Score -1535076 nChanged 32
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Mstep: Class 1 contains 7568 members 
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4212 members 
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	Iteration 99Q: 3 clusters Score -1535086 nChanged 28
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Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1535090 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1535092 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1535094 nChanged 21
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Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1535096 nChanged 23
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Mstep: Class 1 contains 7712 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1535099 nChanged 25
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Mstep: Class 1 contains 7735 members 
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	Iteration 105Q: 3 clusters Score -1535105 nChanged 29
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Mstep: Class 1 contains 7760 members 
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	Iteration 106Q: 3 clusters Score -1535109 nChanged 25
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Mstep: Class 1 contains 7785 members 
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	Iteration 107Q: 3 clusters Score -1535113 nChanged 16
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Mstep: Class 1 contains 7801 members 
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	Iteration 108Q: 3 clusters Score -1535111 nChanged 19
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Mstep: Class 1 contains 7818 members 
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	Iteration 109Q: 3 clusters Score -1535115 nChanged 17
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Mstep: Class 1 contains 7835 members 
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	Iteration 110Q: 3 clusters Score -1535118 nChanged 17
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Mstep: Class 1 contains 7852 members 
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	Iteration 111Q: 3 clusters Score -1535124 nChanged 18
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Mstep: Class 1 contains 7870 members 
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	Iteration 112Q: 3 clusters Score -1535126 nChanged 14
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Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3925 members 
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	Iteration 113Q: 3 clusters Score -1535124 nChanged 13
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Mstep: Class 1 contains 7895 members 
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	Iteration 114Q: 3 clusters Score -1535124 nChanged 12
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Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1535122.000000 Penalty: 3047.400635
	Iteration 115Q: 3 clusters Score -1535122 nChanged 7
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Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1535124 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1535123 nChanged 8
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Mstep: Class 1 contains 7923 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1535130 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1535134 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1535134 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1535137.750000 Penalty: 3047.400635
	Iteration 121Q: 3 clusters Score -1535138 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1535135 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1535136 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1535138 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1535141.125000 Penalty: 3047.400635
	Iteration 125Q: 3 clusters Score -1535141 nChanged 6
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Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1535139.875000 Penalty: 3047.400635
	Iteration 126Q: 3 clusters Score -1535140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1535136.875000 Penalty: 3047.400635
	Iteration 127Q: 3 clusters Score -1535137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1535136.000000 Penalty: 3047.400635
	Iteration 128Q: 3 clusters Score -1535136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1535139.125000 Penalty: 3047.400635
	Iteration 129Q: 3 clusters Score -1535139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1535141.125000 Penalty: 3047.400635
	Iteration 130Q: 3 clusters Score -1535141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1535139.875000 Penalty: 3047.400635
	Iteration 131Q: 3 clusters Score -1535140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1535142.750000 Penalty: 3047.400635
	Iteration 132Q: 3 clusters Score -1535143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1535141.750000 Penalty: 3047.400635
	Iteration 133Q: 3 clusters Score -1535142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1535143.625000 Penalty: 3047.400635
	Iteration 134Q: 3 clusters Score -1535144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1535144.875000 Penalty: 3047.400635
	Iteration 135Q: 3 clusters Score -1535145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1535145.875000 Penalty: 3047.400635
	Iteration 136Q: 3 clusters Score -1535146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1535146.125000 Penalty: 3047.400635
	Iteration 137Q: 3 clusters Score -1535146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1535151.125000 Penalty: 3047.400635
	Iteration 138Q: 3 clusters Score -1535151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1535154.625000 Penalty: 3047.400635
	Iteration 139Q: 3 clusters Score -1535155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1535155.250000 Penalty: 3047.400635
	Iteration 140F: 3 clusters Score -1535155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1535155.375000 Penalty: 3047.400635
	Iteration 141Q: 3 clusters Score -1535155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1535153.625000 Penalty: 3047.400635
	Iteration 142Q: 3 clusters Score -1535154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1535156.000000 Penalty: 3047.400635
	Iteration 143Q: 3 clusters Score -1535156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1535158.625000 Penalty: 3047.400635
	Iteration 144Q: 3 clusters Score -1535159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1535159.875000 Penalty: 3047.400635
	Iteration 145Q: 3 clusters Score -1535160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1535161.750000 Penalty: 3047.400635
	Iteration 146Q: 3 clusters Score -1535162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1535163.875000 Penalty: 3047.400635
	Iteration 147Q: 3 clusters Score -1535164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1535168.250000 Penalty: 3047.400635
	Iteration 148Q: 3 clusters Score -1535168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1535165.625000 Penalty: 3047.400635
	Iteration 149Q: 3 clusters Score -1535166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1535162.750000 Penalty: 3047.400635
	Iteration 150Q: 3 clusters Score -1535163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1535167.375000 Penalty: 3047.400635
	Iteration 151Q: 3 clusters Score -1535167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1535167.000000 Penalty: 3047.400635
	Iteration 152Q: 3 clusters Score -1535167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1535170.125000 Penalty: 3047.400635
	Iteration 153Q: 3 clusters Score -1535170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1535173.125000 Penalty: 3047.400635
	Iteration 154Q: 3 clusters Score -1535173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1535176.625000 Penalty: 3047.400635
	Iteration 155Q: 3 clusters Score -1535177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1535182.125000 Penalty: 3047.400635
	Iteration 156Q: 3 clusters Score -1535182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1535183.250000 Penalty: 3047.400635
	Iteration 157Q: 3 clusters Score -1535183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1535182.125000 Penalty: 3047.400635
	Iteration 158Q: 3 clusters Score -1535182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1535186.125000 Penalty: 3047.400635
	Iteration 159Q: 3 clusters Score -1535186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1535186.875000 Penalty: 3047.400635
	Iteration 160F: 3 clusters Score -1535187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1535187.375000 Penalty: 3047.400635
	Iteration 161Q: 3 clusters Score -1535187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1535188.500000 Penalty: 3047.400635
	Iteration 162Q: 3 clusters Score -1535188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1535191.250000 Penalty: 3047.400635
	Iteration 163Q: 3 clusters Score -1535191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1535186.750000 Penalty: 3047.400635
	Iteration 164Q: 3 clusters Score -1535187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1535189.625000 Penalty: 3047.400635
	Iteration 165Q: 3 clusters Score -1535190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1535189.625000 Penalty: 3047.400635
	Iteration 166Q: 3 clusters Score -1535190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1535187.625000 Penalty: 3047.400635
	Iteration 167Q: 3 clusters Score -1535188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1535187.625000 Penalty: 3047.400635
	Iteration 168F: 3 clusters Score -1535188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -839856.312500 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -839856.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -834746.687500 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -834746.7 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -836342.375000 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -836342.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -836702.500000 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -836702.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -837008.687500 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -837008.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -837283.187500 Penalty: 2863.011230
	Iteration 4F: 3 clusters Score -837283.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -837528.875000 Penalty: 2863.011230
	Iteration 5F: 3 clusters Score -837528.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -837738.812500 Penalty: 2863.011230
	Iteration 6Q: 3 clusters Score -837738.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -837915.812500 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -837915.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -838051.812500 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -838051.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -838180.187500 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -838180.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -838280.000000 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -838280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -838363.125000 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -838363.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -838442.187500 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -838442.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -838512.875000 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -838512.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -838591.687500 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -838591.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -838658.625000 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -838658.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -838720.000000 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -838720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -838768.312500 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -838768.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -838807.875000 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -838807.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -838830.125000 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -838830.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -838854.062500 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -838854.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -838878.375000 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -838878.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -838894.937500 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -838894.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -838912.375000 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -838912.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -838921.437500 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -838921.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -838926.187500 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -838926.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -838931.937500 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -838931.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -838937.187500 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -838937.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -838941.187500 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -838941.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -838943.437500 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -838943.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -838945.000000 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -838945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -838951.125000 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -838951.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -838951.500000 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -838951.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -838955.437500 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -838955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -838959.937500 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -838959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -838961.937500 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -838961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -838960.750000 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -838960.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -838962.437500 Penalty: 2863.011230
	Iteration 37Q: 3 clusters Score -838962.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -838964.250000 Penalty: 2863.011230
	Iteration 38Q: 3 clusters Score -838964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -838963.875000 Penalty: 2863.011230
	Iteration 39Q: 3 clusters Score -838963.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -838965.125000 Penalty: 2863.011230
	Iteration 40F: 3 clusters Score -838965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -25917.847656 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -25917.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25143.191406 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -25143.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25250.568359 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -25250.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25326.078125 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -25326.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25356.511719 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -25356.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25402.218750 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -25402.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25486.220703 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -25486.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25528.769531 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -25528.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25549.580078 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -25549.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25549.580078 Penalty: 1803.449707
	Iteration 8F: 3 clusters Score -25549.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -25733.419922 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -25733.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25012.335938 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -25012.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25192.076172 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -25192.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25305.580078 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -25305.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -25377.638672 Penalty: 1825.450684
	Iteration 3F: 3 clusters Score -25377.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25413.546875 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -25413.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25486.281250 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -25486.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25487.347656 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -25487.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25487.347656 Penalty: 1825.450684
	Iteration 7F: 3 clusters Score -25487.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (107004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Entering Unmasked Estep 
Score: -13878292.000000 Penalty: 1881.851074
	Iteration 0F: 2 clusters Score -1.387829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 53330 members 
Entering Unmasked Estep 
Score: -13811592.000000 Penalty: 3763.702148
	Iteration 0F: 3 clusters Score -1.381159e+07 nChanged 51154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -13842248.000000 Penalty: 3763.702148
	Iteration 1F: 3 clusters Score -1.384225e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -13843404.000000 Penalty: 3763.702148
	Iteration 2Q: 3 clusters Score -1.38434e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -13844656.000000 Penalty: 3763.702148
	Iteration 3Q: 3 clusters Score -1.384466e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -13846361.000000 Penalty: 3763.702148
	Iteration 4Q: 3 clusters Score -1.384636e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -13848897.000000 Penalty: 3763.702148
	Iteration 5Q: 3 clusters Score -1.38489e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -13851910.000000 Penalty: 3763.702148
	Iteration 6F: 3 clusters Score -1.385191e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -13855755.000000 Penalty: 3763.702148
	Iteration 7F: 3 clusters Score -1.385576e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -13859282.000000 Penalty: 3763.702148
	Iteration 8F: 3 clusters Score -1.385928e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -13862539.000000 Penalty: 3763.702148
	Iteration 9F: 3 clusters Score -1.386254e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -13864948.000000 Penalty: 3763.702148
	Iteration 10Q: 3 clusters Score -1.386495e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -13866888.000000 Penalty: 3763.702148
	Iteration 11Q: 3 clusters Score -1.386689e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -13868261.000000 Penalty: 3763.702148
	Iteration 12Q: 3 clusters Score -1.386826e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -13869159.000000 Penalty: 3763.702148
	Iteration 13Q: 3 clusters Score -1.386916e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -13869830.000000 Penalty: 3763.702148
	Iteration 14Q: 3 clusters Score -1.386983e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -13870357.000000 Penalty: 3763.702148
	Iteration 15Q: 3 clusters Score -1.387036e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91570 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -13870858.000000 Penalty: 3763.702148
	Iteration 16Q: 3 clusters Score -1.387086e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -13871206.000000 Penalty: 3763.702148
	Iteration 17Q: 3 clusters Score -1.387121e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -13871584.000000 Penalty: 3763.702148
	Iteration 18Q: 3 clusters Score -1.387158e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95295 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -13871982.000000 Penalty: 3763.702148
	Iteration 19Q: 3 clusters Score -1.387198e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96479 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -13872407.000000 Penalty: 3763.702148
	Iteration 20F: 3 clusters Score -1.387241e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97620 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -13872810.000000 Penalty: 3763.702148
	Iteration 21Q: 3 clusters Score -1.387281e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -13873191.000000 Penalty: 3763.702148
	Iteration 22Q: 3 clusters Score -1.387319e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -13873573.000000 Penalty: 3763.702148
	Iteration 23Q: 3 clusters Score -1.387357e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -13874002.000000 Penalty: 3763.702148
	Iteration 24Q: 3 clusters Score -1.3874e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101334 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -13874369.000000 Penalty: 3763.702148
	Iteration 25Q: 3 clusters Score -1.387437e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102071 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -13874651.000000 Penalty: 3763.702148
	Iteration 26Q: 3 clusters Score -1.387465e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -13874892.000000 Penalty: 3763.702148
	Iteration 27Q: 3 clusters Score -1.387489e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103254 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -13875090.000000 Penalty: 3763.702148
	Iteration 28Q: 3 clusters Score -1.387509e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -13875224.000000 Penalty: 3763.702148
	Iteration 29Q: 3 clusters Score -1.387522e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104146 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -13875389.000000 Penalty: 3763.702148
	Iteration 30Q: 3 clusters Score -1.387539e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104523 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -13875590.000000 Penalty: 3763.702148
	Iteration 31Q: 3 clusters Score -1.387559e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104834 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -13875825.000000 Penalty: 3763.702148
	Iteration 32Q: 3 clusters Score -1.387582e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105075 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -13875980.000000 Penalty: 3763.702148
	Iteration 33Q: 3 clusters Score -1.387598e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -13876062.000000 Penalty: 3763.702148
	Iteration 34Q: 3 clusters Score -1.387606e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13876127.000000 Penalty: 3763.702148
	Iteration 35Q: 3 clusters Score -1.387613e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105552 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -13876238.000000 Penalty: 3763.702148
	Iteration 36Q: 3 clusters Score -1.387624e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -13876320.000000 Penalty: 3763.702148
	Iteration 37Q: 3 clusters Score -1.387632e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -13876386.000000 Penalty: 3763.702148
	Iteration 38Q: 3 clusters Score -1.387639e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105848 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13876459.000000 Penalty: 3763.702148
	Iteration 39Q: 3 clusters Score -1.387646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105919 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -13876468.000000 Penalty: 3763.702148
	Iteration 40F: 3 clusters Score -1.387647e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13876518.000000 Penalty: 3763.702148
	Iteration 41Q: 3 clusters Score -1.387652e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106033 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13876523.000000 Penalty: 3763.702148
	Iteration 42Q: 3 clusters Score -1.387652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -13876533.000000 Penalty: 3763.702148
	Iteration 43Q: 3 clusters Score -1.387653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13876547.000000 Penalty: 3763.702148
	Iteration 44Q: 3 clusters Score -1.387655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13876562.000000 Penalty: 3763.702148
	Iteration 45Q: 3 clusters Score -1.387656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106120 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13876575.000000 Penalty: 3763.702148
	Iteration 46Q: 3 clusters Score -1.387658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13876584.000000 Penalty: 3763.702148
	Iteration 47Q: 3 clusters Score -1.387658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13876596.000000 Penalty: 3763.702148
	Iteration 48Q: 3 clusters Score -1.38766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13876599.000000 Penalty: 3763.702148
	Iteration 49Q: 3 clusters Score -1.38766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13876608.000000 Penalty: 3763.702148
	Iteration 50Q: 3 clusters Score -1.387661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106146 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13876611.000000 Penalty: 3763.702148
	Iteration 51Q: 3 clusters Score -1.387661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13876616.000000 Penalty: 3763.702148
	Iteration 52Q: 3 clusters Score -1.387662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106147 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -13876616.000000 Penalty: 3763.702148
	Iteration 53F: 3 clusters Score -1.387662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 75876 members 
Mstep: Class 3 contains 15881 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80540 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14821 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32347 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 107004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785900.000000 Penalty: 61624.625000
Iteration 199Q: 30 clusters Score -5.97859e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75889 members 
Mstep: Class 3 contains 15893 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80548 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14821 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32357 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11805 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785980.000000 Penalty: 61624.625000
Iteration 200F: 30 clusters Score -5.978598e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 75898 members 
Mstep: Class 3 contains 15900 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5427 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80546 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 14822 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32366 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11804 members 
Mstep: Class 26 contains 6696 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785956.000000 Penalty: 61624.625000
Iteration 201Q: 30 clusters Score -5.978596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 75909 members 
Mstep: Class 3 contains 15905 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 21996 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80550 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14826 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32378 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11804 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785968.000000 Penalty: 61624.625000
Iteration 202Q: 30 clusters Score -5.978597e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 75921 members 
Mstep: Class 3 contains 15912 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5428 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80550 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6790 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14828 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32392 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11805 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786004.000000 Penalty: 61624.625000
Iteration 203Q: 30 clusters Score -5.9786e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75931 members 
Mstep: Class 3 contains 15917 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 22003 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80547 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6791 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 14831 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32411 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11807 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785932.000000 Penalty: 61624.625000
Iteration 204Q: 30 clusters Score -5.978593e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75943 members 
Mstep: Class 3 contains 15929 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7088 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80547 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 14832 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32432 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11811 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785968.000000 Penalty: 61624.625000
Iteration 205Q: 30 clusters Score -5.978597e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75954 members 
Mstep: Class 3 contains 15938 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 22005 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80550 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6793 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 14835 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32445 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11811 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785976.000000 Penalty: 61624.625000
Iteration 206Q: 30 clusters Score -5.978598e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 75969 members 
Mstep: Class 3 contains 15944 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 22004 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80550 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6796 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 14841 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32455 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11811 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786032.000000 Penalty: 61624.625000
Iteration 207Q: 30 clusters Score -5.978603e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 75977 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80552 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30723 members 
Mstep: Class 18 contains 14843 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32463 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11812 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786044.000000 Penalty: 61624.625000
Iteration 208Q: 30 clusters Score -5.978604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 75986 members 
Mstep: Class 3 contains 15947 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5420 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 22000 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80555 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14845 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32465 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11812 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786020.000000 Penalty: 61624.625000
Iteration 209Q: 30 clusters Score -5.978602e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 75991 members 
Mstep: Class 3 contains 15947 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80561 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14845 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32467 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11810 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786024.000000 Penalty: 61624.625000
Iteration 210Q: 30 clusters Score -5.978602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 75994 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32469 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11811 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786028.000000 Penalty: 61624.625000
Iteration 211Q: 30 clusters Score -5.978603e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 75993 members 
Mstep: Class 3 contains 15947 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80561 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14851 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32470 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11812 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785984.000000 Penalty: 61624.625000
Iteration 212Q: 30 clusters Score -5.978598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 75991 members 
Mstep: Class 3 contains 15948 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21998 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80561 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32473 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11812 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785976.000000 Penalty: 61624.625000
Iteration 213Q: 30 clusters Score -5.978598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 75990 members 
Mstep: Class 3 contains 15949 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32478 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785964.000000 Penalty: 61624.625000
Iteration 214Q: 30 clusters Score -5.978596e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 75996 members 
Mstep: Class 3 contains 15951 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21998 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32480 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785980.000000 Penalty: 61624.625000
Iteration 215Q: 30 clusters Score -5.978598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76001 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32482 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785964.000000 Penalty: 61624.625000
Iteration 216Q: 30 clusters Score -5.978596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76004 members 
Mstep: Class 3 contains 15954 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80567 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32490 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785960.000000 Penalty: 61624.625000
Iteration 217Q: 30 clusters Score -5.978596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76008 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80569 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14850 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32503 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785980.000000 Penalty: 61624.625000
Iteration 218Q: 30 clusters Score -5.978598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76010 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21998 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80568 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32511 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785932.000000 Penalty: 61624.625000
Iteration 219Q: 30 clusters Score -5.978593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76012 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80569 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6794 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14848 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32516 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785984.000000 Penalty: 61624.625000
Iteration 220F: 30 clusters Score -5.978598e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76014 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32518 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786020.000000 Penalty: 61624.625000
Iteration 221Q: 30 clusters Score -5.978602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76015 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8818 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14849 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32522 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786044.000000 Penalty: 61624.625000
Iteration 222Q: 30 clusters Score -5.978604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76018 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6795 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14851 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32525 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786076.000000 Penalty: 61624.625000
Iteration 223Q: 30 clusters Score -5.978608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76022 members 
Mstep: Class 3 contains 15956 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6797 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14853 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32526 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11809 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786084.000000 Penalty: 61624.625000
Iteration 224Q: 30 clusters Score -5.978608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76023 members 
Mstep: Class 3 contains 15955 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32532 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11808 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786068.000000 Penalty: 61624.625000
Iteration 225Q: 30 clusters Score -5.978607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76024 members 
Mstep: Class 3 contains 15956 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21996 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32537 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11807 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786072.000000 Penalty: 61624.625000
Iteration 226Q: 30 clusters Score -5.978607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76026 members 
Mstep: Class 3 contains 15956 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21996 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32539 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11805 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786048.000000 Penalty: 61624.625000
Iteration 227Q: 30 clusters Score -5.978605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76027 members 
Mstep: Class 3 contains 15957 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32542 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11804 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786060.000000 Penalty: 61624.625000
Iteration 228Q: 30 clusters Score -5.978606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76029 members 
Mstep: Class 3 contains 15958 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5422 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32542 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11804 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786060.000000 Penalty: 61624.625000
Iteration 229Q: 30 clusters Score -5.978606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76030 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32542 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11804 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786040.000000 Penalty: 61624.625000
Iteration 230Q: 30 clusters Score -5.978604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76032 members 
Mstep: Class 3 contains 15960 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5424 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32544 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11802 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786036.000000 Penalty: 61624.625000
Iteration 231Q: 30 clusters Score -5.978604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76033 members 
Mstep: Class 3 contains 15961 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5423 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80567 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32546 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11801 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786048.000000 Penalty: 61624.625000
Iteration 232Q: 30 clusters Score -5.978605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76035 members 
Mstep: Class 3 contains 15963 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80567 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32547 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11801 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786016.000000 Penalty: 61624.625000
Iteration 233Q: 30 clusters Score -5.978602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76036 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32547 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11801 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786052.000000 Penalty: 61624.625000
Iteration 234Q: 30 clusters Score -5.978605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76038 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14854 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32547 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11800 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786048.000000 Penalty: 61624.625000
Iteration 235Q: 30 clusters Score -5.978605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76038 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32548 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11799 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786036.000000 Penalty: 61624.625000
Iteration 236Q: 30 clusters Score -5.978604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76039 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32550 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786016.000000 Penalty: 61624.625000
Iteration 237Q: 30 clusters Score -5.978602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76039 members 
Mstep: Class 3 contains 15965 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80566 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32552 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11796 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786032.000000 Penalty: 61624.625000
Iteration 238Q: 30 clusters Score -5.978603e+07 nChanged 7
Entering ConstructFrom: 
Score: -59786032.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (13935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Entering Unmasked Estep 
Score: -1754622.750000 Penalty: 1550.600830
	Iteration 0F: 2 clusters Score -1754623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1744985.500000 Penalty: 3101.201660
	Iteration 0F: 3 clusters Score -1744986 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1748508.000000 Penalty: 3101.201660
	Iteration 1F: 3 clusters Score -1748508 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1749042.875000 Penalty: 3101.201660
	Iteration 2F: 3 clusters Score -1749043 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1749555.250000 Penalty: 3101.201660
	Iteration 3F: 3 clusters Score -1749555 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1750100.500000 Penalty: 3101.201660
	Iteration 4F: 3 clusters Score -1750100 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1750696.750000 Penalty: 3101.201660
	Iteration 5F: 3 clusters Score -1750697 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1751332.000000 Penalty: 3101.201660
	Iteration 6F: 3 clusters Score -1751332 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1751956.250000 Penalty: 3101.201660
	Iteration 7F: 3 clusters Score -1751956 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1752551.375000 Penalty: 3101.201660
	Iteration 8Q: 3 clusters Score -1752551 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1753025.250000 Penalty: 3101.201660
	Iteration 9Q: 3 clusters Score -1753025 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1753357.625000 Penalty: 3101.201660
	Iteration 10Q: 3 clusters Score -1753358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1753550.000000 Penalty: 3101.201660
	Iteration 11Q: 3 clusters Score -1753550 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1753674.375000 Penalty: 3101.201660
	Iteration 12Q: 3 clusters Score -1753674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1753756.500000 Penalty: 3101.201660
	Iteration 13Q: 3 clusters Score -1753756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1753804.625000 Penalty: 3101.201660
	Iteration 14Q: 3 clusters Score -1753805 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1753858.500000 Penalty: 3101.201660
	Iteration 15Q: 3 clusters Score -1753858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -1753914.000000 Penalty: 3101.201660
	Iteration 16Q: 3 clusters Score -1753914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1753943.625000 Penalty: 3101.201660
	Iteration 17Q: 3 clusters Score -1753944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1753965.250000 Penalty: 3101.201660
	Iteration 18Q: 3 clusters Score -1753965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1753986.125000 Penalty: 3101.201660
	Iteration 19Q: 3 clusters Score -1753986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1753997.500000 Penalty: 3101.201660
	Iteration 20F: 3 clusters Score -1753998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1754008.500000 Penalty: 3101.201660
	Iteration 21Q: 3 clusters Score -1754008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1754017.250000 Penalty: 3101.201660
	Iteration 22Q: 3 clusters Score -1754017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1754022.250000 Penalty: 3101.201660
	Iteration 23Q: 3 clusters Score -1754022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1754024.625000 Penalty: 3101.201660
	Iteration 24Q: 3 clusters Score -1754025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1754024.875000 Penalty: 3101.201660
	Iteration 25Q: 3 clusters Score -1754025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1754029.125000 Penalty: 3101.201660
	Iteration 26Q: 3 clusters Score -1754029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1754030.750000 Penalty: 3101.201660
	Iteration 27Q: 3 clusters Score -1754031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -1754029.875000 Penalty: 3101.201660
	Iteration 28Q: 3 clusters Score -1754030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1754032.375000 Penalty: 3101.201660
	Iteration 29Q: 3 clusters Score -1754032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1754031.375000 Penalty: 3101.201660
	Iteration 30Q: 3 clusters Score -1754031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1754031.375000 Penalty: 3101.201660
	Iteration 31F: 3 clusters Score -1754031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Entering Unmasked Estep 
Score: -9777319.000000 Penalty: 1826.337646
	Iteration 0F: 2 clusters Score -9777319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -9726965.000000 Penalty: 3652.675293
	Iteration 0F: 3 clusters Score -9726965 nChanged 35990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -9747323.000000 Penalty: 3652.675293
	Iteration 1F: 3 clusters Score -9747323 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -9747828.000000 Penalty: 3652.675293
	Iteration 2Q: 3 clusters Score -9747828 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -9748486.000000 Penalty: 3652.675293
	Iteration 3Q: 3 clusters Score -9748486 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -9749286.000000 Penalty: 3652.675293
	Iteration 4Q: 3 clusters Score -9749286 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9750463.000000 Penalty: 3652.675293
	Iteration 5Q: 3 clusters Score -9750463 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -9752540.000000 Penalty: 3652.675293
	Iteration 6F: 3 clusters Score -9752540 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -9755785.000000 Penalty: 3652.675293
	Iteration 7F: 3 clusters Score -9755785 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -9760456.000000 Penalty: 3652.675293
	Iteration 8F: 3 clusters Score -9760456 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -9765721.000000 Penalty: 3652.675293
	Iteration 9F: 3 clusters Score -9765721 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
Score: -9770367.000000 Penalty: 3652.675293
	Iteration 10F: 3 clusters Score -9770367 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -9773276.000000 Penalty: 3652.675293
	Iteration 11Q: 3 clusters Score -9773276 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -9774729.000000 Penalty: 3652.675293
	Iteration 12Q: 3 clusters Score -9774729 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -9775267.000000 Penalty: 3652.675293
	Iteration 13Q: 3 clusters Score -9775267 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -9775509.000000 Penalty: 3652.675293
	Iteration 14Q: 3 clusters Score -9775509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 75833 members 
Entering Unmasked Estep 
Score: -9775606.000000 Penalty: 3652.675293
	Iteration 15Q: 3 clusters Score -9775606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -9775651.000000 Penalty: 3652.675293
	Iteration 16Q: 3 clusters Score -9775651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -9775672.000000 Penalty: 3652.675293
	Iteration 17Q: 3 clusters Score -9775672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 75881 members 
Entering Unmasked Estep 
Score: -9775696.000000 Penalty: 3652.675293
	Iteration 18Q: 3 clusters Score -9775696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -9775705.000000 Penalty: 3652.675293
	Iteration 19Q: 3 clusters Score -9775705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -9775702.000000 Penalty: 3652.675293
	Iteration 20F: 3 clusters Score -9775702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9775706.000000 Penalty: 3652.675293
	Iteration 21Q: 3 clusters Score -9775706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75888 members 
Entering Unmasked Estep 
Score: -9775707.000000 Penalty: 3652.675293
	Iteration 22Q: 3 clusters Score -9775707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -9775710.000000 Penalty: 3652.675293
	Iteration 23Q: 3 clusters Score -9775710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -9775705.000000 Penalty: 3652.675293
	Iteration 24Q: 3 clusters Score -9775705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -9775715.000000 Penalty: 3652.675293
	Iteration 25Q: 3 clusters Score -9775715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -9775724.000000 Penalty: 3652.675293
	Iteration 26Q: 3 clusters Score -9775724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -9775727.000000 Penalty: 3652.675293
	Iteration 27Q: 3 clusters Score -9775727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -9775730.000000 Penalty: 3652.675293
	Iteration 28Q: 3 clusters Score -9775730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -9775734.000000 Penalty: 3652.675293
	Iteration 29Q: 3 clusters Score -9775734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -9775736.000000 Penalty: 3652.675293
	Iteration 30Q: 3 clusters Score -9775736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -9775741.000000 Penalty: 3652.675293
	Iteration 31Q: 3 clusters Score -9775741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 75897 members 
Entering Unmasked Estep 
Score: -9775741.000000 Penalty: 3652.675293
	Iteration 32F: 3 clusters Score -9775741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -2071811.125000 Penalty: 1572.730591
	Iteration 0F: 2 clusters Score -2071811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2060817.250000 Penalty: 3145.461182
	Iteration 0F: 3 clusters Score -2060817 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2064517.875000 Penalty: 3145.461182
	Iteration 1F: 3 clusters Score -2064518 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2064790.375000 Penalty: 3145.461182
	Iteration 2F: 3 clusters Score -2064790 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2064989.000000 Penalty: 3145.461182
	Iteration 3Q: 3 clusters Score -2064989 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2065226.375000 Penalty: 3145.461182
	Iteration 4Q: 3 clusters Score -2065226 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2065473.500000 Penalty: 3145.461182
	Iteration 5Q: 3 clusters Score -2065474 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2065752.625000 Penalty: 3145.461182
	Iteration 6Q: 3 clusters Score -2065753 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2066075.875000 Penalty: 3145.461182
	Iteration 7Q: 3 clusters Score -2066076 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2066464.750000 Penalty: 3145.461182
	Iteration 8Q: 3 clusters Score -2066465 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2066962.625000 Penalty: 3145.461182
	Iteration 9Q: 3 clusters Score -2066963 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2067474.375000 Penalty: 3145.461182
	Iteration 10Q: 3 clusters Score -2067474 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2067905.500000 Penalty: 3145.461182
	Iteration 11Q: 3 clusters Score -2067906 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2068234.375000 Penalty: 3145.461182
	Iteration 12Q: 3 clusters Score -2068234 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2068456.625000 Penalty: 3145.461182
	Iteration 13Q: 3 clusters Score -2068457 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2068599.000000 Penalty: 3145.461182
	Iteration 14Q: 3 clusters Score -2068599 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2068712.750000 Penalty: 3145.461182
	Iteration 15Q: 3 clusters Score -2068713 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2068826.500000 Penalty: 3145.461182
	Iteration 16Q: 3 clusters Score -2068826 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2068944.875000 Penalty: 3145.461182
	Iteration 17Q: 3 clusters Score -2068945 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2069063.000000 Penalty: 3145.461182
	Iteration 18Q: 3 clusters Score -2069063 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2069162.125000 Penalty: 3145.461182
	Iteration 19Q: 3 clusters Score -2069162 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2069245.875000 Penalty: 3145.461182
	Iteration 20F: 3 clusters Score -2069246 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2069305.000000 Penalty: 3145.461182
	Iteration 21Q: 3 clusters Score -2069305 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2069346.500000 Penalty: 3145.461182
	Iteration 22Q: 3 clusters Score -2069346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2069409.250000 Penalty: 3145.461182
	Iteration 23Q: 3 clusters Score -2069409 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2069442.250000 Penalty: 3145.461182
	Iteration 24Q: 3 clusters Score -2069442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2069457.750000 Penalty: 3145.461182
	Iteration 25Q: 3 clusters Score -2069458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2069465.625000 Penalty: 3145.461182
	Iteration 26Q: 3 clusters Score -2069466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2069479.125000 Penalty: 3145.461182
	Iteration 27Q: 3 clusters Score -2069479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2069492.875000 Penalty: 3145.461182
	Iteration 28Q: 3 clusters Score -2069493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2069498.500000 Penalty: 3145.461182
	Iteration 29Q: 3 clusters Score -2069498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2069505.875000 Penalty: 3145.461182
	Iteration 30Q: 3 clusters Score -2069506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2069510.375000 Penalty: 3145.461182
	Iteration 31Q: 3 clusters Score -2069510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2069518.500000 Penalty: 3145.461182
	Iteration 32Q: 3 clusters Score -2069518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2069522.875000 Penalty: 3145.461182
	Iteration 33Q: 3 clusters Score -2069523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2069521.750000 Penalty: 3145.461182
	Iteration 34Q: 3 clusters Score -2069522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2069533.375000 Penalty: 3145.461182
	Iteration 35Q: 3 clusters Score -2069533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2069536.500000 Penalty: 3145.461182
	Iteration 36Q: 3 clusters Score -2069536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2069540.500000 Penalty: 3145.461182
	Iteration 37Q: 3 clusters Score -2069540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2069544.500000 Penalty: 3145.461182
	Iteration 38Q: 3 clusters Score -2069544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2069553.375000 Penalty: 3145.461182
	Iteration 39Q: 3 clusters Score -2069553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2069553.500000 Penalty: 3145.461182
	Iteration 40F: 3 clusters Score -2069554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2069557.250000 Penalty: 3145.461182
	Iteration 41Q: 3 clusters Score -2069557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2069562.250000 Penalty: 3145.461182
	Iteration 42Q: 3 clusters Score -2069562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2069561.500000 Penalty: 3145.461182
	Iteration 43Q: 3 clusters Score -2069562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2069565.375000 Penalty: 3145.461182
	Iteration 44Q: 3 clusters Score -2069565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2069565.750000 Penalty: 3145.461182
	Iteration 45Q: 3 clusters Score -2069566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2069569.625000 Penalty: 3145.461182
	Iteration 46Q: 3 clusters Score -2069570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2069569.875000 Penalty: 3145.461182
	Iteration 47Q: 3 clusters Score -2069570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2069567.875000 Penalty: 3145.461182
	Iteration 48Q: 3 clusters Score -2069568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2069568.375000 Penalty: 3145.461182
	Iteration 49Q: 3 clusters Score -2069568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2069571.125000 Penalty: 3145.461182
	Iteration 50Q: 3 clusters Score -2069571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2069571.250000 Penalty: 3145.461182
	Iteration 51Q: 3 clusters Score -2069571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2069573.125000 Penalty: 3145.461182
	Iteration 52Q: 3 clusters Score -2069573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2069578.625000 Penalty: 3145.461182
	Iteration 53Q: 3 clusters Score -2069579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2069579.750000 Penalty: 3145.461182
	Iteration 54Q: 3 clusters Score -2069580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2069576.750000 Penalty: 3145.461182
	Iteration 55Q: 3 clusters Score -2069577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2069577.375000 Penalty: 3145.461182
	Iteration 56Q: 3 clusters Score -2069577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2069579.125000 Penalty: 3145.461182
	Iteration 57Q: 3 clusters Score -2069579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2069585.625000 Penalty: 3145.461182
	Iteration 58Q: 3 clusters Score -2069586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2069581.375000 Penalty: 3145.461182
	Iteration 59Q: 3 clusters Score -2069581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2069582.125000 Penalty: 3145.461182
	Iteration 60F: 3 clusters Score -2069582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2069584.500000 Penalty: 3145.461182
	Iteration 61Q: 3 clusters Score -2069584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2069584.375000 Penalty: 3145.461182
	Iteration 62Q: 3 clusters Score -2069584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2069593.875000 Penalty: 3145.461182
	Iteration 63Q: 3 clusters Score -2069594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2069598.625000 Penalty: 3145.461182
	Iteration 64Q: 3 clusters Score -2069599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2069603.750000 Penalty: 3145.461182
	Iteration 65Q: 3 clusters Score -2069604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2069608.625000 Penalty: 3145.461182
	Iteration 66Q: 3 clusters Score -2069609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2069609.000000 Penalty: 3145.461182
	Iteration 67Q: 3 clusters Score -2069609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2069609.000000 Penalty: 3145.461182
	Iteration 68Q: 3 clusters Score -2069609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2069611.250000 Penalty: 3145.461182
	Iteration 69Q: 3 clusters Score -2069611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2069611.125000 Penalty: 3145.461182
	Iteration 70Q: 3 clusters Score -2069611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2069616.250000 Penalty: 3145.461182
	Iteration 71Q: 3 clusters Score -2069616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2069614.000000 Penalty: 3145.461182
	Iteration 72Q: 3 clusters Score -2069614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2069616.250000 Penalty: 3145.461182
	Iteration 73Q: 3 clusters Score -2069616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2069617.000000 Penalty: 3145.461182
	Iteration 74Q: 3 clusters Score -2069617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2069614.375000 Penalty: 3145.461182
	Iteration 75Q: 3 clusters Score -2069614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2069617.625000 Penalty: 3145.461182
	Iteration 76Q: 3 clusters Score -2069618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2069616.750000 Penalty: 3145.461182
	Iteration 77Q: 3 clusters Score -2069617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2069619.500000 Penalty: 3145.461182
	Iteration 78Q: 3 clusters Score -2069620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2069619.125000 Penalty: 3145.461182
	Iteration 79Q: 3 clusters Score -2069619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2069617.625000 Penalty: 3145.461182
	Iteration 80F: 3 clusters Score -2069618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2069621.375000 Penalty: 3145.461182
	Iteration 81Q: 3 clusters Score -2069621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2069620.375000 Penalty: 3145.461182
	Iteration 82Q: 3 clusters Score -2069620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2069624.500000 Penalty: 3145.461182
	Iteration 83Q: 3 clusters Score -2069624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2069621.750000 Penalty: 3145.461182
	Iteration 84Q: 3 clusters Score -2069622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2069627.250000 Penalty: 3145.461182
	Iteration 85Q: 3 clusters Score -2069627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2069631.625000 Penalty: 3145.461182
	Iteration 86Q: 3 clusters Score -2069632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2069631.625000 Penalty: 3145.461182
	Iteration 87Q: 3 clusters Score -2069632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2069637.250000 Penalty: 3145.461182
	Iteration 88Q: 3 clusters Score -2069637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2069637.625000 Penalty: 3145.461182
	Iteration 89Q: 3 clusters Score -2069638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2069636.875000 Penalty: 3145.461182
	Iteration 90Q: 3 clusters Score -2069637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2069641.250000 Penalty: 3145.461182
	Iteration 91Q: 3 clusters Score -2069641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2069644.500000 Penalty: 3145.461182
	Iteration 92Q: 3 clusters Score -2069644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2069640.875000 Penalty: 3145.461182
	Iteration 93Q: 3 clusters Score -2069641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2069640.625000 Penalty: 3145.461182
	Iteration 94Q: 3 clusters Score -2069641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2069638.375000 Penalty: 3145.461182
	Iteration 95Q: 3 clusters Score -2069638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2069642.125000 Penalty: 3145.461182
	Iteration 96Q: 3 clusters Score -2069642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2069639.375000 Penalty: 3145.461182
	Iteration 97Q: 3 clusters Score -2069639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2069638.000000 Penalty: 3145.461182
	Iteration 98Q: 3 clusters Score -2069638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2069639.000000 Penalty: 3145.461182
	Iteration 99Q: 3 clusters Score -2069639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2069639.125000 Penalty: 3145.461182
	Iteration 100F: 3 clusters Score -2069639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2069638.000000 Penalty: 3145.461182
	Iteration 101Q: 3 clusters Score -2069638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2069639.500000 Penalty: 3145.461182
	Iteration 102Q: 3 clusters Score -2069640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2069637.875000 Penalty: 3145.461182
	Iteration 103Q: 3 clusters Score -2069638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -2069637.875000 Penalty: 3145.461182
	Iteration 104F: 3 clusters Score -2069638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -72476.750000 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -72476.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71409.289062 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -71409.29 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71851.273438 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -71851.27 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71982.515625 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -71982.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72065.726562 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -72065.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -72135.375000 Penalty: 2129.564941
	Iteration 4Q: 3 clusters Score -72135.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72170.898438 Penalty: 2129.564941
	Iteration 5Q: 3 clusters Score -72170.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72225.578125 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -72225.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72253.804688 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -72253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72259.750000 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -72259.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72259.750000 Penalty: 2129.564941
	Iteration 9F: 3 clusters Score -72259.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -705148.937500 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -705148.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -700860.312500 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -700860.3 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -702066.000000 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -702066 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -702260.500000 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -702260.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -702388.250000 Penalty: 2794.181641
	Iteration 3F: 3 clusters Score -702388.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -702476.687500 Penalty: 2794.181641
	Iteration 4Q: 3 clusters Score -702476.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -702536.125000 Penalty: 2794.181641
	Iteration 5Q: 3 clusters Score -702536.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -702589.312500 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -702589.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -702628.875000 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -702628.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -702665.375000 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -702665.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -702692.250000 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -702692.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -702724.687500 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -702724.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -702752.812500 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -702752.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -702777.375000 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -702777.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -702798.437500 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -702798.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -702820.937500 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -702820.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -702837.312500 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -702837.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -702851.125000 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -702851.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -702860.375000 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -702860.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -702873.250000 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -702873.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -702886.125000 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -702886.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -702895.562500 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -702895.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -702909.812500 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -702909.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -702926.500000 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -702926.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -702941.562500 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -702941.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -702966.937500 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -702966.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -702997.250000 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -702997.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -703045.187500 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -703045.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -703098.875000 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -703098.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -703148.812500 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -703148.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -703197.125000 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -703197.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -703250.062500 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -703250.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -703292.250000 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -703292.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -703322.062500 Penalty: 2794.181641
	Iteration 32Q: 3 clusters Score -703322.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -703347.875000 Penalty: 2794.181641
	Iteration 33Q: 3 clusters Score -703347.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -703368.000000 Penalty: 2794.181641
	Iteration 34Q: 3 clusters Score -703368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -703386.500000 Penalty: 2794.181641
	Iteration 35Q: 3 clusters Score -703386.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -703406.625000 Penalty: 2794.181641
	Iteration 36Q: 3 clusters Score -703406.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -703426.625000 Penalty: 2794.181641
	Iteration 37Q: 3 clusters Score -703426.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -703442.500000 Penalty: 2794.181641
	Iteration 38Q: 3 clusters Score -703442.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -703455.625000 Penalty: 2794.181641
	Iteration 39Q: 3 clusters Score -703455.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -703468.812500 Penalty: 2794.181641
	Iteration 40F: 3 clusters Score -703468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -703483.750000 Penalty: 2794.181641
	Iteration 41Q: 3 clusters Score -703483.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -703499.375000 Penalty: 2794.181641
	Iteration 42Q: 3 clusters Score -703499.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -703511.812500 Penalty: 2794.181641
	Iteration 43Q: 3 clusters Score -703511.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -703527.375000 Penalty: 2794.181641
	Iteration 44Q: 3 clusters Score -703527.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -703539.062500 Penalty: 2794.181641
	Iteration 45Q: 3 clusters Score -703539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -703551.500000 Penalty: 2794.181641
	Iteration 46Q: 3 clusters Score -703551.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -703562.500000 Penalty: 2794.181641
	Iteration 47Q: 3 clusters Score -703562.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -703568.500000 Penalty: 2794.181641
	Iteration 48Q: 3 clusters Score -703568.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -703572.187500 Penalty: 2794.181641
	Iteration 49Q: 3 clusters Score -703572.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -703574.437500 Penalty: 2794.181641
	Iteration 50Q: 3 clusters Score -703574.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -703577.437500 Penalty: 2794.181641
	Iteration 51Q: 3 clusters Score -703577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -703578.250000 Penalty: 2794.181641
	Iteration 52Q: 3 clusters Score -703578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -703580.687500 Penalty: 2794.181641
	Iteration 53Q: 3 clusters Score -703580.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -703584.000000 Penalty: 2794.181641
	Iteration 54Q: 3 clusters Score -703584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -703588.000000 Penalty: 2794.181641
	Iteration 55Q: 3 clusters Score -703588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -703589.250000 Penalty: 2794.181641
	Iteration 56Q: 3 clusters Score -703589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -703591.812500 Penalty: 2794.181641
	Iteration 57Q: 3 clusters Score -703591.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -703594.062500 Penalty: 2794.181641
	Iteration 58Q: 3 clusters Score -703594.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -703595.125000 Penalty: 2794.181641
	Iteration 59Q: 3 clusters Score -703595.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -703597.125000 Penalty: 2794.181641
	Iteration 60F: 3 clusters Score -703597.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -703597.375000 Penalty: 2794.181641
	Iteration 61Q: 3 clusters Score -703597.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -703599.000000 Penalty: 2794.181641
	Iteration 62Q: 3 clusters Score -703599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -703602.500000 Penalty: 2794.181641
	Iteration 63Q: 3 clusters Score -703602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -703602.437500 Penalty: 2794.181641
	Iteration 64Q: 3 clusters Score -703602.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -703604.625000 Penalty: 2794.181641
	Iteration 65Q: 3 clusters Score -703604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -703605.500000 Penalty: 2794.181641
	Iteration 66Q: 3 clusters Score -703605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -703607.375000 Penalty: 2794.181641
	Iteration 67Q: 3 clusters Score -703607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -703607.875000 Penalty: 2794.181641
	Iteration 68Q: 3 clusters Score -703607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -703610.125000 Penalty: 2794.181641
	Iteration 69Q: 3 clusters Score -703610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -703612.250000 Penalty: 2794.181641
	Iteration 70Q: 3 clusters Score -703612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -703614.000000 Penalty: 2794.181641
	Iteration 71Q: 3 clusters Score -703614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -703617.750000 Penalty: 2794.181641
	Iteration 72Q: 3 clusters Score -703617.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -703620.437500 Penalty: 2794.181641
	Iteration 73Q: 3 clusters Score -703620.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -703623.250000 Penalty: 2794.181641
	Iteration 74Q: 3 clusters Score -703623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -703625.000000 Penalty: 2794.181641
	Iteration 75Q: 3 clusters Score -703625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -703627.125000 Penalty: 2794.181641
	Iteration 76Q: 3 clusters Score -703627.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -703631.250000 Penalty: 2794.181641
	Iteration 77Q: 3 clusters Score -703631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -703633.250000 Penalty: 2794.181641
	Iteration 78Q: 3 clusters Score -703633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -703637.875000 Penalty: 2794.181641
	Iteration 79Q: 3 clusters Score -703637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -703639.437500 Penalty: 2794.181641
	Iteration 80F: 3 clusters Score -703639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -703640.562500 Penalty: 2794.181641
	Iteration 81Q: 3 clusters Score -703640.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -703644.875000 Penalty: 2794.181641
	Iteration 82Q: 3 clusters Score -703644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -703643.375000 Penalty: 2794.181641
	Iteration 83Q: 3 clusters Score -703643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -703646.125000 Penalty: 2794.181641
	Iteration 84Q: 3 clusters Score -703646.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -703647.562500 Penalty: 2794.181641
	Iteration 85Q: 3 clusters Score -703647.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -703651.875000 Penalty: 2794.181641
	Iteration 86Q: 3 clusters Score -703651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -703655.875000 Penalty: 2794.181641
	Iteration 87Q: 3 clusters Score -703655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -703655.687500 Penalty: 2794.181641
	Iteration 88Q: 3 clusters Score -703655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -703656.375000 Penalty: 2794.181641
	Iteration 89Q: 3 clusters Score -703656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -703656.562500 Penalty: 2794.181641
	Iteration 90Q: 3 clusters Score -703656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -703655.312500 Penalty: 2794.181641
	Iteration 91Q: 3 clusters Score -703655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -703655.875000 Penalty: 2794.181641
	Iteration 92Q: 3 clusters Score -703655.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -703655.875000 Penalty: 2794.181641
	Iteration 93F: 3 clusters Score -703655.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -682077.250000 Penalty: 1397.958374
	Iteration 0F: 2 clusters Score -682077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -677796.187500 Penalty: 2795.916748
	Iteration 0F: 3 clusters Score -677796.2 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -678951.437500 Penalty: 2795.916748
	Iteration 1F: 3 clusters Score -678951.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -679144.687500 Penalty: 2795.916748
	Iteration 2F: 3 clusters Score -679144.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -679294.062500 Penalty: 2795.916748
	Iteration 3F: 3 clusters Score -679294.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -679418.312500 Penalty: 2795.916748
	Iteration 4Q: 3 clusters Score -679418.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -679540.312500 Penalty: 2795.916748
	Iteration 5Q: 3 clusters Score -679540.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -679658.437500 Penalty: 2795.916748
	Iteration 6Q: 3 clusters Score -679658.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -679763.500000 Penalty: 2795.916748
	Iteration 7Q: 3 clusters Score -679763.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -679849.625000 Penalty: 2795.916748
	Iteration 8Q: 3 clusters Score -679849.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -679929.375000 Penalty: 2795.916748
	Iteration 9Q: 3 clusters Score -679929.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -679992.437500 Penalty: 2795.916748
	Iteration 10Q: 3 clusters Score -679992.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -680047.500000 Penalty: 2795.916748
	Iteration 11Q: 3 clusters Score -680047.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -680082.812500 Penalty: 2795.916748
	Iteration 12Q: 3 clusters Score -680082.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -680119.250000 Penalty: 2795.916748
	Iteration 13Q: 3 clusters Score -680119.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -680156.687500 Penalty: 2795.916748
	Iteration 14Q: 3 clusters Score -680156.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -680188.500000 Penalty: 2795.916748
	Iteration 15Q: 3 clusters Score -680188.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -680220.187500 Penalty: 2795.916748
	Iteration 16Q: 3 clusters Score -680220.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -680258.062500 Penalty: 2795.916748
	Iteration 17Q: 3 clusters Score -680258.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -680307.125000 Penalty: 2795.916748
	Iteration 18Q: 3 clusters Score -680307.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -680345.750000 Penalty: 2795.916748
	Iteration 19Q: 3 clusters Score -680345.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -680381.625000 Penalty: 2795.916748
	Iteration 20F: 3 clusters Score -680381.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -680422.125000 Penalty: 2795.916748
	Iteration 21Q: 3 clusters Score -680422.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -680454.437500 Penalty: 2795.916748
	Iteration 22Q: 3 clusters Score -680454.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -680481.500000 Penalty: 2795.916748
	Iteration 23Q: 3 clusters Score -680481.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -680510.687500 Penalty: 2795.916748
	Iteration 24Q: 3 clusters Score -680510.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -680547.062500 Penalty: 2795.916748
	Iteration 25Q: 3 clusters Score -680547.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -680580.125000 Penalty: 2795.916748
	Iteration 26Q: 3 clusters Score -680580.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -680606.562500 Penalty: 2795.916748
	Iteration 27Q: 3 clusters Score -680606.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -680641.000000 Penalty: 2795.916748
	Iteration 28Q: 3 clusters Score -680641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -680677.687500 Penalty: 2795.916748
	Iteration 29Q: 3 clusters Score -680677.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -680710.625000 Penalty: 2795.916748
	Iteration 30Q: 3 clusters Score -680710.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -680732.437500 Penalty: 2795.916748
	Iteration 31Q: 3 clusters Score -680732.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -680750.250000 Penalty: 2795.916748
	Iteration 32Q: 3 clusters Score -680750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -680760.500000 Penalty: 2795.916748
	Iteration 33Q: 3 clusters Score -680760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -680768.625000 Penalty: 2795.916748
	Iteration 34Q: 3 clusters Score -680768.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -680775.125000 Penalty: 2795.916748
	Iteration 35Q: 3 clusters Score -680775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -680783.187500 Penalty: 2795.916748
	Iteration 36Q: 3 clusters Score -680783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -680792.812500 Penalty: 2795.916748
	Iteration 37Q: 3 clusters Score -680792.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -680804.812500 Penalty: 2795.916748
	Iteration 38Q: 3 clusters Score -680804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -680807.937500 Penalty: 2795.916748
	Iteration 39Q: 3 clusters Score -680807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -680810.937500 Penalty: 2795.916748
	Iteration 40F: 3 clusters Score -680810.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -680820.937500 Penalty: 2795.916748
	Iteration 41Q: 3 clusters Score -680820.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -680827.500000 Penalty: 2795.916748
	Iteration 42Q: 3 clusters Score -680827.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -680830.250000 Penalty: 2795.916748
	Iteration 43Q: 3 clusters Score -680830.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -680831.375000 Penalty: 2795.916748
	Iteration 44Q: 3 clusters Score -680831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -680832.437500 Penalty: 2795.916748
	Iteration 45Q: 3 clusters Score -680832.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -680832.437500 Penalty: 2795.916748
	Iteration 46F: 3 clusters Score -680832.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -300369.687500 Penalty: 1273.730713
	Iteration 0F: 2 clusters Score -300369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -297901.125000 Penalty: 2547.461426
	Iteration 0F: 3 clusters Score -297901.1 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -298556.218750 Penalty: 2547.461426
	Iteration 1F: 3 clusters Score -298556.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -298762.093750 Penalty: 2547.461426
	Iteration 2F: 3 clusters Score -298762.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -298918.531250 Penalty: 2547.461426
	Iteration 3F: 3 clusters Score -298918.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -299080.125000 Penalty: 2547.461426
	Iteration 4F: 3 clusters Score -299080.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299196.750000 Penalty: 2547.461426
	Iteration 5Q: 3 clusters Score -299196.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -299303.312500 Penalty: 2547.461426
	Iteration 6Q: 3 clusters Score -299303.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -299387.375000 Penalty: 2547.461426
	Iteration 7Q: 3 clusters Score -299387.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -299433.093750 Penalty: 2547.461426
	Iteration 8Q: 3 clusters Score -299433.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -299469.218750 Penalty: 2547.461426
	Iteration 9Q: 3 clusters Score -299469.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -299492.531250 Penalty: 2547.461426
	Iteration 10Q: 3 clusters Score -299492.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -299510.906250 Penalty: 2547.461426
	Iteration 11Q: 3 clusters Score -299510.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -299522.125000 Penalty: 2547.461426
	Iteration 12Q: 3 clusters Score -299522.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -299532.031250 Penalty: 2547.461426
	Iteration 13Q: 3 clusters Score -299532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -299539.375000 Penalty: 2547.461426
	Iteration 14Q: 3 clusters Score -299539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -299547.093750 Penalty: 2547.461426
	Iteration 15Q: 3 clusters Score -299547.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -299555.875000 Penalty: 2547.461426
	Iteration 16Q: 3 clusters Score -299555.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -299563.906250 Penalty: 2547.461426
	Iteration 17Q: 3 clusters Score -299563.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -299571.125000 Penalty: 2547.461426
	Iteration 18Q: 3 clusters Score -299571.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -299578.750000 Penalty: 2547.461426
	Iteration 19Q: 3 clusters Score -299578.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -299583.656250 Penalty: 2547.461426
	Iteration 20F: 3 clusters Score -299583.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -299585.656250 Penalty: 2547.461426
	Iteration 21Q: 3 clusters Score -299585.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -299588.437500 Penalty: 2547.461426
	Iteration 22Q: 3 clusters Score -299588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -299589.781250 Penalty: 2547.461426
	Iteration 23Q: 3 clusters Score -299589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -299591.625000 Penalty: 2547.461426
	Iteration 24Q: 3 clusters Score -299591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -299592.875000 Penalty: 2547.461426
	Iteration 25Q: 3 clusters Score -299592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299595.437500 Penalty: 2547.461426
	Iteration 26Q: 3 clusters Score -299595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -299597.656250 Penalty: 2547.461426
	Iteration 27Q: 3 clusters Score -299597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -299600.968750 Penalty: 2547.461426
	Iteration 28Q: 3 clusters Score -299601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -299602.593750 Penalty: 2547.461426
	Iteration 29Q: 3 clusters Score -299602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -299605.562500 Penalty: 2547.461426
	Iteration 30Q: 3 clusters Score -299605.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299607.312500 Penalty: 2547.461426
	Iteration 31Q: 3 clusters Score -299607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -299607.781250 Penalty: 2547.461426
	Iteration 32Q: 3 clusters Score -299607.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -299609.500000 Penalty: 2547.461426
	Iteration 33Q: 3 clusters Score -299609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -299610.437500 Penalty: 2547.461426
	Iteration 34Q: 3 clusters Score -299610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -299611.781250 Penalty: 2547.461426
	Iteration 35Q: 3 clusters Score -299611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -299613.093750 Penalty: 2547.461426
	Iteration 36Q: 3 clusters Score -299613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -299614.375000 Penalty: 2547.461426
	Iteration 37Q: 3 clusters Score -299614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -299615.406250 Penalty: 2547.461426
	Iteration 38Q: 3 clusters Score -299615.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -299615.406250 Penalty: 2547.461426
	Iteration 39F: 3 clusters Score -299615.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -891627.937500 Penalty: 1440.704834
	Iteration 0F: 2 clusters Score -891627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -886394.375000 Penalty: 2881.409668
	Iteration 0F: 3 clusters Score -886394.4 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -887994.125000 Penalty: 2881.409668
	Iteration 1F: 3 clusters Score -887994.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -888200.750000 Penalty: 2881.409668
	Iteration 2F: 3 clusters Score -888200.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -888330.750000 Penalty: 2881.409668
	Iteration 3Q: 3 clusters Score -888330.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -888446.250000 Penalty: 2881.409668
	Iteration 4Q: 3 clusters Score -888446.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -888552.625000 Penalty: 2881.409668
	Iteration 5Q: 3 clusters Score -888552.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -888639.937500 Penalty: 2881.409668
	Iteration 6Q: 3 clusters Score -888639.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -888715.687500 Penalty: 2881.409668
	Iteration 7Q: 3 clusters Score -888715.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -888775.625000 Penalty: 2881.409668
	Iteration 8Q: 3 clusters Score -888775.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -888847.875000 Penalty: 2881.409668
	Iteration 9Q: 3 clusters Score -888847.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -888926.750000 Penalty: 2881.409668
	Iteration 10Q: 3 clusters Score -888926.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -889011.812500 Penalty: 2881.409668
	Iteration 11Q: 3 clusters Score -889011.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -889121.937500 Penalty: 2881.409668
	Iteration 12Q: 3 clusters Score -889121.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -889266.437500 Penalty: 2881.409668
	Iteration 13Q: 3 clusters Score -889266.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -889410.687500 Penalty: 2881.409668
	Iteration 14Q: 3 clusters Score -889410.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -889572.000000 Penalty: 2881.409668
	Iteration 15Q: 3 clusters Score -889572 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -889762.062500 Penalty: 2881.409668
	Iteration 16Q: 3 clusters Score -889762.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -889922.250000 Penalty: 2881.409668
	Iteration 17Q: 3 clusters Score -889922.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -890057.500000 Penalty: 2881.409668
	Iteration 18Q: 3 clusters Score -890057.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -890168.812500 Penalty: 2881.409668
	Iteration 19Q: 3 clusters Score -890168.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -890276.500000 Penalty: 2881.409668
	Iteration 20F: 3 clusters Score -890276.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -890344.375000 Penalty: 2881.409668
	Iteration 21Q: 3 clusters Score -890344.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -890386.312500 Penalty: 2881.409668
	Iteration 22Q: 3 clusters Score -890386.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -890420.187500 Penalty: 2881.409668
	Iteration 23Q: 3 clusters Score -890420.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -890435.437500 Penalty: 2881.409668
	Iteration 24Q: 3 clusters Score -890435.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -890453.500000 Penalty: 2881.409668
	Iteration 25Q: 3 clusters Score -890453.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -890467.437500 Penalty: 2881.409668
	Iteration 26Q: 3 clusters Score -890467.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -890485.750000 Penalty: 2881.409668
	Iteration 27Q: 3 clusters Score -890485.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -890502.812500 Penalty: 2881.409668
	Iteration 28Q: 3 clusters Score -890502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -890509.500000 Penalty: 2881.409668
	Iteration 29Q: 3 clusters Score -890509.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -890515.875000 Penalty: 2881.409668
	Iteration 30Q: 3 clusters Score -890515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -890518.875000 Penalty: 2881.409668
	Iteration 31Q: 3 clusters Score -890518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -890518.875000 Penalty: 2881.409668
	Iteration 32F: 3 clusters Score -890518.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Entering Unmasked Estep 
Score: -2713508.750000 Penalty: 1624.760254
	Iteration 0F: 2 clusters Score -2713509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2698737.750000 Penalty: 3249.520508
	Iteration 0F: 3 clusters Score -2698738 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2703958.250000 Penalty: 3249.520508
	Iteration 1F: 3 clusters Score -2703958 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2704310.000000 Penalty: 3249.520508
	Iteration 2Q: 3 clusters Score -2704310 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2704610.000000 Penalty: 3249.520508
	Iteration 3Q: 3 clusters Score -2704610 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2704912.750000 Penalty: 3249.520508
	Iteration 4Q: 3 clusters Score -2704913 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2705232.000000 Penalty: 3249.520508
	Iteration 5Q: 3 clusters Score -2705232 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2705647.000000 Penalty: 3249.520508
	Iteration 6Q: 3 clusters Score -2705647 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2706153.000000 Penalty: 3249.520508
	Iteration 7Q: 3 clusters Score -2706153 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2706870.500000 Penalty: 3249.520508
	Iteration 8F: 3 clusters Score -2706870 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2707817.250000 Penalty: 3249.520508
	Iteration 9F: 3 clusters Score -2707817 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2708787.000000 Penalty: 3249.520508
	Iteration 10F: 3 clusters Score -2708787 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2709802.750000 Penalty: 3249.520508
	Iteration 11F: 3 clusters Score -2709803 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2710612.000000 Penalty: 3249.520508
	Iteration 12Q: 3 clusters Score -2710612 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2711125.750000 Penalty: 3249.520508
	Iteration 13Q: 3 clusters Score -2711126 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2711466.500000 Penalty: 3249.520508
	Iteration 14Q: 3 clusters Score -2711466 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2711636.500000 Penalty: 3249.520508
	Iteration 15Q: 3 clusters Score -2711636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2711755.250000 Penalty: 3249.520508
	Iteration 16Q: 3 clusters Score -2711755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2711858.750000 Penalty: 3249.520508
	Iteration 17Q: 3 clusters Score -2711859 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2711932.750000 Penalty: 3249.520508
	Iteration 18Q: 3 clusters Score -2711933 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2711995.000000 Penalty: 3249.520508
	Iteration 19Q: 3 clusters Score -2711995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2712049.250000 Penalty: 3249.520508
	Iteration 20F: 3 clusters Score -2712049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2712076.000000 Penalty: 3249.520508
	Iteration 21Q: 3 clusters Score -2712076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2712100.000000 Penalty: 3249.520508
	Iteration 22Q: 3 clusters Score -2712100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2712123.500000 Penalty: 3249.520508
	Iteration 23Q: 3 clusters Score -2712124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2712127.750000 Penalty: 3249.520508
	Iteration 24Q: 3 clusters Score -2712128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2712141.250000 Penalty: 3249.520508
	Iteration 25Q: 3 clusters Score -2712141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2712145.750000 Penalty: 3249.520508
	Iteration 26Q: 3 clusters Score -2712146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2712145.000000 Penalty: 3249.520508
	Iteration 27Q: 3 clusters Score -2712145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2712151.500000 Penalty: 3249.520508
	Iteration 28Q: 3 clusters Score -2712152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2712158.750000 Penalty: 3249.520508
	Iteration 29Q: 3 clusters Score -2712159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2712154.250000 Penalty: 3249.520508
	Iteration 30Q: 3 clusters Score -2712154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2712162.500000 Penalty: 3249.520508
	Iteration 31Q: 3 clusters Score -2712162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2712159.750000 Penalty: 3249.520508
	Iteration 32Q: 3 clusters Score -2712160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2712160.500000 Penalty: 3249.520508
	Iteration 33Q: 3 clusters Score -2712160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2712162.750000 Penalty: 3249.520508
	Iteration 34Q: 3 clusters Score -2712163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2712160.500000 Penalty: 3249.520508
	Iteration 35Q: 3 clusters Score -2712160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2712161.000000 Penalty: 3249.520508
	Iteration 36Q: 3 clusters Score -2712161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2712159.500000 Penalty: 3249.520508
	Iteration 37Q: 3 clusters Score -2712160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2712161.000000 Penalty: 3249.520508
	Iteration 38Q: 3 clusters Score -2712161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2712160.500000 Penalty: 3249.520508
	Iteration 39Q: 3 clusters Score -2712160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2712161.250000 Penalty: 3249.520508
	Iteration 40F: 3 clusters Score -2712161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -1035769.812500 Penalty: 1476.257812
	Iteration 0F: 2 clusters Score -1035770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1029365.375000 Penalty: 2952.515625
	Iteration 0F: 3 clusters Score -1029365 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1031660.312500 Penalty: 2952.515625
	Iteration 1F: 3 clusters Score -1031660 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1031976.812500 Penalty: 2952.515625
	Iteration 2F: 3 clusters Score -1031977 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1032223.187500 Penalty: 2952.515625
	Iteration 3F: 3 clusters Score -1032223 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1032464.250000 Penalty: 2952.515625
	Iteration 4Q: 3 clusters Score -1032464 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1032703.312500 Penalty: 2952.515625
	Iteration 5Q: 3 clusters Score -1032703 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1032943.250000 Penalty: 2952.515625
	Iteration 6Q: 3 clusters Score -1032943 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1033181.312500 Penalty: 2952.515625
	Iteration 7Q: 3 clusters Score -1033181 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1033377.875000 Penalty: 2952.515625
	Iteration 8Q: 3 clusters Score -1033378 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1033543.437500 Penalty: 2952.515625
	Iteration 9Q: 3 clusters Score -1033543 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1033674.187500 Penalty: 2952.515625
	Iteration 10Q: 3 clusters Score -1033674 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1033785.875000 Penalty: 2952.515625
	Iteration 11Q: 3 clusters Score -1033786 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1033879.312500 Penalty: 2952.515625
	Iteration 12Q: 3 clusters Score -1033879 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1033968.187500 Penalty: 2952.515625
	Iteration 13Q: 3 clusters Score -1033968 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1034060.062500 Penalty: 2952.515625
	Iteration 14Q: 3 clusters Score -1034060 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1034136.500000 Penalty: 2952.515625
	Iteration 15Q: 3 clusters Score -1034136 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1034191.875000 Penalty: 2952.515625
	Iteration 16Q: 3 clusters Score -1034192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1034230.375000 Penalty: 2952.515625
	Iteration 17Q: 3 clusters Score -1034230 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1034281.187500 Penalty: 2952.515625
	Iteration 18Q: 3 clusters Score -1034281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1034316.937500 Penalty: 2952.515625
	Iteration 19Q: 3 clusters Score -1034317 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1034350.000000 Penalty: 2952.515625
	Iteration 20F: 3 clusters Score -1034350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1034366.250000 Penalty: 2952.515625
	Iteration 21Q: 3 clusters Score -1034366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1034381.562500 Penalty: 2952.515625
	Iteration 22Q: 3 clusters Score -1034382 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1034399.687500 Penalty: 2952.515625
	Iteration 23Q: 3 clusters Score -1034400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1034412.687500 Penalty: 2952.515625
	Iteration 24Q: 3 clusters Score -1034413 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1034428.562500 Penalty: 2952.515625
	Iteration 25Q: 3 clusters Score -1034429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1034449.937500 Penalty: 2952.515625
	Iteration 26Q: 3 clusters Score -1034450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1034465.375000 Penalty: 2952.515625
	Iteration 27Q: 3 clusters Score -1034465 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1034488.000000 Penalty: 2952.515625
	Iteration 28Q: 3 clusters Score -1034488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1034503.000000 Penalty: 2952.515625
	Iteration 29Q: 3 clusters Score -1034503 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1034520.812500 Penalty: 2952.515625
	Iteration 30Q: 3 clusters Score -1034521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1034534.625000 Penalty: 2952.515625
	Iteration 31Q: 3 clusters Score -1034535 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1034541.812500 Penalty: 2952.515625
	Iteration 32Q: 3 clusters Score -1034542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1034553.500000 Penalty: 2952.515625
	Iteration 33Q: 3 clusters Score -1034554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1034563.125000 Penalty: 2952.515625
	Iteration 34Q: 3 clusters Score -1034563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1034571.937500 Penalty: 2952.515625
	Iteration 35Q: 3 clusters Score -1034572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1034581.375000 Penalty: 2952.515625
	Iteration 36Q: 3 clusters Score -1034581 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1034589.437500 Penalty: 2952.515625
	Iteration 37Q: 3 clusters Score -1034589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1034608.312500 Penalty: 2952.515625
	Iteration 38Q: 3 clusters Score -1034608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1034619.187500 Penalty: 2952.515625
	Iteration 39Q: 3 clusters Score -1034619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1034624.125000 Penalty: 2952.515625
	Iteration 40F: 3 clusters Score -1034624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1034629.812500 Penalty: 2952.515625
	Iteration 41Q: 3 clusters Score -1034630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1034630.875000 Penalty: 2952.515625
	Iteration 42Q: 3 clusters Score -1034631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1034636.062500 Penalty: 2952.515625
	Iteration 43Q: 3 clusters Score -1034636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1034638.812500 Penalty: 2952.515625
	Iteration 44Q: 3 clusters Score -1034639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1034641.562500 Penalty: 2952.515625
	Iteration 45Q: 3 clusters Score -1034642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1034647.125000 Penalty: 2952.515625
	Iteration 46Q: 3 clusters Score -1034647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1034653.750000 Penalty: 2952.515625
	Iteration 47Q: 3 clusters Score -1034654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1034665.375000 Penalty: 2952.515625
	Iteration 48Q: 3 clusters Score -1034665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1034672.875000 Penalty: 2952.515625
	Iteration 49Q: 3 clusters Score -1034673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1034684.937500 Penalty: 2952.515625
	Iteration 50Q: 3 clusters Score -1034685 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1034698.875000 Penalty: 2952.515625
	Iteration 51Q: 3 clusters Score -1034699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1034720.812500 Penalty: 2952.515625
	Iteration 52Q: 3 clusters Score -1034721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1034741.437500 Penalty: 2952.515625
	Iteration 53Q: 3 clusters Score -1034741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1034771.062500 Penalty: 2952.515625
	Iteration 54Q: 3 clusters Score -1034771 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1034793.125000 Penalty: 2952.515625
	Iteration 55Q: 3 clusters Score -1034793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1034809.875000 Penalty: 2952.515625
	Iteration 56Q: 3 clusters Score -1034810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1034838.937500 Penalty: 2952.515625
	Iteration 57Q: 3 clusters Score -1034839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1034862.625000 Penalty: 2952.515625
	Iteration 58Q: 3 clusters Score -1034863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1034884.750000 Penalty: 2952.515625
	Iteration 59Q: 3 clusters Score -1034885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1034907.812500 Penalty: 2952.515625
	Iteration 60F: 3 clusters Score -1034908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1034926.812500 Penalty: 2952.515625
	Iteration 61Q: 3 clusters Score -1034927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1034948.687500 Penalty: 2952.515625
	Iteration 62Q: 3 clusters Score -1034949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1034965.687500 Penalty: 2952.515625
	Iteration 63Q: 3 clusters Score -1034966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1034981.062500 Penalty: 2952.515625
	Iteration 64Q: 3 clusters Score -1034981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1034989.187500 Penalty: 2952.515625
	Iteration 65Q: 3 clusters Score -1034989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1034994.187500 Penalty: 2952.515625
	Iteration 66Q: 3 clusters Score -1034994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1034997.625000 Penalty: 2952.515625
	Iteration 67Q: 3 clusters Score -1034998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1035002.000000 Penalty: 2952.515625
	Iteration 68Q: 3 clusters Score -1035002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1035009.062500 Penalty: 2952.515625
	Iteration 69Q: 3 clusters Score -1035009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1035014.250000 Penalty: 2952.515625
	Iteration 70Q: 3 clusters Score -1035014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1035020.625000 Penalty: 2952.515625
	Iteration 71Q: 3 clusters Score -1035021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1035020.250000 Penalty: 2952.515625
	Iteration 72Q: 3 clusters Score -1035020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1035022.062500 Penalty: 2952.515625
	Iteration 73Q: 3 clusters Score -1035022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1035022.687500 Penalty: 2952.515625
	Iteration 74Q: 3 clusters Score -1035023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1035022.937500 Penalty: 2952.515625
	Iteration 75Q: 3 clusters Score -1035023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1035024.875000 Penalty: 2952.515625
	Iteration 76Q: 3 clusters Score -1035025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1035027.750000 Penalty: 2952.515625
	Iteration 77Q: 3 clusters Score -1035028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1035029.625000 Penalty: 2952.515625
	Iteration 78Q: 3 clusters Score -1035030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1035028.750000 Penalty: 2952.515625
	Iteration 79Q: 3 clusters Score -1035029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1035031.875000 Penalty: 2952.515625
	Iteration 80F: 3 clusters Score -1035032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1035033.312500 Penalty: 2952.515625
	Iteration 81Q: 3 clusters Score -1035033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1035031.875000 Penalty: 2952.515625
	Iteration 82Q: 3 clusters Score -1035032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1035033.500000 Penalty: 2952.515625
	Iteration 83Q: 3 clusters Score -1035034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1035035.687500 Penalty: 2952.515625
	Iteration 84Q: 3 clusters Score -1035036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1035035.437500 Penalty: 2952.515625
	Iteration 85Q: 3 clusters Score -1035035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1035035.187500 Penalty: 2952.515625
	Iteration 86Q: 3 clusters Score -1035035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1035036.750000 Penalty: 2952.515625
	Iteration 87Q: 3 clusters Score -1035037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1035036.562500 Penalty: 2952.515625
	Iteration 88Q: 3 clusters Score -1035037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1035036.812500 Penalty: 2952.515625
	Iteration 89Q: 3 clusters Score -1035037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1035039.500000 Penalty: 2952.515625
	Iteration 90Q: 3 clusters Score -1035040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1035040.687500 Penalty: 2952.515625
	Iteration 91Q: 3 clusters Score -1035041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1035042.312500 Penalty: 2952.515625
	Iteration 92Q: 3 clusters Score -1035042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1035041.750000 Penalty: 2952.515625
	Iteration 93Q: 3 clusters Score -1035042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1035041.687500 Penalty: 2952.515625
	Iteration 94Q: 3 clusters Score -1035042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1035042.687500 Penalty: 2952.515625
	Iteration 95Q: 3 clusters Score -1035043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1035043.437500 Penalty: 2952.515625
	Iteration 96Q: 3 clusters Score -1035043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1035044.000000 Penalty: 2952.515625
	Iteration 97Q: 3 clusters Score -1035044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1035046.125000 Penalty: 2952.515625
	Iteration 98Q: 3 clusters Score -1035046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1035046.187500 Penalty: 2952.515625
	Iteration 99Q: 3 clusters Score -1035046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1035046.375000 Penalty: 2952.515625
	Iteration 100F: 3 clusters Score -1035046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1035047.687500 Penalty: 2952.515625
	Iteration 101Q: 3 clusters Score -1035048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1035048.000000 Penalty: 2952.515625
	Iteration 102Q: 3 clusters Score -1035048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1035045.375000 Penalty: 2952.515625
	Iteration 103Q: 3 clusters Score -1035045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1035046.812500 Penalty: 2952.515625
	Iteration 104Q: 3 clusters Score -1035047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1035047.250000 Penalty: 2952.515625
	Iteration 105Q: 3 clusters Score -1035047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1035047.750000 Penalty: 2952.515625
	Iteration 106Q: 3 clusters Score -1035048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1035047.625000 Penalty: 2952.515625
	Iteration 107Q: 3 clusters Score -1035048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1035047.750000 Penalty: 2952.515625
	Iteration 108Q: 3 clusters Score -1035048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1035048.250000 Penalty: 2952.515625
	Iteration 109Q: 3 clusters Score -1035048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1035048.625000 Penalty: 2952.515625
	Iteration 110Q: 3 clusters Score -1035049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1035050.562500 Penalty: 2952.515625
	Iteration 111Q: 3 clusters Score -1035051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1035051.625000 Penalty: 2952.515625
	Iteration 112Q: 3 clusters Score -1035052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1035052.625000 Penalty: 2952.515625
	Iteration 113Q: 3 clusters Score -1035053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1035052.625000 Penalty: 2952.515625
	Iteration 114F: 3 clusters Score -1035053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -54777.167969 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -54777.17 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 253 members 
Entering Unmasked Estep 
Score: -53695.937500 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -53695.94 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53855.730469 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -53855.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53902.394531 Penalty: 2017.791748
	Iteration 2Q: 3 clusters Score -53902.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53952.949219 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -53952.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53987.589844 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -53987.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54028.902344 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -54028.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -54059.203125 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -54059.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54085.085938 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -54085.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54117.558594 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -54117.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54168.398438 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -54168.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54226.390625 Penalty: 2017.791748
	Iteration 10Q: 3 clusters Score -54226.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54313.753906 Penalty: 2017.791748
	Iteration 11Q: 3 clusters Score -54313.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54365.042969 Penalty: 2017.791748
	Iteration 12Q: 3 clusters Score -54365.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54414.902344 Penalty: 2017.791748
	Iteration 13Q: 3 clusters Score -54414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54438.023438 Penalty: 2017.791748
	Iteration 14Q: 3 clusters Score -54438.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54446.074219 Penalty: 2017.791748
	Iteration 15Q: 3 clusters Score -54446.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54469.925781 Penalty: 2017.791748
	Iteration 16F: 3 clusters Score -54469.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54514.765625 Penalty: 2017.791748
	Iteration 17Q: 3 clusters Score -54514.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54545.027344 Penalty: 2017.791748
	Iteration 18Q: 3 clusters Score -54545.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54548.910156 Penalty: 2017.791748
	Iteration 19Q: 3 clusters Score -54548.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -54549.621094 Penalty: 2017.791748
	Iteration 20F: 3 clusters Score -54549.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Entering Unmasked Estep 
Score: -10330668.000000 Penalty: 1835.733154
	Iteration 0F: 2 clusters Score -1.033067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -10277053.000000 Penalty: 3671.466309
	Iteration 0F: 3 clusters Score -1.027705e+07 nChanged 38548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -10299180.000000 Penalty: 3671.466309
	Iteration 1F: 3 clusters Score -1.029918e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -10300314.000000 Penalty: 3671.466309
	Iteration 2Q: 3 clusters Score -1.030031e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -10301896.000000 Penalty: 3671.466309
	Iteration 3Q: 3 clusters Score -1.03019e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -10303908.000000 Penalty: 3671.466309
	Iteration 4F: 3 clusters Score -1.030391e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -10306369.000000 Penalty: 3671.466309
	Iteration 5F: 3 clusters Score -1.030637e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -10308941.000000 Penalty: 3671.466309
	Iteration 6F: 3 clusters Score -1.030894e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -10311534.000000 Penalty: 3671.466309
	Iteration 7F: 3 clusters Score -1.031153e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -10314367.000000 Penalty: 3671.466309
	Iteration 8F: 3 clusters Score -1.031437e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -10317667.000000 Penalty: 3671.466309
	Iteration 9Q: 3 clusters Score -1.031767e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -10321055.000000 Penalty: 3671.466309
	Iteration 10Q: 3 clusters Score -1.032106e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59750 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -10323361.000000 Penalty: 3671.466309
	Iteration 11Q: 3 clusters Score -1.032336e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -10324410.000000 Penalty: 3671.466309
	Iteration 12Q: 3 clusters Score -1.032441e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -10324616.000000 Penalty: 3671.466309
	Iteration 13Q: 3 clusters Score -1.032462e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -10324786.000000 Penalty: 3671.466309
	Iteration 14Q: 3 clusters Score -1.032479e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -10324857.000000 Penalty: 3671.466309
	Iteration 15Q: 3 clusters Score -1.032486e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -10324936.000000 Penalty: 3671.466309
	Iteration 16Q: 3 clusters Score -1.032494e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60437 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -10324968.000000 Penalty: 3671.466309
	Iteration 17Q: 3 clusters Score -1.032497e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -10325000.000000 Penalty: 3671.466309
	Iteration 18Q: 3 clusters Score -1.0325e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -10325011.000000 Penalty: 3671.466309
	Iteration 19Q: 3 clusters Score -1.032501e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -10325044.000000 Penalty: 3671.466309
	Iteration 20F: 3 clusters Score -1.032504e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -10325047.000000 Penalty: 3671.466309
	Iteration 21Q: 3 clusters Score -1.032505e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -10325066.000000 Penalty: 3671.466309
	Iteration 22Q: 3 clusters Score -1.032507e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -10325045.000000 Penalty: 3671.466309
	Iteration 23Q: 3 clusters Score -1.032504e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -10325078.000000 Penalty: 3671.466309
	Iteration 24Q: 3 clusters Score -1.032508e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60642 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -10325088.000000 Penalty: 3671.466309
	Iteration 25Q: 3 clusters Score -1.032509e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -10325110.000000 Penalty: 3671.466309
	Iteration 26Q: 3 clusters Score -1.032511e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -10325105.000000 Penalty: 3671.466309
	Iteration 27Q: 3 clusters Score -1.03251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -10325083.000000 Penalty: 3671.466309
	Iteration 28Q: 3 clusters Score -1.032508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -10325084.000000 Penalty: 3671.466309
	Iteration 29Q: 3 clusters Score -1.032508e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -10325079.000000 Penalty: 3671.466309
	Iteration 30Q: 3 clusters Score -1.032508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -10325108.000000 Penalty: 3671.466309
	Iteration 31Q: 3 clusters Score -1.032511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -10325104.000000 Penalty: 3671.466309
	Iteration 32Q: 3 clusters Score -1.03251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -10325109.000000 Penalty: 3671.466309
	Iteration 33Q: 3 clusters Score -1.032511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -10325113.000000 Penalty: 3671.466309
	Iteration 34Q: 3 clusters Score -1.032511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -10325119.000000 Penalty: 3671.466309
	Iteration 35Q: 3 clusters Score -1.032512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -10325116.000000 Penalty: 3671.466309
	Iteration 36Q: 3 clusters Score -1.032512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -10325115.000000 Penalty: 3671.466309
	Iteration 37Q: 3 clusters Score -1.032512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -10325124.000000 Penalty: 3671.466309
	Iteration 38Q: 3 clusters Score -1.032512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -10325122.000000 Penalty: 3671.466309
	Iteration 39Q: 3 clusters Score -1.032512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -10325122.000000 Penalty: 3671.466309
	Iteration 40F: 3 clusters Score -1.032512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -136336.203125 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -136336.2 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 532 members 
Entering Unmasked Estep 
Score: -134828.703125 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -134828.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -135112.468750 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -135112.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135248.703125 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -135248.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -135361.953125 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -135362 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -135442.546875 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -135442.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -135515.046875 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -135578.406250 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135578.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -135640.781250 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135640.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -135697.546875 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135697.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -135775.750000 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135775.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135839.453125 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135839.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -135859.000000 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -135859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -135872.609375 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -135872.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -135879.171875 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -135879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135881.828125 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -135881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -135882.375000 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -135882.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135883.453125 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -135883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -135883.453125 Penalty: 2275.996338
	Iteration 17F: 3 clusters Score -135883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Entering Unmasked Estep 
Score: -843077.187500 Penalty: 1433.986206
	Iteration 0F: 2 clusters Score -843077.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -837955.812500 Penalty: 2867.972412
	Iteration 0F: 3 clusters Score -837955.8 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -839421.125000 Penalty: 2867.972412
	Iteration 1F: 3 clusters Score -839421.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -839615.187500 Penalty: 2867.972412
	Iteration 2F: 3 clusters Score -839615.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -839762.812500 Penalty: 2867.972412
	Iteration 3F: 3 clusters Score -839762.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -839887.000000 Penalty: 2867.972412
	Iteration 4Q: 3 clusters Score -839887 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -839989.625000 Penalty: 2867.972412
	Iteration 5Q: 3 clusters Score -839989.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -840074.812500 Penalty: 2867.972412
	Iteration 6Q: 3 clusters Score -840074.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -840141.125000 Penalty: 2867.972412
	Iteration 7Q: 3 clusters Score -840141.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -840202.625000 Penalty: 2867.972412
	Iteration 8Q: 3 clusters Score -840202.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -840284.125000 Penalty: 2867.972412
	Iteration 9Q: 3 clusters Score -840284.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -840365.750000 Penalty: 2867.972412
	Iteration 10Q: 3 clusters Score -840365.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -840463.625000 Penalty: 2867.972412
	Iteration 11Q: 3 clusters Score -840463.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -840559.000000 Penalty: 2867.972412
	Iteration 12Q: 3 clusters Score -840559 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -840659.250000 Penalty: 2867.972412
	Iteration 13Q: 3 clusters Score -840659.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -840772.000000 Penalty: 2867.972412
	Iteration 14Q: 3 clusters Score -840772 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -840904.312500 Penalty: 2867.972412
	Iteration 15Q: 3 clusters Score -840904.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -841046.187500 Penalty: 2867.972412
	Iteration 16Q: 3 clusters Score -841046.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -841168.062500 Penalty: 2867.972412
	Iteration 17Q: 3 clusters Score -841168.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -841284.687500 Penalty: 2867.972412
	Iteration 18Q: 3 clusters Score -841284.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -841386.562500 Penalty: 2867.972412
	Iteration 19Q: 3 clusters Score -841386.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -841472.187500 Penalty: 2867.972412
	Iteration 20F: 3 clusters Score -841472.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -841535.375000 Penalty: 2867.972412
	Iteration 21Q: 3 clusters Score -841535.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -841585.125000 Penalty: 2867.972412
	Iteration 22Q: 3 clusters Score -841585.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -841626.062500 Penalty: 2867.972412
	Iteration 23Q: 3 clusters Score -841626.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -841662.937500 Penalty: 2867.972412
	Iteration 24Q: 3 clusters Score -841662.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -841687.000000 Penalty: 2867.972412
	Iteration 25Q: 3 clusters Score -841687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -841705.625000 Penalty: 2867.972412
	Iteration 26Q: 3 clusters Score -841705.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -841726.500000 Penalty: 2867.972412
	Iteration 27Q: 3 clusters Score -841726.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -841748.125000 Penalty: 2867.972412
	Iteration 28Q: 3 clusters Score -841748.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -841764.250000 Penalty: 2867.972412
	Iteration 29Q: 3 clusters Score -841764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -841776.687500 Penalty: 2867.972412
	Iteration 30Q: 3 clusters Score -841776.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -841782.875000 Penalty: 2867.972412
	Iteration 31Q: 3 clusters Score -841782.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -841796.125000 Penalty: 2867.972412
	Iteration 32Q: 3 clusters Score -841796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -841804.125000 Penalty: 2867.972412
	Iteration 33Q: 3 clusters Score -841804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -841808.375000 Penalty: 2867.972412
	Iteration 34Q: 3 clusters Score -841808.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -841817.250000 Penalty: 2867.972412
	Iteration 35Q: 3 clusters Score -841817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -841827.875000 Penalty: 2867.972412
	Iteration 36Q: 3 clusters Score -841827.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -841839.312500 Penalty: 2867.972412
	Iteration 37Q: 3 clusters Score -841839.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -841845.687500 Penalty: 2867.972412
	Iteration 38Q: 3 clusters Score -841845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -841848.625000 Penalty: 2867.972412
	Iteration 39Q: 3 clusters Score -841848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -841850.312500 Penalty: 2867.972412
	Iteration 40F: 3 clusters Score -841850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -841851.812500 Penalty: 2867.972412
	Iteration 41Q: 3 clusters Score -841851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -841852.812500 Penalty: 2867.972412
	Iteration 42Q: 3 clusters Score -841852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -841856.875000 Penalty: 2867.972412
	Iteration 43Q: 3 clusters Score -841856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -841861.812500 Penalty: 2867.972412
	Iteration 44Q: 3 clusters Score -841861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -841863.125000 Penalty: 2867.972412
	Iteration 45Q: 3 clusters Score -841863.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -841863.625000 Penalty: 2867.972412
	Iteration 46Q: 3 clusters Score -841863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -841865.000000 Penalty: 2867.972412
	Iteration 47Q: 3 clusters Score -841865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -841866.937500 Penalty: 2867.972412
	Iteration 48Q: 3 clusters Score -841866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -841869.375000 Penalty: 2867.972412
	Iteration 49Q: 3 clusters Score -841869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -841871.062500 Penalty: 2867.972412
	Iteration 50Q: 3 clusters Score -841871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -841872.437500 Penalty: 2867.972412
	Iteration 51Q: 3 clusters Score -841872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -841873.125000 Penalty: 2867.972412
	Iteration 52Q: 3 clusters Score -841873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -841874.375000 Penalty: 2867.972412
	Iteration 53Q: 3 clusters Score -841874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -841875.500000 Penalty: 2867.972412
	Iteration 54Q: 3 clusters Score -841875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -841879.500000 Penalty: 2867.972412
	Iteration 55Q: 3 clusters Score -841879.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -841881.437500 Penalty: 2867.972412
	Iteration 56Q: 3 clusters Score -841881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -841884.937500 Penalty: 2867.972412
	Iteration 57Q: 3 clusters Score -841884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -841885.937500 Penalty: 2867.972412
	Iteration 58Q: 3 clusters Score -841885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -841887.562500 Penalty: 2867.972412
	Iteration 59Q: 3 clusters Score -841887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -841887.562500 Penalty: 2867.972412
	Iteration 60F: 3 clusters Score -841887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -2457624.000000 Penalty: 1606.770020
	Iteration 0F: 2 clusters Score -2457624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2444316.000000 Penalty: 3213.540039
	Iteration 0F: 3 clusters Score -2444316 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2449260.000000 Penalty: 3213.540039
	Iteration 1F: 3 clusters Score -2449260 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2449784.000000 Penalty: 3213.540039
	Iteration 2F: 3 clusters Score -2449784 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2450258.750000 Penalty: 3213.540039
	Iteration 3F: 3 clusters Score -2450259 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2450767.750000 Penalty: 3213.540039
	Iteration 4F: 3 clusters Score -2450768 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2451344.750000 Penalty: 3213.540039
	Iteration 5F: 3 clusters Score -2451345 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2451955.250000 Penalty: 3213.540039
	Iteration 6F: 3 clusters Score -2451955 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2452600.250000 Penalty: 3213.540039
	Iteration 7F: 3 clusters Score -2452600 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2453160.000000 Penalty: 3213.540039
	Iteration 8Q: 3 clusters Score -2453160 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2453587.750000 Penalty: 3213.540039
	Iteration 9Q: 3 clusters Score -2453588 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2453927.000000 Penalty: 3213.540039
	Iteration 10Q: 3 clusters Score -2453927 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2454162.000000 Penalty: 3213.540039
	Iteration 11Q: 3 clusters Score -2454162 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2454326.000000 Penalty: 3213.540039
	Iteration 12Q: 3 clusters Score -2454326 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2454434.000000 Penalty: 3213.540039
	Iteration 13Q: 3 clusters Score -2454434 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2454510.750000 Penalty: 3213.540039
	Iteration 14Q: 3 clusters Score -2454511 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2454576.250000 Penalty: 3213.540039
	Iteration 15Q: 3 clusters Score -2454576 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2454608.750000 Penalty: 3213.540039
	Iteration 16Q: 3 clusters Score -2454609 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2454645.250000 Penalty: 3213.540039
	Iteration 17Q: 3 clusters Score -2454645 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2454674.250000 Penalty: 3213.540039
	Iteration 18Q: 3 clusters Score -2454674 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2454696.250000 Penalty: 3213.540039
	Iteration 19Q: 3 clusters Score -2454696 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2454718.000000 Penalty: 3213.540039
	Iteration 20F: 3 clusters Score -2454718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2454741.500000 Penalty: 3213.540039
	Iteration 21Q: 3 clusters Score -2454742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2454767.250000 Penalty: 3213.540039
	Iteration 22Q: 3 clusters Score -2454767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2454794.500000 Penalty: 3213.540039
	Iteration 23Q: 3 clusters Score -2454794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2454800.750000 Penalty: 3213.540039
	Iteration 24Q: 3 clusters Score -2454801 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2454805.500000 Penalty: 3213.540039
	Iteration 25Q: 3 clusters Score -2454806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2454813.000000 Penalty: 3213.540039
	Iteration 26Q: 3 clusters Score -2454813 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2454830.500000 Penalty: 3213.540039
	Iteration 27Q: 3 clusters Score -2454830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2454841.500000 Penalty: 3213.540039
	Iteration 28Q: 3 clusters Score -2454842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2454846.750000 Penalty: 3213.540039
	Iteration 29Q: 3 clusters Score -2454847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2454863.750000 Penalty: 3213.540039
	Iteration 30Q: 3 clusters Score -2454864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2454868.000000 Penalty: 3213.540039
	Iteration 31Q: 3 clusters Score -2454868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2454871.250000 Penalty: 3213.540039
	Iteration 32Q: 3 clusters Score -2454871 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2454877.250000 Penalty: 3213.540039
	Iteration 33Q: 3 clusters Score -2454877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2454874.500000 Penalty: 3213.540039
	Iteration 34Q: 3 clusters Score -2454874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2454870.250000 Penalty: 3213.540039
	Iteration 35Q: 3 clusters Score -2454870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2454870.000000 Penalty: 3213.540039
	Iteration 36Q: 3 clusters Score -2454870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2454871.000000 Penalty: 3213.540039
	Iteration 37Q: 3 clusters Score -2454871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2454871.250000 Penalty: 3213.540039
	Iteration 38Q: 3 clusters Score -2454871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2454871.750000 Penalty: 3213.540039
	Iteration 39Q: 3 clusters Score -2454872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2454870.250000 Penalty: 3213.540039
	Iteration 40F: 3 clusters Score -2454870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2454872.750000 Penalty: 3213.540039
	Iteration 41Q: 3 clusters Score -2454873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2454880.500000 Penalty: 3213.540039
	Iteration 42Q: 3 clusters Score -2454880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2454879.500000 Penalty: 3213.540039
	Iteration 43Q: 3 clusters Score -2454880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2454879.500000 Penalty: 3213.540039
	Iteration 44Q: 3 clusters Score -2454880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2454880.750000 Penalty: 3213.540039
	Iteration 45Q: 3 clusters Score -2454881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2454886.750000 Penalty: 3213.540039
	Iteration 46Q: 3 clusters Score -2454887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2454892.750000 Penalty: 3213.540039
	Iteration 47Q: 3 clusters Score -2454893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2454888.750000 Penalty: 3213.540039
	Iteration 48Q: 3 clusters Score -2454889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2454892.500000 Penalty: 3213.540039
	Iteration 49Q: 3 clusters Score -2454892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2454897.000000 Penalty: 3213.540039
	Iteration 50Q: 3 clusters Score -2454897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2454899.250000 Penalty: 3213.540039
	Iteration 51Q: 3 clusters Score -2454899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2454903.250000 Penalty: 3213.540039
	Iteration 52Q: 3 clusters Score -2454903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2454906.750000 Penalty: 3213.540039
	Iteration 53Q: 3 clusters Score -2454907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2454916.750000 Penalty: 3213.540039
	Iteration 54Q: 3 clusters Score -2454917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2454918.750000 Penalty: 3213.540039
	Iteration 55Q: 3 clusters Score -2454919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2454926.750000 Penalty: 3213.540039
	Iteration 56Q: 3 clusters Score -2454927 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2454929.500000 Penalty: 3213.540039
	Iteration 57Q: 3 clusters Score -2454930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2454928.750000 Penalty: 3213.540039
	Iteration 58Q: 3 clusters Score -2454929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2454938.250000 Penalty: 3213.540039
	Iteration 59Q: 3 clusters Score -2454938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2454941.500000 Penalty: 3213.540039
	Iteration 60F: 3 clusters Score -2454942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2454956.500000 Penalty: 3213.540039
	Iteration 61Q: 3 clusters Score -2454956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2454954.750000 Penalty: 3213.540039
	Iteration 62Q: 3 clusters Score -2454955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2454953.500000 Penalty: 3213.540039
	Iteration 63Q: 3 clusters Score -2454954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2454959.000000 Penalty: 3213.540039
	Iteration 64Q: 3 clusters Score -2454959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2454971.250000 Penalty: 3213.540039
	Iteration 65Q: 3 clusters Score -2454971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2454983.000000 Penalty: 3213.540039
	Iteration 66Q: 3 clusters Score -2454983 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2454984.750000 Penalty: 3213.540039
	Iteration 67Q: 3 clusters Score -2454985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2454986.250000 Penalty: 3213.540039
	Iteration 68Q: 3 clusters Score -2454986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2454986.000000 Penalty: 3213.540039
	Iteration 69Q: 3 clusters Score -2454986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2454993.250000 Penalty: 3213.540039
	Iteration 70Q: 3 clusters Score -2454993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2454995.250000 Penalty: 3213.540039
	Iteration 71Q: 3 clusters Score -2454995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2454999.500000 Penalty: 3213.540039
	Iteration 72Q: 3 clusters Score -2455000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2455004.750000 Penalty: 3213.540039
	Iteration 73Q: 3 clusters Score -2455005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2455011.250000 Penalty: 3213.540039
	Iteration 74Q: 3 clusters Score -2455011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2455018.000000 Penalty: 3213.540039
	Iteration 75Q: 3 clusters Score -2455018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2455016.000000 Penalty: 3213.540039
	Iteration 76Q: 3 clusters Score -2455016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2455017.500000 Penalty: 3213.540039
	Iteration 77Q: 3 clusters Score -2455018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2455027.250000 Penalty: 3213.540039
	Iteration 78Q: 3 clusters Score -2455027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2455033.250000 Penalty: 3213.540039
	Iteration 79Q: 3 clusters Score -2455033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2455038.750000 Penalty: 3213.540039
	Iteration 80F: 3 clusters Score -2455039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2455049.750000 Penalty: 3213.540039
	Iteration 81Q: 3 clusters Score -2455050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2455057.750000 Penalty: 3213.540039
	Iteration 82Q: 3 clusters Score -2455058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2455072.000000 Penalty: 3213.540039
	Iteration 83Q: 3 clusters Score -2455072 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2455071.750000 Penalty: 3213.540039
	Iteration 84Q: 3 clusters Score -2455072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2455085.000000 Penalty: 3213.540039
	Iteration 85Q: 3 clusters Score -2455085 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2455095.500000 Penalty: 3213.540039
	Iteration 86Q: 3 clusters Score -2455096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2455102.000000 Penalty: 3213.540039
	Iteration 87Q: 3 clusters Score -2455102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2455109.750000 Penalty: 3213.540039
	Iteration 88Q: 3 clusters Score -2455110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2455119.250000 Penalty: 3213.540039
	Iteration 89Q: 3 clusters Score -2455119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2455122.750000 Penalty: 3213.540039
	Iteration 90Q: 3 clusters Score -2455123 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2455134.500000 Penalty: 3213.540039
	Iteration 91Q: 3 clusters Score -2455134 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2455149.000000 Penalty: 3213.540039
	Iteration 92Q: 3 clusters Score -2455149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2455164.250000 Penalty: 3213.540039
	Iteration 93Q: 3 clusters Score -2455164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2455179.250000 Penalty: 3213.540039
	Iteration 94Q: 3 clusters Score -2455179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2455176.250000 Penalty: 3213.540039
	Iteration 95Q: 3 clusters Score -2455176 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2455185.750000 Penalty: 3213.540039
	Iteration 96Q: 3 clusters Score -2455186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2455191.250000 Penalty: 3213.540039
	Iteration 97Q: 3 clusters Score -2455191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2455195.000000 Penalty: 3213.540039
	Iteration 98Q: 3 clusters Score -2455195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2455195.000000 Penalty: 3213.540039
	Iteration 99Q: 3 clusters Score -2455195 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2455207.250000 Penalty: 3213.540039
	Iteration 100F: 3 clusters Score -2455207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2455200.500000 Penalty: 3213.540039
	Iteration 101Q: 3 clusters Score -2455200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2455205.750000 Penalty: 3213.540039
	Iteration 102Q: 3 clusters Score -2455206 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2455211.750000 Penalty: 3213.540039
	Iteration 103Q: 3 clusters Score -2455212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2455217.250000 Penalty: 3213.540039
	Iteration 104Q: 3 clusters Score -2455217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2455221.750000 Penalty: 3213.540039
	Iteration 105Q: 3 clusters Score -2455222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2455226.250000 Penalty: 3213.540039
	Iteration 106Q: 3 clusters Score -2455226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2455230.000000 Penalty: 3213.540039
	Iteration 107Q: 3 clusters Score -2455230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2455225.000000 Penalty: 3213.540039
	Iteration 108Q: 3 clusters Score -2455225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2455235.000000 Penalty: 3213.540039
	Iteration 109Q: 3 clusters Score -2455235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2455239.750000 Penalty: 3213.540039
	Iteration 110Q: 3 clusters Score -2455240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2455242.500000 Penalty: 3213.540039
	Iteration 111Q: 3 clusters Score -2455242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2455240.500000 Penalty: 3213.540039
	Iteration 112Q: 3 clusters Score -2455240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2455245.000000 Penalty: 3213.540039
	Iteration 113Q: 3 clusters Score -2455245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2455248.000000 Penalty: 3213.540039
	Iteration 114Q: 3 clusters Score -2455248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2455253.250000 Penalty: 3213.540039
	Iteration 115Q: 3 clusters Score -2455253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2455256.500000 Penalty: 3213.540039
	Iteration 116Q: 3 clusters Score -2455256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2455270.000000 Penalty: 3213.540039
	Iteration 117Q: 3 clusters Score -2455270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2455281.500000 Penalty: 3213.540039
	Iteration 118Q: 3 clusters Score -2455282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2455279.500000 Penalty: 3213.540039
	Iteration 119Q: 3 clusters Score -2455280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2455284.250000 Penalty: 3213.540039
	Iteration 120F: 3 clusters Score -2455284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2455288.000000 Penalty: 3213.540039
	Iteration 121Q: 3 clusters Score -2455288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2455294.750000 Penalty: 3213.540039
	Iteration 122Q: 3 clusters Score -2455295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2455295.250000 Penalty: 3213.540039
	Iteration 123Q: 3 clusters Score -2455295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -2455296.250000 Penalty: 3213.540039
	Iteration 124Q: 3 clusters Score -2455296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2455300.500000 Penalty: 3213.540039
	Iteration 125Q: 3 clusters Score -2455300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2455301.750000 Penalty: 3213.540039
	Iteration 126Q: 3 clusters Score -2455302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2455304.250000 Penalty: 3213.540039
	Iteration 127Q: 3 clusters Score -2455304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2455304.250000 Penalty: 3213.540039
	Iteration 128Q: 3 clusters Score -2455304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2455313.000000 Penalty: 3213.540039
	Iteration 129Q: 3 clusters Score -2455313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2455314.250000 Penalty: 3213.540039
	Iteration 130Q: 3 clusters Score -2455314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2455324.000000 Penalty: 3213.540039
	Iteration 131Q: 3 clusters Score -2455324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2455331.500000 Penalty: 3213.540039
	Iteration 132Q: 3 clusters Score -2455332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2455340.500000 Penalty: 3213.540039
	Iteration 133Q: 3 clusters Score -2455340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2455339.750000 Penalty: 3213.540039
	Iteration 134Q: 3 clusters Score -2455340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2455347.750000 Penalty: 3213.540039
	Iteration 135Q: 3 clusters Score -2455348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2455345.750000 Penalty: 3213.540039
	Iteration 136Q: 3 clusters Score -2455346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2455355.000000 Penalty: 3213.540039
	Iteration 137Q: 3 clusters Score -2455355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2455357.000000 Penalty: 3213.540039
	Iteration 138Q: 3 clusters Score -2455357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2455361.000000 Penalty: 3213.540039
	Iteration 139Q: 3 clusters Score -2455361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2455366.250000 Penalty: 3213.540039
	Iteration 140F: 3 clusters Score -2455366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2455367.500000 Penalty: 3213.540039
	Iteration 141Q: 3 clusters Score -2455368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2455370.750000 Penalty: 3213.540039
	Iteration 142Q: 3 clusters Score -2455371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2455378.750000 Penalty: 3213.540039
	Iteration 143Q: 3 clusters Score -2455379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2455379.000000 Penalty: 3213.540039
	Iteration 144Q: 3 clusters Score -2455379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2455381.500000 Penalty: 3213.540039
	Iteration 145Q: 3 clusters Score -2455382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2455384.750000 Penalty: 3213.540039
	Iteration 146Q: 3 clusters Score -2455385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2455392.000000 Penalty: 3213.540039
	Iteration 147Q: 3 clusters Score -2455392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2455404.750000 Penalty: 3213.540039
	Iteration 148Q: 3 clusters Score -2455405 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2455415.750000 Penalty: 3213.540039
	Iteration 149Q: 3 clusters Score -2455416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2455428.000000 Penalty: 3213.540039
	Iteration 150Q: 3 clusters Score -2455428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2455432.750000 Penalty: 3213.540039
	Iteration 151Q: 3 clusters Score -2455433 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2455437.000000 Penalty: 3213.540039
	Iteration 152Q: 3 clusters Score -2455437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2455441.250000 Penalty: 3213.540039
	Iteration 153Q: 3 clusters Score -2455441 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2455447.750000 Penalty: 3213.540039
	Iteration 154Q: 3 clusters Score -2455448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2455460.000000 Penalty: 3213.540039
	Iteration 155Q: 3 clusters Score -2455460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2455458.250000 Penalty: 3213.540039
	Iteration 156Q: 3 clusters Score -2455458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2455461.000000 Penalty: 3213.540039
	Iteration 157Q: 3 clusters Score -2455461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2455464.750000 Penalty: 3213.540039
	Iteration 158Q: 3 clusters Score -2455465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2455461.500000 Penalty: 3213.540039
	Iteration 159Q: 3 clusters Score -2455462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2455471.500000 Penalty: 3213.540039
	Iteration 160F: 3 clusters Score -2455472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2455472.250000 Penalty: 3213.540039
	Iteration 161Q: 3 clusters Score -2455472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2455474.000000 Penalty: 3213.540039
	Iteration 162Q: 3 clusters Score -2455474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2455473.500000 Penalty: 3213.540039
	Iteration 163Q: 3 clusters Score -2455474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2455479.500000 Penalty: 3213.540039
	Iteration 164Q: 3 clusters Score -2455480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2455482.250000 Penalty: 3213.540039
	Iteration 165Q: 3 clusters Score -2455482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2455480.500000 Penalty: 3213.540039
	Iteration 166Q: 3 clusters Score -2455480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2455486.250000 Penalty: 3213.540039
	Iteration 167Q: 3 clusters Score -2455486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2455493.250000 Penalty: 3213.540039
	Iteration 168Q: 3 clusters Score -2455493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2455494.500000 Penalty: 3213.540039
	Iteration 169Q: 3 clusters Score -2455494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2455507.250000 Penalty: 3213.540039
	Iteration 170Q: 3 clusters Score -2455507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2455513.000000 Penalty: 3213.540039
	Iteration 171Q: 3 clusters Score -2455513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2455512.750000 Penalty: 3213.540039
	Iteration 172Q: 3 clusters Score -2455513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2455526.750000 Penalty: 3213.540039
	Iteration 173Q: 3 clusters Score -2455527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2455528.250000 Penalty: 3213.540039
	Iteration 174Q: 3 clusters Score -2455528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2455525.500000 Penalty: 3213.540039
	Iteration 175Q: 3 clusters Score -2455526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2455527.000000 Penalty: 3213.540039
	Iteration 176Q: 3 clusters Score -2455527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2455528.750000 Penalty: 3213.540039
	Iteration 177Q: 3 clusters Score -2455529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2455539.500000 Penalty: 3213.540039
	Iteration 178Q: 3 clusters Score -2455540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2455544.250000 Penalty: 3213.540039
	Iteration 179Q: 3 clusters Score -2455544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2455547.000000 Penalty: 3213.540039
	Iteration 180F: 3 clusters Score -2455547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2455553.500000 Penalty: 3213.540039
	Iteration 181Q: 3 clusters Score -2455554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2455551.500000 Penalty: 3213.540039
	Iteration 182Q: 3 clusters Score -2455552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2455550.750000 Penalty: 3213.540039
	Iteration 183Q: 3 clusters Score -2455551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2455562.500000 Penalty: 3213.540039
	Iteration 184Q: 3 clusters Score -2455562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2455561.250000 Penalty: 3213.540039
	Iteration 185Q: 3 clusters Score -2455561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2455564.500000 Penalty: 3213.540039
	Iteration 186Q: 3 clusters Score -2455564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2455574.000000 Penalty: 3213.540039
	Iteration 187Q: 3 clusters Score -2455574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2455573.750000 Penalty: 3213.540039
	Iteration 188Q: 3 clusters Score -2455574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2455576.250000 Penalty: 3213.540039
	Iteration 189Q: 3 clusters Score -2455576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2455580.750000 Penalty: 3213.540039
	Iteration 190Q: 3 clusters Score -2455581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2455585.750000 Penalty: 3213.540039
	Iteration 191Q: 3 clusters Score -2455586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2455585.750000 Penalty: 3213.540039
	Iteration 192Q: 3 clusters Score -2455586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2455593.000000 Penalty: 3213.540039
	Iteration 193Q: 3 clusters Score -2455593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2455593.750000 Penalty: 3213.540039
	Iteration 194Q: 3 clusters Score -2455594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2455596.000000 Penalty: 3213.540039
	Iteration 195Q: 3 clusters Score -2455596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2455602.250000 Penalty: 3213.540039
	Iteration 196Q: 3 clusters Score -2455602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2455609.750000 Penalty: 3213.540039
	Iteration 197Q: 3 clusters Score -2455610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2455607.750000 Penalty: 3213.540039
	Iteration 198Q: 3 clusters Score -2455608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2455615.000000 Penalty: 3213.540039
	Iteration 199Q: 3 clusters Score -2455615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2455625.750000 Penalty: 3213.540039
	Iteration 200F: 3 clusters Score -2455626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2455631.000000 Penalty: 3213.540039
	Iteration 201Q: 3 clusters Score -2455631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2455634.750000 Penalty: 3213.540039
	Iteration 202Q: 3 clusters Score -2455635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2455635.250000 Penalty: 3213.540039
	Iteration 203Q: 3 clusters Score -2455635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2455644.250000 Penalty: 3213.540039
	Iteration 204Q: 3 clusters Score -2455644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2455640.750000 Penalty: 3213.540039
	Iteration 205Q: 3 clusters Score -2455641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2455651.000000 Penalty: 3213.540039
	Iteration 206Q: 3 clusters Score -2455651 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2455651.000000 Penalty: 3213.540039
	Iteration 207Q: 3 clusters Score -2455651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2455656.750000 Penalty: 3213.540039
	Iteration 208Q: 3 clusters Score -2455657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2455655.750000 Penalty: 3213.540039
	Iteration 209Q: 3 clusters Score -2455656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2455664.500000 Penalty: 3213.540039
	Iteration 210Q: 3 clusters Score -2455664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2455669.750000 Penalty: 3213.540039
	Iteration 211Q: 3 clusters Score -2455670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2455681.500000 Penalty: 3213.540039
	Iteration 212Q: 3 clusters Score -2455682 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2455686.000000 Penalty: 3213.540039
	Iteration 213Q: 3 clusters Score -2455686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2455689.750000 Penalty: 3213.540039
	Iteration 214Q: 3 clusters Score -2455690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2455691.000000 Penalty: 3213.540039
	Iteration 215Q: 3 clusters Score -2455691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2455697.500000 Penalty: 3213.540039
	Iteration 216Q: 3 clusters Score -2455698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2455699.750000 Penalty: 3213.540039
	Iteration 217Q: 3 clusters Score -2455700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2455702.750000 Penalty: 3213.540039
	Iteration 218Q: 3 clusters Score -2455703 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2455715.500000 Penalty: 3213.540039
	Iteration 219Q: 3 clusters Score -2455716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2455712.750000 Penalty: 3213.540039
	Iteration 220F: 3 clusters Score -2455713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2455719.250000 Penalty: 3213.540039
	Iteration 221Q: 3 clusters Score -2455719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2455716.750000 Penalty: 3213.540039
	Iteration 222Q: 3 clusters Score -2455717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2455718.250000 Penalty: 3213.540039
	Iteration 223Q: 3 clusters Score -2455718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2455720.500000 Penalty: 3213.540039
	Iteration 224Q: 3 clusters Score -2455720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2455717.250000 Penalty: 3213.540039
	Iteration 225Q: 3 clusters Score -2455717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2455722.250000 Penalty: 3213.540039
	Iteration 226Q: 3 clusters Score -2455722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2455729.750000 Penalty: 3213.540039
	Iteration 227Q: 3 clusters Score -2455730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2455729.250000 Penalty: 3213.540039
	Iteration 228Q: 3 clusters Score -2455729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2455730.250000 Penalty: 3213.540039
	Iteration 229Q: 3 clusters Score -2455730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2455731.500000 Penalty: 3213.540039
	Iteration 230Q: 3 clusters Score -2455732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2455733.750000 Penalty: 3213.540039
	Iteration 231Q: 3 clusters Score -2455734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2455743.000000 Penalty: 3213.540039
	Iteration 232Q: 3 clusters Score -2455743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2455747.750000 Penalty: 3213.540039
	Iteration 233Q: 3 clusters Score -2455748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2455753.750000 Penalty: 3213.540039
	Iteration 234Q: 3 clusters Score -2455754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2455749.000000 Penalty: 3213.540039
	Iteration 235Q: 3 clusters Score -2455749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2455748.750000 Penalty: 3213.540039
	Iteration 236Q: 3 clusters Score -2455749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2455748.750000 Penalty: 3213.540039
	Iteration 237Q: 3 clusters Score -2455749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2455748.250000 Penalty: 3213.540039
	Iteration 238Q: 3 clusters Score -2455748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2455749.750000 Penalty: 3213.540039
	Iteration 239Q: 3 clusters Score -2455750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2455748.500000 Penalty: 3213.540039
	Iteration 240F: 3 clusters Score -2455748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2455749.500000 Penalty: 3213.540039
	Iteration 241Q: 3 clusters Score -2455750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2455753.000000 Penalty: 3213.540039
	Iteration 242Q: 3 clusters Score -2455753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2455754.250000 Penalty: 3213.540039
	Iteration 243Q: 3 clusters Score -2455754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2455751.750000 Penalty: 3213.540039
	Iteration 244Q: 3 clusters Score -2455752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2455752.250000 Penalty: 3213.540039
	Iteration 245Q: 3 clusters Score -2455752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2455756.500000 Penalty: 3213.540039
	Iteration 246Q: 3 clusters Score -2455756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2455755.750000 Penalty: 3213.540039
	Iteration 247Q: 3 clusters Score -2455756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2455759.750000 Penalty: 3213.540039
	Iteration 248Q: 3 clusters Score -2455760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2455760.000000 Penalty: 3213.540039
	Iteration 249Q: 3 clusters Score -2455760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2455767.250000 Penalty: 3213.540039
	Iteration 250Q: 3 clusters Score -2455767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2455764.500000 Penalty: 3213.540039
	Iteration 251Q: 3 clusters Score -2455764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2455760.750000 Penalty: 3213.540039
	Iteration 252Q: 3 clusters Score -2455761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2455765.000000 Penalty: 3213.540039
	Iteration 253Q: 3 clusters Score -2455765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2455769.000000 Penalty: 3213.540039
	Iteration 254Q: 3 clusters Score -2455769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2455771.000000 Penalty: 3213.540039
	Iteration 255Q: 3 clusters Score -2455771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2455772.000000 Penalty: 3213.540039
	Iteration 256Q: 3 clusters Score -2455772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2455782.000000 Penalty: 3213.540039
	Iteration 257Q: 3 clusters Score -2455782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2455786.500000 Penalty: 3213.540039
	Iteration 258Q: 3 clusters Score -2455786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2455789.750000 Penalty: 3213.540039
	Iteration 259Q: 3 clusters Score -2455790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2455799.500000 Penalty: 3213.540039
	Iteration 260F: 3 clusters Score -2455800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2455806.500000 Penalty: 3213.540039
	Iteration 261Q: 3 clusters Score -2455806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2455819.250000 Penalty: 3213.540039
	Iteration 262Q: 3 clusters Score -2455819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2455825.750000 Penalty: 3213.540039
	Iteration 263Q: 3 clusters Score -2455826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2455818.250000 Penalty: 3213.540039
	Iteration 264Q: 3 clusters Score -2455818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2455822.500000 Penalty: 3213.540039
	Iteration 265Q: 3 clusters Score -2455822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2455829.750000 Penalty: 3213.540039
	Iteration 266Q: 3 clusters Score -2455830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2455831.750000 Penalty: 3213.540039
	Iteration 267Q: 3 clusters Score -2455832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2455838.000000 Penalty: 3213.540039
	Iteration 268Q: 3 clusters Score -2455838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2455843.750000 Penalty: 3213.540039
	Iteration 269Q: 3 clusters Score -2455844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2455845.500000 Penalty: 3213.540039
	Iteration 270Q: 3 clusters Score -2455846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2455849.000000 Penalty: 3213.540039
	Iteration 271Q: 3 clusters Score -2455849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2455854.250000 Penalty: 3213.540039
	Iteration 272Q: 3 clusters Score -2455854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2455857.000000 Penalty: 3213.540039
	Iteration 273Q: 3 clusters Score -2455857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2455871.750000 Penalty: 3213.540039
	Iteration 274Q: 3 clusters Score -2455872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2455872.250000 Penalty: 3213.540039
	Iteration 275Q: 3 clusters Score -2455872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2455875.000000 Penalty: 3213.540039
	Iteration 276Q: 3 clusters Score -2455875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2455880.750000 Penalty: 3213.540039
	Iteration 277Q: 3 clusters Score -2455881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2455886.000000 Penalty: 3213.540039
	Iteration 278Q: 3 clusters Score -2455886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2455890.000000 Penalty: 3213.540039
	Iteration 279Q: 3 clusters Score -2455890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2455893.500000 Penalty: 3213.540039
	Iteration 280F: 3 clusters Score -2455894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2455893.500000 Penalty: 3213.540039
	Iteration 281Q: 3 clusters Score -2455894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2455898.750000 Penalty: 3213.540039
	Iteration 282Q: 3 clusters Score -2455899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2455897.250000 Penalty: 3213.540039
	Iteration 283Q: 3 clusters Score -2455897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2455908.000000 Penalty: 3213.540039
	Iteration 284Q: 3 clusters Score -2455908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2455913.250000 Penalty: 3213.540039
	Iteration 285Q: 3 clusters Score -2455913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2455922.750000 Penalty: 3213.540039
	Iteration 286Q: 3 clusters Score -2455923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2455934.250000 Penalty: 3213.540039
	Iteration 287Q: 3 clusters Score -2455934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2455934.500000 Penalty: 3213.540039
	Iteration 288Q: 3 clusters Score -2455934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2455951.250000 Penalty: 3213.540039
	Iteration 289Q: 3 clusters Score -2455951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2455964.750000 Penalty: 3213.540039
	Iteration 290Q: 3 clusters Score -2455965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2455988.500000 Penalty: 3213.540039
	Iteration 291Q: 3 clusters Score -2455988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2456007.000000 Penalty: 3213.540039
	Iteration 292Q: 3 clusters Score -2456007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2456023.750000 Penalty: 3213.540039
	Iteration 293Q: 3 clusters Score -2456024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2456043.750000 Penalty: 3213.540039
	Iteration 294Q: 3 clusters Score -2456044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2456055.000000 Penalty: 3213.540039
	Iteration 295Q: 3 clusters Score -2456055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2456066.000000 Penalty: 3213.540039
	Iteration 296Q: 3 clusters Score -2456066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2456069.500000 Penalty: 3213.540039
	Iteration 297Q: 3 clusters Score -2456070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2456083.500000 Penalty: 3213.540039
	Iteration 298Q: 3 clusters Score -2456084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2456089.750000 Penalty: 3213.540039
	Iteration 299Q: 3 clusters Score -2456090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2456100.250000 Penalty: 3213.540039
	Iteration 300F: 3 clusters Score -2456100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2456097.750000 Penalty: 3213.540039
	Iteration 301Q: 3 clusters Score -2456098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2456110.500000 Penalty: 3213.540039
	Iteration 302Q: 3 clusters Score -2456110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2456113.250000 Penalty: 3213.540039
	Iteration 303Q: 3 clusters Score -2456113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2456113.750000 Penalty: 3213.540039
	Iteration 304Q: 3 clusters Score -2456114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2456111.000000 Penalty: 3213.540039
	Iteration 305Q: 3 clusters Score -2456111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2456115.750000 Penalty: 3213.540039
	Iteration 306Q: 3 clusters Score -2456116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2456121.750000 Penalty: 3213.540039
	Iteration 307Q: 3 clusters Score -2456122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2456123.750000 Penalty: 3213.540039
	Iteration 308Q: 3 clusters Score -2456124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2456125.750000 Penalty: 3213.540039
	Iteration 309Q: 3 clusters Score -2456126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2456137.000000 Penalty: 3213.540039
	Iteration 310Q: 3 clusters Score -2456137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2456139.000000 Penalty: 3213.540039
	Iteration 311Q: 3 clusters Score -2456139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2456143.750000 Penalty: 3213.540039
	Iteration 312Q: 3 clusters Score -2456144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2456148.750000 Penalty: 3213.540039
	Iteration 313Q: 3 clusters Score -2456149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2456158.250000 Penalty: 3213.540039
	Iteration 314Q: 3 clusters Score -2456158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2456163.250000 Penalty: 3213.540039
	Iteration 315Q: 3 clusters Score -2456163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2456164.750000 Penalty: 3213.540039
	Iteration 316Q: 3 clusters Score -2456165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2456166.000000 Penalty: 3213.540039
	Iteration 317Q: 3 clusters Score -2456166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2456171.250000 Penalty: 3213.540039
	Iteration 318Q: 3 clusters Score -2456171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2456175.250000 Penalty: 3213.540039
	Iteration 319Q: 3 clusters Score -2456175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2456184.750000 Penalty: 3213.540039
	Iteration 320F: 3 clusters Score -2456185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2456197.500000 Penalty: 3213.540039
	Iteration 321Q: 3 clusters Score -2456198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2456210.750000 Penalty: 3213.540039
	Iteration 322Q: 3 clusters Score -2456211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2456218.500000 Penalty: 3213.540039
	Iteration 323Q: 3 clusters Score -2456218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2456220.250000 Penalty: 3213.540039
	Iteration 324Q: 3 clusters Score -2456220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2456229.750000 Penalty: 3213.540039
	Iteration 325Q: 3 clusters Score -2456230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2456230.250000 Penalty: 3213.540039
	Iteration 326Q: 3 clusters Score -2456230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2456236.000000 Penalty: 3213.540039
	Iteration 327Q: 3 clusters Score -2456236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2456237.250000 Penalty: 3213.540039
	Iteration 328Q: 3 clusters Score -2456237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2456241.250000 Penalty: 3213.540039
	Iteration 329Q: 3 clusters Score -2456241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2456245.000000 Penalty: 3213.540039
	Iteration 330Q: 3 clusters Score -2456245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2456249.000000 Penalty: 3213.540039
	Iteration 331Q: 3 clusters Score -2456249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2456253.500000 Penalty: 3213.540039
	Iteration 332Q: 3 clusters Score -2456254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2456260.250000 Penalty: 3213.540039
	Iteration 333Q: 3 clusters Score -2456260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2456270.250000 Penalty: 3213.540039
	Iteration 334Q: 3 clusters Score -2456270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2456276.750000 Penalty: 3213.540039
	Iteration 335Q: 3 clusters Score -2456277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2456287.250000 Penalty: 3213.540039
	Iteration 336Q: 3 clusters Score -2456287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2456292.250000 Penalty: 3213.540039
	Iteration 337Q: 3 clusters Score -2456292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2456297.250000 Penalty: 3213.540039
	Iteration 338Q: 3 clusters Score -2456297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2456309.000000 Penalty: 3213.540039
	Iteration 339Q: 3 clusters Score -2456309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2456312.000000 Penalty: 3213.540039
	Iteration 340F: 3 clusters Score -2456312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2456318.750000 Penalty: 3213.540039
	Iteration 341Q: 3 clusters Score -2456319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2456321.250000 Penalty: 3213.540039
	Iteration 342Q: 3 clusters Score -2456321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2456329.500000 Penalty: 3213.540039
	Iteration 343Q: 3 clusters Score -2456330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2456331.250000 Penalty: 3213.540039
	Iteration 344Q: 3 clusters Score -2456331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2456338.250000 Penalty: 3213.540039
	Iteration 345Q: 3 clusters Score -2456338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2456343.250000 Penalty: 3213.540039
	Iteration 346Q: 3 clusters Score -2456343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2456344.750000 Penalty: 3213.540039
	Iteration 347Q: 3 clusters Score -2456345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2456347.250000 Penalty: 3213.540039
	Iteration 348Q: 3 clusters Score -2456347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2456352.000000 Penalty: 3213.540039
	Iteration 349Q: 3 clusters Score -2456352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2456361.500000 Penalty: 3213.540039
	Iteration 350Q: 3 clusters Score -2456362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2456363.750000 Penalty: 3213.540039
	Iteration 351Q: 3 clusters Score -2456364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2456365.750000 Penalty: 3213.540039
	Iteration 352Q: 3 clusters Score -2456366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2456364.750000 Penalty: 3213.540039
	Iteration 353Q: 3 clusters Score -2456365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2456366.500000 Penalty: 3213.540039
	Iteration 354Q: 3 clusters Score -2456366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2456366.500000 Penalty: 3213.540039
	Iteration 355F: 3 clusters Score -2456366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29260.701172 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28441.769531 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28441.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28501.783203 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28501.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28523.546875 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28523.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28526.021484 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28526.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28526.021484 Penalty: 1782.559082
	Iteration 4F: 3 clusters Score -28526.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Entering Unmasked Estep 
Score: -3881420.750000 Penalty: 1679.079834
	Iteration 0F: 2 clusters Score -3881421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3860609.250000 Penalty: 3358.159668
	Iteration 0F: 3 clusters Score -3860609 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3868387.250000 Penalty: 3358.159668
	Iteration 1F: 3 clusters Score -3868387 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3868818.250000 Penalty: 3358.159668
	Iteration 2Q: 3 clusters Score -3868818 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3869353.000000 Penalty: 3358.159668
	Iteration 3Q: 3 clusters Score -3869353 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3870099.000000 Penalty: 3358.159668
	Iteration 4Q: 3 clusters Score -3870099 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3871299.250000 Penalty: 3358.159668
	Iteration 5F: 3 clusters Score -3871299 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3873174.250000 Penalty: 3358.159668
	Iteration 6F: 3 clusters Score -3873174 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3875522.000000 Penalty: 3358.159668
	Iteration 7F: 3 clusters Score -3875522 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3877658.500000 Penalty: 3358.159668
	Iteration 8F: 3 clusters Score -3877658 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3878982.000000 Penalty: 3358.159668
	Iteration 9Q: 3 clusters Score -3878982 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3879571.500000 Penalty: 3358.159668
	Iteration 10Q: 3 clusters Score -3879572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3879853.500000 Penalty: 3358.159668
	Iteration 11Q: 3 clusters Score -3879854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3879990.250000 Penalty: 3358.159668
	Iteration 12Q: 3 clusters Score -3879990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3880089.750000 Penalty: 3358.159668
	Iteration 13Q: 3 clusters Score -3880090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3880119.250000 Penalty: 3358.159668
	Iteration 14Q: 3 clusters Score -3880119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3880136.500000 Penalty: 3358.159668
	Iteration 15Q: 3 clusters Score -3880136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3880143.750000 Penalty: 3358.159668
	Iteration 16Q: 3 clusters Score -3880144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3880153.500000 Penalty: 3358.159668
	Iteration 17Q: 3 clusters Score -3880154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3880158.000000 Penalty: 3358.159668
	Iteration 18Q: 3 clusters Score -3880158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3880165.500000 Penalty: 3358.159668
	Iteration 19Q: 3 clusters Score -3880166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3880165.000000 Penalty: 3358.159668
	Iteration 20F: 3 clusters Score -3880165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3880169.000000 Penalty: 3358.159668
	Iteration 21Q: 3 clusters Score -3880169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3880167.500000 Penalty: 3358.159668
	Iteration 22Q: 3 clusters Score -3880168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3880167.750000 Penalty: 3358.159668
	Iteration 23Q: 3 clusters Score -3880168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3880169.500000 Penalty: 3358.159668
	Iteration 24Q: 3 clusters Score -3880170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3880170.250000 Penalty: 3358.159668
	Iteration 25Q: 3 clusters Score -3880170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3880170.250000 Penalty: 3358.159668
	Iteration 26Q: 3 clusters Score -3880170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3880173.000000 Penalty: 3358.159668
	Iteration 27Q: 3 clusters Score -3880173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3880172.500000 Penalty: 3358.159668
	Iteration 28Q: 3 clusters Score -3880172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3880172.500000 Penalty: 3358.159668
	Iteration 29F: 3 clusters Score -3880172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Entering Unmasked Estep 
Score: -1925636.250000 Penalty: 1560.989868
	Iteration 0F: 2 clusters Score -1925636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1915370.250000 Penalty: 3121.979736
	Iteration 0F: 3 clusters Score -1915370 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1918958.875000 Penalty: 3121.979736
	Iteration 1F: 3 clusters Score -1918959 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1919258.500000 Penalty: 3121.979736
	Iteration 2F: 3 clusters Score -1919258 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1919534.250000 Penalty: 3121.979736
	Iteration 3Q: 3 clusters Score -1919534 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1919782.375000 Penalty: 3121.979736
	Iteration 4Q: 3 clusters Score -1919782 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1920027.000000 Penalty: 3121.979736
	Iteration 5Q: 3 clusters Score -1920027 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1920309.750000 Penalty: 3121.979736
	Iteration 6Q: 3 clusters Score -1920310 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1920665.125000 Penalty: 3121.979736
	Iteration 7Q: 3 clusters Score -1920665 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1921128.375000 Penalty: 3121.979736
	Iteration 8Q: 3 clusters Score -1921128 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1921721.000000 Penalty: 3121.979736
	Iteration 9F: 3 clusters Score -1921721 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1922260.000000 Penalty: 3121.979736
	Iteration 10Q: 3 clusters Score -1922260 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1922665.250000 Penalty: 3121.979736
	Iteration 11Q: 3 clusters Score -1922665 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1922895.500000 Penalty: 3121.979736
	Iteration 12Q: 3 clusters Score -1922896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1923035.875000 Penalty: 3121.979736
	Iteration 13Q: 3 clusters Score -1923036 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1923128.250000 Penalty: 3121.979736
	Iteration 14Q: 3 clusters Score -1923128 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1923180.625000 Penalty: 3121.979736
	Iteration 15Q: 3 clusters Score -1923181 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1923230.875000 Penalty: 3121.979736
	Iteration 16Q: 3 clusters Score -1923231 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1923266.250000 Penalty: 3121.979736
	Iteration 17Q: 3 clusters Score -1923266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1923294.000000 Penalty: 3121.979736
	Iteration 18Q: 3 clusters Score -1923294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1923325.625000 Penalty: 3121.979736
	Iteration 19Q: 3 clusters Score -1923326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1923348.500000 Penalty: 3121.979736
	Iteration 20F: 3 clusters Score -1923348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1923368.875000 Penalty: 3121.979736
	Iteration 21Q: 3 clusters Score -1923369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1923392.875000 Penalty: 3121.979736
	Iteration 22Q: 3 clusters Score -1923393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1923405.625000 Penalty: 3121.979736
	Iteration 23Q: 3 clusters Score -1923406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1923413.625000 Penalty: 3121.979736
	Iteration 24Q: 3 clusters Score -1923414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1923426.500000 Penalty: 3121.979736
	Iteration 25Q: 3 clusters Score -1923426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1923442.500000 Penalty: 3121.979736
	Iteration 26Q: 3 clusters Score -1923442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1923452.625000 Penalty: 3121.979736
	Iteration 27Q: 3 clusters Score -1923453 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1923464.750000 Penalty: 3121.979736
	Iteration 28Q: 3 clusters Score -1923465 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1923471.500000 Penalty: 3121.979736
	Iteration 29Q: 3 clusters Score -1923472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1923483.750000 Penalty: 3121.979736
	Iteration 30Q: 3 clusters Score -1923484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1923495.000000 Penalty: 3121.979736
	Iteration 31Q: 3 clusters Score -1923495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1923501.375000 Penalty: 3121.979736
	Iteration 32Q: 3 clusters Score -1923501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1923507.375000 Penalty: 3121.979736
	Iteration 33Q: 3 clusters Score -1923507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1923524.500000 Penalty: 3121.979736
	Iteration 34Q: 3 clusters Score -1923524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1923527.375000 Penalty: 3121.979736
	Iteration 35Q: 3 clusters Score -1923527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1923535.125000 Penalty: 3121.979736
	Iteration 36Q: 3 clusters Score -1923535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1923552.000000 Penalty: 3121.979736
	Iteration 37Q: 3 clusters Score -1923552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1923569.625000 Penalty: 3121.979736
	Iteration 38Q: 3 clusters Score -1923570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1923587.125000 Penalty: 3121.979736
	Iteration 39Q: 3 clusters Score -1923587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1923603.250000 Penalty: 3121.979736
	Iteration 40F: 3 clusters Score -1923603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1923620.125000 Penalty: 3121.979736
	Iteration 41Q: 3 clusters Score -1923620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1923642.750000 Penalty: 3121.979736
	Iteration 42Q: 3 clusters Score -1923643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1923665.250000 Penalty: 3121.979736
	Iteration 43Q: 3 clusters Score -1923665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1923681.375000 Penalty: 3121.979736
	Iteration 44Q: 3 clusters Score -1923681 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1923703.625000 Penalty: 3121.979736
	Iteration 45Q: 3 clusters Score -1923704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1923723.875000 Penalty: 3121.979736
	Iteration 46Q: 3 clusters Score -1923724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1923736.750000 Penalty: 3121.979736
	Iteration 47Q: 3 clusters Score -1923737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1923747.125000 Penalty: 3121.979736
	Iteration 48Q: 3 clusters Score -1923747 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1923756.250000 Penalty: 3121.979736
	Iteration 49Q: 3 clusters Score -1923756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1923771.500000 Penalty: 3121.979736
	Iteration 50Q: 3 clusters Score -1923772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1923785.750000 Penalty: 3121.979736
	Iteration 51Q: 3 clusters Score -1923786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1923793.500000 Penalty: 3121.979736
	Iteration 52Q: 3 clusters Score -1923794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1923794.250000 Penalty: 3121.979736
	Iteration 53Q: 3 clusters Score -1923794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1923803.625000 Penalty: 3121.979736
	Iteration 54Q: 3 clusters Score -1923804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1923815.000000 Penalty: 3121.979736
	Iteration 55Q: 3 clusters Score -1923815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1923824.500000 Penalty: 3121.979736
	Iteration 56Q: 3 clusters Score -1923824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1923827.125000 Penalty: 3121.979736
	Iteration 57Q: 3 clusters Score -1923827 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1923843.750000 Penalty: 3121.979736
	Iteration 58Q: 3 clusters Score -1923844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1923852.875000 Penalty: 3121.979736
	Iteration 59Q: 3 clusters Score -1923853 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1923871.375000 Penalty: 3121.979736
	Iteration 60F: 3 clusters Score -1923871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1923890.250000 Penalty: 3121.979736
	Iteration 61Q: 3 clusters Score -1923890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1923911.125000 Penalty: 3121.979736
	Iteration 62Q: 3 clusters Score -1923911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1923933.125000 Penalty: 3121.979736
	Iteration 63Q: 3 clusters Score -1923933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1923967.250000 Penalty: 3121.979736
	Iteration 64Q: 3 clusters Score -1923967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1923993.125000 Penalty: 3121.979736
	Iteration 65Q: 3 clusters Score -1923993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1924016.625000 Penalty: 3121.979736
	Iteration 66Q: 3 clusters Score -1924017 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1924038.875000 Penalty: 3121.979736
	Iteration 67Q: 3 clusters Score -1924039 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1924058.750000 Penalty: 3121.979736
	Iteration 68Q: 3 clusters Score -1924059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1924078.500000 Penalty: 3121.979736
	Iteration 69Q: 3 clusters Score -1924078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1924097.375000 Penalty: 3121.979736
	Iteration 70Q: 3 clusters Score -1924097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1924122.500000 Penalty: 3121.979736
	Iteration 71Q: 3 clusters Score -1924122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1924149.375000 Penalty: 3121.979736
	Iteration 72Q: 3 clusters Score -1924149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1924170.250000 Penalty: 3121.979736
	Iteration 73Q: 3 clusters Score -1924170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1924199.875000 Penalty: 3121.979736
	Iteration 74Q: 3 clusters Score -1924200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1924212.000000 Penalty: 3121.979736
	Iteration 75Q: 3 clusters Score -1924212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1924228.750000 Penalty: 3121.979736
	Iteration 76Q: 3 clusters Score -1924229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1924241.250000 Penalty: 3121.979736
	Iteration 77Q: 3 clusters Score -1924241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1924249.875000 Penalty: 3121.979736
	Iteration 78Q: 3 clusters Score -1924250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1924256.875000 Penalty: 3121.979736
	Iteration 79Q: 3 clusters Score -1924257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1924262.000000 Penalty: 3121.979736
	Iteration 80F: 3 clusters Score -1924262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1924263.750000 Penalty: 3121.979736
	Iteration 81Q: 3 clusters Score -1924264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1924265.500000 Penalty: 3121.979736
	Iteration 82Q: 3 clusters Score -1924266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1924269.375000 Penalty: 3121.979736
	Iteration 83Q: 3 clusters Score -1924269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1924270.250000 Penalty: 3121.979736
	Iteration 84Q: 3 clusters Score -1924270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1924276.125000 Penalty: 3121.979736
	Iteration 85Q: 3 clusters Score -1924276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1924277.750000 Penalty: 3121.979736
	Iteration 86Q: 3 clusters Score -1924278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1924279.625000 Penalty: 3121.979736
	Iteration 87Q: 3 clusters Score -1924280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1924283.750000 Penalty: 3121.979736
	Iteration 88Q: 3 clusters Score -1924284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1924288.750000 Penalty: 3121.979736
	Iteration 89Q: 3 clusters Score -1924289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1924289.750000 Penalty: 3121.979736
	Iteration 90Q: 3 clusters Score -1924290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1924289.750000 Penalty: 3121.979736
	Iteration 91F: 3 clusters Score -1924290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -315934.906250 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -315934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -313515.343750 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -313515.3 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -314103.937500 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -314103.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314242.406250 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -314242.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -314331.281250 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -314331.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -314391.843750 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -314391.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -314430.718750 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -314430.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -314455.718750 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -314455.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -314469.343750 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -314469.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -314486.562500 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -314486.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -314504.312500 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -314504.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -314514.781250 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -314514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -314522.062500 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -314522.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -314529.750000 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -314529.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -314538.406250 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -314538.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -314545.125000 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -314545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314547.906250 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -314547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -314552.437500 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -314552.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -314555.718750 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -314555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -314558.375000 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -314558.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -314561.468750 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -314561.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -314566.062500 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -314566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -314568.218750 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -314568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -314569.125000 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -314569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -314570.718750 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -314570.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -314575.437500 Penalty: 2539.548584
	Iteration 24Q: 3 clusters Score -314575.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -314580.562500 Penalty: 2539.548584
	Iteration 25Q: 3 clusters Score -314580.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -314585.000000 Penalty: 2539.548584
	Iteration 26Q: 3 clusters Score -314585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -314586.718750 Penalty: 2539.548584
	Iteration 27Q: 3 clusters Score -314586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -314589.031250 Penalty: 2539.548584
	Iteration 28Q: 3 clusters Score -314589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -314593.812500 Penalty: 2539.548584
	Iteration 29Q: 3 clusters Score -314593.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -314599.062500 Penalty: 2539.548584
	Iteration 30Q: 3 clusters Score -314599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -314605.468750 Penalty: 2539.548584
	Iteration 31Q: 3 clusters Score -314605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -314611.750000 Penalty: 2539.548584
	Iteration 32Q: 3 clusters Score -314611.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -314617.343750 Penalty: 2539.548584
	Iteration 33Q: 3 clusters Score -314617.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -314622.781250 Penalty: 2539.548584
	Iteration 34Q: 3 clusters Score -314622.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -314630.093750 Penalty: 2539.548584
	Iteration 35Q: 3 clusters Score -314630.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -314636.406250 Penalty: 2539.548584
	Iteration 36Q: 3 clusters Score -314636.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -314645.125000 Penalty: 2539.548584
	Iteration 37Q: 3 clusters Score -314645.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -314651.000000 Penalty: 2539.548584
	Iteration 38Q: 3 clusters Score -314651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -314655.156250 Penalty: 2539.548584
	Iteration 39Q: 3 clusters Score -314655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -314657.250000 Penalty: 2539.548584
	Iteration 40F: 3 clusters Score -314657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -314658.343750 Penalty: 2539.548584
	Iteration 41Q: 3 clusters Score -314658.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -314659.375000 Penalty: 2539.548584
	Iteration 42Q: 3 clusters Score -314659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -314659.562500 Penalty: 2539.548584
	Iteration 43Q: 3 clusters Score -314659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -314659.875000 Penalty: 2539.548584
	Iteration 44Q: 3 clusters Score -314659.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -314659.843750 Penalty: 2539.548584
	Iteration 45Q: 3 clusters Score -314659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -314660.031250 Penalty: 2539.548584
	Iteration 46Q: 3 clusters Score -314660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314661.250000 Penalty: 2539.548584
	Iteration 47Q: 3 clusters Score -314661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -314661.250000 Penalty: 2539.548584
	Iteration 48F: 3 clusters Score -314661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -384131.343750 Penalty: 1313.038574
	Iteration 0F: 2 clusters Score -384131.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -381232.843750 Penalty: 2626.077148
	Iteration 0F: 3 clusters Score -381232.8 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -381917.281250 Penalty: 2626.077148
	Iteration 1F: 3 clusters Score -381917.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382113.500000 Penalty: 2626.077148
	Iteration 2F: 3 clusters Score -382113.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -382262.500000 Penalty: 2626.077148
	Iteration 3F: 3 clusters Score -382262.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -382371.156250 Penalty: 2626.077148
	Iteration 4F: 3 clusters Score -382371.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -382469.312500 Penalty: 2626.077148
	Iteration 5Q: 3 clusters Score -382469.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -382547.031250 Penalty: 2626.077148
	Iteration 6Q: 3 clusters Score -382547 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -382650.312500 Penalty: 2626.077148
	Iteration 7Q: 3 clusters Score -382650.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -382761.906250 Penalty: 2626.077148
	Iteration 8Q: 3 clusters Score -382761.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -382883.812500 Penalty: 2626.077148
	Iteration 9Q: 3 clusters Score -382883.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -383012.187500 Penalty: 2626.077148
	Iteration 10Q: 3 clusters Score -383012.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -383144.156250 Penalty: 2626.077148
	Iteration 11Q: 3 clusters Score -383144.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -383271.500000 Penalty: 2626.077148
	Iteration 12Q: 3 clusters Score -383271.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -383355.000000 Penalty: 2626.077148
	Iteration 13Q: 3 clusters Score -383355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -383404.843750 Penalty: 2626.077148
	Iteration 14Q: 3 clusters Score -383404.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -383441.750000 Penalty: 2626.077148
	Iteration 15Q: 3 clusters Score -383441.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -383458.687500 Penalty: 2626.077148
	Iteration 16Q: 3 clusters Score -383458.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -383469.781250 Penalty: 2626.077148
	Iteration 17Q: 3 clusters Score -383469.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -383480.468750 Penalty: 2626.077148
	Iteration 18Q: 3 clusters Score -383480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -383488.531250 Penalty: 2626.077148
	Iteration 19Q: 3 clusters Score -383488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -383498.781250 Penalty: 2626.077148
	Iteration 20F: 3 clusters Score -383498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -383507.812500 Penalty: 2626.077148
	Iteration 21Q: 3 clusters Score -383507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -383511.781250 Penalty: 2626.077148
	Iteration 22Q: 3 clusters Score -383511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -383514.000000 Penalty: 2626.077148
	Iteration 23Q: 3 clusters Score -383514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -383515.843750 Penalty: 2626.077148
	Iteration 24Q: 3 clusters Score -383515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -383517.968750 Penalty: 2626.077148
	Iteration 25Q: 3 clusters Score -383518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -383519.531250 Penalty: 2626.077148
	Iteration 26Q: 3 clusters Score -383519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -383522.750000 Penalty: 2626.077148
	Iteration 27Q: 3 clusters Score -383522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -383525.156250 Penalty: 2626.077148
	Iteration 28Q: 3 clusters Score -383525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -383529.437500 Penalty: 2626.077148
	Iteration 29Q: 3 clusters Score -383529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -383533.125000 Penalty: 2626.077148
	Iteration 30Q: 3 clusters Score -383533.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -383536.312500 Penalty: 2626.077148
	Iteration 31Q: 3 clusters Score -383536.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -383538.406250 Penalty: 2626.077148
	Iteration 32Q: 3 clusters Score -383538.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -383538.875000 Penalty: 2626.077148
	Iteration 33Q: 3 clusters Score -383538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -383540.468750 Penalty: 2626.077148
	Iteration 34Q: 3 clusters Score -383540.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -383541.093750 Penalty: 2626.077148
	Iteration 35Q: 3 clusters Score -383541.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -383541.093750 Penalty: 2626.077148
	Iteration 36F: 3 clusters Score -383541.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12064.962891 Penalty: 876.464478
	Iteration 0F: 2 clusters Score -12064.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11510.549805 Penalty: 1752.928955
	Iteration 0F: 3 clusters Score -11510.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11822.538086 Penalty: 1752.928955
	Iteration 1F: 3 clusters Score -11822.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -11908.174805 Penalty: 1752.928955
	Iteration 2F: 3 clusters Score -11908.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11912.235352 Penalty: 1752.928955
	Iteration 3Q: 3 clusters Score -11912.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11932.804688 Penalty: 1752.928955
	Iteration 4Q: 3 clusters Score -11932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11941.254883 Penalty: 1752.928955
	Iteration 5Q: 3 clusters Score -11941.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11953.760742 Penalty: 1752.928955
	Iteration 6Q: 3 clusters Score -11953.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -11986.494141 Penalty: 1752.928955
	Iteration 7Q: 3 clusters Score -11986.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11989.202148 Penalty: 1752.928955
	Iteration 8Q: 3 clusters Score -11989.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11992.113281 Penalty: 1752.928955
	Iteration 9Q: 3 clusters Score -11992.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11993.938477 Penalty: 1752.928955
	Iteration 10Q: 3 clusters Score -11993.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11997.861328 Penalty: 1752.928955
	Iteration 11Q: 3 clusters Score -11997.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12009.871094 Penalty: 1752.928955
	Iteration 12Q: 3 clusters Score -12009.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12014.359375 Penalty: 1752.928955
	Iteration 13Q: 3 clusters Score -12014.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12014.827148 Penalty: 1752.928955
	Iteration 14Q: 3 clusters Score -12014.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12014.827148 Penalty: 1752.928955
	Iteration 15F: 3 clusters Score -12014.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138406.578125 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -136876.015625 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136876 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137132.515625 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137132.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137207.312500 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137207.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137247.328125 Penalty: 2271.533936
	Iteration 3Q: 3 clusters Score -137247.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137275.296875 Penalty: 2271.533936
	Iteration 4Q: 3 clusters Score -137275.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137297.687500 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -137297.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137314.093750 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -137314.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137325.484375 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -137325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137331.875000 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -137331.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137336.875000 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -137336.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137339.281250 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -137339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137340.062500 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -137340.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137340.062500 Penalty: 2271.533936
	Iteration 12F: 3 clusters Score -137340.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Entering Unmasked Estep 
Score: -4224058.000000 Penalty: 1688.486450
	Iteration 0F: 2 clusters Score -4224058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4202183.500000 Penalty: 3376.972900
	Iteration 0F: 3 clusters Score -4202184 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -4210348.000000 Penalty: 3376.972900
	Iteration 1F: 3 clusters Score -4210348 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4210680.000000 Penalty: 3376.972900
	Iteration 2Q: 3 clusters Score -4210680 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4210979.000000 Penalty: 3376.972900
	Iteration 3Q: 3 clusters Score -4210979 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -4211290.500000 Penalty: 3376.972900
	Iteration 4Q: 3 clusters Score -4211290 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4211638.500000 Penalty: 3376.972900
	Iteration 5Q: 3 clusters Score -4211638 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4212109.500000 Penalty: 3376.972900
	Iteration 6Q: 3 clusters Score -4212110 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -4212715.500000 Penalty: 3376.972900
	Iteration 7Q: 3 clusters Score -4212716 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4213548.000000 Penalty: 3376.972900
	Iteration 8Q: 3 clusters Score -4213548 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4214667.000000 Penalty: 3376.972900
	Iteration 9F: 3 clusters Score -4214667 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4216014.500000 Penalty: 3376.972900
	Iteration 10F: 3 clusters Score -4216014 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -4217203.500000 Penalty: 3376.972900
	Iteration 11Q: 3 clusters Score -4217204 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4218145.500000 Penalty: 3376.972900
	Iteration 12Q: 3 clusters Score -4218146 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -4218698.500000 Penalty: 3376.972900
	Iteration 13Q: 3 clusters Score -4218698 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4219141.000000 Penalty: 3376.972900
	Iteration 14Q: 3 clusters Score -4219141 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4219557.000000 Penalty: 3376.972900
	Iteration 15Q: 3 clusters Score -4219557 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4219919.500000 Penalty: 3376.972900
	Iteration 16Q: 3 clusters Score -4219920 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4220259.500000 Penalty: 3376.972900
	Iteration 17Q: 3 clusters Score -4220260 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4220600.000000 Penalty: 3376.972900
	Iteration 18Q: 3 clusters Score -4220600 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4220926.500000 Penalty: 3376.972900
	Iteration 19Q: 3 clusters Score -4220926 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4221201.000000 Penalty: 3376.972900
	Iteration 20F: 3 clusters Score -4221201 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4221468.500000 Penalty: 3376.972900
	Iteration 21Q: 3 clusters Score -4221468 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4221666.500000 Penalty: 3376.972900
	Iteration 22Q: 3 clusters Score -4221666 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4221866.500000 Penalty: 3376.972900
	Iteration 23Q: 3 clusters Score -4221866 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4222021.500000 Penalty: 3376.972900
	Iteration 24Q: 3 clusters Score -4222022 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4222105.500000 Penalty: 3376.972900
	Iteration 25Q: 3 clusters Score -4222106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4222222.000000 Penalty: 3376.972900
	Iteration 26Q: 3 clusters Score -4222222 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4222310.500000 Penalty: 3376.972900
	Iteration 27Q: 3 clusters Score -4222310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4222372.000000 Penalty: 3376.972900
	Iteration 28Q: 3 clusters Score -4222372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4222425.000000 Penalty: 3376.972900
	Iteration 29Q: 3 clusters Score -4222425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4222472.500000 Penalty: 3376.972900
	Iteration 30Q: 3 clusters Score -4222472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4222498.500000 Penalty: 3376.972900
	Iteration 31Q: 3 clusters Score -4222498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4222536.000000 Penalty: 3376.972900
	Iteration 32Q: 3 clusters Score -4222536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4222545.000000 Penalty: 3376.972900
	Iteration 33Q: 3 clusters Score -4222545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4222549.000000 Penalty: 3376.972900
	Iteration 34Q: 3 clusters Score -4222549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4222558.500000 Penalty: 3376.972900
	Iteration 35Q: 3 clusters Score -4222558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4222561.000000 Penalty: 3376.972900
	Iteration 36Q: 3 clusters Score -4222561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4222571.000000 Penalty: 3376.972900
	Iteration 37Q: 3 clusters Score -4222571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4222580.500000 Penalty: 3376.972900
	Iteration 38Q: 3 clusters Score -4222580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4222585.500000 Penalty: 3376.972900
	Iteration 39Q: 3 clusters Score -4222586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4222586.500000 Penalty: 3376.972900
	Iteration 40F: 3 clusters Score -4222586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4222595.000000 Penalty: 3376.972900
	Iteration 41Q: 3 clusters Score -4222595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4222604.000000 Penalty: 3376.972900
	Iteration 42Q: 3 clusters Score -4222604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4222606.500000 Penalty: 3376.972900
	Iteration 43Q: 3 clusters Score -4222606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4222609.000000 Penalty: 3376.972900
	Iteration 44Q: 3 clusters Score -4222609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4222613.000000 Penalty: 3376.972900
	Iteration 45Q: 3 clusters Score -4222613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4222616.500000 Penalty: 3376.972900
	Iteration 46Q: 3 clusters Score -4222616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4222629.500000 Penalty: 3376.972900
	Iteration 47Q: 3 clusters Score -4222630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4222630.000000 Penalty: 3376.972900
	Iteration 48Q: 3 clusters Score -4222630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4222633.500000 Penalty: 3376.972900
	Iteration 49Q: 3 clusters Score -4222634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4222635.000000 Penalty: 3376.972900
	Iteration 50Q: 3 clusters Score -4222635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4222635.500000 Penalty: 3376.972900
	Iteration 51Q: 3 clusters Score -4222636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4222635.500000 Penalty: 3376.972900
	Iteration 52F: 3 clusters Score -4222636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -16203.360352 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -16203.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15550.161133 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -15550.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -15673.969727 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -15673.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -15750.290039 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -15750.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15769.499023 Penalty: 1669.134521
	Iteration 3Q: 3 clusters Score -15769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -15775.656250 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -15775.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15838.047852 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -15838.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -15857.505859 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -15857.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15864.886719 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -15864.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -15864.886719 Penalty: 1669.134521
	Iteration 8F: 3 clusters Score -15864.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Entering Unmasked Estep 
Score: -1535222.250000 Penalty: 1523.521362
	Iteration 0F: 2 clusters Score -1535222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1526890.625000 Penalty: 3047.042725
	Iteration 0F: 3 clusters Score -1526891 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1529599.625000 Penalty: 3047.042725
	Iteration 1F: 3 clusters Score -1529600 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1529824.250000 Penalty: 3047.042725
	Iteration 2F: 3 clusters Score -1529824 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1530018.750000 Penalty: 3047.042725
	Iteration 3Q: 3 clusters Score -1530019 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1530187.125000 Penalty: 3047.042725
	Iteration 4Q: 3 clusters Score -1530187 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1530314.375000 Penalty: 3047.042725
	Iteration 5Q: 3 clusters Score -1530314 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1530445.875000 Penalty: 3047.042725
	Iteration 6Q: 3 clusters Score -1530446 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1530574.375000 Penalty: 3047.042725
	Iteration 7Q: 3 clusters Score -1530574 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1530726.250000 Penalty: 3047.042725
	Iteration 8Q: 3 clusters Score -1530726 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1530905.500000 Penalty: 3047.042725
	Iteration 9Q: 3 clusters Score -1530906 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1531136.750000 Penalty: 3047.042725
	Iteration 10Q: 3 clusters Score -1531137 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1531393.125000 Penalty: 3047.042725
	Iteration 11Q: 3 clusters Score -1531393 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1531661.750000 Penalty: 3047.042725
	Iteration 12Q: 3 clusters Score -1531662 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1531928.125000 Penalty: 3047.042725
	Iteration 13Q: 3 clusters Score -1531928 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1532210.375000 Penalty: 3047.042725
	Iteration 14Q: 3 clusters Score -1532210 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1532444.750000 Penalty: 3047.042725
	Iteration 15Q: 3 clusters Score -1532445 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1532636.000000 Penalty: 3047.042725
	Iteration 16Q: 3 clusters Score -1532636 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1532783.000000 Penalty: 3047.042725
	Iteration 17Q: 3 clusters Score -1532783 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1532898.750000 Penalty: 3047.042725
	Iteration 18Q: 3 clusters Score -1532899 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1533018.000000 Penalty: 3047.042725
	Iteration 19Q: 3 clusters Score -1533018 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1533133.250000 Penalty: 3047.042725
	Iteration 20F: 3 clusters Score -1533133 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1533233.000000 Penalty: 3047.042725
	Iteration 21Q: 3 clusters Score -1533233 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1533328.250000 Penalty: 3047.042725
	Iteration 22Q: 3 clusters Score -1533328 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1533412.750000 Penalty: 3047.042725
	Iteration 23Q: 3 clusters Score -1533413 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1533475.250000 Penalty: 3047.042725
	Iteration 24Q: 3 clusters Score -1533475 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1533520.500000 Penalty: 3047.042725
	Iteration 25Q: 3 clusters Score -1533520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1533571.500000 Penalty: 3047.042725
	Iteration 26Q: 3 clusters Score -1533572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1533609.625000 Penalty: 3047.042725
	Iteration 27Q: 3 clusters Score -1533610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1533643.875000 Penalty: 3047.042725
	Iteration 28Q: 3 clusters Score -1533644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1533682.125000 Penalty: 3047.042725
	Iteration 29Q: 3 clusters Score -1533682 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1533717.125000 Penalty: 3047.042725
	Iteration 30Q: 3 clusters Score -1533717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1533753.625000 Penalty: 3047.042725
	Iteration 31Q: 3 clusters Score -1533754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1533783.375000 Penalty: 3047.042725
	Iteration 32Q: 3 clusters Score -1533783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1533807.750000 Penalty: 3047.042725
	Iteration 33Q: 3 clusters Score -1533808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1533817.625000 Penalty: 3047.042725
	Iteration 34Q: 3 clusters Score -1533818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1533825.000000 Penalty: 3047.042725
	Iteration 35Q: 3 clusters Score -1533825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1533832.500000 Penalty: 3047.042725
	Iteration 36Q: 3 clusters Score -1533832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1533834.625000 Penalty: 3047.042725
	Iteration 37Q: 3 clusters Score -1533835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1533834.875000 Penalty: 3047.042725
	Iteration 38Q: 3 clusters Score -1533835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1533836.000000 Penalty: 3047.042725
	Iteration 39Q: 3 clusters Score -1533836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1533835.250000 Penalty: 3047.042725
	Iteration 40F: 3 clusters Score -1533835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -839977.437500 Penalty: 1431.529907
	Iteration 0F: 2 clusters Score -839977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -834801.125000 Penalty: 2863.059814
	Iteration 0F: 3 clusters Score -834801.1 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -836444.000000 Penalty: 2863.059814
	Iteration 1F: 3 clusters Score -836444 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -836788.625000 Penalty: 2863.059814
	Iteration 2F: 3 clusters Score -836788.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -837098.250000 Penalty: 2863.059814
	Iteration 3F: 3 clusters Score -837098.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -837328.750000 Penalty: 2863.059814
	Iteration 4F: 3 clusters Score -837328.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -837584.875000 Penalty: 2863.059814
	Iteration 5F: 3 clusters Score -837584.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -837875.125000 Penalty: 2863.059814
	Iteration 6F: 3 clusters Score -837875.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -838286.500000 Penalty: 2863.059814
	Iteration 7F: 3 clusters Score -838286.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -838721.437500 Penalty: 2863.059814
	Iteration 8F: 3 clusters Score -838721.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -839064.812500 Penalty: 2863.059814
	Iteration 9F: 3 clusters Score -839064.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -839312.437500 Penalty: 2863.059814
	Iteration 10Q: 3 clusters Score -839312.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -839443.312500 Penalty: 2863.059814
	Iteration 11Q: 3 clusters Score -839443.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -839544.375000 Penalty: 2863.059814
	Iteration 12Q: 3 clusters Score -839544.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -839637.812500 Penalty: 2863.059814
	Iteration 13Q: 3 clusters Score -839637.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -839705.500000 Penalty: 2863.059814
	Iteration 14Q: 3 clusters Score -839705.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -839750.812500 Penalty: 2863.059814
	Iteration 15Q: 3 clusters Score -839750.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -839771.000000 Penalty: 2863.059814
	Iteration 16Q: 3 clusters Score -839771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -839788.937500 Penalty: 2863.059814
	Iteration 17Q: 3 clusters Score -839788.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -839794.625000 Penalty: 2863.059814
	Iteration 18Q: 3 clusters Score -839794.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -839800.000000 Penalty: 2863.059814
	Iteration 19Q: 3 clusters Score -839800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -839799.875000 Penalty: 2863.059814
	Iteration 20F: 3 clusters Score -839799.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -839802.750000 Penalty: 2863.059814
	Iteration 21Q: 3 clusters Score -839802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -839804.562500 Penalty: 2863.059814
	Iteration 22Q: 3 clusters Score -839804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -839805.750000 Penalty: 2863.059814
	Iteration 23Q: 3 clusters Score -839805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -839806.812500 Penalty: 2863.059814
	Iteration 24Q: 3 clusters Score -839806.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -839804.937500 Penalty: 2863.059814
	Iteration 25Q: 3 clusters Score -839804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -839807.500000 Penalty: 2863.059814
	Iteration 26Q: 3 clusters Score -839807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -839807.937500 Penalty: 2863.059814
	Iteration 27Q: 3 clusters Score -839807.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -839808.250000 Penalty: 2863.059814
	Iteration 28Q: 3 clusters Score -839808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -839809.312500 Penalty: 2863.059814
	Iteration 29Q: 3 clusters Score -839809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -839809.312500 Penalty: 2863.059814
	Iteration 30F: 3 clusters Score -839809.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -25917.847656 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -25917.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25137.718750 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -25137.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25212.142578 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -25212.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25238.302734 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -25238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25245.011719 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -25245.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25248.212891 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -25248.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25248.212891 Penalty: 1803.449707
	Iteration 5F: 3 clusters Score -25248.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -25733.419922 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -25733.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25022.136719 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -25022.14 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25287.132812 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -25287.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25415.853516 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -25415.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25693.572266 Penalty: 1825.450684
	Iteration 3F: 3 clusters Score -25693.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25923.658203 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -25923.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25999.359375 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -25999.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -26016.748047 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -26016.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26028.960938 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -26028.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -26028.960938 Penalty: 1825.450684
	Iteration 8F: 3 clusters Score -26028.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76039 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32555 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11796 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 84 members 
Mstep: Class 29 contains 106506 members 
Mstep: Class 30 contains 191 members 
Entering Unmasked Estep 
Score: -59785116.000000 Penalty: 63749.609375
Splitting cluster 28 changes total score from -59786032.000000 to -59785116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (106506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Entering Unmasked Estep 
Score: -13814801.000000 Penalty: 1881.092896
	Iteration 0F: 2 clusters Score -1.38148e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -13748036.000000 Penalty: 3762.185791
	Iteration 0F: 3 clusters Score -1.374804e+07 nChanged 50965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -13777294.000000 Penalty: 3762.185791
	Iteration 1F: 3 clusters Score -1.377729e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 52245 members 
Entering Unmasked Estep 
Score: -13777919.000000 Penalty: 3762.185791
	Iteration 2Q: 3 clusters Score -1.377792e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -13778508.000000 Penalty: 3762.185791
	Iteration 3Q: 3 clusters Score -1.377851e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -13778973.000000 Penalty: 3762.185791
	Iteration 4Q: 3 clusters Score -1.377897e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -13779579.000000 Penalty: 3762.185791
	Iteration 5Q: 3 clusters Score -1.377958e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -13780418.000000 Penalty: 3762.185791
	Iteration 6Q: 3 clusters Score -1.378042e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -13781462.000000 Penalty: 3762.185791
	Iteration 7Q: 3 clusters Score -1.378146e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61141 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -13783429.000000 Penalty: 3762.185791
	Iteration 8Q: 3 clusters Score -1.378343e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -13786176.000000 Penalty: 3762.185791
	Iteration 9Q: 3 clusters Score -1.378618e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -13790168.000000 Penalty: 3762.185791
	Iteration 10F: 3 clusters Score -1.379017e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -13795217.000000 Penalty: 3762.185791
	Iteration 11F: 3 clusters Score -1.379522e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -13799138.000000 Penalty: 3762.185791
	Iteration 12F: 3 clusters Score -1.379914e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -13800792.000000 Penalty: 3762.185791
	Iteration 13Q: 3 clusters Score -1.380079e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -13801475.000000 Penalty: 3762.185791
	Iteration 14Q: 3 clusters Score -1.380148e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -13801986.000000 Penalty: 3762.185791
	Iteration 15Q: 3 clusters Score -1.380199e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -13802437.000000 Penalty: 3762.185791
	Iteration 16Q: 3 clusters Score -1.380244e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81139 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -13802851.000000 Penalty: 3762.185791
	Iteration 17Q: 3 clusters Score -1.380285e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82771 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -13803330.000000 Penalty: 3762.185791
	Iteration 18Q: 3 clusters Score -1.380333e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84436 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -13803872.000000 Penalty: 3762.185791
	Iteration 19Q: 3 clusters Score -1.380387e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -13804391.000000 Penalty: 3762.185791
	Iteration 20F: 3 clusters Score -1.380439e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -13804885.000000 Penalty: 3762.185791
	Iteration 21Q: 3 clusters Score -1.380488e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -13805489.000000 Penalty: 3762.185791
	Iteration 22Q: 3 clusters Score -1.380549e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -13805986.000000 Penalty: 3762.185791
	Iteration 23Q: 3 clusters Score -1.380599e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92529 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -13806577.000000 Penalty: 3762.185791
	Iteration 24Q: 3 clusters Score -1.380658e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -13807111.000000 Penalty: 3762.185791
	Iteration 25Q: 3 clusters Score -1.380711e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95438 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -13807778.000000 Penalty: 3762.185791
	Iteration 26Q: 3 clusters Score -1.380778e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -13808340.000000 Penalty: 3762.185791
	Iteration 27Q: 3 clusters Score -1.380834e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98090 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -13808898.000000 Penalty: 3762.185791
	Iteration 28Q: 3 clusters Score -1.38089e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -13809349.000000 Penalty: 3762.185791
	Iteration 29Q: 3 clusters Score -1.380935e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -13809891.000000 Penalty: 3762.185791
	Iteration 30Q: 3 clusters Score -1.380989e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101098 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -13810260.000000 Penalty: 3762.185791
	Iteration 31Q: 3 clusters Score -1.381026e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101866 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -13810681.000000 Penalty: 3762.185791
	Iteration 32Q: 3 clusters Score -1.381068e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -13810937.000000 Penalty: 3762.185791
	Iteration 33Q: 3 clusters Score -1.381094e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -13811245.000000 Penalty: 3762.185791
	Iteration 34Q: 3 clusters Score -1.381124e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -13811498.000000 Penalty: 3762.185791
	Iteration 35Q: 3 clusters Score -1.38115e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13811806.000000 Penalty: 3762.185791
	Iteration 36Q: 3 clusters Score -1.381181e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13812098.000000 Penalty: 3762.185791
	Iteration 37Q: 3 clusters Score -1.38121e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104875 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -13812352.000000 Penalty: 3762.185791
	Iteration 38Q: 3 clusters Score -1.381235e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105112 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -13812538.000000 Penalty: 3762.185791
	Iteration 39Q: 3 clusters Score -1.381254e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105293 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -13812671.000000 Penalty: 3762.185791
	Iteration 40F: 3 clusters Score -1.381267e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105435 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13812758.000000 Penalty: 3762.185791
	Iteration 41Q: 3 clusters Score -1.381276e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105543 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -13812818.000000 Penalty: 3762.185791
	Iteration 42Q: 3 clusters Score -1.381282e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13812853.000000 Penalty: 3762.185791
	Iteration 43Q: 3 clusters Score -1.381285e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13812888.000000 Penalty: 3762.185791
	Iteration 44Q: 3 clusters Score -1.381289e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13812895.000000 Penalty: 3762.185791
	Iteration 45Q: 3 clusters Score -1.38129e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105761 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13812922.000000 Penalty: 3762.185791
	Iteration 46Q: 3 clusters Score -1.381292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13812971.000000 Penalty: 3762.185791
	Iteration 47Q: 3 clusters Score -1.381297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105828 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13812994.000000 Penalty: 3762.185791
	Iteration 48Q: 3 clusters Score -1.381299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105850 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -13813026.000000 Penalty: 3762.185791
	Iteration 49Q: 3 clusters Score -1.381303e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105872 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13813044.000000 Penalty: 3762.185791
	Iteration 50Q: 3 clusters Score -1.381304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105891 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -13813062.000000 Penalty: 3762.185791
	Iteration 51Q: 3 clusters Score -1.381306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13813073.000000 Penalty: 3762.185791
	Iteration 52Q: 3 clusters Score -1.381307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13813083.000000 Penalty: 3762.185791
	Iteration 53Q: 3 clusters Score -1.381308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13813103.000000 Penalty: 3762.185791
	Iteration 54Q: 3 clusters Score -1.38131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105969 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13813127.000000 Penalty: 3762.185791
	Iteration 55Q: 3 clusters Score -1.381313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13813137.000000 Penalty: 3762.185791
	Iteration 56Q: 3 clusters Score -1.381314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105985 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -13813129.000000 Penalty: 3762.185791
	Iteration 57Q: 3 clusters Score -1.381313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105988 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -13813133.000000 Penalty: 3762.185791
	Iteration 58Q: 3 clusters Score -1.381313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13813143.000000 Penalty: 3762.185791
	Iteration 59Q: 3 clusters Score -1.381314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13813135.000000 Penalty: 3762.185791
	Iteration 60F: 3 clusters Score -1.381314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105999 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -13813137.000000 Penalty: 3762.185791
	Iteration 61Q: 3 clusters Score -1.381314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106002 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -13813134.000000 Penalty: 3762.185791
	Iteration 62Q: 3 clusters Score -1.381313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13813129.000000 Penalty: 3762.185791
	Iteration 63Q: 3 clusters Score -1.381313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -13813136.000000 Penalty: 3762.185791
	Iteration 64Q: 3 clusters Score -1.381314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13813146.000000 Penalty: 3762.185791
	Iteration 65Q: 3 clusters Score -1.381315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -13813149.000000 Penalty: 3762.185791
	Iteration 66Q: 3 clusters Score -1.381315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106021 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13813154.000000 Penalty: 3762.185791
	Iteration 67Q: 3 clusters Score -1.381315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13813153.000000 Penalty: 3762.185791
	Iteration 68Q: 3 clusters Score -1.381315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -13813154.000000 Penalty: 3762.185791
	Iteration 69Q: 3 clusters Score -1.381315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106025 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13813162.000000 Penalty: 3762.185791
	Iteration 70Q: 3 clusters Score -1.381316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13813161.000000 Penalty: 3762.185791
	Iteration 71Q: 3 clusters Score -1.381316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13813161.000000 Penalty: 3762.185791
	Iteration 72F: 3 clusters Score -1.381316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76039 members 
Mstep: Class 3 contains 15968 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32555 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11796 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786036.000000 Penalty: 61624.625000
Iteration 239Q: 30 clusters Score -5.978604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76039 members 
Mstep: Class 3 contains 15970 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14855 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32558 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11796 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786028.000000 Penalty: 61624.625000
Iteration 240F: 30 clusters Score -5.978603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76040 members 
Mstep: Class 3 contains 15970 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80563 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32560 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786008.000000 Penalty: 61624.625000
Iteration 241Q: 30 clusters Score -5.978601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76040 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5418 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80563 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32562 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786028.000000 Penalty: 61624.625000
Iteration 242Q: 30 clusters Score -5.978603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76041 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30724 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32564 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786024.000000 Penalty: 61624.625000
Iteration 243Q: 30 clusters Score -5.978602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76041 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30725 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32565 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786080.000000 Penalty: 61624.625000
Iteration 244Q: 30 clusters Score -5.978608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 76040 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32570 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786028.000000 Penalty: 61624.625000
Iteration 245Q: 30 clusters Score -5.978603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 76041 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5416 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30726 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32574 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786040.000000 Penalty: 61624.625000
Iteration 246Q: 30 clusters Score -5.978604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76042 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5414 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32576 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786020.000000 Penalty: 61624.625000
Iteration 247Q: 30 clusters Score -5.978602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76043 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19687 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14857 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32577 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786016.000000 Penalty: 61624.625000
Iteration 248Q: 30 clusters Score -5.978602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76043 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14859 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32579 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786000.000000 Penalty: 61624.625000
Iteration 249Q: 30 clusters Score -5.9786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76043 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80564 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32580 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786012.000000 Penalty: 61624.625000
Iteration 250Q: 30 clusters Score -5.978601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76043 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32580 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786012.000000 Penalty: 61624.625000
Iteration 251Q: 30 clusters Score -5.978601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76043 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32580 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59786012.000000 Penalty: 61624.625000
Iteration 252F: 30 clusters Score -5.978601e+07 nChanged 0
Entering ConstructFrom: 
Score: -59786012.000000 Penalty: 61624.625000
Entering ConstructFrom: 
Trying to split cluster 1 (13931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Entering Unmasked Estep 
Score: -1754117.125000 Penalty: 1550.554199
	Iteration 0F: 2 clusters Score -1754117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1744351.625000 Penalty: 3101.108398
	Iteration 0F: 3 clusters Score -1744352 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1747736.875000 Penalty: 3101.108398
	Iteration 1F: 3 clusters Score -1747737 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1748227.375000 Penalty: 3101.108398
	Iteration 2F: 3 clusters Score -1748227 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1748681.000000 Penalty: 3101.108398
	Iteration 3F: 3 clusters Score -1748681 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1749101.000000 Penalty: 3101.108398
	Iteration 4F: 3 clusters Score -1749101 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1749506.125000 Penalty: 3101.108398
	Iteration 5F: 3 clusters Score -1749506 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1749863.000000 Penalty: 3101.108398
	Iteration 6F: 3 clusters Score -1749863 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1750164.875000 Penalty: 3101.108398
	Iteration 7Q: 3 clusters Score -1750165 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1750463.250000 Penalty: 3101.108398
	Iteration 8Q: 3 clusters Score -1750463 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1750777.000000 Penalty: 3101.108398
	Iteration 9Q: 3 clusters Score -1750777 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1751054.750000 Penalty: 3101.108398
	Iteration 10Q: 3 clusters Score -1751055 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1751324.000000 Penalty: 3101.108398
	Iteration 11Q: 3 clusters Score -1751324 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1751562.750000 Penalty: 3101.108398
	Iteration 12Q: 3 clusters Score -1751563 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1751800.125000 Penalty: 3101.108398
	Iteration 13Q: 3 clusters Score -1751800 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1752010.625000 Penalty: 3101.108398
	Iteration 14Q: 3 clusters Score -1752011 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1752188.250000 Penalty: 3101.108398
	Iteration 15Q: 3 clusters Score -1752188 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1752336.625000 Penalty: 3101.108398
	Iteration 16Q: 3 clusters Score -1752337 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1752454.250000 Penalty: 3101.108398
	Iteration 17Q: 3 clusters Score -1752454 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1752578.875000 Penalty: 3101.108398
	Iteration 18Q: 3 clusters Score -1752579 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1752673.875000 Penalty: 3101.108398
	Iteration 19Q: 3 clusters Score -1752674 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1752755.750000 Penalty: 3101.108398
	Iteration 20F: 3 clusters Score -1752756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1752827.875000 Penalty: 3101.108398
	Iteration 21Q: 3 clusters Score -1752828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1752903.250000 Penalty: 3101.108398
	Iteration 22Q: 3 clusters Score -1752903 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1752987.125000 Penalty: 3101.108398
	Iteration 23Q: 3 clusters Score -1752987 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1753051.625000 Penalty: 3101.108398
	Iteration 24Q: 3 clusters Score -1753052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1753127.250000 Penalty: 3101.108398
	Iteration 25Q: 3 clusters Score -1753127 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1753183.625000 Penalty: 3101.108398
	Iteration 26Q: 3 clusters Score -1753184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1753230.500000 Penalty: 3101.108398
	Iteration 27Q: 3 clusters Score -1753230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1753271.625000 Penalty: 3101.108398
	Iteration 28Q: 3 clusters Score -1753272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1753301.750000 Penalty: 3101.108398
	Iteration 29Q: 3 clusters Score -1753302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1753325.500000 Penalty: 3101.108398
	Iteration 30Q: 3 clusters Score -1753326 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1753347.375000 Penalty: 3101.108398
	Iteration 31Q: 3 clusters Score -1753347 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1753373.000000 Penalty: 3101.108398
	Iteration 32Q: 3 clusters Score -1753373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -1753386.750000 Penalty: 3101.108398
	Iteration 33Q: 3 clusters Score -1753387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1753403.500000 Penalty: 3101.108398
	Iteration 34Q: 3 clusters Score -1753404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1753420.375000 Penalty: 3101.108398
	Iteration 35Q: 3 clusters Score -1753420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1753442.125000 Penalty: 3101.108398
	Iteration 36Q: 3 clusters Score -1753442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -1753465.750000 Penalty: 3101.108398
	Iteration 37Q: 3 clusters Score -1753466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1753487.000000 Penalty: 3101.108398
	Iteration 38Q: 3 clusters Score -1753487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1753496.875000 Penalty: 3101.108398
	Iteration 39Q: 3 clusters Score -1753497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1753500.625000 Penalty: 3101.108398
	Iteration 40F: 3 clusters Score -1753501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1753506.125000 Penalty: 3101.108398
	Iteration 41Q: 3 clusters Score -1753506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1753510.125000 Penalty: 3101.108398
	Iteration 42Q: 3 clusters Score -1753510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1753516.500000 Penalty: 3101.108398
	Iteration 43Q: 3 clusters Score -1753516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1753519.375000 Penalty: 3101.108398
	Iteration 44Q: 3 clusters Score -1753519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1753515.750000 Penalty: 3101.108398
	Iteration 45Q: 3 clusters Score -1753516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1753517.875000 Penalty: 3101.108398
	Iteration 46Q: 3 clusters Score -1753518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -1753517.875000 Penalty: 3101.108398
	Iteration 47Q: 3 clusters Score -1753518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1753520.875000 Penalty: 3101.108398
	Iteration 48Q: 3 clusters Score -1753521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1753520.875000 Penalty: 3101.108398
	Iteration 49F: 3 clusters Score -1753521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Entering Unmasked Estep 
Score: -9777852.000000 Penalty: 1826.346436
	Iteration 0F: 2 clusters Score -9777852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -9727134.000000 Penalty: 3652.692871
	Iteration 0F: 3 clusters Score -9727134 nChanged 36274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -9748042.000000 Penalty: 3652.692871
	Iteration 1F: 3 clusters Score -9748042 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -9748619.000000 Penalty: 3652.692871
	Iteration 2Q: 3 clusters Score -9748619 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -9749302.000000 Penalty: 3652.692871
	Iteration 3Q: 3 clusters Score -9749302 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -9750073.000000 Penalty: 3652.692871
	Iteration 4Q: 3 clusters Score -9750073 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -9750959.000000 Penalty: 3652.692871
	Iteration 5Q: 3 clusters Score -9750959 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -9752161.000000 Penalty: 3652.692871
	Iteration 6Q: 3 clusters Score -9752161 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -9753733.000000 Penalty: 3652.692871
	Iteration 7Q: 3 clusters Score -9753733 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -9755657.000000 Penalty: 3652.692871
	Iteration 8Q: 3 clusters Score -9755657 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -9757917.000000 Penalty: 3652.692871
	Iteration 9F: 3 clusters Score -9757917 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9760352.000000 Penalty: 3652.692871
	Iteration 10F: 3 clusters Score -9760352 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -9762624.000000 Penalty: 3652.692871
	Iteration 11Q: 3 clusters Score -9762624 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -9764445.000000 Penalty: 3652.692871
	Iteration 12Q: 3 clusters Score -9764445 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -9765453.000000 Penalty: 3652.692871
	Iteration 13Q: 3 clusters Score -9765453 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -9766162.000000 Penalty: 3652.692871
	Iteration 14Q: 3 clusters Score -9766162 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -9766632.000000 Penalty: 3652.692871
	Iteration 15Q: 3 clusters Score -9766632 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -9767071.000000 Penalty: 3652.692871
	Iteration 16Q: 3 clusters Score -9767071 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -9767512.000000 Penalty: 3652.692871
	Iteration 17Q: 3 clusters Score -9767512 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -9767972.000000 Penalty: 3652.692871
	Iteration 18Q: 3 clusters Score -9767972 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -9768452.000000 Penalty: 3652.692871
	Iteration 19Q: 3 clusters Score -9768452 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -9768900.000000 Penalty: 3652.692871
	Iteration 20F: 3 clusters Score -9768900 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -9769339.000000 Penalty: 3652.692871
	Iteration 21Q: 3 clusters Score -9769339 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -9769794.000000 Penalty: 3652.692871
	Iteration 22Q: 3 clusters Score -9769794 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -9770259.000000 Penalty: 3652.692871
	Iteration 23Q: 3 clusters Score -9770259 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -9770731.000000 Penalty: 3652.692871
	Iteration 24Q: 3 clusters Score -9770731 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -9771132.000000 Penalty: 3652.692871
	Iteration 25Q: 3 clusters Score -9771132 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -9771585.000000 Penalty: 3652.692871
	Iteration 26Q: 3 clusters Score -9771585 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -9772032.000000 Penalty: 3652.692871
	Iteration 27Q: 3 clusters Score -9772032 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -9772529.000000 Penalty: 3652.692871
	Iteration 28Q: 3 clusters Score -9772529 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -9773007.000000 Penalty: 3652.692871
	Iteration 29Q: 3 clusters Score -9773007 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -9773500.000000 Penalty: 3652.692871
	Iteration 30Q: 3 clusters Score -9773500 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -9774031.000000 Penalty: 3652.692871
	Iteration 31Q: 3 clusters Score -9774031 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -9774570.000000 Penalty: 3652.692871
	Iteration 32Q: 3 clusters Score -9774570 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -9775002.000000 Penalty: 3652.692871
	Iteration 33Q: 3 clusters Score -9775002 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -9775340.000000 Penalty: 3652.692871
	Iteration 34Q: 3 clusters Score -9775340 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -9775574.000000 Penalty: 3652.692871
	Iteration 35Q: 3 clusters Score -9775574 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -9775691.000000 Penalty: 3652.692871
	Iteration 36Q: 3 clusters Score -9775691 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -9775773.000000 Penalty: 3652.692871
	Iteration 37Q: 3 clusters Score -9775773 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -9775831.000000 Penalty: 3652.692871
	Iteration 38Q: 3 clusters Score -9775831 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -9775881.000000 Penalty: 3652.692871
	Iteration 39Q: 3 clusters Score -9775881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -9775925.000000 Penalty: 3652.692871
	Iteration 40F: 3 clusters Score -9775925 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -9775939.000000 Penalty: 3652.692871
	Iteration 41Q: 3 clusters Score -9775939 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -9775923.000000 Penalty: 3652.692871
	Iteration 42Q: 3 clusters Score -9775923 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -9775933.000000 Penalty: 3652.692871
	Iteration 43Q: 3 clusters Score -9775933 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -9775948.000000 Penalty: 3652.692871
	Iteration 44Q: 3 clusters Score -9775948 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -9775966.000000 Penalty: 3652.692871
	Iteration 45Q: 3 clusters Score -9775966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -9775953.000000 Penalty: 3652.692871
	Iteration 46Q: 3 clusters Score -9775953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65258 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -9775975.000000 Penalty: 3652.692871
	Iteration 47Q: 3 clusters Score -9775975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65273 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -9775964.000000 Penalty: 3652.692871
	Iteration 48Q: 3 clusters Score -9775964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -9775958.000000 Penalty: 3652.692871
	Iteration 49Q: 3 clusters Score -9775958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -9775964.000000 Penalty: 3652.692871
	Iteration 50Q: 3 clusters Score -9775964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -9775963.000000 Penalty: 3652.692871
	Iteration 51Q: 3 clusters Score -9775963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -9775964.000000 Penalty: 3652.692871
	Iteration 52Q: 3 clusters Score -9775964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -9775961.000000 Penalty: 3652.692871
	Iteration 53Q: 3 clusters Score -9775961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -9775962.000000 Penalty: 3652.692871
	Iteration 54Q: 3 clusters Score -9775962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -9775970.000000 Penalty: 3652.692871
	Iteration 55Q: 3 clusters Score -9775970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -9775961.000000 Penalty: 3652.692871
	Iteration 56Q: 3 clusters Score -9775961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -9775967.000000 Penalty: 3652.692871
	Iteration 57Q: 3 clusters Score -9775967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -9775962.000000 Penalty: 3652.692871
	Iteration 58Q: 3 clusters Score -9775962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -9775968.000000 Penalty: 3652.692871
	Iteration 59Q: 3 clusters Score -9775968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -9775969.000000 Penalty: 3652.692871
	Iteration 60F: 3 clusters Score -9775969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Entering Unmasked Estep 
Score: -2072196.500000 Penalty: 1572.761108
	Iteration 0F: 2 clusters Score -2072196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2061242.250000 Penalty: 3145.522217
	Iteration 0F: 3 clusters Score -2061242 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2064980.875000 Penalty: 3145.522217
	Iteration 1F: 3 clusters Score -2064981 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -2065282.500000 Penalty: 3145.522217
	Iteration 2F: 3 clusters Score -2065282 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2065593.625000 Penalty: 3145.522217
	Iteration 3Q: 3 clusters Score -2065594 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2065996.750000 Penalty: 3145.522217
	Iteration 4F: 3 clusters Score -2065997 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2066550.125000 Penalty: 3145.522217
	Iteration 5F: 3 clusters Score -2066550 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2067280.875000 Penalty: 3145.522217
	Iteration 6F: 3 clusters Score -2067281 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2068114.750000 Penalty: 3145.522217
	Iteration 7F: 3 clusters Score -2068115 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2068990.750000 Penalty: 3145.522217
	Iteration 8F: 3 clusters Score -2068991 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2069696.625000 Penalty: 3145.522217
	Iteration 9Q: 3 clusters Score -2069697 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2070185.250000 Penalty: 3145.522217
	Iteration 10Q: 3 clusters Score -2070185 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2070465.625000 Penalty: 3145.522217
	Iteration 11Q: 3 clusters Score -2070466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2070644.750000 Penalty: 3145.522217
	Iteration 12Q: 3 clusters Score -2070645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2070711.000000 Penalty: 3145.522217
	Iteration 13Q: 3 clusters Score -2070711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2070748.375000 Penalty: 3145.522217
	Iteration 14Q: 3 clusters Score -2070748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2070791.750000 Penalty: 3145.522217
	Iteration 15Q: 3 clusters Score -2070792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2070820.875000 Penalty: 3145.522217
	Iteration 16Q: 3 clusters Score -2070821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2070838.625000 Penalty: 3145.522217
	Iteration 17Q: 3 clusters Score -2070839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2070847.750000 Penalty: 3145.522217
	Iteration 18Q: 3 clusters Score -2070848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2070855.625000 Penalty: 3145.522217
	Iteration 19Q: 3 clusters Score -2070856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2070857.250000 Penalty: 3145.522217
	Iteration 20F: 3 clusters Score -2070857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2070861.625000 Penalty: 3145.522217
	Iteration 21Q: 3 clusters Score -2070862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2070868.875000 Penalty: 3145.522217
	Iteration 22Q: 3 clusters Score -2070869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2070868.875000 Penalty: 3145.522217
	Iteration 23F: 3 clusters Score -2070869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -72476.750000 Penalty: 1064.782471
	Iteration 0F: 2 clusters Score -72476.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71354.820312 Penalty: 2129.564941
	Iteration 0F: 3 clusters Score -71354.82 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71726.234375 Penalty: 2129.564941
	Iteration 1F: 3 clusters Score -71726.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71865.820312 Penalty: 2129.564941
	Iteration 2F: 3 clusters Score -71865.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71930.078125 Penalty: 2129.564941
	Iteration 3F: 3 clusters Score -71930.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71989.796875 Penalty: 2129.564941
	Iteration 4Q: 3 clusters Score -71989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72039.523438 Penalty: 2129.564941
	Iteration 5Q: 3 clusters Score -72039.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72083.875000 Penalty: 2129.564941
	Iteration 6Q: 3 clusters Score -72083.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72114.734375 Penalty: 2129.564941
	Iteration 7Q: 3 clusters Score -72114.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -72143.328125 Penalty: 2129.564941
	Iteration 8Q: 3 clusters Score -72143.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72192.132812 Penalty: 2129.564941
	Iteration 9Q: 3 clusters Score -72192.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72229.750000 Penalty: 2129.564941
	Iteration 10Q: 3 clusters Score -72229.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72255.671875 Penalty: 2129.564941
	Iteration 11Q: 3 clusters Score -72255.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72262.687500 Penalty: 2129.564941
	Iteration 12Q: 3 clusters Score -72262.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72270.242188 Penalty: 2129.564941
	Iteration 13Q: 3 clusters Score -72270.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72272.593750 Penalty: 2129.564941
	Iteration 14Q: 3 clusters Score -72272.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72272.593750 Penalty: 2129.564941
	Iteration 15F: 3 clusters Score -72272.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Entering Unmasked Estep 
Score: -704536.312500 Penalty: 1396.940796
	Iteration 0F: 2 clusters Score -704536.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -700312.125000 Penalty: 2793.881592
	Iteration 0F: 3 clusters Score -700312.1 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -701473.687500 Penalty: 2793.881592
	Iteration 1F: 3 clusters Score -701473.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -701632.750000 Penalty: 2793.881592
	Iteration 2F: 3 clusters Score -701632.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -701733.312500 Penalty: 2793.881592
	Iteration 3Q: 3 clusters Score -701733.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -701825.375000 Penalty: 2793.881592
	Iteration 4Q: 3 clusters Score -701825.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -701887.625000 Penalty: 2793.881592
	Iteration 5Q: 3 clusters Score -701887.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -701933.937500 Penalty: 2793.881592
	Iteration 6Q: 3 clusters Score -701933.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -701970.937500 Penalty: 2793.881592
	Iteration 7Q: 3 clusters Score -701970.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -701999.187500 Penalty: 2793.881592
	Iteration 8Q: 3 clusters Score -701999.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -702028.812500 Penalty: 2793.881592
	Iteration 9Q: 3 clusters Score -702028.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -702064.812500 Penalty: 2793.881592
	Iteration 10Q: 3 clusters Score -702064.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -702099.062500 Penalty: 2793.881592
	Iteration 11Q: 3 clusters Score -702099.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -702139.437500 Penalty: 2793.881592
	Iteration 12Q: 3 clusters Score -702139.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -702179.750000 Penalty: 2793.881592
	Iteration 13Q: 3 clusters Score -702179.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -702223.875000 Penalty: 2793.881592
	Iteration 14Q: 3 clusters Score -702223.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -702262.687500 Penalty: 2793.881592
	Iteration 15Q: 3 clusters Score -702262.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -702309.125000 Penalty: 2793.881592
	Iteration 16Q: 3 clusters Score -702309.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -702364.625000 Penalty: 2793.881592
	Iteration 17Q: 3 clusters Score -702364.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -702424.062500 Penalty: 2793.881592
	Iteration 18Q: 3 clusters Score -702424.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -702470.625000 Penalty: 2793.881592
	Iteration 19Q: 3 clusters Score -702470.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -702528.437500 Penalty: 2793.881592
	Iteration 20F: 3 clusters Score -702528.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -702590.937500 Penalty: 2793.881592
	Iteration 21Q: 3 clusters Score -702590.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -702655.125000 Penalty: 2793.881592
	Iteration 22Q: 3 clusters Score -702655.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -702716.625000 Penalty: 2793.881592
	Iteration 23Q: 3 clusters Score -702716.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -702776.500000 Penalty: 2793.881592
	Iteration 24Q: 3 clusters Score -702776.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -702846.125000 Penalty: 2793.881592
	Iteration 25Q: 3 clusters Score -702846.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -702918.312500 Penalty: 2793.881592
	Iteration 26Q: 3 clusters Score -702918.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -702984.812500 Penalty: 2793.881592
	Iteration 27Q: 3 clusters Score -702984.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -703044.625000 Penalty: 2793.881592
	Iteration 28Q: 3 clusters Score -703044.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -703097.250000 Penalty: 2793.881592
	Iteration 29Q: 3 clusters Score -703097.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -703162.500000 Penalty: 2793.881592
	Iteration 30Q: 3 clusters Score -703162.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -703204.750000 Penalty: 2793.881592
	Iteration 31Q: 3 clusters Score -703204.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -703232.375000 Penalty: 2793.881592
	Iteration 32Q: 3 clusters Score -703232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -703253.500000 Penalty: 2793.881592
	Iteration 33Q: 3 clusters Score -703253.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -703265.187500 Penalty: 2793.881592
	Iteration 34Q: 3 clusters Score -703265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -703273.000000 Penalty: 2793.881592
	Iteration 35Q: 3 clusters Score -703273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -703278.687500 Penalty: 2793.881592
	Iteration 36Q: 3 clusters Score -703278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -703283.750000 Penalty: 2793.881592
	Iteration 37Q: 3 clusters Score -703283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -703286.875000 Penalty: 2793.881592
	Iteration 38Q: 3 clusters Score -703286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -703288.062500 Penalty: 2793.881592
	Iteration 39Q: 3 clusters Score -703288.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -703289.500000 Penalty: 2793.881592
	Iteration 40F: 3 clusters Score -703289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -703293.750000 Penalty: 2793.881592
	Iteration 41Q: 3 clusters Score -703293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -703296.500000 Penalty: 2793.881592
	Iteration 42Q: 3 clusters Score -703296.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -703300.937500 Penalty: 2793.881592
	Iteration 43Q: 3 clusters Score -703300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -703302.062500 Penalty: 2793.881592
	Iteration 44Q: 3 clusters Score -703302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -703302.062500 Penalty: 2793.881592
	Iteration 45F: 3 clusters Score -703302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -682074.187500 Penalty: 1397.958374
	Iteration 0F: 2 clusters Score -682074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -677857.687500 Penalty: 2795.916748
	Iteration 0F: 3 clusters Score -677857.7 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -679037.500000 Penalty: 2795.916748
	Iteration 1F: 3 clusters Score -679037.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -679280.125000 Penalty: 2795.916748
	Iteration 2F: 3 clusters Score -679280.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -679438.437500 Penalty: 2795.916748
	Iteration 3F: 3 clusters Score -679438.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -679557.437500 Penalty: 2795.916748
	Iteration 4Q: 3 clusters Score -679557.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -679661.500000 Penalty: 2795.916748
	Iteration 5Q: 3 clusters Score -679661.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -679738.875000 Penalty: 2795.916748
	Iteration 6Q: 3 clusters Score -679738.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -679809.625000 Penalty: 2795.916748
	Iteration 7Q: 3 clusters Score -679809.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -679871.000000 Penalty: 2795.916748
	Iteration 8Q: 3 clusters Score -679871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -679919.250000 Penalty: 2795.916748
	Iteration 9Q: 3 clusters Score -679919.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -679963.687500 Penalty: 2795.916748
	Iteration 10Q: 3 clusters Score -679963.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -680009.312500 Penalty: 2795.916748
	Iteration 11Q: 3 clusters Score -680009.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -680051.437500 Penalty: 2795.916748
	Iteration 12Q: 3 clusters Score -680051.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -680098.812500 Penalty: 2795.916748
	Iteration 13Q: 3 clusters Score -680098.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -680154.625000 Penalty: 2795.916748
	Iteration 14Q: 3 clusters Score -680154.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -680203.187500 Penalty: 2795.916748
	Iteration 15Q: 3 clusters Score -680203.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -680243.062500 Penalty: 2795.916748
	Iteration 16Q: 3 clusters Score -680243.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -680281.125000 Penalty: 2795.916748
	Iteration 17Q: 3 clusters Score -680281.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -680315.812500 Penalty: 2795.916748
	Iteration 18Q: 3 clusters Score -680315.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -680345.812500 Penalty: 2795.916748
	Iteration 19Q: 3 clusters Score -680345.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -680377.000000 Penalty: 2795.916748
	Iteration 20F: 3 clusters Score -680377 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -680418.125000 Penalty: 2795.916748
	Iteration 21Q: 3 clusters Score -680418.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -680464.437500 Penalty: 2795.916748
	Iteration 22Q: 3 clusters Score -680464.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -680498.187500 Penalty: 2795.916748
	Iteration 23Q: 3 clusters Score -680498.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -680532.937500 Penalty: 2795.916748
	Iteration 24Q: 3 clusters Score -680532.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -680581.062500 Penalty: 2795.916748
	Iteration 25Q: 3 clusters Score -680581.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -680635.000000 Penalty: 2795.916748
	Iteration 26Q: 3 clusters Score -680635 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -680680.312500 Penalty: 2795.916748
	Iteration 27Q: 3 clusters Score -680680.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -680719.187500 Penalty: 2795.916748
	Iteration 28Q: 3 clusters Score -680719.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -680755.750000 Penalty: 2795.916748
	Iteration 29Q: 3 clusters Score -680755.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -680792.750000 Penalty: 2795.916748
	Iteration 30Q: 3 clusters Score -680792.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -680817.812500 Penalty: 2795.916748
	Iteration 31Q: 3 clusters Score -680817.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -680839.750000 Penalty: 2795.916748
	Iteration 32Q: 3 clusters Score -680839.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -680861.937500 Penalty: 2795.916748
	Iteration 33Q: 3 clusters Score -680861.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -680876.562500 Penalty: 2795.916748
	Iteration 34Q: 3 clusters Score -680876.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -680886.000000 Penalty: 2795.916748
	Iteration 35Q: 3 clusters Score -680886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -680890.812500 Penalty: 2795.916748
	Iteration 36Q: 3 clusters Score -680890.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -680896.312500 Penalty: 2795.916748
	Iteration 37Q: 3 clusters Score -680896.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -680900.125000 Penalty: 2795.916748
	Iteration 38Q: 3 clusters Score -680900.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -680903.437500 Penalty: 2795.916748
	Iteration 39Q: 3 clusters Score -680903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -680908.562500 Penalty: 2795.916748
	Iteration 40F: 3 clusters Score -680908.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -680914.312500 Penalty: 2795.916748
	Iteration 41Q: 3 clusters Score -680914.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -680918.500000 Penalty: 2795.916748
	Iteration 42Q: 3 clusters Score -680918.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -680923.062500 Penalty: 2795.916748
	Iteration 43Q: 3 clusters Score -680923.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -680926.875000 Penalty: 2795.916748
	Iteration 44Q: 3 clusters Score -680926.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -680928.937500 Penalty: 2795.916748
	Iteration 45Q: 3 clusters Score -680928.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -680936.375000 Penalty: 2795.916748
	Iteration 46Q: 3 clusters Score -680936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -680940.562500 Penalty: 2795.916748
	Iteration 47Q: 3 clusters Score -680940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -680940.562500 Penalty: 2795.916748
	Iteration 48Q: 3 clusters Score -680940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -680945.750000 Penalty: 2795.916748
	Iteration 49Q: 3 clusters Score -680945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -680946.812500 Penalty: 2795.916748
	Iteration 50Q: 3 clusters Score -680946.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -680950.375000 Penalty: 2795.916748
	Iteration 51Q: 3 clusters Score -680950.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -680955.000000 Penalty: 2795.916748
	Iteration 52Q: 3 clusters Score -680955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -680956.750000 Penalty: 2795.916748
	Iteration 53Q: 3 clusters Score -680956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -680958.812500 Penalty: 2795.916748
	Iteration 54Q: 3 clusters Score -680958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -680961.625000 Penalty: 2795.916748
	Iteration 55Q: 3 clusters Score -680961.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -680961.687500 Penalty: 2795.916748
	Iteration 56Q: 3 clusters Score -680961.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -680967.750000 Penalty: 2795.916748
	Iteration 57Q: 3 clusters Score -680967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -680973.312500 Penalty: 2795.916748
	Iteration 58Q: 3 clusters Score -680973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -680976.062500 Penalty: 2795.916748
	Iteration 59Q: 3 clusters Score -680976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -680983.125000 Penalty: 2795.916748
	Iteration 60F: 3 clusters Score -680983.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -680986.437500 Penalty: 2795.916748
	Iteration 61Q: 3 clusters Score -680986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -680986.562500 Penalty: 2795.916748
	Iteration 62Q: 3 clusters Score -680986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -680987.375000 Penalty: 2795.916748
	Iteration 63Q: 3 clusters Score -680987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -680987.375000 Penalty: 2795.916748
	Iteration 64Q: 3 clusters Score -680987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -680988.187500 Penalty: 2795.916748
	Iteration 65Q: 3 clusters Score -680988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -680988.875000 Penalty: 2795.916748
	Iteration 66Q: 3 clusters Score -680988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -680988.437500 Penalty: 2795.916748
	Iteration 67Q: 3 clusters Score -680988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -680988.812500 Penalty: 2795.916748
	Iteration 68Q: 3 clusters Score -680988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -680988.625000 Penalty: 2795.916748
	Iteration 69Q: 3 clusters Score -680988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -680988.625000 Penalty: 2795.916748
	Iteration 70F: 3 clusters Score -680988.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -300369.687500 Penalty: 1273.730713
	Iteration 0F: 2 clusters Score -300369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -297952.062500 Penalty: 2547.461426
	Iteration 0F: 3 clusters Score -297952.1 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -298551.468750 Penalty: 2547.461426
	Iteration 1F: 3 clusters Score -298551.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -298751.593750 Penalty: 2547.461426
	Iteration 2F: 3 clusters Score -298751.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -298908.375000 Penalty: 2547.461426
	Iteration 3F: 3 clusters Score -298908.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -299092.718750 Penalty: 2547.461426
	Iteration 4F: 3 clusters Score -299092.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299337.843750 Penalty: 2547.461426
	Iteration 5F: 3 clusters Score -299337.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -299532.375000 Penalty: 2547.461426
	Iteration 6F: 3 clusters Score -299532.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -299647.687500 Penalty: 2547.461426
	Iteration 7F: 3 clusters Score -299647.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299725.156250 Penalty: 2547.461426
	Iteration 8Q: 3 clusters Score -299725.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -299768.718750 Penalty: 2547.461426
	Iteration 9Q: 3 clusters Score -299768.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -299791.562500 Penalty: 2547.461426
	Iteration 10Q: 3 clusters Score -299791.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -299806.156250 Penalty: 2547.461426
	Iteration 11Q: 3 clusters Score -299806.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -299814.968750 Penalty: 2547.461426
	Iteration 12Q: 3 clusters Score -299815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -299817.156250 Penalty: 2547.461426
	Iteration 13Q: 3 clusters Score -299817.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -299819.093750 Penalty: 2547.461426
	Iteration 14Q: 3 clusters Score -299819.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -299821.750000 Penalty: 2547.461426
	Iteration 15Q: 3 clusters Score -299821.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299824.875000 Penalty: 2547.461426
	Iteration 16Q: 3 clusters Score -299824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -299825.781250 Penalty: 2547.461426
	Iteration 17Q: 3 clusters Score -299825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -299825.750000 Penalty: 2547.461426
	Iteration 18Q: 3 clusters Score -299825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -299825.593750 Penalty: 2547.461426
	Iteration 19Q: 3 clusters Score -299825.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -299825.593750 Penalty: 2547.461426
	Iteration 20F: 3 clusters Score -299825.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -891627.937500 Penalty: 1440.704834
	Iteration 0F: 2 clusters Score -891627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -886341.250000 Penalty: 2881.409668
	Iteration 0F: 3 clusters Score -886341.2 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -887876.562500 Penalty: 2881.409668
	Iteration 1F: 3 clusters Score -887876.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -888055.437500 Penalty: 2881.409668
	Iteration 2F: 3 clusters Score -888055.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -888180.500000 Penalty: 2881.409668
	Iteration 3Q: 3 clusters Score -888180.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -888258.562500 Penalty: 2881.409668
	Iteration 4Q: 3 clusters Score -888258.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -888313.562500 Penalty: 2881.409668
	Iteration 5Q: 3 clusters Score -888313.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -888360.375000 Penalty: 2881.409668
	Iteration 6Q: 3 clusters Score -888360.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -888399.812500 Penalty: 2881.409668
	Iteration 7Q: 3 clusters Score -888399.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -888427.687500 Penalty: 2881.409668
	Iteration 8Q: 3 clusters Score -888427.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -888457.000000 Penalty: 2881.409668
	Iteration 9Q: 3 clusters Score -888457 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -888492.500000 Penalty: 2881.409668
	Iteration 10Q: 3 clusters Score -888492.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -888523.312500 Penalty: 2881.409668
	Iteration 11Q: 3 clusters Score -888523.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -888552.187500 Penalty: 2881.409668
	Iteration 12Q: 3 clusters Score -888552.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -888577.625000 Penalty: 2881.409668
	Iteration 13Q: 3 clusters Score -888577.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -888596.437500 Penalty: 2881.409668
	Iteration 14Q: 3 clusters Score -888596.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -888617.000000 Penalty: 2881.409668
	Iteration 15Q: 3 clusters Score -888617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -888634.250000 Penalty: 2881.409668
	Iteration 16Q: 3 clusters Score -888634.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -888653.312500 Penalty: 2881.409668
	Iteration 17Q: 3 clusters Score -888653.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -888674.625000 Penalty: 2881.409668
	Iteration 18Q: 3 clusters Score -888674.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -888691.000000 Penalty: 2881.409668
	Iteration 19Q: 3 clusters Score -888691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -888704.562500 Penalty: 2881.409668
	Iteration 20F: 3 clusters Score -888704.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -888721.812500 Penalty: 2881.409668
	Iteration 21Q: 3 clusters Score -888721.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -888742.375000 Penalty: 2881.409668
	Iteration 22Q: 3 clusters Score -888742.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -888765.562500 Penalty: 2881.409668
	Iteration 23Q: 3 clusters Score -888765.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -888790.750000 Penalty: 2881.409668
	Iteration 24Q: 3 clusters Score -888790.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -888823.375000 Penalty: 2881.409668
	Iteration 25Q: 3 clusters Score -888823.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -888857.312500 Penalty: 2881.409668
	Iteration 26Q: 3 clusters Score -888857.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -888886.250000 Penalty: 2881.409668
	Iteration 27Q: 3 clusters Score -888886.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -888911.687500 Penalty: 2881.409668
	Iteration 28Q: 3 clusters Score -888911.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -888936.312500 Penalty: 2881.409668
	Iteration 29Q: 3 clusters Score -888936.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -888961.625000 Penalty: 2881.409668
	Iteration 30Q: 3 clusters Score -888961.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -888996.000000 Penalty: 2881.409668
	Iteration 31Q: 3 clusters Score -888996 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -889026.875000 Penalty: 2881.409668
	Iteration 32Q: 3 clusters Score -889026.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -889054.437500 Penalty: 2881.409668
	Iteration 33Q: 3 clusters Score -889054.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -889072.937500 Penalty: 2881.409668
	Iteration 34Q: 3 clusters Score -889072.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -889093.750000 Penalty: 2881.409668
	Iteration 35Q: 3 clusters Score -889093.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -889116.562500 Penalty: 2881.409668
	Iteration 36Q: 3 clusters Score -889116.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -889138.875000 Penalty: 2881.409668
	Iteration 37Q: 3 clusters Score -889138.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -889162.312500 Penalty: 2881.409668
	Iteration 38Q: 3 clusters Score -889162.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -889187.250000 Penalty: 2881.409668
	Iteration 39Q: 3 clusters Score -889187.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -889213.437500 Penalty: 2881.409668
	Iteration 40F: 3 clusters Score -889213.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -889238.375000 Penalty: 2881.409668
	Iteration 41Q: 3 clusters Score -889238.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -889259.062500 Penalty: 2881.409668
	Iteration 42Q: 3 clusters Score -889259.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -889278.312500 Penalty: 2881.409668
	Iteration 43Q: 3 clusters Score -889278.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -889294.875000 Penalty: 2881.409668
	Iteration 44Q: 3 clusters Score -889294.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -889314.625000 Penalty: 2881.409668
	Iteration 45Q: 3 clusters Score -889314.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -889334.937500 Penalty: 2881.409668
	Iteration 46Q: 3 clusters Score -889334.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -889355.187500 Penalty: 2881.409668
	Iteration 47Q: 3 clusters Score -889355.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -889379.375000 Penalty: 2881.409668
	Iteration 48Q: 3 clusters Score -889379.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -889408.125000 Penalty: 2881.409668
	Iteration 49Q: 3 clusters Score -889408.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -889438.250000 Penalty: 2881.409668
	Iteration 50Q: 3 clusters Score -889438.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -889479.000000 Penalty: 2881.409668
	Iteration 51Q: 3 clusters Score -889479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -889515.875000 Penalty: 2881.409668
	Iteration 52Q: 3 clusters Score -889515.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -889553.500000 Penalty: 2881.409668
	Iteration 53Q: 3 clusters Score -889553.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -889587.000000 Penalty: 2881.409668
	Iteration 54Q: 3 clusters Score -889587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -889631.937500 Penalty: 2881.409668
	Iteration 55Q: 3 clusters Score -889631.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -889687.250000 Penalty: 2881.409668
	Iteration 56Q: 3 clusters Score -889687.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -889742.687500 Penalty: 2881.409668
	Iteration 57Q: 3 clusters Score -889742.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -889820.250000 Penalty: 2881.409668
	Iteration 58Q: 3 clusters Score -889820.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -889913.187500 Penalty: 2881.409668
	Iteration 59Q: 3 clusters Score -889913.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -890010.125000 Penalty: 2881.409668
	Iteration 60F: 3 clusters Score -890010.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -890125.187500 Penalty: 2881.409668
	Iteration 61Q: 3 clusters Score -890125.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -890232.500000 Penalty: 2881.409668
	Iteration 62Q: 3 clusters Score -890232.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -890303.125000 Penalty: 2881.409668
	Iteration 63Q: 3 clusters Score -890303.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -890351.812500 Penalty: 2881.409668
	Iteration 64Q: 3 clusters Score -890351.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -890380.812500 Penalty: 2881.409668
	Iteration 65Q: 3 clusters Score -890380.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -890403.500000 Penalty: 2881.409668
	Iteration 66Q: 3 clusters Score -890403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -890413.250000 Penalty: 2881.409668
	Iteration 67Q: 3 clusters Score -890413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -890419.562500 Penalty: 2881.409668
	Iteration 68Q: 3 clusters Score -890419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -890425.312500 Penalty: 2881.409668
	Iteration 69Q: 3 clusters Score -890425.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -890435.687500 Penalty: 2881.409668
	Iteration 70Q: 3 clusters Score -890435.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -890438.250000 Penalty: 2881.409668
	Iteration 71Q: 3 clusters Score -890438.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -890444.062500 Penalty: 2881.409668
	Iteration 72Q: 3 clusters Score -890444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -890448.875000 Penalty: 2881.409668
	Iteration 73Q: 3 clusters Score -890448.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -890452.187500 Penalty: 2881.409668
	Iteration 74Q: 3 clusters Score -890452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -890459.625000 Penalty: 2881.409668
	Iteration 75Q: 3 clusters Score -890459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -890466.125000 Penalty: 2881.409668
	Iteration 76Q: 3 clusters Score -890466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -890468.937500 Penalty: 2881.409668
	Iteration 77Q: 3 clusters Score -890468.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -890470.875000 Penalty: 2881.409668
	Iteration 78Q: 3 clusters Score -890470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -890474.312500 Penalty: 2881.409668
	Iteration 79Q: 3 clusters Score -890474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -890478.375000 Penalty: 2881.409668
	Iteration 80F: 3 clusters Score -890478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -890480.125000 Penalty: 2881.409668
	Iteration 81Q: 3 clusters Score -890480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -890480.812500 Penalty: 2881.409668
	Iteration 82Q: 3 clusters Score -890480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -890480.812500 Penalty: 2881.409668
	Iteration 83F: 3 clusters Score -890480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Entering Unmasked Estep 
Score: -2713394.000000 Penalty: 1624.752930
	Iteration 0F: 2 clusters Score -2713394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2698404.500000 Penalty: 3249.505859
	Iteration 0F: 3 clusters Score -2698404 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2704004.750000 Penalty: 3249.505859
	Iteration 1F: 3 clusters Score -2704005 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2704413.500000 Penalty: 3249.505859
	Iteration 2Q: 3 clusters Score -2704414 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2704856.250000 Penalty: 3249.505859
	Iteration 3Q: 3 clusters Score -2704856 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2705421.500000 Penalty: 3249.505859
	Iteration 4F: 3 clusters Score -2705422 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2706147.750000 Penalty: 3249.505859
	Iteration 5F: 3 clusters Score -2706148 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2707103.500000 Penalty: 3249.505859
	Iteration 6F: 3 clusters Score -2707104 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2708230.500000 Penalty: 3249.505859
	Iteration 7F: 3 clusters Score -2708230 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -2709255.000000 Penalty: 3249.505859
	Iteration 8F: 3 clusters Score -2709255 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2710172.750000 Penalty: 3249.505859
	Iteration 9Q: 3 clusters Score -2710173 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2710837.000000 Penalty: 3249.505859
	Iteration 10Q: 3 clusters Score -2710837 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2711219.000000 Penalty: 3249.505859
	Iteration 11Q: 3 clusters Score -2711219 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2711454.250000 Penalty: 3249.505859
	Iteration 12Q: 3 clusters Score -2711454 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2711615.250000 Penalty: 3249.505859
	Iteration 13Q: 3 clusters Score -2711615 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2711745.250000 Penalty: 3249.505859
	Iteration 14Q: 3 clusters Score -2711745 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2711830.750000 Penalty: 3249.505859
	Iteration 15Q: 3 clusters Score -2711831 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2711885.250000 Penalty: 3249.505859
	Iteration 16Q: 3 clusters Score -2711885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2711919.000000 Penalty: 3249.505859
	Iteration 17Q: 3 clusters Score -2711919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2711950.000000 Penalty: 3249.505859
	Iteration 18Q: 3 clusters Score -2711950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2711975.000000 Penalty: 3249.505859
	Iteration 19Q: 3 clusters Score -2711975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2711989.750000 Penalty: 3249.505859
	Iteration 20F: 3 clusters Score -2711990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2712004.000000 Penalty: 3249.505859
	Iteration 21Q: 3 clusters Score -2712004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2712013.750000 Penalty: 3249.505859
	Iteration 22Q: 3 clusters Score -2712014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2712025.500000 Penalty: 3249.505859
	Iteration 23Q: 3 clusters Score -2712026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2712032.500000 Penalty: 3249.505859
	Iteration 24Q: 3 clusters Score -2712032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2712031.500000 Penalty: 3249.505859
	Iteration 25Q: 3 clusters Score -2712032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2712035.750000 Penalty: 3249.505859
	Iteration 26Q: 3 clusters Score -2712036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2712034.000000 Penalty: 3249.505859
	Iteration 27Q: 3 clusters Score -2712034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2712034.250000 Penalty: 3249.505859
	Iteration 28Q: 3 clusters Score -2712034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2712034.250000 Penalty: 3249.505859
	Iteration 29F: 3 clusters Score -2712034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Entering Unmasked Estep 
Score: -1035769.812500 Penalty: 1476.257812
	Iteration 0F: 2 clusters Score -1035770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1029395.187500 Penalty: 2952.515625
	Iteration 0F: 3 clusters Score -1029395 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1031426.437500 Penalty: 2952.515625
	Iteration 1F: 3 clusters Score -1031426 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1031793.250000 Penalty: 2952.515625
	Iteration 2F: 3 clusters Score -1031793 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1032108.687500 Penalty: 2952.515625
	Iteration 3F: 3 clusters Score -1032109 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1032408.062500 Penalty: 2952.515625
	Iteration 4F: 3 clusters Score -1032408 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1032676.500000 Penalty: 2952.515625
	Iteration 5F: 3 clusters Score -1032676 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1032897.000000 Penalty: 2952.515625
	Iteration 6Q: 3 clusters Score -1032897 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1033102.437500 Penalty: 2952.515625
	Iteration 7Q: 3 clusters Score -1033102 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1033296.125000 Penalty: 2952.515625
	Iteration 8Q: 3 clusters Score -1033296 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1033469.812500 Penalty: 2952.515625
	Iteration 9Q: 3 clusters Score -1033470 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1033602.250000 Penalty: 2952.515625
	Iteration 10Q: 3 clusters Score -1033602 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1033723.437500 Penalty: 2952.515625
	Iteration 11Q: 3 clusters Score -1033723 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1033834.062500 Penalty: 2952.515625
	Iteration 12Q: 3 clusters Score -1033834 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1033939.875000 Penalty: 2952.515625
	Iteration 13Q: 3 clusters Score -1033940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1034050.250000 Penalty: 2952.515625
	Iteration 14Q: 3 clusters Score -1034050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1034151.687500 Penalty: 2952.515625
	Iteration 15Q: 3 clusters Score -1034152 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1034242.687500 Penalty: 2952.515625
	Iteration 16Q: 3 clusters Score -1034243 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1034320.312500 Penalty: 2952.515625
	Iteration 17Q: 3 clusters Score -1034320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1034392.437500 Penalty: 2952.515625
	Iteration 18Q: 3 clusters Score -1034392 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1034444.062500 Penalty: 2952.515625
	Iteration 19Q: 3 clusters Score -1034444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1034479.062500 Penalty: 2952.515625
	Iteration 20F: 3 clusters Score -1034479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1034502.937500 Penalty: 2952.515625
	Iteration 21Q: 3 clusters Score -1034503 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1034523.500000 Penalty: 2952.515625
	Iteration 22Q: 3 clusters Score -1034524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1034540.875000 Penalty: 2952.515625
	Iteration 23Q: 3 clusters Score -1034541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1034557.375000 Penalty: 2952.515625
	Iteration 24Q: 3 clusters Score -1034557 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1034575.687500 Penalty: 2952.515625
	Iteration 25Q: 3 clusters Score -1034576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1034586.875000 Penalty: 2952.515625
	Iteration 26Q: 3 clusters Score -1034587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1034595.625000 Penalty: 2952.515625
	Iteration 27Q: 3 clusters Score -1034596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1034601.375000 Penalty: 2952.515625
	Iteration 28Q: 3 clusters Score -1034601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1034610.625000 Penalty: 2952.515625
	Iteration 29Q: 3 clusters Score -1034611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1034619.812500 Penalty: 2952.515625
	Iteration 30Q: 3 clusters Score -1034620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1034629.125000 Penalty: 2952.515625
	Iteration 31Q: 3 clusters Score -1034629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1034635.000000 Penalty: 2952.515625
	Iteration 32Q: 3 clusters Score -1034635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1034641.625000 Penalty: 2952.515625
	Iteration 33Q: 3 clusters Score -1034642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1034649.125000 Penalty: 2952.515625
	Iteration 34Q: 3 clusters Score -1034649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1034659.375000 Penalty: 2952.515625
	Iteration 35Q: 3 clusters Score -1034659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1034668.625000 Penalty: 2952.515625
	Iteration 36Q: 3 clusters Score -1034669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1034674.687500 Penalty: 2952.515625
	Iteration 37Q: 3 clusters Score -1034675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1034678.187500 Penalty: 2952.515625
	Iteration 38Q: 3 clusters Score -1034678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1034687.125000 Penalty: 2952.515625
	Iteration 39Q: 3 clusters Score -1034687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1034694.062500 Penalty: 2952.515625
	Iteration 40F: 3 clusters Score -1034694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1034697.625000 Penalty: 2952.515625
	Iteration 41Q: 3 clusters Score -1034698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1034698.937500 Penalty: 2952.515625
	Iteration 42Q: 3 clusters Score -1034699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1034709.187500 Penalty: 2952.515625
	Iteration 43Q: 3 clusters Score -1034709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1034715.062500 Penalty: 2952.515625
	Iteration 44Q: 3 clusters Score -1034715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1034721.000000 Penalty: 2952.515625
	Iteration 45Q: 3 clusters Score -1034721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1034721.312500 Penalty: 2952.515625
	Iteration 46Q: 3 clusters Score -1034721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1034723.875000 Penalty: 2952.515625
	Iteration 47Q: 3 clusters Score -1034724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1034728.875000 Penalty: 2952.515625
	Iteration 48Q: 3 clusters Score -1034729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1034733.312500 Penalty: 2952.515625
	Iteration 49Q: 3 clusters Score -1034733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1034735.187500 Penalty: 2952.515625
	Iteration 50Q: 3 clusters Score -1034735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1034734.875000 Penalty: 2952.515625
	Iteration 51Q: 3 clusters Score -1034735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1034735.750000 Penalty: 2952.515625
	Iteration 52Q: 3 clusters Score -1034736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1034735.750000 Penalty: 2952.515625
	Iteration 53F: 3 clusters Score -1034736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -54777.167969 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -54777.17 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 253 members 
Entering Unmasked Estep 
Score: -53671.234375 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -53671.23 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53826.054688 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -53826.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53881.082031 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -53881.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53905.933594 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -53905.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53923.585938 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -53923.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53934.226562 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -53934.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53942.738281 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -53942.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53948.750000 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -53948.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53950.222656 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -53950.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53950.222656 Penalty: 2017.791748
	Iteration 9F: 3 clusters Score -53950.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Entering Unmasked Estep 
Score: -10330673.000000 Penalty: 1835.733154
	Iteration 0F: 2 clusters Score -1.033067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -10277254.000000 Penalty: 3671.466309
	Iteration 0F: 3 clusters Score -1.027725e+07 nChanged 38324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -10299083.000000 Penalty: 3671.466309
	Iteration 1F: 3 clusters Score -1.029908e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -10299750.000000 Penalty: 3671.466309
	Iteration 2Q: 3 clusters Score -1.029975e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -10300498.000000 Penalty: 3671.466309
	Iteration 3Q: 3 clusters Score -1.03005e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -10301489.000000 Penalty: 3671.466309
	Iteration 4Q: 3 clusters Score -1.030149e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -10303171.000000 Penalty: 3671.466309
	Iteration 5Q: 3 clusters Score -1.030317e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -10305794.000000 Penalty: 3671.466309
	Iteration 6F: 3 clusters Score -1.030579e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -10309690.000000 Penalty: 3671.466309
	Iteration 7F: 3 clusters Score -1.030969e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -10315002.000000 Penalty: 3671.466309
	Iteration 8F: 3 clusters Score -1.0315e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -10320322.000000 Penalty: 3671.466309
	Iteration 9F: 3 clusters Score -1.032032e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -10324281.000000 Penalty: 3671.466309
	Iteration 10F: 3 clusters Score -1.032428e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 77299 members 
Entering Unmasked Estep 
Score: -10326692.000000 Penalty: 3671.466309
	Iteration 11Q: 3 clusters Score -1.032669e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -10327857.000000 Penalty: 3671.466309
	Iteration 12Q: 3 clusters Score -1.032786e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -10328456.000000 Penalty: 3671.466309
	Iteration 13Q: 3 clusters Score -1.032846e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -10328733.000000 Penalty: 3671.466309
	Iteration 14Q: 3 clusters Score -1.032873e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -10328882.000000 Penalty: 3671.466309
	Iteration 15Q: 3 clusters Score -1.032888e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -10328975.000000 Penalty: 3671.466309
	Iteration 16Q: 3 clusters Score -1.032898e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 80172 members 
Entering Unmasked Estep 
Score: -10329013.000000 Penalty: 3671.466309
	Iteration 17Q: 3 clusters Score -1.032901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -10329040.000000 Penalty: 3671.466309
	Iteration 18Q: 3 clusters Score -1.032904e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -10329047.000000 Penalty: 3671.466309
	Iteration 19Q: 3 clusters Score -1.032905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -10329065.000000 Penalty: 3671.466309
	Iteration 20F: 3 clusters Score -1.032906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -10329073.000000 Penalty: 3671.466309
	Iteration 21Q: 3 clusters Score -1.032907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -10329077.000000 Penalty: 3671.466309
	Iteration 22Q: 3 clusters Score -1.032908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -10329073.000000 Penalty: 3671.466309
	Iteration 23Q: 3 clusters Score -1.032907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -10329081.000000 Penalty: 3671.466309
	Iteration 24Q: 3 clusters Score -1.032908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80239 members 
Entering Unmasked Estep 
Score: -10329089.000000 Penalty: 3671.466309
	Iteration 25Q: 3 clusters Score -1.032909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -10329090.000000 Penalty: 3671.466309
	Iteration 26Q: 3 clusters Score -1.032909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -10329092.000000 Penalty: 3671.466309
	Iteration 27Q: 3 clusters Score -1.032909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -10329091.000000 Penalty: 3671.466309
	Iteration 28Q: 3 clusters Score -1.032909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80242 members 
Entering Unmasked Estep 
Score: -10329090.000000 Penalty: 3671.466309
	Iteration 29Q: 3 clusters Score -1.032909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 80244 members 
Entering Unmasked Estep 
Score: -10329091.000000 Penalty: 3671.466309
	Iteration 30Q: 3 clusters Score -1.032909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -10329092.000000 Penalty: 3671.466309
	Iteration 31Q: 3 clusters Score -1.032909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -10329097.000000 Penalty: 3671.466309
	Iteration 32Q: 3 clusters Score -1.03291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -10329096.000000 Penalty: 3671.466309
	Iteration 33Q: 3 clusters Score -1.03291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 80249 members 
Entering Unmasked Estep 
Score: -10329100.000000 Penalty: 3671.466309
	Iteration 34Q: 3 clusters Score -1.03291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80250 members 
Entering Unmasked Estep 
Score: -10329103.000000 Penalty: 3671.466309
	Iteration 35Q: 3 clusters Score -1.03291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -10329097.000000 Penalty: 3671.466309
	Iteration 36Q: 3 clusters Score -1.03291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -10329097.000000 Penalty: 3671.466309
	Iteration 37F: 3 clusters Score -1.03291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -136336.203125 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -136336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -134868.750000 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -134868.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -135174.906250 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -135174.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135301.046875 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -135301 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135390.671875 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -135390.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135439.562500 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -135439.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135473.593750 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135473.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135508.250000 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135508.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135537.921875 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135560.984375 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135585.562500 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135585.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135604.843750 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135604.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135634.234375 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -135634.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135667.296875 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -135667.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135709.609375 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -135709.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135753.265625 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -135753.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135780.687500 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -135780.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135798.750000 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -135798.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135811.562500 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -135811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -135825.562500 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -135825.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -135856.000000 Penalty: 2275.996338
	Iteration 19Q: 3 clusters Score -135856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135868.687500 Penalty: 2275.996338
	Iteration 20F: 3 clusters Score -135868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -135876.671875 Penalty: 2275.996338
	Iteration 21Q: 3 clusters Score -135876.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135883.093750 Penalty: 2275.996338
	Iteration 22Q: 3 clusters Score -135883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -135886.656250 Penalty: 2275.996338
	Iteration 23Q: 3 clusters Score -135886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135891.734375 Penalty: 2275.996338
	Iteration 24Q: 3 clusters Score -135891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -135900.265625 Penalty: 2275.996338
	Iteration 25Q: 3 clusters Score -135900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135907.296875 Penalty: 2275.996338
	Iteration 26Q: 3 clusters Score -135907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -135913.578125 Penalty: 2275.996338
	Iteration 27Q: 3 clusters Score -135913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135918.781250 Penalty: 2275.996338
	Iteration 28Q: 3 clusters Score -135918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135925.390625 Penalty: 2275.996338
	Iteration 29Q: 3 clusters Score -135925.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -135926.531250 Penalty: 2275.996338
	Iteration 30Q: 3 clusters Score -135926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135929.203125 Penalty: 2275.996338
	Iteration 31Q: 3 clusters Score -135929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -135929.203125 Penalty: 2275.996338
	Iteration 32F: 3 clusters Score -135929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -843327.250000 Penalty: 1434.034058
	Iteration 0F: 2 clusters Score -843327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -838212.312500 Penalty: 2868.068115
	Iteration 0F: 3 clusters Score -838212.3 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -839760.687500 Penalty: 2868.068115
	Iteration 1F: 3 clusters Score -839760.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -839995.812500 Penalty: 2868.068115
	Iteration 2F: 3 clusters Score -839995.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -840169.875000 Penalty: 2868.068115
	Iteration 3F: 3 clusters Score -840169.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -840304.375000 Penalty: 2868.068115
	Iteration 4Q: 3 clusters Score -840304.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -840413.437500 Penalty: 2868.068115
	Iteration 5Q: 3 clusters Score -840413.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -840515.125000 Penalty: 2868.068115
	Iteration 6Q: 3 clusters Score -840515.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -840607.187500 Penalty: 2868.068115
	Iteration 7Q: 3 clusters Score -840607.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -840680.187500 Penalty: 2868.068115
	Iteration 8Q: 3 clusters Score -840680.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -840737.000000 Penalty: 2868.068115
	Iteration 9Q: 3 clusters Score -840737 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -840780.187500 Penalty: 2868.068115
	Iteration 10Q: 3 clusters Score -840780.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -840817.562500 Penalty: 2868.068115
	Iteration 11Q: 3 clusters Score -840817.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -840852.750000 Penalty: 2868.068115
	Iteration 12Q: 3 clusters Score -840852.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -840885.125000 Penalty: 2868.068115
	Iteration 13Q: 3 clusters Score -840885.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -840912.562500 Penalty: 2868.068115
	Iteration 14Q: 3 clusters Score -840912.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -840936.937500 Penalty: 2868.068115
	Iteration 15Q: 3 clusters Score -840936.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -840964.625000 Penalty: 2868.068115
	Iteration 16Q: 3 clusters Score -840964.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -840990.937500 Penalty: 2868.068115
	Iteration 17Q: 3 clusters Score -840990.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -841018.062500 Penalty: 2868.068115
	Iteration 18Q: 3 clusters Score -841018.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -841050.250000 Penalty: 2868.068115
	Iteration 19Q: 3 clusters Score -841050.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -841096.000000 Penalty: 2868.068115
	Iteration 20F: 3 clusters Score -841096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -841134.687500 Penalty: 2868.068115
	Iteration 21Q: 3 clusters Score -841134.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -841163.250000 Penalty: 2868.068115
	Iteration 22Q: 3 clusters Score -841163.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -841185.562500 Penalty: 2868.068115
	Iteration 23Q: 3 clusters Score -841185.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -841213.562500 Penalty: 2868.068115
	Iteration 24Q: 3 clusters Score -841213.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -841241.875000 Penalty: 2868.068115
	Iteration 25Q: 3 clusters Score -841241.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -841264.562500 Penalty: 2868.068115
	Iteration 26Q: 3 clusters Score -841264.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -841280.125000 Penalty: 2868.068115
	Iteration 27Q: 3 clusters Score -841280.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -841295.437500 Penalty: 2868.068115
	Iteration 28Q: 3 clusters Score -841295.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -841307.875000 Penalty: 2868.068115
	Iteration 29Q: 3 clusters Score -841307.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -841321.125000 Penalty: 2868.068115
	Iteration 30Q: 3 clusters Score -841321.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -841335.312500 Penalty: 2868.068115
	Iteration 31Q: 3 clusters Score -841335.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -841350.250000 Penalty: 2868.068115
	Iteration 32Q: 3 clusters Score -841350.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -841368.250000 Penalty: 2868.068115
	Iteration 33Q: 3 clusters Score -841368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -841380.187500 Penalty: 2868.068115
	Iteration 34Q: 3 clusters Score -841380.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -841387.250000 Penalty: 2868.068115
	Iteration 35Q: 3 clusters Score -841387.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -841395.687500 Penalty: 2868.068115
	Iteration 36Q: 3 clusters Score -841395.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -841403.625000 Penalty: 2868.068115
	Iteration 37Q: 3 clusters Score -841403.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -841410.125000 Penalty: 2868.068115
	Iteration 38Q: 3 clusters Score -841410.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -841421.312500 Penalty: 2868.068115
	Iteration 39Q: 3 clusters Score -841421.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -841429.750000 Penalty: 2868.068115
	Iteration 40F: 3 clusters Score -841429.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -841439.625000 Penalty: 2868.068115
	Iteration 41Q: 3 clusters Score -841439.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -841447.250000 Penalty: 2868.068115
	Iteration 42Q: 3 clusters Score -841447.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -841452.500000 Penalty: 2868.068115
	Iteration 43Q: 3 clusters Score -841452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -841462.625000 Penalty: 2868.068115
	Iteration 44Q: 3 clusters Score -841462.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -841472.062500 Penalty: 2868.068115
	Iteration 45Q: 3 clusters Score -841472.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -841477.750000 Penalty: 2868.068115
	Iteration 46Q: 3 clusters Score -841477.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -841479.750000 Penalty: 2868.068115
	Iteration 47Q: 3 clusters Score -841479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -841482.687500 Penalty: 2868.068115
	Iteration 48Q: 3 clusters Score -841482.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -841489.000000 Penalty: 2868.068115
	Iteration 49Q: 3 clusters Score -841489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -841488.562500 Penalty: 2868.068115
	Iteration 50Q: 3 clusters Score -841488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -841493.500000 Penalty: 2868.068115
	Iteration 51Q: 3 clusters Score -841493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -841495.125000 Penalty: 2868.068115
	Iteration 52Q: 3 clusters Score -841495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -841499.250000 Penalty: 2868.068115
	Iteration 53Q: 3 clusters Score -841499.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -841501.937500 Penalty: 2868.068115
	Iteration 54Q: 3 clusters Score -841501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -841506.312500 Penalty: 2868.068115
	Iteration 55Q: 3 clusters Score -841506.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -841507.312500 Penalty: 2868.068115
	Iteration 56Q: 3 clusters Score -841507.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -841507.750000 Penalty: 2868.068115
	Iteration 57Q: 3 clusters Score -841507.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -841509.812500 Penalty: 2868.068115
	Iteration 58Q: 3 clusters Score -841509.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -841513.687500 Penalty: 2868.068115
	Iteration 59Q: 3 clusters Score -841513.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -841515.687500 Penalty: 2868.068115
	Iteration 60F: 3 clusters Score -841515.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -841516.125000 Penalty: 2868.068115
	Iteration 61Q: 3 clusters Score -841516.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -841519.187500 Penalty: 2868.068115
	Iteration 62Q: 3 clusters Score -841519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -841520.562500 Penalty: 2868.068115
	Iteration 63Q: 3 clusters Score -841520.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -841523.375000 Penalty: 2868.068115
	Iteration 64Q: 3 clusters Score -841523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -841525.125000 Penalty: 2868.068115
	Iteration 65Q: 3 clusters Score -841525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -841530.750000 Penalty: 2868.068115
	Iteration 66Q: 3 clusters Score -841530.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -841536.687500 Penalty: 2868.068115
	Iteration 67Q: 3 clusters Score -841536.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -841542.375000 Penalty: 2868.068115
	Iteration 68Q: 3 clusters Score -841542.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -841556.375000 Penalty: 2868.068115
	Iteration 69Q: 3 clusters Score -841556.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -841564.812500 Penalty: 2868.068115
	Iteration 70Q: 3 clusters Score -841564.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -841573.187500 Penalty: 2868.068115
	Iteration 71Q: 3 clusters Score -841573.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -841582.375000 Penalty: 2868.068115
	Iteration 72Q: 3 clusters Score -841582.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -841591.000000 Penalty: 2868.068115
	Iteration 73Q: 3 clusters Score -841591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -841597.625000 Penalty: 2868.068115
	Iteration 74Q: 3 clusters Score -841597.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -841605.125000 Penalty: 2868.068115
	Iteration 75Q: 3 clusters Score -841605.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -841609.875000 Penalty: 2868.068115
	Iteration 76Q: 3 clusters Score -841609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -841618.812500 Penalty: 2868.068115
	Iteration 77Q: 3 clusters Score -841618.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -841624.062500 Penalty: 2868.068115
	Iteration 78Q: 3 clusters Score -841624.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -841629.000000 Penalty: 2868.068115
	Iteration 79Q: 3 clusters Score -841629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -841633.000000 Penalty: 2868.068115
	Iteration 80F: 3 clusters Score -841633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -841636.562500 Penalty: 2868.068115
	Iteration 81Q: 3 clusters Score -841636.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -841640.125000 Penalty: 2868.068115
	Iteration 82Q: 3 clusters Score -841640.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -841643.875000 Penalty: 2868.068115
	Iteration 83Q: 3 clusters Score -841643.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -841647.000000 Penalty: 2868.068115
	Iteration 84Q: 3 clusters Score -841647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -841650.500000 Penalty: 2868.068115
	Iteration 85Q: 3 clusters Score -841650.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -841654.687500 Penalty: 2868.068115
	Iteration 86Q: 3 clusters Score -841654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -841655.750000 Penalty: 2868.068115
	Iteration 87Q: 3 clusters Score -841655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -841657.062500 Penalty: 2868.068115
	Iteration 88Q: 3 clusters Score -841657.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -841661.312500 Penalty: 2868.068115
	Iteration 89Q: 3 clusters Score -841661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -841664.937500 Penalty: 2868.068115
	Iteration 90Q: 3 clusters Score -841664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -841669.437500 Penalty: 2868.068115
	Iteration 91Q: 3 clusters Score -841669.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -841671.062500 Penalty: 2868.068115
	Iteration 92Q: 3 clusters Score -841671.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -841672.187500 Penalty: 2868.068115
	Iteration 93Q: 3 clusters Score -841672.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -841673.562500 Penalty: 2868.068115
	Iteration 94Q: 3 clusters Score -841673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -841675.375000 Penalty: 2868.068115
	Iteration 95Q: 3 clusters Score -841675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -841676.125000 Penalty: 2868.068115
	Iteration 96Q: 3 clusters Score -841676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -841679.312500 Penalty: 2868.068115
	Iteration 97Q: 3 clusters Score -841679.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -841681.625000 Penalty: 2868.068115
	Iteration 98Q: 3 clusters Score -841681.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -841684.187500 Penalty: 2868.068115
	Iteration 99Q: 3 clusters Score -841684.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -841689.812500 Penalty: 2868.068115
	Iteration 100F: 3 clusters Score -841689.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -841691.375000 Penalty: 2868.068115
	Iteration 101Q: 3 clusters Score -841691.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -841694.562500 Penalty: 2868.068115
	Iteration 102Q: 3 clusters Score -841694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -841698.812500 Penalty: 2868.068115
	Iteration 103Q: 3 clusters Score -841698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -841700.562500 Penalty: 2868.068115
	Iteration 104Q: 3 clusters Score -841700.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -841703.125000 Penalty: 2868.068115
	Iteration 105Q: 3 clusters Score -841703.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -841706.250000 Penalty: 2868.068115
	Iteration 106Q: 3 clusters Score -841706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -841708.500000 Penalty: 2868.068115
	Iteration 107Q: 3 clusters Score -841708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -841710.312500 Penalty: 2868.068115
	Iteration 108Q: 3 clusters Score -841710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -841710.562500 Penalty: 2868.068115
	Iteration 109Q: 3 clusters Score -841710.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -841713.750000 Penalty: 2868.068115
	Iteration 110Q: 3 clusters Score -841713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -841713.187500 Penalty: 2868.068115
	Iteration 111Q: 3 clusters Score -841713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -841713.750000 Penalty: 2868.068115
	Iteration 112Q: 3 clusters Score -841713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -841713.812500 Penalty: 2868.068115
	Iteration 113Q: 3 clusters Score -841713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -841714.812500 Penalty: 2868.068115
	Iteration 114Q: 3 clusters Score -841714.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -841717.187500 Penalty: 2868.068115
	Iteration 115Q: 3 clusters Score -841717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -841716.062500 Penalty: 2868.068115
	Iteration 116Q: 3 clusters Score -841716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -841717.375000 Penalty: 2868.068115
	Iteration 117Q: 3 clusters Score -841717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -841718.687500 Penalty: 2868.068115
	Iteration 118Q: 3 clusters Score -841718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -841719.750000 Penalty: 2868.068115
	Iteration 119Q: 3 clusters Score -841719.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -841722.812500 Penalty: 2868.068115
	Iteration 120F: 3 clusters Score -841722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -841725.312500 Penalty: 2868.068115
	Iteration 121Q: 3 clusters Score -841725.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -841727.562500 Penalty: 2868.068115
	Iteration 122Q: 3 clusters Score -841727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -841730.250000 Penalty: 2868.068115
	Iteration 123Q: 3 clusters Score -841730.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -841731.875000 Penalty: 2868.068115
	Iteration 124Q: 3 clusters Score -841731.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -841736.250000 Penalty: 2868.068115
	Iteration 125Q: 3 clusters Score -841736.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -841739.625000 Penalty: 2868.068115
	Iteration 126Q: 3 clusters Score -841739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -841744.187500 Penalty: 2868.068115
	Iteration 127Q: 3 clusters Score -841744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -841751.125000 Penalty: 2868.068115
	Iteration 128Q: 3 clusters Score -841751.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -841758.250000 Penalty: 2868.068115
	Iteration 129Q: 3 clusters Score -841758.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -841765.187500 Penalty: 2868.068115
	Iteration 130Q: 3 clusters Score -841765.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -841770.562500 Penalty: 2868.068115
	Iteration 131Q: 3 clusters Score -841770.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -841775.250000 Penalty: 2868.068115
	Iteration 132Q: 3 clusters Score -841775.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -841777.625000 Penalty: 2868.068115
	Iteration 133Q: 3 clusters Score -841777.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -841786.125000 Penalty: 2868.068115
	Iteration 134Q: 3 clusters Score -841786.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -841792.687500 Penalty: 2868.068115
	Iteration 135Q: 3 clusters Score -841792.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -841796.875000 Penalty: 2868.068115
	Iteration 136Q: 3 clusters Score -841796.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -841799.875000 Penalty: 2868.068115
	Iteration 137Q: 3 clusters Score -841799.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -841801.375000 Penalty: 2868.068115
	Iteration 138Q: 3 clusters Score -841801.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -841803.937500 Penalty: 2868.068115
	Iteration 139Q: 3 clusters Score -841803.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -841807.312500 Penalty: 2868.068115
	Iteration 140F: 3 clusters Score -841807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -841808.312500 Penalty: 2868.068115
	Iteration 141Q: 3 clusters Score -841808.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -841810.500000 Penalty: 2868.068115
	Iteration 142Q: 3 clusters Score -841810.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -841811.312500 Penalty: 2868.068115
	Iteration 143Q: 3 clusters Score -841811.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -841815.312500 Penalty: 2868.068115
	Iteration 144Q: 3 clusters Score -841815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -841815.375000 Penalty: 2868.068115
	Iteration 145Q: 3 clusters Score -841815.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -841817.375000 Penalty: 2868.068115
	Iteration 146Q: 3 clusters Score -841817.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -841820.812500 Penalty: 2868.068115
	Iteration 147Q: 3 clusters Score -841820.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -841824.562500 Penalty: 2868.068115
	Iteration 148Q: 3 clusters Score -841824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -841827.000000 Penalty: 2868.068115
	Iteration 149Q: 3 clusters Score -841827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -841833.312500 Penalty: 2868.068115
	Iteration 150Q: 3 clusters Score -841833.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -841840.875000 Penalty: 2868.068115
	Iteration 151Q: 3 clusters Score -841840.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -841849.875000 Penalty: 2868.068115
	Iteration 152Q: 3 clusters Score -841849.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -841856.562500 Penalty: 2868.068115
	Iteration 153Q: 3 clusters Score -841856.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -841857.437500 Penalty: 2868.068115
	Iteration 154Q: 3 clusters Score -841857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -841857.500000 Penalty: 2868.068115
	Iteration 155Q: 3 clusters Score -841857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -841860.812500 Penalty: 2868.068115
	Iteration 156Q: 3 clusters Score -841860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -841862.750000 Penalty: 2868.068115
	Iteration 157Q: 3 clusters Score -841862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -841865.000000 Penalty: 2868.068115
	Iteration 158Q: 3 clusters Score -841865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -841866.687500 Penalty: 2868.068115
	Iteration 159Q: 3 clusters Score -841866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -841870.500000 Penalty: 2868.068115
	Iteration 160F: 3 clusters Score -841870.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -841875.000000 Penalty: 2868.068115
	Iteration 161Q: 3 clusters Score -841875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -841881.000000 Penalty: 2868.068115
	Iteration 162Q: 3 clusters Score -841881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -841884.312500 Penalty: 2868.068115
	Iteration 163Q: 3 clusters Score -841884.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -841888.250000 Penalty: 2868.068115
	Iteration 164Q: 3 clusters Score -841888.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -841895.937500 Penalty: 2868.068115
	Iteration 165Q: 3 clusters Score -841895.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -841904.750000 Penalty: 2868.068115
	Iteration 166Q: 3 clusters Score -841904.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -841916.875000 Penalty: 2868.068115
	Iteration 167Q: 3 clusters Score -841916.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -841933.250000 Penalty: 2868.068115
	Iteration 168Q: 3 clusters Score -841933.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -841944.125000 Penalty: 2868.068115
	Iteration 169Q: 3 clusters Score -841944.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -841954.312500 Penalty: 2868.068115
	Iteration 170Q: 3 clusters Score -841954.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -841966.437500 Penalty: 2868.068115
	Iteration 171Q: 3 clusters Score -841966.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -841978.687500 Penalty: 2868.068115
	Iteration 172Q: 3 clusters Score -841978.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -841986.187500 Penalty: 2868.068115
	Iteration 173Q: 3 clusters Score -841986.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -841990.562500 Penalty: 2868.068115
	Iteration 174Q: 3 clusters Score -841990.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -841995.812500 Penalty: 2868.068115
	Iteration 175Q: 3 clusters Score -841995.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -842001.375000 Penalty: 2868.068115
	Iteration 176Q: 3 clusters Score -842001.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -842007.375000 Penalty: 2868.068115
	Iteration 177Q: 3 clusters Score -842007.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -842014.625000 Penalty: 2868.068115
	Iteration 178Q: 3 clusters Score -842014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -842024.375000 Penalty: 2868.068115
	Iteration 179Q: 3 clusters Score -842024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -842026.562500 Penalty: 2868.068115
	Iteration 180F: 3 clusters Score -842026.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -842027.375000 Penalty: 2868.068115
	Iteration 181Q: 3 clusters Score -842027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -842029.687500 Penalty: 2868.068115
	Iteration 182Q: 3 clusters Score -842029.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -842031.875000 Penalty: 2868.068115
	Iteration 183Q: 3 clusters Score -842031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -842037.062500 Penalty: 2868.068115
	Iteration 184Q: 3 clusters Score -842037.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -842043.000000 Penalty: 2868.068115
	Iteration 185Q: 3 clusters Score -842043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -842050.250000 Penalty: 2868.068115
	Iteration 186Q: 3 clusters Score -842050.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -842057.312500 Penalty: 2868.068115
	Iteration 187Q: 3 clusters Score -842057.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -842066.937500 Penalty: 2868.068115
	Iteration 188Q: 3 clusters Score -842066.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -842085.437500 Penalty: 2868.068115
	Iteration 189Q: 3 clusters Score -842085.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -842096.437500 Penalty: 2868.068115
	Iteration 190Q: 3 clusters Score -842096.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -842107.437500 Penalty: 2868.068115
	Iteration 191Q: 3 clusters Score -842107.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -842118.500000 Penalty: 2868.068115
	Iteration 192Q: 3 clusters Score -842118.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -842127.562500 Penalty: 2868.068115
	Iteration 193Q: 3 clusters Score -842127.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -842131.937500 Penalty: 2868.068115
	Iteration 194Q: 3 clusters Score -842131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -842134.187500 Penalty: 2868.068115
	Iteration 195Q: 3 clusters Score -842134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -842136.750000 Penalty: 2868.068115
	Iteration 196Q: 3 clusters Score -842136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -842138.062500 Penalty: 2868.068115
	Iteration 197Q: 3 clusters Score -842138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -842139.437500 Penalty: 2868.068115
	Iteration 198Q: 3 clusters Score -842139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -842139.187500 Penalty: 2868.068115
	Iteration 199Q: 3 clusters Score -842139.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -842139.250000 Penalty: 2868.068115
	Iteration 200F: 3 clusters Score -842139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Entering Unmasked Estep 
Score: -2457262.250000 Penalty: 1606.745239
	Iteration 0F: 2 clusters Score -2457262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2443771.000000 Penalty: 3213.490479
	Iteration 0F: 3 clusters Score -2443771 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2448613.750000 Penalty: 3213.490479
	Iteration 1F: 3 clusters Score -2448614 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2449038.500000 Penalty: 3213.490479
	Iteration 2F: 3 clusters Score -2449038 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2449570.500000 Penalty: 3213.490479
	Iteration 3F: 3 clusters Score -2449570 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2450152.500000 Penalty: 3213.490479
	Iteration 4F: 3 clusters Score -2450152 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2450866.000000 Penalty: 3213.490479
	Iteration 5F: 3 clusters Score -2450866 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2451660.500000 Penalty: 3213.490479
	Iteration 6F: 3 clusters Score -2451660 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2452524.250000 Penalty: 3213.490479
	Iteration 7F: 3 clusters Score -2452524 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2453365.750000 Penalty: 3213.490479
	Iteration 8F: 3 clusters Score -2453366 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2454078.750000 Penalty: 3213.490479
	Iteration 9F: 3 clusters Score -2454079 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2454580.500000 Penalty: 3213.490479
	Iteration 10Q: 3 clusters Score -2454580 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2454876.500000 Penalty: 3213.490479
	Iteration 11Q: 3 clusters Score -2454876 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2455055.500000 Penalty: 3213.490479
	Iteration 12Q: 3 clusters Score -2455056 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2455170.000000 Penalty: 3213.490479
	Iteration 13Q: 3 clusters Score -2455170 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2455261.250000 Penalty: 3213.490479
	Iteration 14Q: 3 clusters Score -2455261 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2455335.250000 Penalty: 3213.490479
	Iteration 15Q: 3 clusters Score -2455335 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2455376.750000 Penalty: 3213.490479
	Iteration 16Q: 3 clusters Score -2455377 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2455427.500000 Penalty: 3213.490479
	Iteration 17Q: 3 clusters Score -2455428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2455489.750000 Penalty: 3213.490479
	Iteration 18Q: 3 clusters Score -2455490 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2455537.250000 Penalty: 3213.490479
	Iteration 19Q: 3 clusters Score -2455537 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2455581.500000 Penalty: 3213.490479
	Iteration 20F: 3 clusters Score -2455582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2455612.000000 Penalty: 3213.490479
	Iteration 21Q: 3 clusters Score -2455612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2455643.500000 Penalty: 3213.490479
	Iteration 22Q: 3 clusters Score -2455644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2455675.500000 Penalty: 3213.490479
	Iteration 23Q: 3 clusters Score -2455676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2455712.750000 Penalty: 3213.490479
	Iteration 24Q: 3 clusters Score -2455713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2455739.000000 Penalty: 3213.490479
	Iteration 25Q: 3 clusters Score -2455739 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2455771.250000 Penalty: 3213.490479
	Iteration 26Q: 3 clusters Score -2455771 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2455799.000000 Penalty: 3213.490479
	Iteration 27Q: 3 clusters Score -2455799 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2455840.000000 Penalty: 3213.490479
	Iteration 28Q: 3 clusters Score -2455840 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2455884.250000 Penalty: 3213.490479
	Iteration 29Q: 3 clusters Score -2455884 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2455919.500000 Penalty: 3213.490479
	Iteration 30Q: 3 clusters Score -2455920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2455957.500000 Penalty: 3213.490479
	Iteration 31Q: 3 clusters Score -2455958 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2456006.500000 Penalty: 3213.490479
	Iteration 32Q: 3 clusters Score -2456006 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2456040.500000 Penalty: 3213.490479
	Iteration 33Q: 3 clusters Score -2456040 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2456088.000000 Penalty: 3213.490479
	Iteration 34Q: 3 clusters Score -2456088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2456124.500000 Penalty: 3213.490479
	Iteration 35Q: 3 clusters Score -2456124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2456155.750000 Penalty: 3213.490479
	Iteration 36Q: 3 clusters Score -2456156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2456179.250000 Penalty: 3213.490479
	Iteration 37Q: 3 clusters Score -2456179 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2456195.500000 Penalty: 3213.490479
	Iteration 38Q: 3 clusters Score -2456196 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2456209.500000 Penalty: 3213.490479
	Iteration 39Q: 3 clusters Score -2456210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2456230.750000 Penalty: 3213.490479
	Iteration 40F: 3 clusters Score -2456231 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2456247.750000 Penalty: 3213.490479
	Iteration 41Q: 3 clusters Score -2456248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2456273.500000 Penalty: 3213.490479
	Iteration 42Q: 3 clusters Score -2456274 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2456281.750000 Penalty: 3213.490479
	Iteration 43Q: 3 clusters Score -2456282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2456310.250000 Penalty: 3213.490479
	Iteration 44Q: 3 clusters Score -2456310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2456324.750000 Penalty: 3213.490479
	Iteration 45Q: 3 clusters Score -2456325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2456336.750000 Penalty: 3213.490479
	Iteration 46Q: 3 clusters Score -2456337 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2456354.000000 Penalty: 3213.490479
	Iteration 47Q: 3 clusters Score -2456354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2456380.750000 Penalty: 3213.490479
	Iteration 48Q: 3 clusters Score -2456381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2456397.000000 Penalty: 3213.490479
	Iteration 49Q: 3 clusters Score -2456397 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2456416.500000 Penalty: 3213.490479
	Iteration 50Q: 3 clusters Score -2456416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2456426.250000 Penalty: 3213.490479
	Iteration 51Q: 3 clusters Score -2456426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2456437.500000 Penalty: 3213.490479
	Iteration 52Q: 3 clusters Score -2456438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2456451.750000 Penalty: 3213.490479
	Iteration 53Q: 3 clusters Score -2456452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2456474.000000 Penalty: 3213.490479
	Iteration 54Q: 3 clusters Score -2456474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2456488.000000 Penalty: 3213.490479
	Iteration 55Q: 3 clusters Score -2456488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2456493.000000 Penalty: 3213.490479
	Iteration 56Q: 3 clusters Score -2456493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2456520.250000 Penalty: 3213.490479
	Iteration 57Q: 3 clusters Score -2456520 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2456542.500000 Penalty: 3213.490479
	Iteration 58Q: 3 clusters Score -2456542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2456553.250000 Penalty: 3213.490479
	Iteration 59Q: 3 clusters Score -2456553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2456565.250000 Penalty: 3213.490479
	Iteration 60F: 3 clusters Score -2456565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2456575.250000 Penalty: 3213.490479
	Iteration 61Q: 3 clusters Score -2456575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2456587.000000 Penalty: 3213.490479
	Iteration 62Q: 3 clusters Score -2456587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2456594.000000 Penalty: 3213.490479
	Iteration 63Q: 3 clusters Score -2456594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2456601.750000 Penalty: 3213.490479
	Iteration 64Q: 3 clusters Score -2456602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2456622.250000 Penalty: 3213.490479
	Iteration 65Q: 3 clusters Score -2456622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2456624.500000 Penalty: 3213.490479
	Iteration 66Q: 3 clusters Score -2456624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2456621.250000 Penalty: 3213.490479
	Iteration 67Q: 3 clusters Score -2456621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2456626.750000 Penalty: 3213.490479
	Iteration 68Q: 3 clusters Score -2456627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2456624.500000 Penalty: 3213.490479
	Iteration 69Q: 3 clusters Score -2456624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2456632.000000 Penalty: 3213.490479
	Iteration 70Q: 3 clusters Score -2456632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2456640.250000 Penalty: 3213.490479
	Iteration 71Q: 3 clusters Score -2456640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2456638.500000 Penalty: 3213.490479
	Iteration 72Q: 3 clusters Score -2456638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2456647.250000 Penalty: 3213.490479
	Iteration 73Q: 3 clusters Score -2456647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2456649.750000 Penalty: 3213.490479
	Iteration 74Q: 3 clusters Score -2456650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2456653.000000 Penalty: 3213.490479
	Iteration 75Q: 3 clusters Score -2456653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2456656.000000 Penalty: 3213.490479
	Iteration 76Q: 3 clusters Score -2456656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2456659.000000 Penalty: 3213.490479
	Iteration 77Q: 3 clusters Score -2456659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2456664.750000 Penalty: 3213.490479
	Iteration 78Q: 3 clusters Score -2456665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2456661.250000 Penalty: 3213.490479
	Iteration 79Q: 3 clusters Score -2456661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2456665.250000 Penalty: 3213.490479
	Iteration 80F: 3 clusters Score -2456665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2456665.750000 Penalty: 3213.490479
	Iteration 81Q: 3 clusters Score -2456666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2456667.250000 Penalty: 3213.490479
	Iteration 82Q: 3 clusters Score -2456667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2456669.750000 Penalty: 3213.490479
	Iteration 83Q: 3 clusters Score -2456670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2456682.500000 Penalty: 3213.490479
	Iteration 84Q: 3 clusters Score -2456682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2456683.750000 Penalty: 3213.490479
	Iteration 85Q: 3 clusters Score -2456684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2456683.250000 Penalty: 3213.490479
	Iteration 86Q: 3 clusters Score -2456683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2456678.000000 Penalty: 3213.490479
	Iteration 87Q: 3 clusters Score -2456678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2456684.250000 Penalty: 3213.490479
	Iteration 88Q: 3 clusters Score -2456684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2456685.750000 Penalty: 3213.490479
	Iteration 89Q: 3 clusters Score -2456686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2456692.250000 Penalty: 3213.490479
	Iteration 90Q: 3 clusters Score -2456692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2456693.000000 Penalty: 3213.490479
	Iteration 91Q: 3 clusters Score -2456693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2456694.750000 Penalty: 3213.490479
	Iteration 92Q: 3 clusters Score -2456695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2456697.000000 Penalty: 3213.490479
	Iteration 93Q: 3 clusters Score -2456697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2456694.000000 Penalty: 3213.490479
	Iteration 94Q: 3 clusters Score -2456694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2456698.500000 Penalty: 3213.490479
	Iteration 95Q: 3 clusters Score -2456698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2456704.500000 Penalty: 3213.490479
	Iteration 96Q: 3 clusters Score -2456704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2456699.750000 Penalty: 3213.490479
	Iteration 97Q: 3 clusters Score -2456700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2456703.500000 Penalty: 3213.490479
	Iteration 98Q: 3 clusters Score -2456704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2456706.250000 Penalty: 3213.490479
	Iteration 99Q: 3 clusters Score -2456706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2456702.250000 Penalty: 3213.490479
	Iteration 100F: 3 clusters Score -2456702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2456700.750000 Penalty: 3213.490479
	Iteration 101Q: 3 clusters Score -2456701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2456697.500000 Penalty: 3213.490479
	Iteration 102Q: 3 clusters Score -2456698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2456699.750000 Penalty: 3213.490479
	Iteration 103Q: 3 clusters Score -2456700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2456702.750000 Penalty: 3213.490479
	Iteration 104Q: 3 clusters Score -2456703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2456705.000000 Penalty: 3213.490479
	Iteration 105Q: 3 clusters Score -2456705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2456705.500000 Penalty: 3213.490479
	Iteration 106Q: 3 clusters Score -2456706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2456705.500000 Penalty: 3213.490479
	Iteration 107F: 3 clusters Score -2456706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -29260.701172 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -29260.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28434.054688 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -28434.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28522.582031 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -28522.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28534.300781 Penalty: 1782.559082
	Iteration 2Q: 3 clusters Score -28534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28538.035156 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -28538.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28538.035156 Penalty: 1782.559082
	Iteration 4F: 3 clusters Score -28538.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Entering Unmasked Estep 
Score: -3881795.000000 Penalty: 1679.095825
	Iteration 0F: 2 clusters Score -3881795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3860972.250000 Penalty: 3358.191650
	Iteration 0F: 3 clusters Score -3860972 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3869190.250000 Penalty: 3358.191650
	Iteration 1F: 3 clusters Score -3869190 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3869923.500000 Penalty: 3358.191650
	Iteration 2F: 3 clusters Score -3869924 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3870860.000000 Penalty: 3358.191650
	Iteration 3F: 3 clusters Score -3870860 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3872029.000000 Penalty: 3358.191650
	Iteration 4F: 3 clusters Score -3872029 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -3873430.250000 Penalty: 3358.191650
	Iteration 5F: 3 clusters Score -3873430 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3875059.500000 Penalty: 3358.191650
	Iteration 6F: 3 clusters Score -3875060 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3876648.250000 Penalty: 3358.191650
	Iteration 7F: 3 clusters Score -3876648 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3877972.250000 Penalty: 3358.191650
	Iteration 8F: 3 clusters Score -3877972 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3878874.250000 Penalty: 3358.191650
	Iteration 9Q: 3 clusters Score -3878874 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3879489.500000 Penalty: 3358.191650
	Iteration 10Q: 3 clusters Score -3879490 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3879845.250000 Penalty: 3358.191650
	Iteration 11Q: 3 clusters Score -3879845 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3880066.000000 Penalty: 3358.191650
	Iteration 12Q: 3 clusters Score -3880066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3880169.750000 Penalty: 3358.191650
	Iteration 13Q: 3 clusters Score -3880170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3880231.500000 Penalty: 3358.191650
	Iteration 14Q: 3 clusters Score -3880232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3880273.750000 Penalty: 3358.191650
	Iteration 15Q: 3 clusters Score -3880274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3880291.500000 Penalty: 3358.191650
	Iteration 16Q: 3 clusters Score -3880292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3880309.250000 Penalty: 3358.191650
	Iteration 17Q: 3 clusters Score -3880309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3880318.250000 Penalty: 3358.191650
	Iteration 18Q: 3 clusters Score -3880318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3880322.500000 Penalty: 3358.191650
	Iteration 19Q: 3 clusters Score -3880322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3880326.750000 Penalty: 3358.191650
	Iteration 20F: 3 clusters Score -3880327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3880335.250000 Penalty: 3358.191650
	Iteration 21Q: 3 clusters Score -3880335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3880339.000000 Penalty: 3358.191650
	Iteration 22Q: 3 clusters Score -3880339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3880348.000000 Penalty: 3358.191650
	Iteration 23Q: 3 clusters Score -3880348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3880345.500000 Penalty: 3358.191650
	Iteration 24Q: 3 clusters Score -3880346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3880348.000000 Penalty: 3358.191650
	Iteration 25Q: 3 clusters Score -3880348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3880348.000000 Penalty: 3358.191650
	Iteration 26Q: 3 clusters Score -3880348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3880359.000000 Penalty: 3358.191650
	Iteration 27Q: 3 clusters Score -3880359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3880360.000000 Penalty: 3358.191650
	Iteration 28Q: 3 clusters Score -3880360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3880362.250000 Penalty: 3358.191650
	Iteration 29Q: 3 clusters Score -3880362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3880362.000000 Penalty: 3358.191650
	Iteration 30Q: 3 clusters Score -3880362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3880366.500000 Penalty: 3358.191650
	Iteration 31Q: 3 clusters Score -3880366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3880378.500000 Penalty: 3358.191650
	Iteration 32Q: 3 clusters Score -3880378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3880381.750000 Penalty: 3358.191650
	Iteration 33Q: 3 clusters Score -3880382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3880381.250000 Penalty: 3358.191650
	Iteration 34Q: 3 clusters Score -3880381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3880381.250000 Penalty: 3358.191650
	Iteration 35F: 3 clusters Score -3880381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Entering Unmasked Estep 
Score: -1926289.625000 Penalty: 1561.044556
	Iteration 0F: 2 clusters Score -1926290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1916036.875000 Penalty: 3122.089111
	Iteration 0F: 3 clusters Score -1916037 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1919510.375000 Penalty: 3122.089111
	Iteration 1F: 3 clusters Score -1919510 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1919818.250000 Penalty: 3122.089111
	Iteration 2F: 3 clusters Score -1919818 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1920109.500000 Penalty: 3122.089111
	Iteration 3Q: 3 clusters Score -1920110 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1920400.000000 Penalty: 3122.089111
	Iteration 4Q: 3 clusters Score -1920400 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1920769.375000 Penalty: 3122.089111
	Iteration 5Q: 3 clusters Score -1920769 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1921178.000000 Penalty: 3122.089111
	Iteration 6Q: 3 clusters Score -1921178 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1921735.125000 Penalty: 3122.089111
	Iteration 7F: 3 clusters Score -1921735 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1922387.125000 Penalty: 3122.089111
	Iteration 8F: 3 clusters Score -1922387 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1923032.375000 Penalty: 3122.089111
	Iteration 9F: 3 clusters Score -1923032 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1923561.875000 Penalty: 3122.089111
	Iteration 10Q: 3 clusters Score -1923562 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1923976.000000 Penalty: 3122.089111
	Iteration 11Q: 3 clusters Score -1923976 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1924307.000000 Penalty: 3122.089111
	Iteration 12Q: 3 clusters Score -1924307 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1924532.500000 Penalty: 3122.089111
	Iteration 13Q: 3 clusters Score -1924532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1924671.625000 Penalty: 3122.089111
	Iteration 14Q: 3 clusters Score -1924672 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1924764.875000 Penalty: 3122.089111
	Iteration 15Q: 3 clusters Score -1924765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1924817.375000 Penalty: 3122.089111
	Iteration 16Q: 3 clusters Score -1924817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1924850.750000 Penalty: 3122.089111
	Iteration 17Q: 3 clusters Score -1924851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1924875.000000 Penalty: 3122.089111
	Iteration 18Q: 3 clusters Score -1924875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1924891.250000 Penalty: 3122.089111
	Iteration 19Q: 3 clusters Score -1924891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1924907.500000 Penalty: 3122.089111
	Iteration 20F: 3 clusters Score -1924908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1924923.125000 Penalty: 3122.089111
	Iteration 21Q: 3 clusters Score -1924923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1924933.500000 Penalty: 3122.089111
	Iteration 22Q: 3 clusters Score -1924934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -1924937.875000 Penalty: 3122.089111
	Iteration 23Q: 3 clusters Score -1924938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1924943.875000 Penalty: 3122.089111
	Iteration 24Q: 3 clusters Score -1924944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1924946.250000 Penalty: 3122.089111
	Iteration 25Q: 3 clusters Score -1924946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1924953.750000 Penalty: 3122.089111
	Iteration 26Q: 3 clusters Score -1924954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1924965.375000 Penalty: 3122.089111
	Iteration 27Q: 3 clusters Score -1924965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -1924974.625000 Penalty: 3122.089111
	Iteration 28Q: 3 clusters Score -1924975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1924986.375000 Penalty: 3122.089111
	Iteration 29Q: 3 clusters Score -1924986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -1924985.875000 Penalty: 3122.089111
	Iteration 30Q: 3 clusters Score -1924986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1924990.625000 Penalty: 3122.089111
	Iteration 31Q: 3 clusters Score -1924991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1924997.500000 Penalty: 3122.089111
	Iteration 32Q: 3 clusters Score -1924998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1924999.500000 Penalty: 3122.089111
	Iteration 33Q: 3 clusters Score -1925000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1925004.375000 Penalty: 3122.089111
	Iteration 34Q: 3 clusters Score -1925004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1925008.750000 Penalty: 3122.089111
	Iteration 35Q: 3 clusters Score -1925009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1925008.750000 Penalty: 3122.089111
	Iteration 36Q: 3 clusters Score -1925009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1925009.750000 Penalty: 3122.089111
	Iteration 37Q: 3 clusters Score -1925010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1925010.625000 Penalty: 3122.089111
	Iteration 38Q: 3 clusters Score -1925011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1925010.625000 Penalty: 3122.089111
	Iteration 39F: 3 clusters Score -1925011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -315934.906250 Penalty: 1269.774292
	Iteration 0F: 2 clusters Score -315934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -313551.625000 Penalty: 2539.548584
	Iteration 0F: 3 clusters Score -313551.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -314048.625000 Penalty: 2539.548584
	Iteration 1F: 3 clusters Score -314048.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -314180.156250 Penalty: 2539.548584
	Iteration 2F: 3 clusters Score -314180.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -314264.156250 Penalty: 2539.548584
	Iteration 3F: 3 clusters Score -314264.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -314327.531250 Penalty: 2539.548584
	Iteration 4Q: 3 clusters Score -314327.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314378.656250 Penalty: 2539.548584
	Iteration 5Q: 3 clusters Score -314378.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -314417.843750 Penalty: 2539.548584
	Iteration 6Q: 3 clusters Score -314417.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -314461.031250 Penalty: 2539.548584
	Iteration 7Q: 3 clusters Score -314461 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -314509.312500 Penalty: 2539.548584
	Iteration 8Q: 3 clusters Score -314509.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -314543.031250 Penalty: 2539.548584
	Iteration 9Q: 3 clusters Score -314543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -314574.250000 Penalty: 2539.548584
	Iteration 10Q: 3 clusters Score -314574.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -314598.406250 Penalty: 2539.548584
	Iteration 11Q: 3 clusters Score -314598.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -314625.687500 Penalty: 2539.548584
	Iteration 12Q: 3 clusters Score -314625.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -314658.000000 Penalty: 2539.548584
	Iteration 13Q: 3 clusters Score -314658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -314681.375000 Penalty: 2539.548584
	Iteration 14Q: 3 clusters Score -314681.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -314703.375000 Penalty: 2539.548584
	Iteration 15Q: 3 clusters Score -314703.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -314722.312500 Penalty: 2539.548584
	Iteration 16Q: 3 clusters Score -314722.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -314733.593750 Penalty: 2539.548584
	Iteration 17Q: 3 clusters Score -314733.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -314741.687500 Penalty: 2539.548584
	Iteration 18Q: 3 clusters Score -314741.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -314750.531250 Penalty: 2539.548584
	Iteration 19Q: 3 clusters Score -314750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -314761.375000 Penalty: 2539.548584
	Iteration 20F: 3 clusters Score -314761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -314771.656250 Penalty: 2539.548584
	Iteration 21Q: 3 clusters Score -314771.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -314777.875000 Penalty: 2539.548584
	Iteration 22Q: 3 clusters Score -314777.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -314783.437500 Penalty: 2539.548584
	Iteration 23Q: 3 clusters Score -314783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -314789.656250 Penalty: 2539.548584
	Iteration 24Q: 3 clusters Score -314789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -314800.218750 Penalty: 2539.548584
	Iteration 25Q: 3 clusters Score -314800.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -314811.375000 Penalty: 2539.548584
	Iteration 26Q: 3 clusters Score -314811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -314815.375000 Penalty: 2539.548584
	Iteration 27Q: 3 clusters Score -314815.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -314818.250000 Penalty: 2539.548584
	Iteration 28Q: 3 clusters Score -314818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -314824.156250 Penalty: 2539.548584
	Iteration 29Q: 3 clusters Score -314824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -314829.531250 Penalty: 2539.548584
	Iteration 30Q: 3 clusters Score -314829.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -314830.781250 Penalty: 2539.548584
	Iteration 31Q: 3 clusters Score -314830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -314831.375000 Penalty: 2539.548584
	Iteration 32Q: 3 clusters Score -314831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -314831.375000 Penalty: 2539.548584
	Iteration 33F: 3 clusters Score -314831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -384131.343750 Penalty: 1313.038574
	Iteration 0F: 2 clusters Score -384131.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -381327.187500 Penalty: 2626.077148
	Iteration 0F: 3 clusters Score -381327.2 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -382072.312500 Penalty: 2626.077148
	Iteration 1F: 3 clusters Score -382072.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -382212.437500 Penalty: 2626.077148
	Iteration 2F: 3 clusters Score -382212.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -382295.343750 Penalty: 2626.077148
	Iteration 3Q: 3 clusters Score -382295.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -382346.718750 Penalty: 2626.077148
	Iteration 4Q: 3 clusters Score -382346.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -382374.375000 Penalty: 2626.077148
	Iteration 5Q: 3 clusters Score -382374.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -382389.312500 Penalty: 2626.077148
	Iteration 6Q: 3 clusters Score -382389.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -382397.968750 Penalty: 2626.077148
	Iteration 7Q: 3 clusters Score -382398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -382405.750000 Penalty: 2626.077148
	Iteration 8Q: 3 clusters Score -382405.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -382418.312500 Penalty: 2626.077148
	Iteration 9Q: 3 clusters Score -382418.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -382432.250000 Penalty: 2626.077148
	Iteration 10Q: 3 clusters Score -382432.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -382443.031250 Penalty: 2626.077148
	Iteration 11Q: 3 clusters Score -382443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -382453.875000 Penalty: 2626.077148
	Iteration 12Q: 3 clusters Score -382453.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -382475.000000 Penalty: 2626.077148
	Iteration 13Q: 3 clusters Score -382475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382513.812500 Penalty: 2626.077148
	Iteration 14Q: 3 clusters Score -382513.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -382558.625000 Penalty: 2626.077148
	Iteration 15Q: 3 clusters Score -382558.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -382615.437500 Penalty: 2626.077148
	Iteration 16Q: 3 clusters Score -382615.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -382705.968750 Penalty: 2626.077148
	Iteration 17Q: 3 clusters Score -382706 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -382795.656250 Penalty: 2626.077148
	Iteration 18Q: 3 clusters Score -382795.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -382883.000000 Penalty: 2626.077148
	Iteration 19Q: 3 clusters Score -382883 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -382962.406250 Penalty: 2626.077148
	Iteration 20F: 3 clusters Score -382962.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -383054.718750 Penalty: 2626.077148
	Iteration 21Q: 3 clusters Score -383054.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -383145.062500 Penalty: 2626.077148
	Iteration 22Q: 3 clusters Score -383145.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -383216.187500 Penalty: 2626.077148
	Iteration 23Q: 3 clusters Score -383216.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -383272.031250 Penalty: 2626.077148
	Iteration 24Q: 3 clusters Score -383272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -383324.750000 Penalty: 2626.077148
	Iteration 25Q: 3 clusters Score -383324.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383372.406250 Penalty: 2626.077148
	Iteration 26Q: 3 clusters Score -383372.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -383405.343750 Penalty: 2626.077148
	Iteration 27Q: 3 clusters Score -383405.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -383433.812500 Penalty: 2626.077148
	Iteration 28Q: 3 clusters Score -383433.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -383455.812500 Penalty: 2626.077148
	Iteration 29Q: 3 clusters Score -383455.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -383474.781250 Penalty: 2626.077148
	Iteration 30Q: 3 clusters Score -383474.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -383488.125000 Penalty: 2626.077148
	Iteration 31Q: 3 clusters Score -383488.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -383495.562500 Penalty: 2626.077148
	Iteration 32Q: 3 clusters Score -383495.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -383499.031250 Penalty: 2626.077148
	Iteration 33Q: 3 clusters Score -383499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -383502.468750 Penalty: 2626.077148
	Iteration 34Q: 3 clusters Score -383502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -383504.437500 Penalty: 2626.077148
	Iteration 35Q: 3 clusters Score -383504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -383505.906250 Penalty: 2626.077148
	Iteration 36Q: 3 clusters Score -383505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -383505.968750 Penalty: 2626.077148
	Iteration 37Q: 3 clusters Score -383506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -383505.968750 Penalty: 2626.077148
	Iteration 38F: 3 clusters Score -383506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -12064.962891 Penalty: 876.464478
	Iteration 0F: 2 clusters Score -12064.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11454.209961 Penalty: 1752.928955
	Iteration 0F: 3 clusters Score -11454.21 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11746.938477 Penalty: 1752.928955
	Iteration 1F: 3 clusters Score -11746.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11941.870117 Penalty: 1752.928955
	Iteration 2F: 3 clusters Score -11941.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12068.801758 Penalty: 1752.928955
	Iteration 3Q: 3 clusters Score -12068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12129.193359 Penalty: 1752.928955
	Iteration 4Q: 3 clusters Score -12129.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12159.627930 Penalty: 1752.928955
	Iteration 5Q: 3 clusters Score -12159.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12191.298828 Penalty: 1752.928955
	Iteration 6Q: 3 clusters Score -12191.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12196.575195 Penalty: 1752.928955
	Iteration 7Q: 3 clusters Score -12196.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12203.938477 Penalty: 1752.928955
	Iteration 8Q: 3 clusters Score -12203.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12205.542969 Penalty: 1752.928955
	Iteration 9Q: 3 clusters Score -12205.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12326.062500 Penalty: 1752.928955
	Iteration 10Q: 3 clusters Score -12326.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12331.063477 Penalty: 1752.928955
	Iteration 11Q: 3 clusters Score -12331.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12333.092773 Penalty: 1752.928955
	Iteration 12Q: 3 clusters Score -12333.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12338.971680 Penalty: 1752.928955
	Iteration 13F: 3 clusters Score -12338.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12435.585938 Penalty: 1752.928955
	Iteration 14Q: 3 clusters Score -12435.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12438.058594 Penalty: 1752.928955
	Iteration 15Q: 3 clusters Score -12438.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12439.495117 Penalty: 1752.928955
	Iteration 16Q: 3 clusters Score -12439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12449.596680 Penalty: 1752.928955
	Iteration 17Q: 3 clusters Score -12449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12466.894531 Penalty: 1752.928955
	Iteration 18Q: 3 clusters Score -12466.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12549.275391 Penalty: 1752.928955
	Iteration 19Q: 3 clusters Score -12549.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12561.609375 Penalty: 1752.928955
	Iteration 20F: 3 clusters Score -12561.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12567.416016 Penalty: 1752.928955
	Iteration 21Q: 3 clusters Score -12567.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12569.357422 Penalty: 1752.928955
	Iteration 22Q: 3 clusters Score -12569.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12569.357422 Penalty: 1752.928955
	Iteration 23F: 3 clusters Score -12569.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 76043 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5413 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 7086 members 
Mstep: Class 9 contains 21993 members 
Mstep: Class 10 contains 8819 members 
Mstep: Class 11 contains 497 members 
Mstep: Class 12 contains 80565 members 
Mstep: Class 13 contains 1100 members 
Mstep: Class 14 contains 6801 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 241 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 14860 members 
Mstep: Class 19 contains 2475 members 
Mstep: Class 20 contains 3230 members 
Mstep: Class 21 contains 98 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32580 members 
Mstep: Class 24 contains 170 members 
Mstep: Class 25 contains 11797 members 
Mstep: Class 26 contains 6697 members 
Mstep: Class 27 contains 257 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 106476 members 
Mstep: Class 30 contains 122 members 
Entering Unmasked Estep 
Score: -59785232.000000 Penalty: 63749.609375
Splitting cluster 21 changes total score from -59786012.000000 to -59785232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -138406.578125 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -138406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -136901.125000 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -136901.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137201.812500 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -137201.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137316.390625 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -137316.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -137351.812500 Penalty: 2271.533936
	Iteration 3Q: 3 clusters Score -137351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -137365.531250 Penalty: 2271.533936
	Iteration 4Q: 3 clusters Score -137365.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -137378.171875 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -137378.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -137385.515625 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -137385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -137387.578125 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -137387.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -137390.593750 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -137390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -137392.578125 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -137392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -137395.906250 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -137395.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -137397.375000 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -137397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137398.578125 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -137398.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137398.578125 Penalty: 2271.533936
	Iteration 13F: 3 clusters Score -137398.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Entering Unmasked Estep 
Score: -4227327.000000 Penalty: 1688.611206
	Iteration 0F: 2 clusters Score -4227327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4205343.000000 Penalty: 3377.222412
	Iteration 0F: 3 clusters Score -4205343 nChanged 15113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4213776.000000 Penalty: 3377.222412
	Iteration 1F: 3 clusters Score -4213776 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4214092.500000 Penalty: 3377.222412
	Iteration 2Q: 3 clusters Score -4214092 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4214341.000000 Penalty: 3377.222412
	Iteration 3Q: 3 clusters Score -4214341 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -4214580.000000 Penalty: 3377.222412
	Iteration 4Q: 3 clusters Score -4214580 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4214839.500000 Penalty: 3377.222412
	Iteration 5Q: 3 clusters Score -4214840 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4215129.500000 Penalty: 3377.222412
	Iteration 6Q: 3 clusters Score -4215130 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4215409.500000 Penalty: 3377.222412
	Iteration 7Q: 3 clusters Score -4215410 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4215729.500000 Penalty: 3377.222412
	Iteration 8Q: 3 clusters Score -4215730 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4216161.000000 Penalty: 3377.222412
	Iteration 9Q: 3 clusters Score -4216161 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4216628.500000 Penalty: 3377.222412
	Iteration 10Q: 3 clusters Score -4216628 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -4217196.500000 Penalty: 3377.222412
	Iteration 11Q: 3 clusters Score -4217196 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4217976.000000 Penalty: 3377.222412
	Iteration 12Q: 3 clusters Score -4217976 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4218944.500000 Penalty: 3377.222412
	Iteration 13Q: 3 clusters Score -4218944 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4219766.500000 Penalty: 3377.222412
	Iteration 14Q: 3 clusters Score -4219766 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4220211.500000 Penalty: 3377.222412
	Iteration 15Q: 3 clusters Score -4220212 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4220383.500000 Penalty: 3377.222412
	Iteration 16Q: 3 clusters Score -4220384 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -4220499.000000 Penalty: 3377.222412
	Iteration 17Q: 3 clusters Score -4220499 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4220557.000000 Penalty: 3377.222412
	Iteration 18Q: 3 clusters Score -4220557 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4220615.500000 Penalty: 3377.222412
	Iteration 19Q: 3 clusters Score -4220616 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4220668.000000 Penalty: 3377.222412
	Iteration 20F: 3 clusters Score -4220668 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -4220726.000000 Penalty: 3377.222412
	Iteration 21Q: 3 clusters Score -4220726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4220787.500000 Penalty: 3377.222412
	Iteration 22Q: 3 clusters Score -4220788 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4220841.000000 Penalty: 3377.222412
	Iteration 23Q: 3 clusters Score -4220841 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4220909 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4220992 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4221092 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4221196 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4221297 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4221412 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4221541 nChanged 432
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4221686 nChanged 439
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4221827 nChanged 451
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Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4221974 nChanged 444
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Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4222118 nChanged 400
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Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4222248 nChanged 411
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Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4222345 nChanged 357
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Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4222460 nChanged 351
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Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4222542 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4222612 nChanged 288
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Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4222675 nChanged 258
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Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4222723 nChanged 237
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Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4222760 nChanged 211
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Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4222809 nChanged 199
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Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4222834 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4222854 nChanged 171
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Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4222896 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4222922.500000 Penalty: 3377.222412
	Iteration 47Q: 3 clusters Score -4222922 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4222950 nChanged 107
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Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4222958 nChanged 105
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Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4222957 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4222962 nChanged 79
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Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4222966 nChanged 71
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Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4222971 nChanged 81
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Mstep: Class 1 contains 21705 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4222984 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4222992 nChanged 80
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Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4222996 nChanged 85
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Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4222996 nChanged 84
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Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4223012 nChanged 86
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Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4223016 nChanged 88
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Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4223024 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4223027 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4223029 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4223044 nChanged 88
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Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4223071 nChanged 89
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Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4223075 nChanged 108
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Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4223076 nChanged 124
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Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4223093 nChanged 124
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Mstep: Class 1 contains 22690 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4223102 nChanged 134
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Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4223118 nChanged 107
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Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4223126 nChanged 103
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Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4223148 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4223160 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4223177 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4223185 nChanged 112
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Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4223214 nChanged 123
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Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4223217 nChanged 127
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Mstep: Class 1 contains 23565 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4223236 nChanged 119
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Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4223245 nChanged 123
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Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4223272 nChanged 129
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Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4223291 nChanged 131
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Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4223300 nChanged 111
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Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4223336 nChanged 118
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Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4223350 nChanged 141
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Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4223378 nChanged 140
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Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4223385 nChanged 163
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Mstep: Class 1 contains 24664 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4223414 nChanged 171
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Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4223444 nChanged 189
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Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4223482 nChanged 192
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Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4223534 nChanged 186
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Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4223550 nChanged 203
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Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4223584 nChanged 189
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Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4223605 nChanged 189
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Mstep: Class 1 contains 25915 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4223632 nChanged 188
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	Iteration 94Q: 3 clusters Score -4223667 nChanged 191
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	Iteration 95Q: 3 clusters Score -4223704 nChanged 208
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	Iteration 96Q: 3 clusters Score -4223758 nChanged 233
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4223822 nChanged 236
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Mstep: Class 1 contains 26965 members 
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	Iteration 98Q: 3 clusters Score -4223892 nChanged 250
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4223974 nChanged 232
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Mstep: Class 1 contains 27443 members 
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Entering Unmasked Estep 
Score: -4224023.500000 Penalty: 3377.222412
	Iteration 100F: 3 clusters Score -4224024 nChanged 244
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Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4224076 nChanged 229
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Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4224142 nChanged 201
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Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4224191.000000 Penalty: 3377.222412
	Iteration 103Q: 3 clusters Score -4224191 nChanged 184
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Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4224232 nChanged 200
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Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4224294 nChanged 204
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4224336 nChanged 179
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Mstep: Class 1 contains 28884 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4224392 nChanged 179
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Mstep: Class 1 contains 29063 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4224442 nChanged 188
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Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4224494 nChanged 186
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Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4224566 nChanged 186
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Mstep: Class 1 contains 29619 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4224621 nChanged 198
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Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4224708 nChanged 189
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Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4224757.000000 Penalty: 3377.222412
	Iteration 113Q: 3 clusters Score -4224757 nChanged 194
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Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4224830 nChanged 167
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Mstep: Class 1 contains 30363 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4224892 nChanged 162
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Mstep: Class 1 contains 30525 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4224956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4225037.500000 Penalty: 3377.222412
	Iteration 117Q: 3 clusters Score -4225038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4225099.000000 Penalty: 3377.222412
	Iteration 118Q: 3 clusters Score -4225099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4225152.500000 Penalty: 3377.222412
	Iteration 119Q: 3 clusters Score -4225152 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4225226.000000 Penalty: 3377.222412
	Iteration 120F: 3 clusters Score -4225226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4225289.500000 Penalty: 3377.222412
	Iteration 121Q: 3 clusters Score -4225290 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4225343.500000 Penalty: 3377.222412
	Iteration 122Q: 3 clusters Score -4225344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4225392.500000 Penalty: 3377.222412
	Iteration 123Q: 3 clusters Score -4225392 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4225425.000000 Penalty: 3377.222412
	Iteration 124Q: 3 clusters Score -4225425 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4225472.000000 Penalty: 3377.222412
	Iteration 125Q: 3 clusters Score -4225472 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4225505.000000 Penalty: 3377.222412
	Iteration 126Q: 3 clusters Score -4225505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4225537.500000 Penalty: 3377.222412
	Iteration 127Q: 3 clusters Score -4225538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4225561.500000 Penalty: 3377.222412
	Iteration 128Q: 3 clusters Score -4225562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4225587.000000 Penalty: 3377.222412
	Iteration 129Q: 3 clusters Score -4225587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4225617.500000 Penalty: 3377.222412
	Iteration 130Q: 3 clusters Score -4225618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4225652.000000 Penalty: 3377.222412
	Iteration 131Q: 3 clusters Score -4225652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4225675.500000 Penalty: 3377.222412
	Iteration 132Q: 3 clusters Score -4225676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4225700.000000 Penalty: 3377.222412
	Iteration 133Q: 3 clusters Score -4225700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4225725.500000 Penalty: 3377.222412
	Iteration 134Q: 3 clusters Score -4225726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4225745.500000 Penalty: 3377.222412
	Iteration 135Q: 3 clusters Score -4225746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4225766.000000 Penalty: 3377.222412
	Iteration 136Q: 3 clusters Score -4225766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4225778.500000 Penalty: 3377.222412
	Iteration 137Q: 3 clusters Score -4225778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4225788.500000 Penalty: 3377.222412
	Iteration 138Q: 3 clusters Score -4225788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4225796.000000 Penalty: 3377.222412
	Iteration 139Q: 3 clusters Score -4225796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4225795.500000 Penalty: 3377.222412
	Iteration 140F: 3 clusters Score -4225796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4225798.500000 Penalty: 3377.222412
	Iteration 141Q: 3 clusters Score -4225798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4225804.500000 Penalty: 3377.222412
	Iteration 142Q: 3 clusters Score -4225804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4225806.500000 Penalty: 3377.222412
	Iteration 143Q: 3 clusters Score -4225806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4225806.500000 Penalty: 3377.222412
	Iteration 144Q: 3 clusters Score -4225806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4225814.500000 Penalty: 3377.222412
	Iteration 145Q: 3 clusters Score -4225814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4225820.000000 Penalty: 3377.222412
	Iteration 146Q: 3 clusters Score -4225820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4225817.000000 Penalty: 3377.222412
	Iteration 147Q: 3 clusters Score -4225817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4225816.500000 Penalty: 3377.222412
	Iteration 148Q: 3 clusters Score -4225816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4225819.500000 Penalty: 3377.222412
	Iteration 149Q: 3 clusters Score -4225820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4225819.500000 Penalty: 3377.222412
	Iteration 150Q: 3 clusters Score -4225820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4225821.500000 Penalty: 3377.222412
	Iteration 151Q: 3 clusters Score -4225822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4225826.000000 Penalty: 3377.222412
	Iteration 152Q: 3 clusters Score -4225826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4225830.500000 Penalty: 3377.222412
	Iteration 153Q: 3 clusters Score -4225830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4225832.500000 Penalty: 3377.222412
	Iteration 154Q: 3 clusters Score -4225832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4225832.500000 Penalty: 3377.222412
	Iteration 155F: 3 clusters Score -4225832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -16203.360352 Penalty: 834.567261
	Iteration 0F: 2 clusters Score -16203.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15591.749023 Penalty: 1669.134521
	Iteration 0F: 3 clusters Score -15591.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15747.215820 Penalty: 1669.134521
	Iteration 1F: 3 clusters Score -15747.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15891.576172 Penalty: 1669.134521
	Iteration 2F: 3 clusters Score -15891.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -15972.886719 Penalty: 1669.134521
	Iteration 3F: 3 clusters Score -15972.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16002.537109 Penalty: 1669.134521
	Iteration 4Q: 3 clusters Score -16002.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16040.989258 Penalty: 1669.134521
	Iteration 5Q: 3 clusters Score -16040.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -16047.492188 Penalty: 1669.134521
	Iteration 6Q: 3 clusters Score -16047.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16062.046875 Penalty: 1669.134521
	Iteration 7Q: 3 clusters Score -16062.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -16062.046875 Penalty: 1669.134521
	Iteration 8F: 3 clusters Score -16062.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Entering Unmasked Estep 
Score: -1535357.500000 Penalty: 1523.535156
	Iteration 0F: 2 clusters Score -1535358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1526957.750000 Penalty: 3047.070312
	Iteration 0F: 3 clusters Score -1526958 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1529642.875000 Penalty: 3047.070312
	Iteration 1F: 3 clusters Score -1529643 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1529896.500000 Penalty: 3047.070312
	Iteration 2F: 3 clusters Score -1529896 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1530133.875000 Penalty: 3047.070312
	Iteration 3Q: 3 clusters Score -1530134 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1530390.625000 Penalty: 3047.070312
	Iteration 4Q: 3 clusters Score -1530391 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1530699.000000 Penalty: 3047.070312
	Iteration 5Q: 3 clusters Score -1530699 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1531068.000000 Penalty: 3047.070312
	Iteration 6F: 3 clusters Score -1531068 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1531523.750000 Penalty: 3047.070312
	Iteration 7F: 3 clusters Score -1531524 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1532064.250000 Penalty: 3047.070312
	Iteration 8F: 3 clusters Score -1532064 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1532585.375000 Penalty: 3047.070312
	Iteration 9F: 3 clusters Score -1532585 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1533036.750000 Penalty: 3047.070312
	Iteration 10Q: 3 clusters Score -1533037 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1533403.500000 Penalty: 3047.070312
	Iteration 11Q: 3 clusters Score -1533404 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1533634.625000 Penalty: 3047.070312
	Iteration 12Q: 3 clusters Score -1533635 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1533774.375000 Penalty: 3047.070312
	Iteration 13Q: 3 clusters Score -1533774 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1533865.750000 Penalty: 3047.070312
	Iteration 14Q: 3 clusters Score -1533866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1533948.625000 Penalty: 3047.070312
	Iteration 15Q: 3 clusters Score -1533949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1534013.000000 Penalty: 3047.070312
	Iteration 16Q: 3 clusters Score -1534013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1534038.375000 Penalty: 3047.070312
	Iteration 17Q: 3 clusters Score -1534038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1534055.875000 Penalty: 3047.070312
	Iteration 18Q: 3 clusters Score -1534056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1534068.000000 Penalty: 3047.070312
	Iteration 19Q: 3 clusters Score -1534068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1534076.500000 Penalty: 3047.070312
	Iteration 20F: 3 clusters Score -1534076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1534081.000000 Penalty: 3047.070312
	Iteration 21Q: 3 clusters Score -1534081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1534085.250000 Penalty: 3047.070312
	Iteration 22Q: 3 clusters Score -1534085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1534087.875000 Penalty: 3047.070312
	Iteration 23Q: 3 clusters Score -1534088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1534088.125000 Penalty: 3047.070312
	Iteration 24Q: 3 clusters Score -1534088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1534088.125000 Penalty: 3047.070312
	Iteration 25F: 3 clusters Score -1534088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Entering Unmasked Estep 
Score: -839977.437500 Penalty: 1431.529907
	Iteration 0F: 2 clusters Score -839977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -834883.062500 Penalty: 2863.059814
	Iteration 0F: 3 clusters Score -834883.1 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -836401.250000 Penalty: 2863.059814
	Iteration 1F: 3 clusters Score -836401.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -836628.750000 Penalty: 2863.059814
	Iteration 2F: 3 clusters Score -836628.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -836824.312500 Penalty: 2863.059814
	Iteration 3F: 3 clusters Score -836824.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -837050.000000 Penalty: 2863.059814
	Iteration 4F: 3 clusters Score -837050 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -837375.187500 Penalty: 2863.059814
	Iteration 5F: 3 clusters Score -837375.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -837763.250000 Penalty: 2863.059814
	Iteration 6F: 3 clusters Score -837763.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -838185.875000 Penalty: 2863.059814
	Iteration 7F: 3 clusters Score -838185.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -838573.562500 Penalty: 2863.059814
	Iteration 8F: 3 clusters Score -838573.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -838909.375000 Penalty: 2863.059814
	Iteration 9Q: 3 clusters Score -838909.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -839159.750000 Penalty: 2863.059814
	Iteration 10Q: 3 clusters Score -839159.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -839305.562500 Penalty: 2863.059814
	Iteration 11Q: 3 clusters Score -839305.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -839370.250000 Penalty: 2863.059814
	Iteration 12Q: 3 clusters Score -839370.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -839411.937500 Penalty: 2863.059814
	Iteration 13Q: 3 clusters Score -839411.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -839431.125000 Penalty: 2863.059814
	Iteration 14Q: 3 clusters Score -839431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -839443.750000 Penalty: 2863.059814
	Iteration 15Q: 3 clusters Score -839443.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -839447.500000 Penalty: 2863.059814
	Iteration 16Q: 3 clusters Score -839447.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -839448.562500 Penalty: 2863.059814
	Iteration 17Q: 3 clusters Score -839448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -839452.437500 Penalty: 2863.059814
	Iteration 18Q: 3 clusters Score -839452.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -839456.000000 Penalty: 2863.059814
	Iteration 19Q: 3 clusters Score -839456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -839456.375000 Penalty: 2863.059814
	Iteration 20F: 3 clusters Score -839456.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -839456.937500 Penalty: 2863.059814
	Iteration 21Q: 3 clusters Score -839456.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -839459.375000 Penalty: 2863.059814
	Iteration 22Q: 3 clusters Score -839459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -839461.437500 Penalty: 2863.059814
	Iteration 23Q: 3 clusters Score -839461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -839460.187500 Penalty: 2863.059814
	Iteration 24Q: 3 clusters Score -839460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -839464.500000 Penalty: 2863.059814
	Iteration 25Q: 3 clusters Score -839464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -839465.437500 Penalty: 2863.059814
	Iteration 26Q: 3 clusters Score -839465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -839465.812500 Penalty: 2863.059814
	Iteration 27Q: 3 clusters Score -839465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -839467.812500 Penalty: 2863.059814
	Iteration 28Q: 3 clusters Score -839467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -839469.000000 Penalty: 2863.059814
	Iteration 29Q: 3 clusters Score -839469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -839469.000000 Penalty: 2863.059814
	Iteration 30Q: 3 clusters Score -839469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -839469.000000 Penalty: 2863.059814
	Iteration 31F: 3 clusters Score -839469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -25917.847656 Penalty: 901.724854
	Iteration 0F: 2 clusters Score -25917.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25131.376953 Penalty: 1803.449707
	Iteration 0F: 3 clusters Score -25131.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25240.833984 Penalty: 1803.449707
	Iteration 1F: 3 clusters Score -25240.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25277.482422 Penalty: 1803.449707
	Iteration 2F: 3 clusters Score -25277.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25293.775391 Penalty: 1803.449707
	Iteration 3Q: 3 clusters Score -25293.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25299.210938 Penalty: 1803.449707
	Iteration 4Q: 3 clusters Score -25299.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25308.212891 Penalty: 1803.449707
	Iteration 5Q: 3 clusters Score -25308.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25317.806641 Penalty: 1803.449707
	Iteration 6Q: 3 clusters Score -25317.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25323.824219 Penalty: 1803.449707
	Iteration 7Q: 3 clusters Score -25323.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25333.636719 Penalty: 1803.449707
	Iteration 8Q: 3 clusters Score -25333.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25336.326172 Penalty: 1803.449707
	Iteration 9Q: 3 clusters Score -25336.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25336.326172 Penalty: 1803.449707
	Iteration 10F: 3 clusters Score -25336.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Entering Unmasked Estep 
Score: -25733.419922 Penalty: 912.725342
	Iteration 0F: 2 clusters Score -25733.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24983.613281 Penalty: 1825.450684
	Iteration 0F: 3 clusters Score -24983.61 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25196.447266 Penalty: 1825.450684
	Iteration 1F: 3 clusters Score -25196.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25281.583984 Penalty: 1825.450684
	Iteration 2F: 3 clusters Score -25281.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25328.144531 Penalty: 1825.450684
	Iteration 3F: 3 clusters Score -25328.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25343.679688 Penalty: 1825.450684
	Iteration 4Q: 3 clusters Score -25343.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25347.837891 Penalty: 1825.450684
	Iteration 5Q: 3 clusters Score -25347.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25359.593750 Penalty: 1825.450684
	Iteration 6Q: 3 clusters Score -25359.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25364.855469 Penalty: 1825.450684
	Iteration 7Q: 3 clusters Score -25364.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25364.855469 Penalty: 1825.450684
	Iteration 8F: 3 clusters Score -25364.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (106476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106476 members 
Entering Unmasked Estep 
Score: -13810834.000000 Penalty: 1881.047241
	Iteration 0F: 2 clusters Score -1.381083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -13743967.000000 Penalty: 3762.094482
	Iteration 0F: 3 clusters Score -1.374397e+07 nChanged 51252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -13774357.000000 Penalty: 3762.094482
	Iteration 1F: 3 clusters Score -1.377436e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 60695 members 
Entering Unmasked Estep 
Score: -13775839.000000 Penalty: 3762.094482
	Iteration 2Q: 3 clusters Score -1.377584e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 65447 members 
Entering Unmasked Estep 
Score: -13778499.000000 Penalty: 3762.094482
	Iteration 3F: 3 clusters Score -1.37785e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -13782829.000000 Penalty: 3762.094482
	Iteration 4F: 3 clusters Score -1.378283e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -13788621.000000 Penalty: 3762.094482
	Iteration 5F: 3 clusters Score -1.378862e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -13795385.000000 Penalty: 3762.094482
	Iteration 6F: 3 clusters Score -1.379538e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -13801087.000000 Penalty: 3762.094482
	Iteration 7F: 3 clusters Score -1.380109e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -13805255.000000 Penalty: 3762.094482
	Iteration 8Q: 3 clusters Score -1.380526e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -13807276.000000 Penalty: 3762.094482
	Iteration 9Q: 3 clusters Score -1.380728e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -13808429.000000 Penalty: 3762.094482
	Iteration 10Q: 3 clusters Score -1.380843e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -13808775.000000 Penalty: 3762.094482
	Iteration 11Q: 3 clusters Score -1.380878e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -13808929.000000 Penalty: 3762.094482
	Iteration 12Q: 3 clusters Score -1.380893e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -13809011.000000 Penalty: 3762.094482
	Iteration 13Q: 3 clusters Score -1.380901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 106266 members 
Entering Unmasked Estep 
Score: -13809046.000000 Penalty: 3762.094482
	Iteration 14Q: 3 clusters Score -1.380905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -13809102.000000 Penalty: 3762.094482
	Iteration 15Q: 3 clusters Score -1.38091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -13809111.000000 Penalty: 3762.094482
	Iteration 16Q: 3 clusters Score -1.380911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -13809146.000000 Penalty: 3762.094482
	Iteration 17Q: 3 clusters Score -1.380915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 106314 members 
Entering Unmasked Estep 
Score: -13809153.000000 Penalty: 3762.094482
	Iteration 18Q: 3 clusters Score -1.380915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -13809161.000000 Penalty: 3762.094482
	Iteration 19Q: 3 clusters Score -1.380916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -13809171.000000 Penalty: 3762.094482
	Iteration 20F: 3 clusters Score -1.380917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -13809165.000000 Penalty: 3762.094482
	Iteration 21Q: 3 clusters Score -1.380916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -13809162.000000 Penalty: 3762.094482
	Iteration 22Q: 3 clusters Score -1.380916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -13809169.000000 Penalty: 3762.094482
	Iteration 23Q: 3 clusters Score -1.380917e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -13809174.000000 Penalty: 3762.094482
	Iteration 24Q: 3 clusters Score -1.380917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -13809181.000000 Penalty: 3762.094482
	Iteration 25Q: 3 clusters Score -1.380918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -13809181.000000 Penalty: 3762.094482
	Iteration 26F: 3 clusters Score -1.380918e+07 nChanged 0
24->30 Clusters: Score -59786012.000000, best is -59795464.000000

Starting from 25 clusters...
--- Clustering full data set of 477750 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 20064 members 
Mstep: Class 3 contains 19812 members 
Mstep: Class 4 contains 19789 members 
Mstep: Class 5 contains 19880 members 
Mstep: Class 6 contains 20086 members 
Mstep: Class 7 contains 19849 members 
Mstep: Class 8 contains 19810 members 
Mstep: Class 9 contains 19920 members 
Mstep: Class 10 contains 19907 members 
Mstep: Class 11 contains 19820 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 20168 members 
Mstep: Class 14 contains 19977 members 
Mstep: Class 15 contains 19827 members 
Mstep: Class 16 contains 19839 members 
Mstep: Class 17 contains 19923 members 
Mstep: Class 18 contains 19849 members 
Mstep: Class 19 contains 20090 members 
Mstep: Class 20 contains 19933 members 
Mstep: Class 21 contains 19860 members 
Mstep: Class 22 contains 19878 members 
Mstep: Class 23 contains 19774 members 
Mstep: Class 24 contains 20120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 976.758179 but Gain 2124.984375
Score: -57305120.000000 Penalty: 48874.703125
Iteration 0F: 24 clusters Score -5.730512e+07 nChanged 457642
Entering Unmasked Mstep 
Mstep: Class 0 contains 855 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 46521 members 
Mstep: Class 3 contains 39781 members 
Mstep: Class 4 contains 4182 members 
Mstep: Class 5 contains 9755 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 1732 members 
Mstep: Class 8 contains 4921 members 
Mstep: Class 9 contains 39095 members 
Mstep: Class 11 contains 5758 members 
Mstep: Class 12 contains 51448 members 
Mstep: Class 13 contains 17307 members 
Mstep: Class 14 contains 20148 members 
Mstep: Class 15 contains 40654 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 32538 members 
Mstep: Class 18 contains 37501 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 20 contains 1438 members 
Mstep: Class 21 contains 39335 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 43101 members 
Mstep: Class 24 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1537.287720 but Gain 2124.988281
Score: -58861656.000000 Penalty: 46749.714844
Iteration 1F: 23 clusters Score -5.886166e+07 nChanged 145003
Entering Unmasked Mstep 
Mstep: Class 0 contains 570 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 42230 members 
Mstep: Class 3 contains 41835 members 
Mstep: Class 4 contains 2522 members 
Mstep: Class 5 contains 5431 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 36711 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 72081 members 
Mstep: Class 13 contains 10726 members 
Mstep: Class 14 contains 16154 members 
Mstep: Class 15 contains 41544 members 
Mstep: Class 16 contains 9830 members 
Mstep: Class 17 contains 29575 members 
Mstep: Class 18 contains 33566 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 21 contains 37165 members 
Mstep: Class 22 contains 12271 members 
Mstep: Class 23 contains 45911 members 
Mstep: Class 24 contains 17174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59135320.000000 Penalty: 46749.714844
Iteration 2F: 23 clusters Score -5.913532e+07 nChanged 128340
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35145 members 
Mstep: Class 3 contains 44365 members 
Mstep: Class 4 contains 2362 members 
Mstep: Class 5 contains 4665 members 
Mstep: Class 6 contains 865 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 33217 members 
Mstep: Class 11 contains 12605 members 
Mstep: Class 12 contains 101270 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 11677 members 
Mstep: Class 15 contains 38114 members 
Mstep: Class 16 contains 10726 members 
Mstep: Class 17 contains 26360 members 
Mstep: Class 18 contains 25717 members 
Mstep: Class 19 contains 1284 members 
Mstep: Class 21 contains 33543 members 
Mstep: Class 22 contains 17833 members 
Mstep: Class 23 contains 43177 members 
Mstep: Class 24 contains 15760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59316916.000000 Penalty: 46749.714844
Iteration 3F: 23 clusters Score -5.931692e+07 nChanged 104380
Entering Unmasked Mstep 
Mstep: Class 0 contains 385 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28365 members 
Mstep: Class 3 contains 46001 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 5554 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 1523 members 
Mstep: Class 8 contains 7997 members 
Mstep: Class 9 contains 30655 members 
Mstep: Class 11 contains 16538 members 
Mstep: Class 12 contains 127483 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 14 contains 7289 members 
Mstep: Class 15 contains 35101 members 
Mstep: Class 16 contains 9662 members 
Mstep: Class 17 contains 24847 members 
Mstep: Class 18 contains 19299 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 21 contains 32735 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 37065 members 
Mstep: Class 24 contains 15130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59431844.000000 Penalty: 46749.714844
Iteration 4F: 23 clusters Score -5.943184e+07 nChanged 80565
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 22947 members 
Mstep: Class 3 contains 47705 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 7959 members 
Mstep: Class 9 contains 28567 members 
Mstep: Class 11 contains 18394 members 
Mstep: Class 12 contains 145215 members 
Mstep: Class 13 contains 2270 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 32130 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 26404 members 
Mstep: Class 18 contains 14482 members 
Mstep: Class 19 contains 1751 members 
Mstep: Class 21 contains 34004 members 
Mstep: Class 22 contains 23589 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 14801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2120.062012 but Gain 2124.988281
Score: -59499748.000000 Penalty: 44624.726562
Iteration 5F: 22 clusters Score -5.949975e+07 nChanged 65239
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 19249 members 
Mstep: Class 3 contains 51381 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 7296 members 
Mstep: Class 6 contains 433 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 8011 members 
Mstep: Class 9 contains 26855 members 
Mstep: Class 11 contains 18605 members 
Mstep: Class 12 contains 154828 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 15 contains 28349 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 2292 members 
Mstep: Class 21 contains 35289 members 
Mstep: Class 22 contains 24903 members 
Mstep: Class 23 contains 26253 members 
Mstep: Class 24 contains 14403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59536856.000000 Penalty: 44624.726562
Iteration 6F: 22 clusters Score -5.953686e+07 nChanged 52629
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16623 members 
Mstep: Class 3 contains 58601 members 
Mstep: Class 4 contains 2449 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 395 members 
Mstep: Class 7 contains 1073 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 26126 members 
Mstep: Class 11 contains 18092 members 
Mstep: Class 12 contains 154651 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 23854 members 
Mstep: Class 16 contains 8516 members 
Mstep: Class 17 contains 36252 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 2775 members 
Mstep: Class 21 contains 35805 members 
Mstep: Class 22 contains 25697 members 
Mstep: Class 23 contains 23790 members 
Mstep: Class 24 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59568456.000000 Penalty: 44624.726562
Iteration 7F: 22 clusters Score -5.956846e+07 nChanged 43932
Entering Unmasked Mstep 
Mstep: Class 0 contains 190 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14845 members 
Mstep: Class 3 contains 67739 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 25652 members 
Mstep: Class 11 contains 17462 members 
Mstep: Class 12 contains 149729 members 
Mstep: Class 14 contains 2453 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 16 contains 8481 members 
Mstep: Class 17 contains 42052 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 3241 members 
Mstep: Class 21 contains 35689 members 
Mstep: Class 22 contains 26231 members 
Mstep: Class 23 contains 22653 members 
Mstep: Class 24 contains 13229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59597716.000000 Penalty: 44624.726562
Iteration 8F: 22 clusters Score -5.959772e+07 nChanged 37606
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 13472 members 
Mstep: Class 3 contains 77293 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 7996 members 
Mstep: Class 9 contains 25056 members 
Mstep: Class 11 contains 16899 members 
Mstep: Class 12 contains 143254 members 
Mstep: Class 14 contains 2297 members 
Mstep: Class 15 contains 15005 members 
Mstep: Class 16 contains 8460 members 
Mstep: Class 17 contains 47867 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 3649 members 
Mstep: Class 21 contains 35409 members 
Mstep: Class 22 contains 26600 members 
Mstep: Class 23 contains 22126 members 
Mstep: Class 24 contains 12506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59622520.000000 Penalty: 44624.726562
Iteration 9F: 22 clusters Score -5.962252e+07 nChanged 32246
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12319 members 
Mstep: Class 3 contains 86841 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 7141 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 7803 members 
Mstep: Class 9 contains 24124 members 
Mstep: Class 11 contains 16519 members 
Mstep: Class 12 contains 136322 members 
Mstep: Class 14 contains 2177 members 
Mstep: Class 15 contains 11125 members 
Mstep: Class 16 contains 8426 members 
Mstep: Class 17 contains 53482 members 
Mstep: Class 18 contains 4555 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 21 contains 35260 members 
Mstep: Class 22 contains 26720 members 
Mstep: Class 23 contains 21583 members 
Mstep: Class 24 contains 11822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59643564.000000 Penalty: 44624.726562
Iteration 10F: 22 clusters Score -5.964356e+07 nChanged 28133
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 95861 members 
Mstep: Class 4 contains 3367 members 
Mstep: Class 5 contains 6997 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 7528 members 
Mstep: Class 9 contains 22908 members 
Mstep: Class 11 contains 16234 members 
Mstep: Class 12 contains 129744 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 7890 members 
Mstep: Class 16 contains 8349 members 
Mstep: Class 17 contains 58655 members 
Mstep: Class 18 contains 4069 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 21 contains 35154 members 
Mstep: Class 22 contains 26812 members 
Mstep: Class 23 contains 20925 members 
Mstep: Class 24 contains 11190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59660084.000000 Penalty: 44624.726562
Iteration 11F: 22 clusters Score -5.966008e+07 nChanged 23918
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10288 members 
Mstep: Class 3 contains 103813 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 6865 members 
Mstep: Class 6 contains 352 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 21584 members 
Mstep: Class 11 contains 16085 members 
Mstep: Class 12 contains 123957 members 
Mstep: Class 14 contains 2078 members 
Mstep: Class 15 contains 5542 members 
Mstep: Class 16 contains 8212 members 
Mstep: Class 17 contains 63075 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 4724 members 
Mstep: Class 21 contains 35173 members 
Mstep: Class 22 contains 26837 members 
Mstep: Class 23 contains 20170 members 
Mstep: Class 24 contains 10601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59671056.000000 Penalty: 44624.726562
Iteration 12F: 22 clusters Score -5.967106e+07 nChanged 20880
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9498 members 
Mstep: Class 3 contains 110938 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 352 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 6787 members 
Mstep: Class 9 contains 20058 members 
Mstep: Class 11 contains 16062 members 
Mstep: Class 12 contains 118550 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4060 members 
Mstep: Class 16 contains 8081 members 
Mstep: Class 17 contains 66773 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 21 contains 35267 members 
Mstep: Class 22 contains 26849 members 
Mstep: Class 23 contains 19440 members 
Mstep: Class 24 contains 10132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59681228.000000 Penalty: 44624.726562
Iteration 13Q: 22 clusters Score -5.968123e+07 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 117499 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 6510 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 6421 members 
Mstep: Class 9 contains 18505 members 
Mstep: Class 11 contains 16116 members 
Mstep: Class 12 contains 113552 members 
Mstep: Class 14 contains 2289 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 69762 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 5346 members 
Mstep: Class 21 contains 35241 members 
Mstep: Class 22 contains 26841 members 
Mstep: Class 23 contains 18667 members 
Mstep: Class 24 contains 9818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59688680.000000 Penalty: 44624.726562
Iteration 14Q: 22 clusters Score -5.968868e+07 nChanged 16256
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 122718 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 6372 members 
Mstep: Class 6 contains 341 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 6005 members 
Mstep: Class 9 contains 17215 members 
Mstep: Class 11 contains 16195 members 
Mstep: Class 12 contains 109278 members 
Mstep: Class 14 contains 2520 members 
Mstep: Class 15 contains 2523 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 17 contains 72158 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 21 contains 35214 members 
Mstep: Class 22 contains 26864 members 
Mstep: Class 23 contains 17955 members 
Mstep: Class 24 contains 9615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59692848.000000 Penalty: 44624.726562
Iteration 15Q: 22 clusters Score -5.969285e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 126269 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 6255 members 
Mstep: Class 6 contains 337 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 16198 members 
Mstep: Class 11 contains 16314 members 
Mstep: Class 12 contains 106134 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 74116 members 
Mstep: Class 18 contains 2943 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 21 contains 35171 members 
Mstep: Class 22 contains 26895 members 
Mstep: Class 23 contains 17344 members 
Mstep: Class 24 contains 9470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59697676.000000 Penalty: 44624.726562
Iteration 16Q: 22 clusters Score -5.969768e+07 nChanged 12431
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8337 members 
Mstep: Class 3 contains 128436 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 6186 members 
Mstep: Class 6 contains 335 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 15658 members 
Mstep: Class 11 contains 16445 members 
Mstep: Class 12 contains 103866 members 
Mstep: Class 14 contains 3140 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 7377 members 
Mstep: Class 17 contains 75762 members 
Mstep: Class 18 contains 2834 members 
Mstep: Class 19 contains 6308 members 
Mstep: Class 21 contains 35023 members 
Mstep: Class 22 contains 26930 members 
Mstep: Class 23 contains 16748 members 
Mstep: Class 24 contains 9303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59701956.000000 Penalty: 44624.726562
Iteration 17Q: 22 clusters Score -5.970196e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 129748 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 6189 members 
Mstep: Class 6 contains 334 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 4953 members 
Mstep: Class 9 contains 15544 members 
Mstep: Class 11 contains 16526 members 
Mstep: Class 12 contains 102038 members 
Mstep: Class 14 contains 3570 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 7200 members 
Mstep: Class 17 contains 77159 members 
Mstep: Class 18 contains 2727 members 
Mstep: Class 19 contains 6627 members 
Mstep: Class 21 contains 34867 members 
Mstep: Class 22 contains 26942 members 
Mstep: Class 23 contains 16167 members 
Mstep: Class 24 contains 9147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2123.192627 but Gain 2124.984375
Score: -59704980.000000 Penalty: 42499.742188
Iteration 18Q: 21 clusters Score -5.970498e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 130457 members 
Mstep: Class 4 contains 3967 members 
Mstep: Class 5 contains 6312 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 4694 members 
Mstep: Class 9 contains 15865 members 
Mstep: Class 11 contains 16585 members 
Mstep: Class 12 contains 100830 members 
Mstep: Class 14 contains 4016 members 
Mstep: Class 16 contains 7091 members 
Mstep: Class 17 contains 78991 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 6955 members 
Mstep: Class 21 contains 34966 members 
Mstep: Class 22 contains 27087 members 
Mstep: Class 23 contains 15614 members 
Mstep: Class 24 contains 8995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59709956.000000 Penalty: 42499.742188
Iteration 19Q: 21 clusters Score -5.970996e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8380 members 
Mstep: Class 3 contains 130713 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 4504 members 
Mstep: Class 9 contains 16424 members 
Mstep: Class 11 contains 16655 members 
Mstep: Class 12 contains 99443 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 16 contains 6910 members 
Mstep: Class 17 contains 80041 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 21 contains 34738 members 
Mstep: Class 22 contains 27010 members 
Mstep: Class 23 contains 15005 members 
Mstep: Class 24 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59712816.000000 Penalty: 42499.742188
Iteration 20F: 21 clusters Score -5.971282e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8440 members 
Mstep: Class 3 contains 130676 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 17238 members 
Mstep: Class 11 contains 16684 members 
Mstep: Class 12 contains 97985 members 
Mstep: Class 14 contains 5227 members 
Mstep: Class 16 contains 6772 members 
Mstep: Class 17 contains 80964 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 21 contains 34516 members 
Mstep: Class 22 contains 26936 members 
Mstep: Class 23 contains 14438 members 
Mstep: Class 24 contains 8731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59715168.000000 Penalty: 42499.742188
Iteration 21Q: 21 clusters Score -5.971517e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 130376 members 
Mstep: Class 4 contains 4077 members 
Mstep: Class 5 contains 6535 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 1033 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 18270 members 
Mstep: Class 11 contains 16709 members 
Mstep: Class 12 contains 96483 members 
Mstep: Class 14 contains 6032 members 
Mstep: Class 16 contains 6678 members 
Mstep: Class 17 contains 81813 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 21 contains 34257 members 
Mstep: Class 22 contains 26852 members 
Mstep: Class 23 contains 13870 members 
Mstep: Class 24 contains 8541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59717872.000000 Penalty: 42499.742188
Iteration 22Q: 21 clusters Score -5.971787e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 130137 members 
Mstep: Class 4 contains 4113 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 1030 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 19488 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 94921 members 
Mstep: Class 14 contains 6752 members 
Mstep: Class 16 contains 6592 members 
Mstep: Class 17 contains 82519 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 7913 members 
Mstep: Class 21 contains 33996 members 
Mstep: Class 22 contains 26744 members 
Mstep: Class 23 contains 13344 members 
Mstep: Class 24 contains 8363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59720560.000000 Penalty: 42499.742188
Iteration 23Q: 21 clusters Score -5.972056e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8687 members 
Mstep: Class 3 contains 129840 members 
Mstep: Class 4 contains 4119 members 
Mstep: Class 5 contains 6732 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 20821 members 
Mstep: Class 11 contains 16740 members 
Mstep: Class 12 contains 93350 members 
Mstep: Class 14 contains 7444 members 
Mstep: Class 16 contains 6535 members 
Mstep: Class 17 contains 83164 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 21 contains 33664 members 
Mstep: Class 22 contains 26662 members 
Mstep: Class 23 contains 12847 members 
Mstep: Class 24 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59723888.000000 Penalty: 42499.742188
Iteration 24Q: 21 clusters Score -5.972389e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8720 members 
Mstep: Class 3 contains 129502 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 4332 members 
Mstep: Class 9 contains 22213 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 12 contains 91790 members 
Mstep: Class 14 contains 8129 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 83669 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 21 contains 33332 members 
Mstep: Class 22 contains 26578 members 
Mstep: Class 23 contains 12479 members 
Mstep: Class 24 contains 7981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59727308.000000 Penalty: 42499.742188
Iteration 25Q: 21 clusters Score -5.972731e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8789 members 
Mstep: Class 3 contains 129065 members 
Mstep: Class 4 contains 4024 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 23595 members 
Mstep: Class 11 contains 16735 members 
Mstep: Class 12 contains 90299 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 16 contains 6472 members 
Mstep: Class 17 contains 84055 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 8504 members 
Mstep: Class 21 contains 33005 members 
Mstep: Class 22 contains 26453 members 
Mstep: Class 23 contains 12217 members 
Mstep: Class 24 contains 7752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59729288.000000 Penalty: 42499.742188
Iteration 26Q: 21 clusters Score -5.972929e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 128548 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 24885 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 88981 members 
Mstep: Class 14 contains 9489 members 
Mstep: Class 16 contains 6452 members 
Mstep: Class 17 contains 84342 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 8654 members 
Mstep: Class 21 contains 32738 members 
Mstep: Class 22 contains 26289 members 
Mstep: Class 23 contains 12032 members 
Mstep: Class 24 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59731740.000000 Penalty: 42499.742188
Iteration 27Q: 21 clusters Score -5.973174e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8888 members 
Mstep: Class 3 contains 128044 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 7026 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 5010 members 
Mstep: Class 9 contains 26040 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 87798 members 
Mstep: Class 14 contains 10101 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 84514 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 8784 members 
Mstep: Class 21 contains 32493 members 
Mstep: Class 22 contains 26139 members 
Mstep: Class 23 contains 11958 members 
Mstep: Class 24 contains 7408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59733524.000000 Penalty: 42499.742188
Iteration 28Q: 21 clusters Score -5.973352e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8937 members 
Mstep: Class 3 contains 127555 members 
Mstep: Class 4 contains 3857 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5220 members 
Mstep: Class 9 contains 27033 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 86781 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 84654 members 
Mstep: Class 18 contains 2163 members 
Mstep: Class 19 contains 8899 members 
Mstep: Class 21 contains 32269 members 
Mstep: Class 22 contains 25989 members 
Mstep: Class 23 contains 11962 members 
Mstep: Class 24 contains 7266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59734336.000000 Penalty: 42499.742188
Iteration 29Q: 21 clusters Score -5.973434e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8947 members 
Mstep: Class 3 contains 127091 members 
Mstep: Class 4 contains 3806 members 
Mstep: Class 5 contains 7145 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 27854 members 
Mstep: Class 11 contains 16719 members 
Mstep: Class 12 contains 85995 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 84769 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 8985 members 
Mstep: Class 21 contains 32090 members 
Mstep: Class 22 contains 25845 members 
Mstep: Class 23 contains 11959 members 
Mstep: Class 24 contains 7135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59735092.000000 Penalty: 42499.742188
Iteration 30Q: 21 clusters Score -5.973509e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8964 members 
Mstep: Class 3 contains 126687 members 
Mstep: Class 4 contains 3750 members 
Mstep: Class 5 contains 7194 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 28514 members 
Mstep: Class 11 contains 16741 members 
Mstep: Class 12 contains 85320 members 
Mstep: Class 14 contains 11573 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 84848 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 9066 members 
Mstep: Class 21 contains 31932 members 
Mstep: Class 22 contains 25685 members 
Mstep: Class 23 contains 12005 members 
Mstep: Class 24 contains 7077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59735708.000000 Penalty: 42499.742188
Iteration 31Q: 21 clusters Score -5.973571e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 8969 members 
Mstep: Class 3 contains 126364 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 7229 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 5660 members 
Mstep: Class 9 contains 29075 members 
Mstep: Class 11 contains 16751 members 
Mstep: Class 12 contains 84722 members 
Mstep: Class 14 contains 11918 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 84884 members 
Mstep: Class 18 contains 2149 members 
Mstep: Class 19 contains 9122 members 
Mstep: Class 21 contains 31838 members 
Mstep: Class 22 contains 25571 members 
Mstep: Class 23 contains 12085 members 
Mstep: Class 24 contains 7030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59736248.000000 Penalty: 42499.742188
Iteration 32Q: 21 clusters Score -5.973625e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8952 members 
Mstep: Class 3 contains 126113 members 
Mstep: Class 4 contains 3660 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 29575 members 
Mstep: Class 11 contains 16750 members 
Mstep: Class 12 contains 84175 members 
Mstep: Class 14 contains 12207 members 
Mstep: Class 16 contains 6377 members 
Mstep: Class 17 contains 84891 members 
Mstep: Class 18 contains 2144 members 
Mstep: Class 19 contains 9176 members 
Mstep: Class 21 contains 31774 members 
Mstep: Class 22 contains 25456 members 
Mstep: Class 23 contains 12194 members 
Mstep: Class 24 contains 7003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59736292.000000 Penalty: 42499.742188
Iteration 33Q: 21 clusters Score -5.973629e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8937 members 
Mstep: Class 3 contains 125914 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 7300 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 5807 members 
Mstep: Class 9 contains 30017 members 
Mstep: Class 11 contains 16761 members 
Mstep: Class 12 contains 83642 members 
Mstep: Class 14 contains 12433 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 84892 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 9223 members 
Mstep: Class 21 contains 31719 members 
Mstep: Class 22 contains 25369 members 
Mstep: Class 23 contains 12326 members 
Mstep: Class 24 contains 6989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59736696.000000 Penalty: 42499.742188
Iteration 34Q: 21 clusters Score -5.97367e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8928 members 
Mstep: Class 3 contains 125728 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 7340 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 30414 members 
Mstep: Class 11 contains 16773 members 
Mstep: Class 12 contains 83110 members 
Mstep: Class 14 contains 12635 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 84880 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 9271 members 
Mstep: Class 21 contains 31683 members 
Mstep: Class 22 contains 25280 members 
Mstep: Class 23 contains 12506 members 
Mstep: Class 24 contains 7001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59737176.000000 Penalty: 42499.742188
Iteration 35Q: 21 clusters Score -5.973718e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8917 members 
Mstep: Class 3 contains 125586 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 6 contains 320 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 30789 members 
Mstep: Class 11 contains 16769 members 
Mstep: Class 12 contains 82559 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 84849 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 25207 members 
Mstep: Class 23 contains 12758 members 
Mstep: Class 24 contains 7020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59737488.000000 Penalty: 42499.742188
Iteration 36Q: 21 clusters Score -5.973749e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8907 members 
Mstep: Class 3 contains 125448 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 7410 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5925 members 
Mstep: Class 9 contains 31131 members 
Mstep: Class 11 contains 16778 members 
Mstep: Class 12 contains 82003 members 
Mstep: Class 14 contains 12933 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 84808 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 9337 members 
Mstep: Class 21 contains 31613 members 
Mstep: Class 22 contains 25117 members 
Mstep: Class 23 contains 13054 members 
Mstep: Class 24 contains 7030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59737676.000000 Penalty: 42499.742188
Iteration 37Q: 21 clusters Score -5.973768e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8883 members 
Mstep: Class 3 contains 125328 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 31448 members 
Mstep: Class 11 contains 16781 members 
Mstep: Class 12 contains 81458 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 16 contains 6361 members 
Mstep: Class 17 contains 84747 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 21 contains 31603 members 
Mstep: Class 22 contains 25037 members 
Mstep: Class 23 contains 13358 members 
Mstep: Class 24 contains 7055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59737908.000000 Penalty: 42499.742188
Iteration 38Q: 21 clusters Score -5.973791e+07 nChanged 1533
Entering ConstructFrom: 
Score: -59737908.000000 Penalty: 42499.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Entering Unmasked Estep 
Score: -318602.812500 Penalty: 1289.416626
	Iteration 0F: 2 clusters Score -318602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -316189.312500 Penalty: 2578.833252
	Iteration 0F: 3 clusters Score -316189.3 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -317133.187500 Penalty: 2578.833252
	Iteration 1F: 3 clusters Score -317133.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -317629.062500 Penalty: 2578.833252
	Iteration 2F: 3 clusters Score -317629.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -318299.656250 Penalty: 2578.833252
	Iteration 3F: 3 clusters Score -318299.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -319069.812500 Penalty: 2578.833252
	Iteration 4F: 3 clusters Score -319069.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -319650.656250 Penalty: 2578.833252
	Iteration 5F: 3 clusters Score -319650.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -319828.406250 Penalty: 2578.833252
	Iteration 6Q: 3 clusters Score -319828.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -319882.375000 Penalty: 2578.833252
	Iteration 7Q: 3 clusters Score -319882.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -319904.812500 Penalty: 2578.833252
	Iteration 8Q: 3 clusters Score -319904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -319958.437500 Penalty: 2578.833252
	Iteration 9Q: 3 clusters Score -319958.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -320120.500000 Penalty: 2578.833252
	Iteration 10Q: 3 clusters Score -320120.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -320226.500000 Penalty: 2578.833252
	Iteration 11Q: 3 clusters Score -320226.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -320263.250000 Penalty: 2578.833252
	Iteration 12Q: 3 clusters Score -320263.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -320278.125000 Penalty: 2578.833252
	Iteration 13Q: 3 clusters Score -320278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -320282.031250 Penalty: 2578.833252
	Iteration 14Q: 3 clusters Score -320282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -320285.500000 Penalty: 2578.833252
	Iteration 15Q: 3 clusters Score -320285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -320288.125000 Penalty: 2578.833252
	Iteration 16Q: 3 clusters Score -320288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -320289.093750 Penalty: 2578.833252
	Iteration 17Q: 3 clusters Score -320289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -320289.437500 Penalty: 2578.833252
	Iteration 18Q: 3 clusters Score -320289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -320290.218750 Penalty: 2578.833252
	Iteration 19Q: 3 clusters Score -320290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -320291.062500 Penalty: 2578.833252
	Iteration 20F: 3 clusters Score -320291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -320291.968750 Penalty: 2578.833252
	Iteration 21Q: 3 clusters Score -320292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -320291.468750 Penalty: 2578.833252
	Iteration 22Q: 3 clusters Score -320291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -320291.468750 Penalty: 2578.833252
	Iteration 23F: 3 clusters Score -320291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 125255 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 80995 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Entering Unmasked Estep 
Score: -59738908.000000 Penalty: 44624.726562
Splitting cluster 1 changes total score from -59737908.000000 to -59738908.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (8874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Entering Unmasked Estep 
Score: -1098611.500000 Penalty: 1477.268188
	Iteration 0F: 2 clusters Score -1098612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1092109.375000 Penalty: 2954.536377
	Iteration 0F: 3 clusters Score -1092109 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1094225.375000 Penalty: 2954.536377
	Iteration 1F: 3 clusters Score -1094225 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1094465.000000 Penalty: 2954.536377
	Iteration 2F: 3 clusters Score -1094465 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1094681.875000 Penalty: 2954.536377
	Iteration 3F: 3 clusters Score -1094682 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1094884.500000 Penalty: 2954.536377
	Iteration 4Q: 3 clusters Score -1094884 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1095072.875000 Penalty: 2954.536377
	Iteration 5Q: 3 clusters Score -1095073 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1095258.750000 Penalty: 2954.536377
	Iteration 6Q: 3 clusters Score -1095259 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1095444.625000 Penalty: 2954.536377
	Iteration 7Q: 3 clusters Score -1095445 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1095616.625000 Penalty: 2954.536377
	Iteration 8Q: 3 clusters Score -1095617 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1095790.750000 Penalty: 2954.536377
	Iteration 9Q: 3 clusters Score -1095791 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1095990.875000 Penalty: 2954.536377
	Iteration 10Q: 3 clusters Score -1095991 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1096182.000000 Penalty: 2954.536377
	Iteration 11Q: 3 clusters Score -1096182 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1096326.125000 Penalty: 2954.536377
	Iteration 12Q: 3 clusters Score -1096326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1096419.625000 Penalty: 2954.536377
	Iteration 13Q: 3 clusters Score -1096420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1096496.125000 Penalty: 2954.536377
	Iteration 14Q: 3 clusters Score -1096496 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1096553.875000 Penalty: 2954.536377
	Iteration 15Q: 3 clusters Score -1096554 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1096588.500000 Penalty: 2954.536377
	Iteration 16Q: 3 clusters Score -1096588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1096613.500000 Penalty: 2954.536377
	Iteration 17Q: 3 clusters Score -1096614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1096628.375000 Penalty: 2954.536377
	Iteration 18Q: 3 clusters Score -1096628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1096644.000000 Penalty: 2954.536377
	Iteration 19Q: 3 clusters Score -1096644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1096658.750000 Penalty: 2954.536377
	Iteration 20F: 3 clusters Score -1096659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1096668.750000 Penalty: 2954.536377
	Iteration 21Q: 3 clusters Score -1096669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1096686.875000 Penalty: 2954.536377
	Iteration 22Q: 3 clusters Score -1096687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1096701.875000 Penalty: 2954.536377
	Iteration 23Q: 3 clusters Score -1096702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1096717.250000 Penalty: 2954.536377
	Iteration 24Q: 3 clusters Score -1096717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1096732.375000 Penalty: 2954.536377
	Iteration 25Q: 3 clusters Score -1096732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1096747.750000 Penalty: 2954.536377
	Iteration 26Q: 3 clusters Score -1096748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1096757.500000 Penalty: 2954.536377
	Iteration 27Q: 3 clusters Score -1096758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1096768.250000 Penalty: 2954.536377
	Iteration 28Q: 3 clusters Score -1096768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1096775.125000 Penalty: 2954.536377
	Iteration 29Q: 3 clusters Score -1096775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1096793.000000 Penalty: 2954.536377
	Iteration 30Q: 3 clusters Score -1096793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1096799.750000 Penalty: 2954.536377
	Iteration 31Q: 3 clusters Score -1096800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1096811.750000 Penalty: 2954.536377
	Iteration 32Q: 3 clusters Score -1096812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1096822.000000 Penalty: 2954.536377
	Iteration 33Q: 3 clusters Score -1096822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1096824.625000 Penalty: 2954.536377
	Iteration 34Q: 3 clusters Score -1096825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1096829.625000 Penalty: 2954.536377
	Iteration 35Q: 3 clusters Score -1096830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1096835.250000 Penalty: 2954.536377
	Iteration 36Q: 3 clusters Score -1096835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1096839.500000 Penalty: 2954.536377
	Iteration 37Q: 3 clusters Score -1096840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1096844.375000 Penalty: 2954.536377
	Iteration 38Q: 3 clusters Score -1096844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1096852.750000 Penalty: 2954.536377
	Iteration 39Q: 3 clusters Score -1096853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1096860.625000 Penalty: 2954.536377
	Iteration 40F: 3 clusters Score -1096861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1096864.875000 Penalty: 2954.536377
	Iteration 41Q: 3 clusters Score -1096865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1096876.375000 Penalty: 2954.536377
	Iteration 42Q: 3 clusters Score -1096876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1096888.000000 Penalty: 2954.536377
	Iteration 43Q: 3 clusters Score -1096888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1096900.375000 Penalty: 2954.536377
	Iteration 44Q: 3 clusters Score -1096900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1096908.375000 Penalty: 2954.536377
	Iteration 45Q: 3 clusters Score -1096908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1096912.625000 Penalty: 2954.536377
	Iteration 46Q: 3 clusters Score -1096913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1096923.250000 Penalty: 2954.536377
	Iteration 47Q: 3 clusters Score -1096923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1096922.875000 Penalty: 2954.536377
	Iteration 48Q: 3 clusters Score -1096923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1096937.125000 Penalty: 2954.536377
	Iteration 49Q: 3 clusters Score -1096937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1096943.750000 Penalty: 2954.536377
	Iteration 50Q: 3 clusters Score -1096944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1096956.375000 Penalty: 2954.536377
	Iteration 51Q: 3 clusters Score -1096956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1096970.125000 Penalty: 2954.536377
	Iteration 52Q: 3 clusters Score -1096970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1096982.750000 Penalty: 2954.536377
	Iteration 53Q: 3 clusters Score -1096983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1096993.500000 Penalty: 2954.536377
	Iteration 54Q: 3 clusters Score -1096994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1097008.625000 Penalty: 2954.536377
	Iteration 55Q: 3 clusters Score -1097009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1097018.875000 Penalty: 2954.536377
	Iteration 56Q: 3 clusters Score -1097019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1097025.125000 Penalty: 2954.536377
	Iteration 57Q: 3 clusters Score -1097025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1097036.000000 Penalty: 2954.536377
	Iteration 58Q: 3 clusters Score -1097036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1097050.000000 Penalty: 2954.536377
	Iteration 59Q: 3 clusters Score -1097050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1097060.750000 Penalty: 2954.536377
	Iteration 60F: 3 clusters Score -1097061 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1097069.000000 Penalty: 2954.536377
	Iteration 61Q: 3 clusters Score -1097069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1097080.375000 Penalty: 2954.536377
	Iteration 62Q: 3 clusters Score -1097080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1097091.500000 Penalty: 2954.536377
	Iteration 63Q: 3 clusters Score -1097092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1097105.750000 Penalty: 2954.536377
	Iteration 64Q: 3 clusters Score -1097106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1097117.000000 Penalty: 2954.536377
	Iteration 65Q: 3 clusters Score -1097117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1097123.250000 Penalty: 2954.536377
	Iteration 66Q: 3 clusters Score -1097123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1097126.125000 Penalty: 2954.536377
	Iteration 67Q: 3 clusters Score -1097126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1097130.000000 Penalty: 2954.536377
	Iteration 68Q: 3 clusters Score -1097130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1097133.375000 Penalty: 2954.536377
	Iteration 69Q: 3 clusters Score -1097133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1097135.875000 Penalty: 2954.536377
	Iteration 70Q: 3 clusters Score -1097136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1097143.000000 Penalty: 2954.536377
	Iteration 71Q: 3 clusters Score -1097143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1097148.625000 Penalty: 2954.536377
	Iteration 72Q: 3 clusters Score -1097149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1097154.375000 Penalty: 2954.536377
	Iteration 73Q: 3 clusters Score -1097154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1097159.125000 Penalty: 2954.536377
	Iteration 74Q: 3 clusters Score -1097159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1097169.875000 Penalty: 2954.536377
	Iteration 75Q: 3 clusters Score -1097170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1097180.250000 Penalty: 2954.536377
	Iteration 76Q: 3 clusters Score -1097180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1097188.125000 Penalty: 2954.536377
	Iteration 77Q: 3 clusters Score -1097188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1097200.500000 Penalty: 2954.536377
	Iteration 78Q: 3 clusters Score -1097200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1097211.250000 Penalty: 2954.536377
	Iteration 79Q: 3 clusters Score -1097211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1097225.375000 Penalty: 2954.536377
	Iteration 80F: 3 clusters Score -1097225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1097236.125000 Penalty: 2954.536377
	Iteration 81Q: 3 clusters Score -1097236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1097245.125000 Penalty: 2954.536377
	Iteration 82Q: 3 clusters Score -1097245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1097250.500000 Penalty: 2954.536377
	Iteration 83Q: 3 clusters Score -1097250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1097257.500000 Penalty: 2954.536377
	Iteration 84Q: 3 clusters Score -1097258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1097266.250000 Penalty: 2954.536377
	Iteration 85Q: 3 clusters Score -1097266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1097272.125000 Penalty: 2954.536377
	Iteration 86Q: 3 clusters Score -1097272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1097275.625000 Penalty: 2954.536377
	Iteration 87Q: 3 clusters Score -1097276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1097281.750000 Penalty: 2954.536377
	Iteration 88Q: 3 clusters Score -1097282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1097284.625000 Penalty: 2954.536377
	Iteration 89Q: 3 clusters Score -1097285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1097288.625000 Penalty: 2954.536377
	Iteration 90Q: 3 clusters Score -1097289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1097290.500000 Penalty: 2954.536377
	Iteration 91Q: 3 clusters Score -1097290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1097296.250000 Penalty: 2954.536377
	Iteration 92Q: 3 clusters Score -1097296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1097300.500000 Penalty: 2954.536377
	Iteration 93Q: 3 clusters Score -1097300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1097302.875000 Penalty: 2954.536377
	Iteration 94Q: 3 clusters Score -1097303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1097307.250000 Penalty: 2954.536377
	Iteration 95Q: 3 clusters Score -1097307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1097315.375000 Penalty: 2954.536377
	Iteration 96Q: 3 clusters Score -1097315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1097319.875000 Penalty: 2954.536377
	Iteration 97Q: 3 clusters Score -1097320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1097322.625000 Penalty: 2954.536377
	Iteration 98Q: 3 clusters Score -1097323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1097327.875000 Penalty: 2954.536377
	Iteration 99Q: 3 clusters Score -1097328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1097333.375000 Penalty: 2954.536377
	Iteration 100F: 3 clusters Score -1097333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1097344.500000 Penalty: 2954.536377
	Iteration 101Q: 3 clusters Score -1097344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1097353.125000 Penalty: 2954.536377
	Iteration 102Q: 3 clusters Score -1097353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1097359.375000 Penalty: 2954.536377
	Iteration 103Q: 3 clusters Score -1097359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1097369.125000 Penalty: 2954.536377
	Iteration 104Q: 3 clusters Score -1097369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1097373.000000 Penalty: 2954.536377
	Iteration 105Q: 3 clusters Score -1097373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1097377.750000 Penalty: 2954.536377
	Iteration 106Q: 3 clusters Score -1097378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1097384.625000 Penalty: 2954.536377
	Iteration 107Q: 3 clusters Score -1097385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1097389.375000 Penalty: 2954.536377
	Iteration 108Q: 3 clusters Score -1097389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1097395.000000 Penalty: 2954.536377
	Iteration 109Q: 3 clusters Score -1097395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1097397.500000 Penalty: 2954.536377
	Iteration 110Q: 3 clusters Score -1097398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1097398.875000 Penalty: 2954.536377
	Iteration 111Q: 3 clusters Score -1097399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1097401.375000 Penalty: 2954.536377
	Iteration 112Q: 3 clusters Score -1097401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1097403.500000 Penalty: 2954.536377
	Iteration 113Q: 3 clusters Score -1097404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1097404.125000 Penalty: 2954.536377
	Iteration 114Q: 3 clusters Score -1097404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1097405.375000 Penalty: 2954.536377
	Iteration 115Q: 3 clusters Score -1097405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1097405.625000 Penalty: 2954.536377
	Iteration 116Q: 3 clusters Score -1097406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1097407.000000 Penalty: 2954.536377
	Iteration 117Q: 3 clusters Score -1097407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1097408.000000 Penalty: 2954.536377
	Iteration 118Q: 3 clusters Score -1097408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1097410.875000 Penalty: 2954.536377
	Iteration 119Q: 3 clusters Score -1097411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1097412.875000 Penalty: 2954.536377
	Iteration 120F: 3 clusters Score -1097413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1097412.750000 Penalty: 2954.536377
	Iteration 121Q: 3 clusters Score -1097413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1097411.500000 Penalty: 2954.536377
	Iteration 122Q: 3 clusters Score -1097412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1097412.500000 Penalty: 2954.536377
	Iteration 123Q: 3 clusters Score -1097412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1097414.625000 Penalty: 2954.536377
	Iteration 124Q: 3 clusters Score -1097415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1097414.625000 Penalty: 2954.536377
	Iteration 125Q: 3 clusters Score -1097415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1097415.000000 Penalty: 2954.536377
	Iteration 126Q: 3 clusters Score -1097415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1097415.000000 Penalty: 2954.536377
	Iteration 127F: 3 clusters Score -1097415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (125255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125255 members 
Entering Unmasked Estep 
Score: -16153832.000000 Penalty: 1907.442383
	Iteration 0F: 2 clusters Score -1.615383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62758 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -16081123.000000 Penalty: 3814.884766
	Iteration 0F: 3 clusters Score -1.608112e+07 nChanged 60180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -16117276.000000 Penalty: 3814.884766
	Iteration 1F: 3 clusters Score -1.611728e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -16119412.000000 Penalty: 3814.884766
	Iteration 2Q: 3 clusters Score -1.611941e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -16122528.000000 Penalty: 3814.884766
	Iteration 3F: 3 clusters Score -1.612253e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76855 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -16126937.000000 Penalty: 3814.884766
	Iteration 4F: 3 clusters Score -1.612694e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -16131300.000000 Penalty: 3814.884766
	Iteration 5F: 3 clusters Score -1.61313e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -16135468.000000 Penalty: 3814.884766
	Iteration 6F: 3 clusters Score -1.613547e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -16138722.000000 Penalty: 3814.884766
	Iteration 7F: 3 clusters Score -1.613872e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -16141356.000000 Penalty: 3814.884766
	Iteration 8Q: 3 clusters Score -1.614136e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100179 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -16143828.000000 Penalty: 3814.884766
	Iteration 9Q: 3 clusters Score -1.614383e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102922 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -16145930.000000 Penalty: 3814.884766
	Iteration 10Q: 3 clusters Score -1.614593e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -16148548.000000 Penalty: 3814.884766
	Iteration 11Q: 3 clusters Score -1.614855e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -16151751.000000 Penalty: 3814.884766
	Iteration 12Q: 3 clusters Score -1.615175e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108153 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -16154983.000000 Penalty: 3814.884766
	Iteration 13Q: 3 clusters Score -1.615498e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -16157298.000000 Penalty: 3814.884766
	Iteration 14Q: 3 clusters Score -1.61573e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -16158686.000000 Penalty: 3814.884766
	Iteration 15Q: 3 clusters Score -1.615869e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109757 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -16159589.000000 Penalty: 3814.884766
	Iteration 16Q: 3 clusters Score -1.615959e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -16160099.000000 Penalty: 3814.884766
	Iteration 17Q: 3 clusters Score -1.61601e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -16160383.000000 Penalty: 3814.884766
	Iteration 18Q: 3 clusters Score -1.616038e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -16160456.000000 Penalty: 3814.884766
	Iteration 19Q: 3 clusters Score -1.616046e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110573 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -16160524.000000 Penalty: 3814.884766
	Iteration 20F: 3 clusters Score -1.616052e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -16160563.000000 Penalty: 3814.884766
	Iteration 21Q: 3 clusters Score -1.616056e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110786 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -16160594.000000 Penalty: 3814.884766
	Iteration 22Q: 3 clusters Score -1.616059e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -16160628.000000 Penalty: 3814.884766
	Iteration 23Q: 3 clusters Score -1.616063e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -16160614.000000 Penalty: 3814.884766
	Iteration 24Q: 3 clusters Score -1.616061e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111056 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -16160630.000000 Penalty: 3814.884766
	Iteration 25Q: 3 clusters Score -1.616063e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111142 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -16160638.000000 Penalty: 3814.884766
	Iteration 26Q: 3 clusters Score -1.616064e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111219 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -16160629.000000 Penalty: 3814.884766
	Iteration 27Q: 3 clusters Score -1.616063e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -16160621.000000 Penalty: 3814.884766
	Iteration 28Q: 3 clusters Score -1.616062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -16160606.000000 Penalty: 3814.884766
	Iteration 29Q: 3 clusters Score -1.616061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111362 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -16160614.000000 Penalty: 3814.884766
	Iteration 30Q: 3 clusters Score -1.616061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -16160603.000000 Penalty: 3814.884766
	Iteration 31Q: 3 clusters Score -1.61606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -16160601.000000 Penalty: 3814.884766
	Iteration 32Q: 3 clusters Score -1.61606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -16160607.000000 Penalty: 3814.884766
	Iteration 33Q: 3 clusters Score -1.616061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111456 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -16160608.000000 Penalty: 3814.884766
	Iteration 34Q: 3 clusters Score -1.616061e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -16160597.000000 Penalty: 3814.884766
	Iteration 35Q: 3 clusters Score -1.61606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111488 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -16160611.000000 Penalty: 3814.884766
	Iteration 36Q: 3 clusters Score -1.616061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111502 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -16160607.000000 Penalty: 3814.884766
	Iteration 37Q: 3 clusters Score -1.616061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -16160596.000000 Penalty: 3814.884766
	Iteration 38Q: 3 clusters Score -1.61606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111534 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -16160591.000000 Penalty: 3814.884766
	Iteration 39Q: 3 clusters Score -1.616059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -16160587.000000 Penalty: 3814.884766
	Iteration 40F: 3 clusters Score -1.616059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -16160596.000000 Penalty: 3814.884766
	Iteration 41Q: 3 clusters Score -1.61606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111571 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -16160603.000000 Penalty: 3814.884766
	Iteration 42Q: 3 clusters Score -1.61606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111578 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -16160598.000000 Penalty: 3814.884766
	Iteration 43Q: 3 clusters Score -1.61606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111585 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -16160604.000000 Penalty: 3814.884766
	Iteration 44Q: 3 clusters Score -1.61606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -16160595.000000 Penalty: 3814.884766
	Iteration 45Q: 3 clusters Score -1.61606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111592 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -16160598.000000 Penalty: 3814.884766
	Iteration 46Q: 3 clusters Score -1.61606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111595 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -16160608.000000 Penalty: 3814.884766
	Iteration 47Q: 3 clusters Score -1.616061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111599 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -16160592.000000 Penalty: 3814.884766
	Iteration 48Q: 3 clusters Score -1.616059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111602 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -16160593.000000 Penalty: 3814.884766
	Iteration 49Q: 3 clusters Score -1.616059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -16160603.000000 Penalty: 3814.884766
	Iteration 50Q: 3 clusters Score -1.61606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -16160598.000000 Penalty: 3814.884766
	Iteration 51Q: 3 clusters Score -1.61606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111611 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -16160598.000000 Penalty: 3814.884766
	Iteration 52Q: 3 clusters Score -1.61606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111612 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -16160592.000000 Penalty: 3814.884766
	Iteration 53Q: 3 clusters Score -1.616059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111613 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -16160601.000000 Penalty: 3814.884766
	Iteration 54Q: 3 clusters Score -1.61606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -16160603.000000 Penalty: 3814.884766
	Iteration 55Q: 3 clusters Score -1.61606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111616 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -16160603.000000 Penalty: 3814.884766
	Iteration 56F: 3 clusters Score -1.61606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 3402 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 80995 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Entering Unmasked Estep 
Score: -59745144.000000 Penalty: 46749.714844
Splitting cluster 3 changes total score from -59737908.000000 to -59745144.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -423063.281250 Penalty: 1321.469360
	Iteration 0F: 2 clusters Score -423063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -420037.375000 Penalty: 2642.938721
	Iteration 0F: 3 clusters Score -420037.4 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -420837.812500 Penalty: 2642.938721
	Iteration 1F: 3 clusters Score -420837.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -421058.187500 Penalty: 2642.938721
	Iteration 2F: 3 clusters Score -421058.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -421256.468750 Penalty: 2642.938721
	Iteration 3F: 3 clusters Score -421256.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -421430.906250 Penalty: 2642.938721
	Iteration 4F: 3 clusters Score -421430.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -421635.437500 Penalty: 2642.938721
	Iteration 5F: 3 clusters Score -421635.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -421946.000000 Penalty: 2642.938721
	Iteration 6F: 3 clusters Score -421946 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -422393.187500 Penalty: 2642.938721
	Iteration 7F: 3 clusters Score -422393.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -422773.000000 Penalty: 2642.938721
	Iteration 8F: 3 clusters Score -422773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -423147.156250 Penalty: 2642.938721
	Iteration 9F: 3 clusters Score -423147.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -423615.562500 Penalty: 2642.938721
	Iteration 10F: 3 clusters Score -423615.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -423947.312500 Penalty: 2642.938721
	Iteration 11Q: 3 clusters Score -423947.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -424093.750000 Penalty: 2642.938721
	Iteration 12Q: 3 clusters Score -424093.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -424152.156250 Penalty: 2642.938721
	Iteration 13Q: 3 clusters Score -424152.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -424169.250000 Penalty: 2642.938721
	Iteration 14Q: 3 clusters Score -424169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -424176.281250 Penalty: 2642.938721
	Iteration 15Q: 3 clusters Score -424176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -424179.031250 Penalty: 2642.938721
	Iteration 16Q: 3 clusters Score -424179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -424179.156250 Penalty: 2642.938721
	Iteration 17Q: 3 clusters Score -424179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -424179.156250 Penalty: 2642.938721
	Iteration 18F: 3 clusters Score -424179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 80995 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Entering Unmasked Estep 
Score: -59745248.000000 Penalty: 48874.703125
Splitting cluster 4 changes total score from -59737908.000000 to -59745248.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (7471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Entering Unmasked Estep 
Score: -946180.625000 Penalty: 1449.302368
	Iteration 0F: 2 clusters Score -946180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -940649.375000 Penalty: 2898.604736
	Iteration 0F: 3 clusters Score -940649.4 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -942405.875000 Penalty: 2898.604736
	Iteration 1F: 3 clusters Score -942405.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -942652.875000 Penalty: 2898.604736
	Iteration 2F: 3 clusters Score -942652.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -942844.062500 Penalty: 2898.604736
	Iteration 3Q: 3 clusters Score -942844.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -943011.250000 Penalty: 2898.604736
	Iteration 4Q: 3 clusters Score -943011.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -943186.687500 Penalty: 2898.604736
	Iteration 5Q: 3 clusters Score -943186.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -943368.937500 Penalty: 2898.604736
	Iteration 6Q: 3 clusters Score -943368.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -943532.375000 Penalty: 2898.604736
	Iteration 7Q: 3 clusters Score -943532.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -943707.937500 Penalty: 2898.604736
	Iteration 8Q: 3 clusters Score -943707.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -943888.312500 Penalty: 2898.604736
	Iteration 9Q: 3 clusters Score -943888.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -944075.250000 Penalty: 2898.604736
	Iteration 10Q: 3 clusters Score -944075.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -944244.250000 Penalty: 2898.604736
	Iteration 11Q: 3 clusters Score -944244.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -944364.812500 Penalty: 2898.604736
	Iteration 12Q: 3 clusters Score -944364.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -944477.062500 Penalty: 2898.604736
	Iteration 13Q: 3 clusters Score -944477.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -944588.312500 Penalty: 2898.604736
	Iteration 14Q: 3 clusters Score -944588.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -944687.750000 Penalty: 2898.604736
	Iteration 15Q: 3 clusters Score -944687.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -944771.750000 Penalty: 2898.604736
	Iteration 16Q: 3 clusters Score -944771.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -944842.375000 Penalty: 2898.604736
	Iteration 17Q: 3 clusters Score -944842.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -944894.187500 Penalty: 2898.604736
	Iteration 18Q: 3 clusters Score -944894.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -944931.750000 Penalty: 2898.604736
	Iteration 19Q: 3 clusters Score -944931.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -944958.875000 Penalty: 2898.604736
	Iteration 20F: 3 clusters Score -944958.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -944982.250000 Penalty: 2898.604736
	Iteration 21Q: 3 clusters Score -944982.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -944998.812500 Penalty: 2898.604736
	Iteration 22Q: 3 clusters Score -944998.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -945017.062500 Penalty: 2898.604736
	Iteration 23Q: 3 clusters Score -945017.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -945030.937500 Penalty: 2898.604736
	Iteration 24Q: 3 clusters Score -945030.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -945048.750000 Penalty: 2898.604736
	Iteration 25Q: 3 clusters Score -945048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -945060.125000 Penalty: 2898.604736
	Iteration 26Q: 3 clusters Score -945060.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -945069.562500 Penalty: 2898.604736
	Iteration 27Q: 3 clusters Score -945069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -945071.125000 Penalty: 2898.604736
	Iteration 28Q: 3 clusters Score -945071.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -945070.625000 Penalty: 2898.604736
	Iteration 29Q: 3 clusters Score -945070.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -945070.625000 Penalty: 2898.604736
	Iteration 30F: 3 clusters Score -945070.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -37167.347656 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -37167.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36312.015625 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -36312.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36484.042969 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -36484.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36587.914062 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -36587.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -36632.683594 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -36632.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -36682.015625 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -36682.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -36727.308594 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -36727.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36754.593750 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -36754.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -36776.378906 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -36776.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -36783.460938 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -36783.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -36804.085938 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -36804.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -36815.496094 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -36815.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -36858.460938 Penalty: 1876.729248
	Iteration 11Q: 3 clusters Score -36858.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -36887.289062 Penalty: 1876.729248
	Iteration 12Q: 3 clusters Score -36887.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -36903.097656 Penalty: 1876.729248
	Iteration 13Q: 3 clusters Score -36903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -36946.101562 Penalty: 1876.729248
	Iteration 14Q: 3 clusters Score -36946.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -36998.765625 Penalty: 1876.729248
	Iteration 15Q: 3 clusters Score -36998.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37006.070312 Penalty: 1876.729248
	Iteration 16Q: 3 clusters Score -37006.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -37011.011719 Penalty: 1876.729248
	Iteration 17Q: 3 clusters Score -37011.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -37013.402344 Penalty: 1876.729248
	Iteration 18Q: 3 clusters Score -37013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37021.234375 Penalty: 1876.729248
	Iteration 19Q: 3 clusters Score -37021.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -37034.714844 Penalty: 1876.729248
	Iteration 20F: 3 clusters Score -37034.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37097.753906 Penalty: 1876.729248
	Iteration 21Q: 3 clusters Score -37097.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -37136.652344 Penalty: 1876.729248
	Iteration 22Q: 3 clusters Score -37136.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37154.437500 Penalty: 1876.729248
	Iteration 23Q: 3 clusters Score -37154.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -37167.472656 Penalty: 1876.729248
	Iteration 24Q: 3 clusters Score -37167.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37177.367188 Penalty: 1876.729248
	Iteration 25Q: 3 clusters Score -37177.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37179.406250 Penalty: 1876.729248
	Iteration 26Q: 3 clusters Score -37179.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37179.406250 Penalty: 1876.729248
	Iteration 27F: 3 clusters Score -37179.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 80995 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 101 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Entering Unmasked Estep 
Score: -59744064.000000 Penalty: 50999.687500
Splitting cluster 6 changes total score from -59737908.000000 to -59744064.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -79721.453125 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -79721.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -78704.921875 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -78704.92 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -80436.656250 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -80436.66 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -81256.867188 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -81256.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -81916.984375 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -81916.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -82312.875000 Penalty: 2253.995361
	Iteration 4Q: 3 clusters Score -82312.88 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -82587.531250 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -82587.53 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -82790.148438 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -82790.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83057.132812 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -83057.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -83280.640625 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -83280.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -83499.476562 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -83499.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -83732.710938 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -83732.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -83899.695312 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -83899.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -84051.078125 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -84051.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -84157.171875 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -84157.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -84219.609375 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -84219.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84234.304688 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -84234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84240.710938 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -84240.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84245.226562 Penalty: 2253.995361
	Iteration 17Q: 3 clusters Score -84245.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -84249.812500 Penalty: 2253.995361
	Iteration 18Q: 3 clusters Score -84249.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84251.585938 Penalty: 2253.995361
	Iteration 19Q: 3 clusters Score -84251.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -84439.593750 Penalty: 2253.995361
	Iteration 20F: 3 clusters Score -84439.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84794.390625 Penalty: 2253.995361
	Iteration 21Q: 3 clusters Score -84794.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84905.960938 Penalty: 2253.995361
	Iteration 22Q: 3 clusters Score -84905.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84929.328125 Penalty: 2253.995361
	Iteration 23Q: 3 clusters Score -84929.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -84952.875000 Penalty: 2253.995361
	Iteration 24Q: 3 clusters Score -84952.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84989.523438 Penalty: 2253.995361
	Iteration 25Q: 3 clusters Score -84989.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85001.843750 Penalty: 2253.995361
	Iteration 26Q: 3 clusters Score -85001.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85011.859375 Penalty: 2253.995361
	Iteration 27Q: 3 clusters Score -85011.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85016.765625 Penalty: 2253.995361
	Iteration 28Q: 3 clusters Score -85016.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85018.132812 Penalty: 2253.995361
	Iteration 29Q: 3 clusters Score -85018.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85020.890625 Penalty: 2253.995361
	Iteration 30Q: 3 clusters Score -85020.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85024.906250 Penalty: 2253.995361
	Iteration 31Q: 3 clusters Score -85024.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85027.265625 Penalty: 2253.995361
	Iteration 32Q: 3 clusters Score -85027.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85027.265625 Penalty: 2253.995361
	Iteration 33F: 3 clusters Score -85027.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 16772 members 
Mstep: Class 12 contains 80995 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 101 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Mstep: Class 25 contains 508 members 
Entering Unmasked Estep 
Score: -59748352.000000 Penalty: 53124.675781
Splitting cluster 7 changes total score from -59737908.000000 to -59748352.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -749247.000000 Penalty: 1412.938232
	Iteration 0F: 2 clusters Score -749247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -744617.437500 Penalty: 2825.876465
	Iteration 0F: 3 clusters Score -744617.4 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -746019.125000 Penalty: 2825.876465
	Iteration 1F: 3 clusters Score -746019.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -746293.312500 Penalty: 2825.876465
	Iteration 2F: 3 clusters Score -746293.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -746523.500000 Penalty: 2825.876465
	Iteration 3F: 3 clusters Score -746523.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -746681.812500 Penalty: 2825.876465
	Iteration 4Q: 3 clusters Score -746681.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -746830.812500 Penalty: 2825.876465
	Iteration 5Q: 3 clusters Score -746830.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -746971.625000 Penalty: 2825.876465
	Iteration 6Q: 3 clusters Score -746971.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -747099.375000 Penalty: 2825.876465
	Iteration 7Q: 3 clusters Score -747099.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -747234.437500 Penalty: 2825.876465
	Iteration 8Q: 3 clusters Score -747234.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -747389.187500 Penalty: 2825.876465
	Iteration 9Q: 3 clusters Score -747389.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -747564.625000 Penalty: 2825.876465
	Iteration 10Q: 3 clusters Score -747564.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -747758.187500 Penalty: 2825.876465
	Iteration 11Q: 3 clusters Score -747758.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -747948.000000 Penalty: 2825.876465
	Iteration 12Q: 3 clusters Score -747948 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -748180.312500 Penalty: 2825.876465
	Iteration 13Q: 3 clusters Score -748180.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -748348.500000 Penalty: 2825.876465
	Iteration 14Q: 3 clusters Score -748348.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -748463.375000 Penalty: 2825.876465
	Iteration 15Q: 3 clusters Score -748463.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -748558.500000 Penalty: 2825.876465
	Iteration 16Q: 3 clusters Score -748558.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -748637.687500 Penalty: 2825.876465
	Iteration 17Q: 3 clusters Score -748637.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -748679.000000 Penalty: 2825.876465
	Iteration 18Q: 3 clusters Score -748679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -748707.687500 Penalty: 2825.876465
	Iteration 19Q: 3 clusters Score -748707.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -748730.062500 Penalty: 2825.876465
	Iteration 20F: 3 clusters Score -748730.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -748738.750000 Penalty: 2825.876465
	Iteration 21Q: 3 clusters Score -748738.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -748744.687500 Penalty: 2825.876465
	Iteration 22Q: 3 clusters Score -748744.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -748753.000000 Penalty: 2825.876465
	Iteration 23Q: 3 clusters Score -748753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -748759.500000 Penalty: 2825.876465
	Iteration 24Q: 3 clusters Score -748759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -748765.250000 Penalty: 2825.876465
	Iteration 25Q: 3 clusters Score -748765.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -748768.187500 Penalty: 2825.876465
	Iteration 26Q: 3 clusters Score -748768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -748772.812500 Penalty: 2825.876465
	Iteration 27Q: 3 clusters Score -748772.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -748773.562500 Penalty: 2825.876465
	Iteration 28Q: 3 clusters Score -748773.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -748774.687500 Penalty: 2825.876465
	Iteration 29Q: 3 clusters Score -748774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -748775.500000 Penalty: 2825.876465
	Iteration 30Q: 3 clusters Score -748775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -748776.875000 Penalty: 2825.876465
	Iteration 31Q: 3 clusters Score -748776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -748775.187500 Penalty: 2825.876465
	Iteration 32Q: 3 clusters Score -748775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -748777.687500 Penalty: 2825.876465
	Iteration 33Q: 3 clusters Score -748777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -748778.000000 Penalty: 2825.876465
	Iteration 34Q: 3 clusters Score -748778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -748778.687500 Penalty: 2825.876465
	Iteration 35Q: 3 clusters Score -748778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -748779.250000 Penalty: 2825.876465
	Iteration 36Q: 3 clusters Score -748779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -748779.250000 Penalty: 2825.876465
	Iteration 37F: 3 clusters Score -748779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Entering Unmasked Estep 
Score: -4112920.500000 Penalty: 1684.115479
	Iteration 0F: 2 clusters Score -4112920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4091604.000000 Penalty: 3368.230957
	Iteration 0F: 3 clusters Score -4091604 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4099523.500000 Penalty: 3368.230957
	Iteration 1F: 3 clusters Score -4099524 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4099985.000000 Penalty: 3368.230957
	Iteration 2Q: 3 clusters Score -4099985 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4100559.500000 Penalty: 3368.230957
	Iteration 3Q: 3 clusters Score -4100560 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4101186.000000 Penalty: 3368.230957
	Iteration 4Q: 3 clusters Score -4101186 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4101887.000000 Penalty: 3368.230957
	Iteration 5Q: 3 clusters Score -4101887 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4102723.750000 Penalty: 3368.230957
	Iteration 6Q: 3 clusters Score -4102724 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -4103707.500000 Penalty: 3368.230957
	Iteration 7F: 3 clusters Score -4103708 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4104699.500000 Penalty: 3368.230957
	Iteration 8F: 3 clusters Score -4104700 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4105699.500000 Penalty: 3368.230957
	Iteration 9Q: 3 clusters Score -4105700 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4106674.750000 Penalty: 3368.230957
	Iteration 10Q: 3 clusters Score -4106675 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -4107627.000000 Penalty: 3368.230957
	Iteration 11Q: 3 clusters Score -4107627 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -4108611.000000 Penalty: 3368.230957
	Iteration 12Q: 3 clusters Score -4108611 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4109378.500000 Penalty: 3368.230957
	Iteration 13Q: 3 clusters Score -4109378 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4109988.750000 Penalty: 3368.230957
	Iteration 14Q: 3 clusters Score -4109989 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4110455.250000 Penalty: 3368.230957
	Iteration 15Q: 3 clusters Score -4110455 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4110775.750000 Penalty: 3368.230957
	Iteration 16Q: 3 clusters Score -4110776 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4111011.000000 Penalty: 3368.230957
	Iteration 17Q: 3 clusters Score -4111011 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4111151.000000 Penalty: 3368.230957
	Iteration 18Q: 3 clusters Score -4111151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4111236.250000 Penalty: 3368.230957
	Iteration 19Q: 3 clusters Score -4111236 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4111298.750000 Penalty: 3368.230957
	Iteration 20F: 3 clusters Score -4111299 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4111337.000000 Penalty: 3368.230957
	Iteration 21Q: 3 clusters Score -4111337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4111357.000000 Penalty: 3368.230957
	Iteration 22Q: 3 clusters Score -4111357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4111368.250000 Penalty: 3368.230957
	Iteration 23Q: 3 clusters Score -4111368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4111384.750000 Penalty: 3368.230957
	Iteration 24Q: 3 clusters Score -4111385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4111404.250000 Penalty: 3368.230957
	Iteration 25Q: 3 clusters Score -4111404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4111420.000000 Penalty: 3368.230957
	Iteration 26Q: 3 clusters Score -4111420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4111427.250000 Penalty: 3368.230957
	Iteration 27Q: 3 clusters Score -4111427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4111436.250000 Penalty: 3368.230957
	Iteration 28Q: 3 clusters Score -4111436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4111449.000000 Penalty: 3368.230957
	Iteration 29Q: 3 clusters Score -4111449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4111450.750000 Penalty: 3368.230957
	Iteration 30Q: 3 clusters Score -4111451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4111453.750000 Penalty: 3368.230957
	Iteration 31Q: 3 clusters Score -4111454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4111459.250000 Penalty: 3368.230957
	Iteration 32Q: 3 clusters Score -4111459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4111459.000000 Penalty: 3368.230957
	Iteration 33Q: 3 clusters Score -4111459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4111458.250000 Penalty: 3368.230957
	Iteration 34Q: 3 clusters Score -4111458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4111458.750000 Penalty: 3368.230957
	Iteration 35Q: 3 clusters Score -4111459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4111461.750000 Penalty: 3368.230957
	Iteration 36Q: 3 clusters Score -4111462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4111462.000000 Penalty: 3368.230957
	Iteration 37Q: 3 clusters Score -4111462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4111461.750000 Penalty: 3368.230957
	Iteration 38Q: 3 clusters Score -4111462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4111471.500000 Penalty: 3368.230957
	Iteration 39Q: 3 clusters Score -4111472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4111468.250000 Penalty: 3368.230957
	Iteration 40F: 3 clusters Score -4111468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4111468.750000 Penalty: 3368.230957
	Iteration 41Q: 3 clusters Score -4111469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4111471.500000 Penalty: 3368.230957
	Iteration 42Q: 3 clusters Score -4111472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4111474.750000 Penalty: 3368.230957
	Iteration 43Q: 3 clusters Score -4111475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4111483.250000 Penalty: 3368.230957
	Iteration 44Q: 3 clusters Score -4111483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4111487.250000 Penalty: 3368.230957
	Iteration 45Q: 3 clusters Score -4111487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4111490.250000 Penalty: 3368.230957
	Iteration 46Q: 3 clusters Score -4111490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4111492.250000 Penalty: 3368.230957
	Iteration 47Q: 3 clusters Score -4111492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4111491.750000 Penalty: 3368.230957
	Iteration 48Q: 3 clusters Score -4111492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4111491.000000 Penalty: 3368.230957
	Iteration 49Q: 3 clusters Score -4111491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4111501.750000 Penalty: 3368.230957
	Iteration 50Q: 3 clusters Score -4111502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4111508.500000 Penalty: 3368.230957
	Iteration 51Q: 3 clusters Score -4111508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4111507.000000 Penalty: 3368.230957
	Iteration 52Q: 3 clusters Score -4111507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4111507.000000 Penalty: 3368.230957
	Iteration 53F: 3 clusters Score -4111507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Entering Unmasked Estep 
Score: -2031633.625000 Penalty: 1580.713379
	Iteration 0F: 2 clusters Score -2031634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2020324.875000 Penalty: 3161.426758
	Iteration 0F: 3 clusters Score -2020325 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2025722.375000 Penalty: 3161.426758
	Iteration 1F: 3 clusters Score -2025722 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2028556.875000 Penalty: 3161.426758
	Iteration 2F: 3 clusters Score -2028557 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2032194.000000 Penalty: 3161.426758
	Iteration 3F: 3 clusters Score -2032194 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2034651.750000 Penalty: 3161.426758
	Iteration 4F: 3 clusters Score -2034652 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2035484.000000 Penalty: 3161.426758
	Iteration 5F: 3 clusters Score -2035484 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2035724.875000 Penalty: 3161.426758
	Iteration 6Q: 3 clusters Score -2035725 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2035801.125000 Penalty: 3161.426758
	Iteration 7Q: 3 clusters Score -2035801 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2035850.500000 Penalty: 3161.426758
	Iteration 8Q: 3 clusters Score -2035850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2035877.750000 Penalty: 3161.426758
	Iteration 9Q: 3 clusters Score -2035878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2035889.875000 Penalty: 3161.426758
	Iteration 10Q: 3 clusters Score -2035890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2035893.500000 Penalty: 3161.426758
	Iteration 11Q: 3 clusters Score -2035894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2035903.750000 Penalty: 3161.426758
	Iteration 12Q: 3 clusters Score -2035904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2035905.625000 Penalty: 3161.426758
	Iteration 13Q: 3 clusters Score -2035906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2035909.250000 Penalty: 3161.426758
	Iteration 14Q: 3 clusters Score -2035909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2035909.250000 Penalty: 3161.426758
	Iteration 15Q: 3 clusters Score -2035909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2035906.625000 Penalty: 3161.426758
	Iteration 16Q: 3 clusters Score -2035907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2035913.750000 Penalty: 3161.426758
	Iteration 17Q: 3 clusters Score -2035914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2035913.375000 Penalty: 3161.426758
	Iteration 18Q: 3 clusters Score -2035913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2035913.500000 Penalty: 3161.426758
	Iteration 19Q: 3 clusters Score -2035914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2035914.750000 Penalty: 3161.426758
	Iteration 20F: 3 clusters Score -2035915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -2035913.750000 Penalty: 3161.426758
	Iteration 21Q: 3 clusters Score -2035914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2035915.125000 Penalty: 3161.426758
	Iteration 22Q: 3 clusters Score -2035915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2035916.000000 Penalty: 3161.426758
	Iteration 23Q: 3 clusters Score -2035916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2035913.375000 Penalty: 3161.426758
	Iteration 24Q: 3 clusters Score -2035913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2035918.250000 Penalty: 3161.426758
	Iteration 25Q: 3 clusters Score -2035918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2035913.000000 Penalty: 3161.426758
	Iteration 26Q: 3 clusters Score -2035913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2035913.375000 Penalty: 3161.426758
	Iteration 27Q: 3 clusters Score -2035913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2035912.250000 Penalty: 3161.426758
	Iteration 28Q: 3 clusters Score -2035912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2035912.500000 Penalty: 3161.426758
	Iteration 29Q: 3 clusters Score -2035912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2035915.125000 Penalty: 3161.426758
	Iteration 30Q: 3 clusters Score -2035915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2035915.375000 Penalty: 3161.426758
	Iteration 31Q: 3 clusters Score -2035915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2035916.000000 Penalty: 3161.426758
	Iteration 32Q: 3 clusters Score -2035916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2035916.375000 Penalty: 3161.426758
	Iteration 33Q: 3 clusters Score -2035916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2035915.625000 Penalty: 3161.426758
	Iteration 34Q: 3 clusters Score -2035916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2035916.125000 Penalty: 3161.426758
	Iteration 35Q: 3 clusters Score -2035916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2035915.750000 Penalty: 3161.426758
	Iteration 36Q: 3 clusters Score -2035916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2035916.750000 Penalty: 3161.426758
	Iteration 37Q: 3 clusters Score -2035917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2035916.750000 Penalty: 3161.426758
	Iteration 38F: 3 clusters Score -2035917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 80995 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 101 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 14574 members 
Entering Unmasked Estep 
Score: -59752152.000000 Penalty: 55249.664062
Splitting cluster 11 changes total score from -59737908.000000 to -59752152.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (80995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Entering Unmasked Estep 
Score: -10379329.000000 Penalty: 1836.598267
	Iteration 0F: 2 clusters Score -1.037933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -10325531.000000 Penalty: 3673.196533
	Iteration 0F: 3 clusters Score -1.032553e+07 nChanged 38614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -10347253.000000 Penalty: 3673.196533
	Iteration 1F: 3 clusters Score -1.034725e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -10347986.000000 Penalty: 3673.196533
	Iteration 2Q: 3 clusters Score -1.034799e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -10348914.000000 Penalty: 3673.196533
	Iteration 3Q: 3 clusters Score -1.034891e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -10350456.000000 Penalty: 3673.196533
	Iteration 4Q: 3 clusters Score -1.035046e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -10352952.000000 Penalty: 3673.196533
	Iteration 5F: 3 clusters Score -1.035295e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -10357235.000000 Penalty: 3673.196533
	Iteration 6F: 3 clusters Score -1.035724e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -10363207.000000 Penalty: 3673.196533
	Iteration 7F: 3 clusters Score -1.036321e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 64313 members 
Entering Unmasked Estep 
Score: -10370716.000000 Penalty: 3673.196533
	Iteration 8F: 3 clusters Score -1.037072e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -10378339.000000 Penalty: 3673.196533
	Iteration 9F: 3 clusters Score -1.037834e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -10381424.000000 Penalty: 3673.196533
	Iteration 10Q: 3 clusters Score -1.038142e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -10382003.000000 Penalty: 3673.196533
	Iteration 11Q: 3 clusters Score -1.0382e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 65654 members 
Entering Unmasked Estep 
Score: -10382159.000000 Penalty: 3673.196533
	Iteration 12Q: 3 clusters Score -1.038216e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -10382200.000000 Penalty: 3673.196533
	Iteration 13Q: 3 clusters Score -1.03822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -10382231.000000 Penalty: 3673.196533
	Iteration 14Q: 3 clusters Score -1.038223e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -10382236.000000 Penalty: 3673.196533
	Iteration 15Q: 3 clusters Score -1.038224e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -10382250.000000 Penalty: 3673.196533
	Iteration 16Q: 3 clusters Score -1.038225e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -10382251.000000 Penalty: 3673.196533
	Iteration 17Q: 3 clusters Score -1.038225e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -10382251.000000 Penalty: 3673.196533
	Iteration 18Q: 3 clusters Score -1.038225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 65003 members 
Entering Unmasked Estep 
Score: -10382253.000000 Penalty: 3673.196533
	Iteration 19Q: 3 clusters Score -1.038225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -10382254.000000 Penalty: 3673.196533
	Iteration 20F: 3 clusters Score -1.038225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -10382244.000000 Penalty: 3673.196533
	Iteration 21Q: 3 clusters Score -1.038224e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -10382244.000000 Penalty: 3673.196533
	Iteration 22Q: 3 clusters Score -1.038224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -10382265.000000 Penalty: 3673.196533
	Iteration 23Q: 3 clusters Score -1.038226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -10382281.000000 Penalty: 3673.196533
	Iteration 24Q: 3 clusters Score -1.038228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -10382278.000000 Penalty: 3673.196533
	Iteration 25Q: 3 clusters Score -1.038228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -10382274.000000 Penalty: 3673.196533
	Iteration 26Q: 3 clusters Score -1.038227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -10382266.000000 Penalty: 3673.196533
	Iteration 27Q: 3 clusters Score -1.038227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -10382271.000000 Penalty: 3673.196533
	Iteration 28Q: 3 clusters Score -1.038227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -10382279.000000 Penalty: 3673.196533
	Iteration 29Q: 3 clusters Score -1.038228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -10382275.000000 Penalty: 3673.196533
	Iteration 30Q: 3 clusters Score -1.038228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -10382265.000000 Penalty: 3673.196533
	Iteration 31Q: 3 clusters Score -1.038226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 64703 members 
Entering Unmasked Estep 
Score: -10382274.000000 Penalty: 3673.196533
	Iteration 32Q: 3 clusters Score -1.038227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -10382279.000000 Penalty: 3673.196533
	Iteration 33Q: 3 clusters Score -1.038228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -10382284.000000 Penalty: 3673.196533
	Iteration 34Q: 3 clusters Score -1.038228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -10382278.000000 Penalty: 3673.196533
	Iteration 35Q: 3 clusters Score -1.038228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -10382279.000000 Penalty: 3673.196533
	Iteration 36Q: 3 clusters Score -1.038228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 64689 members 
Entering Unmasked Estep 
Score: -10382270.000000 Penalty: 3673.196533
	Iteration 37Q: 3 clusters Score -1.038227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 64687 members 
Entering Unmasked Estep 
Score: -10382270.000000 Penalty: 3673.196533
	Iteration 38Q: 3 clusters Score -1.038227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -10382275.000000 Penalty: 3673.196533
	Iteration 39Q: 3 clusters Score -1.038228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -10382266.000000 Penalty: 3673.196533
	Iteration 40F: 3 clusters Score -1.038227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -10382270.000000 Penalty: 3673.196533
	Iteration 41Q: 3 clusters Score -1.038227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -10382276.000000 Penalty: 3673.196533
	Iteration 42Q: 3 clusters Score -1.038228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -10382269.000000 Penalty: 3673.196533
	Iteration 43Q: 3 clusters Score -1.038227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -10382269.000000 Penalty: 3673.196533
	Iteration 44Q: 3 clusters Score -1.038227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -10382271.000000 Penalty: 3673.196533
	Iteration 45Q: 3 clusters Score -1.038227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 64674 members 
Entering Unmasked Estep 
Score: -10382271.000000 Penalty: 3673.196533
	Iteration 46F: 3 clusters Score -1.038227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 10 contains 772 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 16321 members 
Mstep: Class 13 contains 13639 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 1145 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 101 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 14574 members 
Mstep: Class 27 contains 64674 members 
Entering Unmasked Estep 
Score: -59754708.000000 Penalty: 57374.648438
Splitting cluster 12 changes total score from -59737908.000000 to -59754708.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (13164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Entering Unmasked Estep 
Score: -1716333.000000 Penalty: 1541.351685
	Iteration 0F: 2 clusters Score -1716333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1707130.500000 Penalty: 3082.703369
	Iteration 0F: 3 clusters Score -1707130 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1710199.875000 Penalty: 3082.703369
	Iteration 1F: 3 clusters Score -1710200 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1710414.125000 Penalty: 3082.703369
	Iteration 2Q: 3 clusters Score -1710414 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1710582.750000 Penalty: 3082.703369
	Iteration 3Q: 3 clusters Score -1710583 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1710720.375000 Penalty: 3082.703369
	Iteration 4Q: 3 clusters Score -1710720 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1710893.500000 Penalty: 3082.703369
	Iteration 5Q: 3 clusters Score -1710894 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1711099.250000 Penalty: 3082.703369
	Iteration 6Q: 3 clusters Score -1711099 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1711303.500000 Penalty: 3082.703369
	Iteration 7Q: 3 clusters Score -1711304 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1711539.500000 Penalty: 3082.703369
	Iteration 8Q: 3 clusters Score -1711540 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1711837.750000 Penalty: 3082.703369
	Iteration 9Q: 3 clusters Score -1711838 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1712132.875000 Penalty: 3082.703369
	Iteration 10Q: 3 clusters Score -1712133 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1712459.875000 Penalty: 3082.703369
	Iteration 11Q: 3 clusters Score -1712460 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1712808.125000 Penalty: 3082.703369
	Iteration 12Q: 3 clusters Score -1712808 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1713165.750000 Penalty: 3082.703369
	Iteration 13Q: 3 clusters Score -1713166 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1713491.125000 Penalty: 3082.703369
	Iteration 14Q: 3 clusters Score -1713491 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1713742.375000 Penalty: 3082.703369
	Iteration 15Q: 3 clusters Score -1713742 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1713959.000000 Penalty: 3082.703369
	Iteration 16Q: 3 clusters Score -1713959 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1714109.500000 Penalty: 3082.703369
	Iteration 17Q: 3 clusters Score -1714110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1714258.500000 Penalty: 3082.703369
	Iteration 18Q: 3 clusters Score -1714258 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1714375.375000 Penalty: 3082.703369
	Iteration 19Q: 3 clusters Score -1714375 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1714474.125000 Penalty: 3082.703369
	Iteration 20F: 3 clusters Score -1714474 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1714537.250000 Penalty: 3082.703369
	Iteration 21Q: 3 clusters Score -1714537 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1714590.500000 Penalty: 3082.703369
	Iteration 22Q: 3 clusters Score -1714590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1714633.500000 Penalty: 3082.703369
	Iteration 23Q: 3 clusters Score -1714634 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1714684.375000 Penalty: 3082.703369
	Iteration 24Q: 3 clusters Score -1714684 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1714735.125000 Penalty: 3082.703369
	Iteration 25Q: 3 clusters Score -1714735 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1714767.250000 Penalty: 3082.703369
	Iteration 26Q: 3 clusters Score -1714767 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1714785.875000 Penalty: 3082.703369
	Iteration 27Q: 3 clusters Score -1714786 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1714804.625000 Penalty: 3082.703369
	Iteration 28Q: 3 clusters Score -1714805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1714825.250000 Penalty: 3082.703369
	Iteration 29Q: 3 clusters Score -1714825 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -1714843.125000 Penalty: 3082.703369
	Iteration 30Q: 3 clusters Score -1714843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1714868.250000 Penalty: 3082.703369
	Iteration 31Q: 3 clusters Score -1714868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1714889.125000 Penalty: 3082.703369
	Iteration 32Q: 3 clusters Score -1714889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1714903.625000 Penalty: 3082.703369
	Iteration 33Q: 3 clusters Score -1714904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1714910.375000 Penalty: 3082.703369
	Iteration 34Q: 3 clusters Score -1714910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1714915.000000 Penalty: 3082.703369
	Iteration 35Q: 3 clusters Score -1714915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1714918.500000 Penalty: 3082.703369
	Iteration 36Q: 3 clusters Score -1714918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1714925.250000 Penalty: 3082.703369
	Iteration 37Q: 3 clusters Score -1714925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1714928.375000 Penalty: 3082.703369
	Iteration 38Q: 3 clusters Score -1714928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1714934.750000 Penalty: 3082.703369
	Iteration 39Q: 3 clusters Score -1714935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1714936.750000 Penalty: 3082.703369
	Iteration 40F: 3 clusters Score -1714937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1714943.750000 Penalty: 3082.703369
	Iteration 41Q: 3 clusters Score -1714944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1714946.375000 Penalty: 3082.703369
	Iteration 42Q: 3 clusters Score -1714946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1714950.125000 Penalty: 3082.703369
	Iteration 43Q: 3 clusters Score -1714950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1714955.000000 Penalty: 3082.703369
	Iteration 44Q: 3 clusters Score -1714955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1714957.500000 Penalty: 3082.703369
	Iteration 45Q: 3 clusters Score -1714958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -1714963.625000 Penalty: 3082.703369
	Iteration 46Q: 3 clusters Score -1714964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1714972.750000 Penalty: 3082.703369
	Iteration 47Q: 3 clusters Score -1714973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1714978.250000 Penalty: 3082.703369
	Iteration 48Q: 3 clusters Score -1714978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1714980.875000 Penalty: 3082.703369
	Iteration 49Q: 3 clusters Score -1714981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1714987.500000 Penalty: 3082.703369
	Iteration 50Q: 3 clusters Score -1714988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1714990.750000 Penalty: 3082.703369
	Iteration 51Q: 3 clusters Score -1714991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1714992.500000 Penalty: 3082.703369
	Iteration 52Q: 3 clusters Score -1714992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1714997.125000 Penalty: 3082.703369
	Iteration 53Q: 3 clusters Score -1714997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1714998.375000 Penalty: 3082.703369
	Iteration 54Q: 3 clusters Score -1714998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1714999.625000 Penalty: 3082.703369
	Iteration 55Q: 3 clusters Score -1715000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1715000.750000 Penalty: 3082.703369
	Iteration 56Q: 3 clusters Score -1715001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1715001.250000 Penalty: 3082.703369
	Iteration 57Q: 3 clusters Score -1715001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1715000.125000 Penalty: 3082.703369
	Iteration 58Q: 3 clusters Score -1715000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1715002.250000 Penalty: 3082.703369
	Iteration 59Q: 3 clusters Score -1715002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1715007.250000 Penalty: 3082.703369
	Iteration 60F: 3 clusters Score -1715007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1715008.625000 Penalty: 3082.703369
	Iteration 61Q: 3 clusters Score -1715009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1715008.625000 Penalty: 3082.703369
	Iteration 62F: 3 clusters Score -1715009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -801668.375000 Penalty: 1423.242065
	Iteration 0F: 2 clusters Score -801668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -796791.812500 Penalty: 2846.484131
	Iteration 0F: 3 clusters Score -796791.8 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -798155.312500 Penalty: 2846.484131
	Iteration 1F: 3 clusters Score -798155.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -798327.562500 Penalty: 2846.484131
	Iteration 2F: 3 clusters Score -798327.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -798455.500000 Penalty: 2846.484131
	Iteration 3F: 3 clusters Score -798455.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -798553.937500 Penalty: 2846.484131
	Iteration 4Q: 3 clusters Score -798553.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -798624.687500 Penalty: 2846.484131
	Iteration 5Q: 3 clusters Score -798624.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -798694.375000 Penalty: 2846.484131
	Iteration 6Q: 3 clusters Score -798694.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -798744.562500 Penalty: 2846.484131
	Iteration 7Q: 3 clusters Score -798744.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -798781.937500 Penalty: 2846.484131
	Iteration 8Q: 3 clusters Score -798781.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -798823.437500 Penalty: 2846.484131
	Iteration 9Q: 3 clusters Score -798823.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -798867.625000 Penalty: 2846.484131
	Iteration 10Q: 3 clusters Score -798867.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -798908.500000 Penalty: 2846.484131
	Iteration 11Q: 3 clusters Score -798908.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -798957.750000 Penalty: 2846.484131
	Iteration 12Q: 3 clusters Score -798957.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -799019.375000 Penalty: 2846.484131
	Iteration 13Q: 3 clusters Score -799019.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -799096.500000 Penalty: 2846.484131
	Iteration 14Q: 3 clusters Score -799096.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -799201.312500 Penalty: 2846.484131
	Iteration 15Q: 3 clusters Score -799201.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -799317.000000 Penalty: 2846.484131
	Iteration 16Q: 3 clusters Score -799317 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -799438.500000 Penalty: 2846.484131
	Iteration 17Q: 3 clusters Score -799438.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -799569.687500 Penalty: 2846.484131
	Iteration 18Q: 3 clusters Score -799569.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -799718.187500 Penalty: 2846.484131
	Iteration 19Q: 3 clusters Score -799718.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -799875.250000 Penalty: 2846.484131
	Iteration 20F: 3 clusters Score -799875.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -800014.625000 Penalty: 2846.484131
	Iteration 21Q: 3 clusters Score -800014.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -800122.312500 Penalty: 2846.484131
	Iteration 22Q: 3 clusters Score -800122.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -800183.875000 Penalty: 2846.484131
	Iteration 23Q: 3 clusters Score -800183.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -800229.812500 Penalty: 2846.484131
	Iteration 24Q: 3 clusters Score -800229.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -800273.500000 Penalty: 2846.484131
	Iteration 25Q: 3 clusters Score -800273.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -800323.812500 Penalty: 2846.484131
	Iteration 26Q: 3 clusters Score -800323.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -800359.375000 Penalty: 2846.484131
	Iteration 27Q: 3 clusters Score -800359.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -800377.000000 Penalty: 2846.484131
	Iteration 28Q: 3 clusters Score -800377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -800391.375000 Penalty: 2846.484131
	Iteration 29Q: 3 clusters Score -800391.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -800404.312500 Penalty: 2846.484131
	Iteration 30Q: 3 clusters Score -800404.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -800415.500000 Penalty: 2846.484131
	Iteration 31Q: 3 clusters Score -800415.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -800420.250000 Penalty: 2846.484131
	Iteration 32Q: 3 clusters Score -800420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -800423.625000 Penalty: 2846.484131
	Iteration 33Q: 3 clusters Score -800423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -800429.687500 Penalty: 2846.484131
	Iteration 34Q: 3 clusters Score -800429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -800431.625000 Penalty: 2846.484131
	Iteration 35Q: 3 clusters Score -800431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -800434.312500 Penalty: 2846.484131
	Iteration 36Q: 3 clusters Score -800434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -800434.812500 Penalty: 2846.484131
	Iteration 37Q: 3 clusters Score -800434.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -800435.437500 Penalty: 2846.484131
	Iteration 38Q: 3 clusters Score -800435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -800435.125000 Penalty: 2846.484131
	Iteration 39Q: 3 clusters Score -800435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -800435.687500 Penalty: 2846.484131
	Iteration 40F: 3 clusters Score -800435.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Entering Unmasked Estep 
Score: -10843962.000000 Penalty: 1843.847412
	Iteration 0F: 2 clusters Score -1.084396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -10787798.000000 Penalty: 3687.694824
	Iteration 0F: 3 clusters Score -1.07878e+07 nChanged 40240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -10810934.000000 Penalty: 3687.694824
	Iteration 1F: 3 clusters Score -1.081093e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -10811758.000000 Penalty: 3687.694824
	Iteration 2Q: 3 clusters Score -1.081176e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -10812819.000000 Penalty: 3687.694824
	Iteration 3Q: 3 clusters Score -1.081282e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -10814360.000000 Penalty: 3687.694824
	Iteration 4Q: 3 clusters Score -1.081436e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -10816519.000000 Penalty: 3687.694824
	Iteration 5F: 3 clusters Score -1.081652e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -10819528.000000 Penalty: 3687.694824
	Iteration 6F: 3 clusters Score -1.081953e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -10823923.000000 Penalty: 3687.694824
	Iteration 7F: 3 clusters Score -1.082392e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -10828770.000000 Penalty: 3687.694824
	Iteration 8F: 3 clusters Score -1.082877e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -10832809.000000 Penalty: 3687.694824
	Iteration 9F: 3 clusters Score -1.083281e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -10835146.000000 Penalty: 3687.694824
	Iteration 10Q: 3 clusters Score -1.083515e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -10836400.000000 Penalty: 3687.694824
	Iteration 11Q: 3 clusters Score -1.08364e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -10837241.000000 Penalty: 3687.694824
	Iteration 12Q: 3 clusters Score -1.083724e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -10837753.000000 Penalty: 3687.694824
	Iteration 13Q: 3 clusters Score -1.083775e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -10838114.000000 Penalty: 3687.694824
	Iteration 14Q: 3 clusters Score -1.083811e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -10838341.000000 Penalty: 3687.694824
	Iteration 15Q: 3 clusters Score -1.083834e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -10838531.000000 Penalty: 3687.694824
	Iteration 16Q: 3 clusters Score -1.083853e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -10838625.000000 Penalty: 3687.694824
	Iteration 17Q: 3 clusters Score -1.083862e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -10838637.000000 Penalty: 3687.694824
	Iteration 18Q: 3 clusters Score -1.083864e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -10838682.000000 Penalty: 3687.694824
	Iteration 19Q: 3 clusters Score -1.083868e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -10838695.000000 Penalty: 3687.694824
	Iteration 20F: 3 clusters Score -1.08387e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -10838731.000000 Penalty: 3687.694824
	Iteration 21Q: 3 clusters Score -1.083873e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -10838739.000000 Penalty: 3687.694824
	Iteration 22Q: 3 clusters Score -1.083874e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -10838751.000000 Penalty: 3687.694824
	Iteration 23Q: 3 clusters Score -1.083875e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -10838743.000000 Penalty: 3687.694824
	Iteration 24Q: 3 clusters Score -1.083874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -10838743.000000 Penalty: 3687.694824
	Iteration 25Q: 3 clusters Score -1.083874e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -10838753.000000 Penalty: 3687.694824
	Iteration 26Q: 3 clusters Score -1.083875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -10838770.000000 Penalty: 3687.694824
	Iteration 27Q: 3 clusters Score -1.083877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -10838761.000000 Penalty: 3687.694824
	Iteration 28Q: 3 clusters Score -1.083876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -10838755.000000 Penalty: 3687.694824
	Iteration 29Q: 3 clusters Score -1.083876e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -10838753.000000 Penalty: 3687.694824
	Iteration 30Q: 3 clusters Score -1.083875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -10838764.000000 Penalty: 3687.694824
	Iteration 31Q: 3 clusters Score -1.083876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -10838774.000000 Penalty: 3687.694824
	Iteration 32Q: 3 clusters Score -1.083877e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -10838780.000000 Penalty: 3687.694824
	Iteration 33Q: 3 clusters Score -1.083878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -10838780.000000 Penalty: 3687.694824
	Iteration 34Q: 3 clusters Score -1.083878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -10838783.000000 Penalty: 3687.694824
	Iteration 35Q: 3 clusters Score -1.083878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -10838783.000000 Penalty: 3687.694824
	Iteration 36Q: 3 clusters Score -1.083878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -10838784.000000 Penalty: 3687.694824
	Iteration 37Q: 3 clusters Score -1.083878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -10838784.000000 Penalty: 3687.694824
	Iteration 38F: 3 clusters Score -1.083878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -265721.375000 Penalty: 1244.998169
	Iteration 0F: 2 clusters Score -265721.4 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 1067 members 
Entering Unmasked Estep 
Score: -263538.125000 Penalty: 2489.996338
	Iteration 0F: 3 clusters Score -263538.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -264027.656250 Penalty: 2489.996338
	Iteration 1F: 3 clusters Score -264027.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -264155.593750 Penalty: 2489.996338
	Iteration 2F: 3 clusters Score -264155.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -264233.625000 Penalty: 2489.996338
	Iteration 3F: 3 clusters Score -264233.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -264273.500000 Penalty: 2489.996338
	Iteration 4Q: 3 clusters Score -264273.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -264298.968750 Penalty: 2489.996338
	Iteration 5Q: 3 clusters Score -264299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -264321.437500 Penalty: 2489.996338
	Iteration 6Q: 3 clusters Score -264321.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -264340.625000 Penalty: 2489.996338
	Iteration 7Q: 3 clusters Score -264340.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -264365.593750 Penalty: 2489.996338
	Iteration 8Q: 3 clusters Score -264365.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -264386.125000 Penalty: 2489.996338
	Iteration 9Q: 3 clusters Score -264386.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -264408.531250 Penalty: 2489.996338
	Iteration 10Q: 3 clusters Score -264408.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -264434.781250 Penalty: 2489.996338
	Iteration 11Q: 3 clusters Score -264434.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -264460.250000 Penalty: 2489.996338
	Iteration 12Q: 3 clusters Score -264460.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264490.718750 Penalty: 2489.996338
	Iteration 13Q: 3 clusters Score -264490.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -264525.562500 Penalty: 2489.996338
	Iteration 14Q: 3 clusters Score -264525.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -264555.000000 Penalty: 2489.996338
	Iteration 15Q: 3 clusters Score -264555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -264587.437500 Penalty: 2489.996338
	Iteration 16Q: 3 clusters Score -264587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -264614.562500 Penalty: 2489.996338
	Iteration 17Q: 3 clusters Score -264614.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -264636.593750 Penalty: 2489.996338
	Iteration 18Q: 3 clusters Score -264636.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -264663.843750 Penalty: 2489.996338
	Iteration 19Q: 3 clusters Score -264663.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -264686.906250 Penalty: 2489.996338
	Iteration 20F: 3 clusters Score -264686.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -264714.250000 Penalty: 2489.996338
	Iteration 21Q: 3 clusters Score -264714.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -264732.937500 Penalty: 2489.996338
	Iteration 22Q: 3 clusters Score -264732.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -264747.812500 Penalty: 2489.996338
	Iteration 23Q: 3 clusters Score -264747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -264763.531250 Penalty: 2489.996338
	Iteration 24Q: 3 clusters Score -264763.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -264773.500000 Penalty: 2489.996338
	Iteration 25Q: 3 clusters Score -264773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -264783.375000 Penalty: 2489.996338
	Iteration 26Q: 3 clusters Score -264783.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -264789.843750 Penalty: 2489.996338
	Iteration 27Q: 3 clusters Score -264789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -264793.937500 Penalty: 2489.996338
	Iteration 28Q: 3 clusters Score -264793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -264799.500000 Penalty: 2489.996338
	Iteration 29Q: 3 clusters Score -264799.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -264804.281250 Penalty: 2489.996338
	Iteration 30Q: 3 clusters Score -264804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -264807.531250 Penalty: 2489.996338
	Iteration 31Q: 3 clusters Score -264807.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -264810.593750 Penalty: 2489.996338
	Iteration 32Q: 3 clusters Score -264810.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -264812.343750 Penalty: 2489.996338
	Iteration 33Q: 3 clusters Score -264812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -264812.343750 Penalty: 2489.996338
	Iteration 34F: 3 clusters Score -264812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Entering Unmasked Estep 
Score: -1107826.125000 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -1107826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1100972.625000 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -1100973 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1103376.000000 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -1103376 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1103794.125000 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -1103794 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1104165.875000 Penalty: 2973.665771
	Iteration 3F: 3 clusters Score -1104166 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1104530.375000 Penalty: 2973.665771
	Iteration 4F: 3 clusters Score -1104530 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1104796.125000 Penalty: 2973.665771
	Iteration 5F: 3 clusters Score -1104796 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1105005.125000 Penalty: 2973.665771
	Iteration 6Q: 3 clusters Score -1105005 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1105178.875000 Penalty: 2973.665771
	Iteration 7Q: 3 clusters Score -1105179 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1105315.875000 Penalty: 2973.665771
	Iteration 8Q: 3 clusters Score -1105316 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1105420.000000 Penalty: 2973.665771
	Iteration 9Q: 3 clusters Score -1105420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1105510.625000 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -1105511 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1105609.125000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -1105609 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1105693.375000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -1105693 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1105770.000000 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -1105770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1105832.125000 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -1105832 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1105906.250000 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -1105906 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1105986.750000 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -1105987 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1106063.500000 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -1106064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1106154.750000 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -1106155 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1106245.750000 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -1106246 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1106333.000000 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -1106333 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1106432.875000 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -1106433 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1106532.750000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -1106533 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1106605.500000 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -1106606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1106674.625000 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -1106675 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1106738.750000 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -1106739 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1106802.750000 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -1106803 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1106862.125000 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -1106862 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1106921.125000 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -1106921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1106989.750000 Penalty: 2973.665771
	Iteration 29Q: 3 clusters Score -1106990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1107059.500000 Penalty: 2973.665771
	Iteration 30Q: 3 clusters Score -1107060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1107115.125000 Penalty: 2973.665771
	Iteration 31Q: 3 clusters Score -1107115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1107157.875000 Penalty: 2973.665771
	Iteration 32Q: 3 clusters Score -1107158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1107199.875000 Penalty: 2973.665771
	Iteration 33Q: 3 clusters Score -1107200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1107227.875000 Penalty: 2973.665771
	Iteration 34Q: 3 clusters Score -1107228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1107253.500000 Penalty: 2973.665771
	Iteration 35Q: 3 clusters Score -1107254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1107268.250000 Penalty: 2973.665771
	Iteration 36Q: 3 clusters Score -1107268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1107280.375000 Penalty: 2973.665771
	Iteration 37Q: 3 clusters Score -1107280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1107292.500000 Penalty: 2973.665771
	Iteration 38Q: 3 clusters Score -1107292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1107300.625000 Penalty: 2973.665771
	Iteration 39Q: 3 clusters Score -1107301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1107309.875000 Penalty: 2973.665771
	Iteration 40F: 3 clusters Score -1107310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1107314.500000 Penalty: 2973.665771
	Iteration 41Q: 3 clusters Score -1107314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1107320.500000 Penalty: 2973.665771
	Iteration 42Q: 3 clusters Score -1107320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1107322.625000 Penalty: 2973.665771
	Iteration 43Q: 3 clusters Score -1107323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1107322.500000 Penalty: 2973.665771
	Iteration 44Q: 3 clusters Score -1107322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1107322.750000 Penalty: 2973.665771
	Iteration 45Q: 3 clusters Score -1107323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1107324.125000 Penalty: 2973.665771
	Iteration 46Q: 3 clusters Score -1107324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1107327.125000 Penalty: 2973.665771
	Iteration 47Q: 3 clusters Score -1107327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1107326.500000 Penalty: 2973.665771
	Iteration 48Q: 3 clusters Score -1107326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1107326.125000 Penalty: 2973.665771
	Iteration 49Q: 3 clusters Score -1107326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1107325.000000 Penalty: 2973.665771
	Iteration 50Q: 3 clusters Score -1107325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1107327.500000 Penalty: 2973.665771
	Iteration 51Q: 3 clusters Score -1107328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1107327.500000 Penalty: 2973.665771
	Iteration 52F: 3 clusters Score -1107328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Entering Unmasked Estep 
Score: -3990196.750000 Penalty: 1683.684204
	Iteration 0F: 2 clusters Score -3990197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3969148.500000 Penalty: 3367.368408
	Iteration 0F: 3 clusters Score -3969148 nChanged 14563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3977527.500000 Penalty: 3367.368408
	Iteration 1F: 3 clusters Score -3977528 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3978501.000000 Penalty: 3367.368408
	Iteration 2F: 3 clusters Score -3978501 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -3979745.750000 Penalty: 3367.368408
	Iteration 3F: 3 clusters Score -3979746 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3980816.250000 Penalty: 3367.368408
	Iteration 4F: 3 clusters Score -3980816 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3981723.250000 Penalty: 3367.368408
	Iteration 5F: 3 clusters Score -3981723 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3982535.750000 Penalty: 3367.368408
	Iteration 6F: 3 clusters Score -3982536 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3983262.500000 Penalty: 3367.368408
	Iteration 7Q: 3 clusters Score -3983262 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -3984013.500000 Penalty: 3367.368408
	Iteration 8Q: 3 clusters Score -3984014 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3984753.500000 Penalty: 3367.368408
	Iteration 9Q: 3 clusters Score -3984754 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3985372.750000 Penalty: 3367.368408
	Iteration 10Q: 3 clusters Score -3985373 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3985763.000000 Penalty: 3367.368408
	Iteration 11Q: 3 clusters Score -3985763 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3986045.750000 Penalty: 3367.368408
	Iteration 12Q: 3 clusters Score -3986046 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3986222.250000 Penalty: 3367.368408
	Iteration 13Q: 3 clusters Score -3986222 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -3986381.500000 Penalty: 3367.368408
	Iteration 14Q: 3 clusters Score -3986382 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -3986505.500000 Penalty: 3367.368408
	Iteration 15Q: 3 clusters Score -3986506 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -3986650.500000 Penalty: 3367.368408
	Iteration 16Q: 3 clusters Score -3986650 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3986805.750000 Penalty: 3367.368408
	Iteration 17Q: 3 clusters Score -3986806 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3986972.000000 Penalty: 3367.368408
	Iteration 18Q: 3 clusters Score -3986972 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3987118.000000 Penalty: 3367.368408
	Iteration 19Q: 3 clusters Score -3987118 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3987268.750000 Penalty: 3367.368408
	Iteration 20F: 3 clusters Score -3987269 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3987408.250000 Penalty: 3367.368408
	Iteration 21Q: 3 clusters Score -3987408 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3987548.500000 Penalty: 3367.368408
	Iteration 22Q: 3 clusters Score -3987548 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3987660.750000 Penalty: 3367.368408
	Iteration 23Q: 3 clusters Score -3987661 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3987779.000000 Penalty: 3367.368408
	Iteration 24Q: 3 clusters Score -3987779 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3987902.000000 Penalty: 3367.368408
	Iteration 25Q: 3 clusters Score -3987902 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3988004.250000 Penalty: 3367.368408
	Iteration 26Q: 3 clusters Score -3988004 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3988084.000000 Penalty: 3367.368408
	Iteration 27Q: 3 clusters Score -3988084 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -3988149.250000 Penalty: 3367.368408
	Iteration 28Q: 3 clusters Score -3988149 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3988250.250000 Penalty: 3367.368408
	Iteration 29Q: 3 clusters Score -3988250 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -3988309.250000 Penalty: 3367.368408
	Iteration 30Q: 3 clusters Score -3988309 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -3988390.500000 Penalty: 3367.368408
	Iteration 31Q: 3 clusters Score -3988390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -3988457.750000 Penalty: 3367.368408
	Iteration 32Q: 3 clusters Score -3988458 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3988536.000000 Penalty: 3367.368408
	Iteration 33Q: 3 clusters Score -3988536 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3988604.750000 Penalty: 3367.368408
	Iteration 34Q: 3 clusters Score -3988605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3988647.000000 Penalty: 3367.368408
	Iteration 35Q: 3 clusters Score -3988647 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3988705.500000 Penalty: 3367.368408
	Iteration 36Q: 3 clusters Score -3988706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3988743.750000 Penalty: 3367.368408
	Iteration 37Q: 3 clusters Score -3988744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3988787.250000 Penalty: 3367.368408
	Iteration 38Q: 3 clusters Score -3988787 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -3988818.000000 Penalty: 3367.368408
	Iteration 39Q: 3 clusters Score -3988818 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -3988831.500000 Penalty: 3367.368408
	Iteration 40F: 3 clusters Score -3988832 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3988868.000000 Penalty: 3367.368408
	Iteration 41Q: 3 clusters Score -3988868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3988905.750000 Penalty: 3367.368408
	Iteration 42Q: 3 clusters Score -3988906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3988933.750000 Penalty: 3367.368408
	Iteration 43Q: 3 clusters Score -3988934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3988967.500000 Penalty: 3367.368408
	Iteration 44Q: 3 clusters Score -3988968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -3989017.250000 Penalty: 3367.368408
	Iteration 45Q: 3 clusters Score -3989017 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -3989036.250000 Penalty: 3367.368408
	Iteration 46Q: 3 clusters Score -3989036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -3989089.250000 Penalty: 3367.368408
	Iteration 47Q: 3 clusters Score -3989089 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3989099.000000 Penalty: 3367.368408
	Iteration 48Q: 3 clusters Score -3989099 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3989124.250000 Penalty: 3367.368408
	Iteration 49Q: 3 clusters Score -3989124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3989137.000000 Penalty: 3367.368408
	Iteration 50Q: 3 clusters Score -3989137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3989141.000000 Penalty: 3367.368408
	Iteration 51Q: 3 clusters Score -3989141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3989156.750000 Penalty: 3367.368408
	Iteration 52Q: 3 clusters Score -3989157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -3989162.750000 Penalty: 3367.368408
	Iteration 53Q: 3 clusters Score -3989163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3989180.250000 Penalty: 3367.368408
	Iteration 54Q: 3 clusters Score -3989180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -3989188.250000 Penalty: 3367.368408
	Iteration 55Q: 3 clusters Score -3989188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3989201.000000 Penalty: 3367.368408
	Iteration 56Q: 3 clusters Score -3989201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -3989219.500000 Penalty: 3367.368408
	Iteration 57Q: 3 clusters Score -3989220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3989240.750000 Penalty: 3367.368408
	Iteration 58Q: 3 clusters Score -3989241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -3989252.500000 Penalty: 3367.368408
	Iteration 59Q: 3 clusters Score -3989252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -3989268.500000 Penalty: 3367.368408
	Iteration 60F: 3 clusters Score -3989268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -3989281.000000 Penalty: 3367.368408
	Iteration 61Q: 3 clusters Score -3989281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -3989277.250000 Penalty: 3367.368408
	Iteration 62Q: 3 clusters Score -3989277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3989278.500000 Penalty: 3367.368408
	Iteration 63Q: 3 clusters Score -3989278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3989291.750000 Penalty: 3367.368408
	Iteration 64Q: 3 clusters Score -3989292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3989289.000000 Penalty: 3367.368408
	Iteration 65Q: 3 clusters Score -3989289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3989297.000000 Penalty: 3367.368408
	Iteration 66Q: 3 clusters Score -3989297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -3989304.250000 Penalty: 3367.368408
	Iteration 67Q: 3 clusters Score -3989304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3989314.250000 Penalty: 3367.368408
	Iteration 68Q: 3 clusters Score -3989314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -3989320.250000 Penalty: 3367.368408
	Iteration 69Q: 3 clusters Score -3989320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3989324.500000 Penalty: 3367.368408
	Iteration 70Q: 3 clusters Score -3989324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3989330.500000 Penalty: 3367.368408
	Iteration 71Q: 3 clusters Score -3989330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -3989321.750000 Penalty: 3367.368408
	Iteration 72Q: 3 clusters Score -3989322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3989324.000000 Penalty: 3367.368408
	Iteration 73Q: 3 clusters Score -3989324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3989323.000000 Penalty: 3367.368408
	Iteration 74Q: 3 clusters Score -3989323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3989319.750000 Penalty: 3367.368408
	Iteration 75Q: 3 clusters Score -3989320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3989320.500000 Penalty: 3367.368408
	Iteration 76Q: 3 clusters Score -3989320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3989323.500000 Penalty: 3367.368408
	Iteration 77Q: 3 clusters Score -3989324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -3989322.750000 Penalty: 3367.368408
	Iteration 78Q: 3 clusters Score -3989323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3989317.750000 Penalty: 3367.368408
	Iteration 79Q: 3 clusters Score -3989318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3989321.500000 Penalty: 3367.368408
	Iteration 80F: 3 clusters Score -3989322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -3989323.750000 Penalty: 3367.368408
	Iteration 81Q: 3 clusters Score -3989324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3989328.250000 Penalty: 3367.368408
	Iteration 82Q: 3 clusters Score -3989328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3989328.250000 Penalty: 3367.368408
	Iteration 83F: 3 clusters Score -3989328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Entering Unmasked Estep 
Score: -3123409.250000 Penalty: 1645.375854
	Iteration 0F: 2 clusters Score -3123409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3106596.000000 Penalty: 3290.751709
	Iteration 0F: 3 clusters Score -3106596 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3112983.000000 Penalty: 3290.751709
	Iteration 1F: 3 clusters Score -3112983 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3113441.250000 Penalty: 3290.751709
	Iteration 2Q: 3 clusters Score -3113441 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3113928.000000 Penalty: 3290.751709
	Iteration 3Q: 3 clusters Score -3113928 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3114531.750000 Penalty: 3290.751709
	Iteration 4Q: 3 clusters Score -3114532 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3115286.250000 Penalty: 3290.751709
	Iteration 5F: 3 clusters Score -3115286 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3116198.250000 Penalty: 3290.751709
	Iteration 6F: 3 clusters Score -3116198 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3117218.750000 Penalty: 3290.751709
	Iteration 7F: 3 clusters Score -3117219 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3118231.750000 Penalty: 3290.751709
	Iteration 8F: 3 clusters Score -3118232 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3119104.500000 Penalty: 3290.751709
	Iteration 9F: 3 clusters Score -3119104 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3119892.750000 Penalty: 3290.751709
	Iteration 10Q: 3 clusters Score -3119893 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3120491.750000 Penalty: 3290.751709
	Iteration 11Q: 3 clusters Score -3120492 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3120878.000000 Penalty: 3290.751709
	Iteration 12Q: 3 clusters Score -3120878 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3121118.250000 Penalty: 3290.751709
	Iteration 13Q: 3 clusters Score -3121118 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -3121268.500000 Penalty: 3290.751709
	Iteration 14Q: 3 clusters Score -3121268 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3121384.500000 Penalty: 3290.751709
	Iteration 15Q: 3 clusters Score -3121384 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3121489.000000 Penalty: 3290.751709
	Iteration 16Q: 3 clusters Score -3121489 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3121574.250000 Penalty: 3290.751709
	Iteration 17Q: 3 clusters Score -3121574 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3121634.500000 Penalty: 3290.751709
	Iteration 18Q: 3 clusters Score -3121634 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3121690.500000 Penalty: 3290.751709
	Iteration 19Q: 3 clusters Score -3121690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3121707.250000 Penalty: 3290.751709
	Iteration 20F: 3 clusters Score -3121707 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3121742.500000 Penalty: 3290.751709
	Iteration 21Q: 3 clusters Score -3121742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3121763.500000 Penalty: 3290.751709
	Iteration 22Q: 3 clusters Score -3121764 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3121779.500000 Penalty: 3290.751709
	Iteration 23Q: 3 clusters Score -3121780 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -3121803.000000 Penalty: 3290.751709
	Iteration 24Q: 3 clusters Score -3121803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -3121804.000000 Penalty: 3290.751709
	Iteration 25Q: 3 clusters Score -3121804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -3121813.750000 Penalty: 3290.751709
	Iteration 26Q: 3 clusters Score -3121814 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3121820.500000 Penalty: 3290.751709
	Iteration 27Q: 3 clusters Score -3121820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3121832.000000 Penalty: 3290.751709
	Iteration 28Q: 3 clusters Score -3121832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3121831.750000 Penalty: 3290.751709
	Iteration 29Q: 3 clusters Score -3121832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3121831.500000 Penalty: 3290.751709
	Iteration 30Q: 3 clusters Score -3121832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3121831.750000 Penalty: 3290.751709
	Iteration 31Q: 3 clusters Score -3121832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3121835.000000 Penalty: 3290.751709
	Iteration 32Q: 3 clusters Score -3121835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3121838.000000 Penalty: 3290.751709
	Iteration 33Q: 3 clusters Score -3121838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3121843.250000 Penalty: 3290.751709
	Iteration 34Q: 3 clusters Score -3121843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -3121843.000000 Penalty: 3290.751709
	Iteration 35Q: 3 clusters Score -3121843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -3121842.500000 Penalty: 3290.751709
	Iteration 36Q: 3 clusters Score -3121842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3121845.500000 Penalty: 3290.751709
	Iteration 37Q: 3 clusters Score -3121846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3121844.500000 Penalty: 3290.751709
	Iteration 38Q: 3 clusters Score -3121844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3121845.250000 Penalty: 3290.751709
	Iteration 39Q: 3 clusters Score -3121845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3121848.750000 Penalty: 3290.751709
	Iteration 40F: 3 clusters Score -3121849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3121847.250000 Penalty: 3290.751709
	Iteration 41Q: 3 clusters Score -3121847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3121851.750000 Penalty: 3290.751709
	Iteration 42Q: 3 clusters Score -3121852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3121854.750000 Penalty: 3290.751709
	Iteration 43Q: 3 clusters Score -3121855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3121859.250000 Penalty: 3290.751709
	Iteration 44Q: 3 clusters Score -3121859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3121859.500000 Penalty: 3290.751709
	Iteration 45Q: 3 clusters Score -3121860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3121861.250000 Penalty: 3290.751709
	Iteration 46Q: 3 clusters Score -3121861 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3121866.250000 Penalty: 3290.751709
	Iteration 47Q: 3 clusters Score -3121866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3121866.250000 Penalty: 3290.751709
	Iteration 48Q: 3 clusters Score -3121866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3121869.000000 Penalty: 3290.751709
	Iteration 49Q: 3 clusters Score -3121869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3121870.000000 Penalty: 3290.751709
	Iteration 50Q: 3 clusters Score -3121870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3121869.250000 Penalty: 3290.751709
	Iteration 51Q: 3 clusters Score -3121869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3121870.500000 Penalty: 3290.751709
	Iteration 52Q: 3 clusters Score -3121870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3121874.000000 Penalty: 3290.751709
	Iteration 53Q: 3 clusters Score -3121874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3121864.250000 Penalty: 3290.751709
	Iteration 54Q: 3 clusters Score -3121864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3121873.000000 Penalty: 3290.751709
	Iteration 55Q: 3 clusters Score -3121873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3121873.000000 Penalty: 3290.751709
	Iteration 56Q: 3 clusters Score -3121873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3121872.500000 Penalty: 3290.751709
	Iteration 57Q: 3 clusters Score -3121872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3121863.500000 Penalty: 3290.751709
	Iteration 58Q: 3 clusters Score -3121864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3121866.500000 Penalty: 3290.751709
	Iteration 59Q: 3 clusters Score -3121866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3121870.500000 Penalty: 3290.751709
	Iteration 60F: 3 clusters Score -3121870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3121871.000000 Penalty: 3290.751709
	Iteration 61Q: 3 clusters Score -3121871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3121868.750000 Penalty: 3290.751709
	Iteration 62Q: 3 clusters Score -3121869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3121870.750000 Penalty: 3290.751709
	Iteration 63Q: 3 clusters Score -3121871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -3121871.250000 Penalty: 3290.751709
	Iteration 64Q: 3 clusters Score -3121871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3121877.750000 Penalty: 3290.751709
	Iteration 65Q: 3 clusters Score -3121878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3121879.250000 Penalty: 3290.751709
	Iteration 66Q: 3 clusters Score -3121879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -3121885.000000 Penalty: 3290.751709
	Iteration 67Q: 3 clusters Score -3121885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3121883.250000 Penalty: 3290.751709
	Iteration 68Q: 3 clusters Score -3121883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3121887.000000 Penalty: 3290.751709
	Iteration 69Q: 3 clusters Score -3121887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -3121887.750000 Penalty: 3290.751709
	Iteration 70Q: 3 clusters Score -3121888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3121888.250000 Penalty: 3290.751709
	Iteration 71Q: 3 clusters Score -3121888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3121894.500000 Penalty: 3290.751709
	Iteration 72Q: 3 clusters Score -3121894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3121890.750000 Penalty: 3290.751709
	Iteration 73Q: 3 clusters Score -3121891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3121894.500000 Penalty: 3290.751709
	Iteration 74Q: 3 clusters Score -3121894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3121890.750000 Penalty: 3290.751709
	Iteration 75Q: 3 clusters Score -3121891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3121892.000000 Penalty: 3290.751709
	Iteration 76Q: 3 clusters Score -3121892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3121893.750000 Penalty: 3290.751709
	Iteration 77Q: 3 clusters Score -3121894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3121895.500000 Penalty: 3290.751709
	Iteration 78Q: 3 clusters Score -3121896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -3121896.000000 Penalty: 3290.751709
	Iteration 79Q: 3 clusters Score -3121896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3121898.500000 Penalty: 3290.751709
	Iteration 80F: 3 clusters Score -3121898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3121898.750000 Penalty: 3290.751709
	Iteration 81Q: 3 clusters Score -3121899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3121898.750000 Penalty: 3290.751709
	Iteration 82F: 3 clusters Score -3121899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Entering Unmasked Estep 
Score: -1783216.375000 Penalty: 1547.088135
	Iteration 0F: 2 clusters Score -1783216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1773713.375000 Penalty: 3094.176270
	Iteration 0F: 3 clusters Score -1773713 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1776827.750000 Penalty: 3094.176270
	Iteration 1F: 3 clusters Score -1776828 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1777071.875000 Penalty: 3094.176270
	Iteration 2F: 3 clusters Score -1777072 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1777269.250000 Penalty: 3094.176270
	Iteration 3Q: 3 clusters Score -1777269 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1777457.625000 Penalty: 3094.176270
	Iteration 4Q: 3 clusters Score -1777458 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1777628.625000 Penalty: 3094.176270
	Iteration 5Q: 3 clusters Score -1777629 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1777817.500000 Penalty: 3094.176270
	Iteration 6Q: 3 clusters Score -1777818 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1778004.750000 Penalty: 3094.176270
	Iteration 7Q: 3 clusters Score -1778005 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1778244.375000 Penalty: 3094.176270
	Iteration 8Q: 3 clusters Score -1778244 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1778515.000000 Penalty: 3094.176270
	Iteration 9Q: 3 clusters Score -1778515 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1778826.875000 Penalty: 3094.176270
	Iteration 10Q: 3 clusters Score -1778827 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1779183.875000 Penalty: 3094.176270
	Iteration 11Q: 3 clusters Score -1779184 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1779563.000000 Penalty: 3094.176270
	Iteration 12Q: 3 clusters Score -1779563 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1779965.250000 Penalty: 3094.176270
	Iteration 13Q: 3 clusters Score -1779965 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1780394.625000 Penalty: 3094.176270
	Iteration 14Q: 3 clusters Score -1780395 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1780812.375000 Penalty: 3094.176270
	Iteration 15Q: 3 clusters Score -1780812 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1781154.625000 Penalty: 3094.176270
	Iteration 16Q: 3 clusters Score -1781155 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1781425.250000 Penalty: 3094.176270
	Iteration 17Q: 3 clusters Score -1781425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -1781582.625000 Penalty: 3094.176270
	Iteration 18Q: 3 clusters Score -1781583 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -1781687.875000 Penalty: 3094.176270
	Iteration 19Q: 3 clusters Score -1781688 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1781738.000000 Penalty: 3094.176270
	Iteration 20F: 3 clusters Score -1781738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1781785.125000 Penalty: 3094.176270
	Iteration 21Q: 3 clusters Score -1781785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1781819.500000 Penalty: 3094.176270
	Iteration 22Q: 3 clusters Score -1781820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1781833.500000 Penalty: 3094.176270
	Iteration 23Q: 3 clusters Score -1781834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1781843.750000 Penalty: 3094.176270
	Iteration 24Q: 3 clusters Score -1781844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1781850.125000 Penalty: 3094.176270
	Iteration 25Q: 3 clusters Score -1781850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1781857.375000 Penalty: 3094.176270
	Iteration 26Q: 3 clusters Score -1781857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1781857.625000 Penalty: 3094.176270
	Iteration 27Q: 3 clusters Score -1781858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1781866.625000 Penalty: 3094.176270
	Iteration 28Q: 3 clusters Score -1781867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1781872.625000 Penalty: 3094.176270
	Iteration 29Q: 3 clusters Score -1781873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1781879.250000 Penalty: 3094.176270
	Iteration 30Q: 3 clusters Score -1781879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1781887.500000 Penalty: 3094.176270
	Iteration 31Q: 3 clusters Score -1781888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1781893.000000 Penalty: 3094.176270
	Iteration 32Q: 3 clusters Score -1781893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1781893.000000 Penalty: 3094.176270
	Iteration 33F: 3 clusters Score -1781893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Entering Unmasked Estep 
Score: -881463.687500 Penalty: 1440.084473
	Iteration 0F: 2 clusters Score -881463.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -876144.812500 Penalty: 2880.168945
	Iteration 0F: 3 clusters Score -876144.8 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -877847.625000 Penalty: 2880.168945
	Iteration 1F: 3 clusters Score -877847.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -878097.875000 Penalty: 2880.168945
	Iteration 2F: 3 clusters Score -878097.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -878341.750000 Penalty: 2880.168945
	Iteration 3F: 3 clusters Score -878341.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -878596.562500 Penalty: 2880.168945
	Iteration 4F: 3 clusters Score -878596.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -878866.500000 Penalty: 2880.168945
	Iteration 5F: 3 clusters Score -878866.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -879099.750000 Penalty: 2880.168945
	Iteration 6Q: 3 clusters Score -879099.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -879329.875000 Penalty: 2880.168945
	Iteration 7Q: 3 clusters Score -879329.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -879570.750000 Penalty: 2880.168945
	Iteration 8Q: 3 clusters Score -879570.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -879810.500000 Penalty: 2880.168945
	Iteration 9Q: 3 clusters Score -879810.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -880026.500000 Penalty: 2880.168945
	Iteration 10Q: 3 clusters Score -880026.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -880236.250000 Penalty: 2880.168945
	Iteration 11Q: 3 clusters Score -880236.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -880386.000000 Penalty: 2880.168945
	Iteration 12Q: 3 clusters Score -880386 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -880486.187500 Penalty: 2880.168945
	Iteration 13Q: 3 clusters Score -880486.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -880560.562500 Penalty: 2880.168945
	Iteration 14Q: 3 clusters Score -880560.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -880603.687500 Penalty: 2880.168945
	Iteration 15Q: 3 clusters Score -880603.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -880628.312500 Penalty: 2880.168945
	Iteration 16Q: 3 clusters Score -880628.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -880642.000000 Penalty: 2880.168945
	Iteration 17Q: 3 clusters Score -880642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -880655.125000 Penalty: 2880.168945
	Iteration 18Q: 3 clusters Score -880655.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -880663.750000 Penalty: 2880.168945
	Iteration 19Q: 3 clusters Score -880663.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -880670.500000 Penalty: 2880.168945
	Iteration 20F: 3 clusters Score -880670.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -880677.000000 Penalty: 2880.168945
	Iteration 21Q: 3 clusters Score -880677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -880679.750000 Penalty: 2880.168945
	Iteration 22Q: 3 clusters Score -880679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -880681.375000 Penalty: 2880.168945
	Iteration 23Q: 3 clusters Score -880681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -880683.875000 Penalty: 2880.168945
	Iteration 24Q: 3 clusters Score -880683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -880686.312500 Penalty: 2880.168945
	Iteration 25Q: 3 clusters Score -880686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -880688.312500 Penalty: 2880.168945
	Iteration 26Q: 3 clusters Score -880688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -880690.687500 Penalty: 2880.168945
	Iteration 27Q: 3 clusters Score -880690.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -880693.437500 Penalty: 2880.168945
	Iteration 28Q: 3 clusters Score -880693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -880694.812500 Penalty: 2880.168945
	Iteration 29Q: 3 clusters Score -880694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -880695.437500 Penalty: 2880.168945
	Iteration 30Q: 3 clusters Score -880695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -880698.750000 Penalty: 2880.168945
	Iteration 31Q: 3 clusters Score -880698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -880698.375000 Penalty: 2880.168945
	Iteration 32Q: 3 clusters Score -880698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -880700.000000 Penalty: 2880.168945
	Iteration 33Q: 3 clusters Score -880700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -880702.062500 Penalty: 2880.168945
	Iteration 34Q: 3 clusters Score -880702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -880702.125000 Penalty: 2880.168945
	Iteration 35Q: 3 clusters Score -880702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -880701.750000 Penalty: 2880.168945
	Iteration 36Q: 3 clusters Score -880701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -880700.750000 Penalty: 2880.168945
	Iteration 37Q: 3 clusters Score -880700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -880703.062500 Penalty: 2880.168945
	Iteration 38Q: 3 clusters Score -880703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -880703.875000 Penalty: 2880.168945
	Iteration 39Q: 3 clusters Score -880703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -880703.750000 Penalty: 2880.168945
	Iteration 40F: 3 clusters Score -880703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -880706.312500 Penalty: 2880.168945
	Iteration 41Q: 3 clusters Score -880706.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -880707.000000 Penalty: 2880.168945
	Iteration 42Q: 3 clusters Score -880707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -880709.500000 Penalty: 2880.168945
	Iteration 43Q: 3 clusters Score -880709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -880710.312500 Penalty: 2880.168945
	Iteration 44Q: 3 clusters Score -880710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -880712.437500 Penalty: 2880.168945
	Iteration 45Q: 3 clusters Score -880712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -880711.062500 Penalty: 2880.168945
	Iteration 46Q: 3 clusters Score -880711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -880711.062500 Penalty: 2880.168945
	Iteration 47F: 3 clusters Score -880711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 111616 members 
Mstep: Class 4 contains 2257 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 221 members 
Mstep: Class 7 contains 520 members 
Mstep: Class 8 contains 5973 members 
Mstep: Class 9 contains 31691 members 
Mstep: Class 11 contains 2198 members 
Mstep: Class 12 contains 16321 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 84690 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 24969 members 
Mstep: Class 23 contains 13637 members 
Mstep: Class 24 contains 7059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1462.538818 but Gain 2124.984375
Score: -59760904.000000 Penalty: 55249.664062
Iteration 39Q: 27 clusters Score -5.97609e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8996 members 
Mstep: Class 3 contains 113167 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 7544 members 
Mstep: Class 6 contains 238 members 
Mstep: Class 7 contains 533 members 
Mstep: Class 8 contains 5989 members 
Mstep: Class 9 contains 32342 members 
Mstep: Class 10 contains 785 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 16247 members 
Mstep: Class 13 contains 13692 members 
Mstep: Class 14 contains 13181 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 85000 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 9471 members 
Mstep: Class 21 contains 31689 members 
Mstep: Class 22 contains 24821 members 
Mstep: Class 23 contains 13705 members 
Mstep: Class 24 contains 6951 members 
Mstep: Class 25 contains 502 members 
Mstep: Class 26 contains 14876 members 
Mstep: Class 27 contains 61167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59765884.000000 Penalty: 55249.664062
Iteration 40F: 27 clusters Score -5.976588e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8734 members 
Mstep: Class 3 contains 113374 members 
Mstep: Class 4 contains 2896 members 
Mstep: Class 5 contains 7571 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 32480 members 
Mstep: Class 10 contains 873 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 16156 members 
Mstep: Class 13 contains 13978 members 
Mstep: Class 14 contains 13253 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 84631 members 
Mstep: Class 18 contains 2069 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 21 contains 31277 members 
Mstep: Class 22 contains 24477 members 
Mstep: Class 23 contains 13245 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 16551 members 
Mstep: Class 27 contains 60608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59768244.000000 Penalty: 55249.664062
Iteration 41Q: 27 clusters Score -5.976824e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8508 members 
Mstep: Class 3 contains 113552 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 7597 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 443 members 
Mstep: Class 8 contains 6175 members 
Mstep: Class 9 contains 32617 members 
Mstep: Class 10 contains 875 members 
Mstep: Class 11 contains 2278 members 
Mstep: Class 12 contains 16147 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 13336 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 6352 members 
Mstep: Class 17 contains 84427 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 21 contains 30948 members 
Mstep: Class 22 contains 24251 members 
Mstep: Class 23 contains 12806 members 
Mstep: Class 24 contains 6487 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 17637 members 
Mstep: Class 27 contains 60114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769360.000000 Penalty: 55249.664062
Iteration 42Q: 27 clusters Score -5.976936e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 113569 members 
Mstep: Class 4 contains 3330 members 
Mstep: Class 5 contains 7621 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 437 members 
Mstep: Class 8 contains 6262 members 
Mstep: Class 9 contains 32750 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 16203 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 13393 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 84324 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 21 contains 30721 members 
Mstep: Class 22 contains 24071 members 
Mstep: Class 23 contains 12426 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 18333 members 
Mstep: Class 27 contains 59745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59769944.000000 Penalty: 55249.664062
Iteration 43Q: 27 clusters Score -5.976994e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 113507 members 
Mstep: Class 4 contains 3496 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 433 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 32890 members 
Mstep: Class 10 contains 858 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 16259 members 
Mstep: Class 13 contains 14651 members 
Mstep: Class 14 contains 13449 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 84280 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 30514 members 
Mstep: Class 22 contains 23921 members 
Mstep: Class 23 contains 12042 members 
Mstep: Class 24 contains 6236 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 18898 members 
Mstep: Class 27 contains 59499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770440.000000 Penalty: 55249.664062
Iteration 44Q: 27 clusters Score -5.977044e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 113424 members 
Mstep: Class 4 contains 3642 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 6394 members 
Mstep: Class 9 contains 33041 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 2512 members 
Mstep: Class 12 contains 16304 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 13491 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 84240 members 
Mstep: Class 18 contains 1973 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 21 contains 30311 members 
Mstep: Class 22 contains 23809 members 
Mstep: Class 23 contains 11701 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 503 members 
Mstep: Class 26 contains 19305 members 
Mstep: Class 27 contains 59391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59770980.000000 Penalty: 55249.664062
Iteration 45Q: 27 clusters Score -5.977098e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 113330 members 
Mstep: Class 4 contains 3756 members 
Mstep: Class 5 contains 7678 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 33183 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 2589 members 
Mstep: Class 12 contains 16323 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 13523 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 84240 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 9465 members 
Mstep: Class 21 contains 30177 members 
Mstep: Class 22 contains 23710 members 
Mstep: Class 23 contains 11394 members 
Mstep: Class 24 contains 6048 members 
Mstep: Class 25 contains 504 members 
Mstep: Class 26 contains 19621 members 
Mstep: Class 27 contains 59309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771404.000000 Penalty: 55249.664062
Iteration 46Q: 27 clusters Score -5.97714e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7843 members 
Mstep: Class 3 contains 113183 members 
Mstep: Class 4 contains 3838 members 
Mstep: Class 5 contains 7687 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6489 members 
Mstep: Class 9 contains 33313 members 
Mstep: Class 10 contains 837 members 
Mstep: Class 11 contains 2668 members 
Mstep: Class 12 contains 16352 members 
Mstep: Class 13 contains 15122 members 
Mstep: Class 14 contains 13564 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6343 members 
Mstep: Class 17 contains 84247 members 
Mstep: Class 18 contains 1946 members 
Mstep: Class 19 contains 9469 members 
Mstep: Class 21 contains 30049 members 
Mstep: Class 22 contains 23642 members 
Mstep: Class 23 contains 11101 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 19864 members 
Mstep: Class 27 contains 59317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771524.000000 Penalty: 55249.664062
Iteration 47Q: 27 clusters Score -5.977152e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7754 members 
Mstep: Class 3 contains 113008 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 7697 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6529 members 
Mstep: Class 9 contains 33446 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 16376 members 
Mstep: Class 13 contains 15268 members 
Mstep: Class 14 contains 13589 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84251 members 
Mstep: Class 18 contains 1938 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 21 contains 29944 members 
Mstep: Class 22 contains 23564 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 5893 members 
Mstep: Class 25 contains 508 members 
Mstep: Class 26 contains 20075 members 
Mstep: Class 27 contains 59417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771692.000000 Penalty: 55249.664062
Iteration 48Q: 27 clusters Score -5.977169e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 3 contains 112845 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 33590 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 2818 members 
Mstep: Class 12 contains 16394 members 
Mstep: Class 13 contains 15400 members 
Mstep: Class 14 contains 13590 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84267 members 
Mstep: Class 18 contains 1929 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 21 contains 29837 members 
Mstep: Class 22 contains 23466 members 
Mstep: Class 23 contains 10468 members 
Mstep: Class 24 contains 5841 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 20252 members 
Mstep: Class 27 contains 59557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59771884.000000 Penalty: 55249.664062
Iteration 49Q: 27 clusters Score -5.977188e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 112720 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 7736 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6591 members 
Mstep: Class 9 contains 33731 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 2883 members 
Mstep: Class 12 contains 16412 members 
Mstep: Class 13 contains 15499 members 
Mstep: Class 14 contains 13573 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84285 members 
Mstep: Class 18 contains 1921 members 
Mstep: Class 19 contains 9514 members 
Mstep: Class 21 contains 29751 members 
Mstep: Class 22 contains 23394 members 
Mstep: Class 23 contains 10108 members 
Mstep: Class 24 contains 5808 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 20429 members 
Mstep: Class 27 contains 59722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772012.000000 Penalty: 55249.664062
Iteration 50Q: 27 clusters Score -5.977201e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7539 members 
Mstep: Class 3 contains 112591 members 
Mstep: Class 4 contains 4026 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6606 members 
Mstep: Class 9 contains 33850 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 12 contains 16420 members 
Mstep: Class 13 contains 15595 members 
Mstep: Class 14 contains 13564 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84297 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 21 contains 29689 members 
Mstep: Class 22 contains 23342 members 
Mstep: Class 23 contains 9758 members 
Mstep: Class 24 contains 5779 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 20554 members 
Mstep: Class 27 contains 59908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772284.000000 Penalty: 55249.664062
Iteration 51Q: 27 clusters Score -5.977228e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7496 members 
Mstep: Class 3 contains 112455 members 
Mstep: Class 4 contains 4064 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 33941 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 3003 members 
Mstep: Class 12 contains 16429 members 
Mstep: Class 13 contains 15675 members 
Mstep: Class 14 contains 13549 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84297 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 9535 members 
Mstep: Class 21 contains 29633 members 
Mstep: Class 22 contains 23285 members 
Mstep: Class 23 contains 9391 members 
Mstep: Class 24 contains 5754 members 
Mstep: Class 25 contains 512 members 
Mstep: Class 26 contains 20676 members 
Mstep: Class 27 contains 60174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772272.000000 Penalty: 55249.664062
Iteration 52Q: 27 clusters Score -5.977227e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7447 members 
Mstep: Class 3 contains 112309 members 
Mstep: Class 4 contains 4106 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6632 members 
Mstep: Class 9 contains 34039 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 3044 members 
Mstep: Class 12 contains 16447 members 
Mstep: Class 13 contains 15760 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84311 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 9558 members 
Mstep: Class 21 contains 29567 members 
Mstep: Class 22 contains 23244 members 
Mstep: Class 23 contains 9044 members 
Mstep: Class 24 contains 5732 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 20776 members 
Mstep: Class 27 contains 60428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772412.000000 Penalty: 55249.664062
Iteration 53Q: 27 clusters Score -5.977241e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 112182 members 
Mstep: Class 4 contains 4141 members 
Mstep: Class 5 contains 7820 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 34144 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 3064 members 
Mstep: Class 12 contains 16465 members 
Mstep: Class 13 contains 15829 members 
Mstep: Class 14 contains 13527 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 84324 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 9577 members 
Mstep: Class 21 contains 29491 members 
Mstep: Class 22 contains 23208 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 5706 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 20883 members 
Mstep: Class 27 contains 60670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772464.000000 Penalty: 55249.664062
Iteration 54Q: 27 clusters Score -5.977246e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 112057 members 
Mstep: Class 4 contains 4181 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 34241 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3087 members 
Mstep: Class 12 contains 16478 members 
Mstep: Class 13 contains 15894 members 
Mstep: Class 14 contains 13505 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 84341 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 9588 members 
Mstep: Class 21 contains 29427 members 
Mstep: Class 22 contains 23183 members 
Mstep: Class 23 contains 8366 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 20980 members 
Mstep: Class 27 contains 60907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772720.000000 Penalty: 55249.664062
Iteration 55Q: 27 clusters Score -5.977272e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7372 members 
Mstep: Class 3 contains 111946 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 5 contains 7852 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 34357 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3113 members 
Mstep: Class 12 contains 16489 members 
Mstep: Class 13 contains 15939 members 
Mstep: Class 14 contains 13487 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84367 members 
Mstep: Class 18 contains 1836 members 
Mstep: Class 19 contains 9600 members 
Mstep: Class 21 contains 29383 members 
Mstep: Class 22 contains 23159 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 5670 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 21054 members 
Mstep: Class 27 contains 61100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59772752.000000 Penalty: 55249.664062
Iteration 56Q: 27 clusters Score -5.977275e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 111820 members 
Mstep: Class 4 contains 4239 members 
Mstep: Class 5 contains 7864 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 34481 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3132 members 
Mstep: Class 12 contains 16504 members 
Mstep: Class 13 contains 15987 members 
Mstep: Class 14 contains 13465 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84368 members 
Mstep: Class 18 contains 1831 members 
Mstep: Class 19 contains 9614 members 
Mstep: Class 21 contains 29341 members 
Mstep: Class 22 contains 23132 members 
Mstep: Class 23 contains 7771 members 
Mstep: Class 24 contains 5657 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 21113 members 
Mstep: Class 27 contains 61331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773032.000000 Penalty: 55249.664062
Iteration 57Q: 27 clusters Score -5.977303e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7328 members 
Mstep: Class 3 contains 111694 members 
Mstep: Class 4 contains 4265 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 34605 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 16521 members 
Mstep: Class 13 contains 16046 members 
Mstep: Class 14 contains 13435 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84363 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 21 contains 29305 members 
Mstep: Class 22 contains 23118 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 21155 members 
Mstep: Class 27 contains 61542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773160.000000 Penalty: 55249.664062
Iteration 58Q: 27 clusters Score -5.977316e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 111599 members 
Mstep: Class 4 contains 4298 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 34719 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3158 members 
Mstep: Class 12 contains 16528 members 
Mstep: Class 13 contains 16088 members 
Mstep: Class 14 contains 13417 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84357 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 9641 members 
Mstep: Class 21 contains 29273 members 
Mstep: Class 22 contains 23086 members 
Mstep: Class 23 contains 7248 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 21194 members 
Mstep: Class 27 contains 61757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773516.000000 Penalty: 55249.664062
Iteration 59Q: 27 clusters Score -5.977352e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 111537 members 
Mstep: Class 4 contains 4323 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 34847 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 16523 members 
Mstep: Class 13 contains 16135 members 
Mstep: Class 14 contains 13397 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84378 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 21 contains 29241 members 
Mstep: Class 22 contains 23062 members 
Mstep: Class 23 contains 6979 members 
Mstep: Class 24 contains 5608 members 
Mstep: Class 25 contains 516 members 
Mstep: Class 26 contains 21215 members 
Mstep: Class 27 contains 61939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773712.000000 Penalty: 55249.664062
Iteration 60F: 27 clusters Score -5.977371e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 111465 members 
Mstep: Class 4 contains 4343 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 34982 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 16522 members 
Mstep: Class 13 contains 16183 members 
Mstep: Class 14 contains 13388 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 84383 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 9663 members 
Mstep: Class 21 contains 29216 members 
Mstep: Class 22 contains 23030 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 21219 members 
Mstep: Class 27 contains 62128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59773972.000000 Penalty: 55249.664062
Iteration 61Q: 27 clusters Score -5.977397e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 111426 members 
Mstep: Class 4 contains 4371 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 35119 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 16526 members 
Mstep: Class 13 contains 16217 members 
Mstep: Class 14 contains 13372 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 84371 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 21 contains 29188 members 
Mstep: Class 22 contains 23002 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 512 members 
Mstep: Class 26 contains 21211 members 
Mstep: Class 27 contains 62320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774176.000000 Penalty: 55249.664062
Iteration 62Q: 27 clusters Score -5.977418e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 111394 members 
Mstep: Class 4 contains 4394 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 417 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 35234 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 16516 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 13359 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 84370 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 21 contains 29159 members 
Mstep: Class 22 contains 22963 members 
Mstep: Class 23 contains 6172 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 511 members 
Mstep: Class 26 contains 21212 members 
Mstep: Class 27 contains 62535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774312.000000 Penalty: 55249.664062
Iteration 63Q: 27 clusters Score -5.977431e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 111365 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 35365 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 16513 members 
Mstep: Class 13 contains 16288 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84372 members 
Mstep: Class 18 contains 1810 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 21 contains 29124 members 
Mstep: Class 22 contains 22930 members 
Mstep: Class 23 contains 5928 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 21217 members 
Mstep: Class 27 contains 62687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774496.000000 Penalty: 55249.664062
Iteration 64Q: 27 clusters Score -5.97745e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 111317 members 
Mstep: Class 4 contains 4440 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 35504 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 3190 members 
Mstep: Class 12 contains 16515 members 
Mstep: Class 13 contains 16312 members 
Mstep: Class 14 contains 13346 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 84368 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 9697 members 
Mstep: Class 21 contains 29083 members 
Mstep: Class 22 contains 22897 members 
Mstep: Class 23 contains 5700 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 21220 members 
Mstep: Class 27 contains 62844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774608.000000 Penalty: 55249.664062
Iteration 65Q: 27 clusters Score -5.977461e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7243 members 
Mstep: Class 3 contains 111269 members 
Mstep: Class 4 contains 4463 members 
Mstep: Class 5 contains 7938 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 415 members 
Mstep: Class 8 contains 6656 members 
Mstep: Class 9 contains 35667 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 3197 members 
Mstep: Class 12 contains 16524 members 
Mstep: Class 13 contains 16334 members 
Mstep: Class 14 contains 13333 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84364 members 
Mstep: Class 18 contains 1803 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 21 contains 29045 members 
Mstep: Class 22 contains 22866 members 
Mstep: Class 23 contains 5504 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 21226 members 
Mstep: Class 27 contains 62947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774672.000000 Penalty: 55249.664062
Iteration 66Q: 27 clusters Score -5.977467e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 111257 members 
Mstep: Class 4 contains 4482 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 6657 members 
Mstep: Class 9 contains 35864 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 16534 members 
Mstep: Class 13 contains 16351 members 
Mstep: Class 14 contains 13322 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6341 members 
Mstep: Class 17 contains 84371 members 
Mstep: Class 18 contains 1797 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 21 contains 29002 members 
Mstep: Class 22 contains 22813 members 
Mstep: Class 23 contains 5309 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 510 members 
Mstep: Class 26 contains 21220 members 
Mstep: Class 27 contains 63013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774844.000000 Penalty: 55249.664062
Iteration 67Q: 27 clusters Score -5.977484e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7211 members 
Mstep: Class 3 contains 111238 members 
Mstep: Class 4 contains 4496 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 6657 members 
Mstep: Class 9 contains 36033 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 3199 members 
Mstep: Class 12 contains 16548 members 
Mstep: Class 13 contains 16366 members 
Mstep: Class 14 contains 13319 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 84396 members 
Mstep: Class 18 contains 1790 members 
Mstep: Class 19 contains 9735 members 
Mstep: Class 21 contains 28968 members 
Mstep: Class 22 contains 22772 members 
Mstep: Class 23 contains 5138 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21222 members 
Mstep: Class 27 contains 63045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774876.000000 Penalty: 55249.664062
Iteration 68Q: 27 clusters Score -5.977488e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7204 members 
Mstep: Class 3 contains 111234 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6656 members 
Mstep: Class 9 contains 36183 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 3199 members 
Mstep: Class 12 contains 16559 members 
Mstep: Class 13 contains 16377 members 
Mstep: Class 14 contains 13313 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 84404 members 
Mstep: Class 18 contains 1786 members 
Mstep: Class 19 contains 9756 members 
Mstep: Class 21 contains 28931 members 
Mstep: Class 22 contains 22721 members 
Mstep: Class 23 contains 4959 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21226 members 
Mstep: Class 27 contains 63112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774928.000000 Penalty: 55249.664062
Iteration 69Q: 27 clusters Score -5.977493e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7195 members 
Mstep: Class 3 contains 111227 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 7987 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 36334 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 16575 members 
Mstep: Class 13 contains 16387 members 
Mstep: Class 14 contains 13308 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84409 members 
Mstep: Class 18 contains 1778 members 
Mstep: Class 19 contains 9769 members 
Mstep: Class 21 contains 28908 members 
Mstep: Class 22 contains 22694 members 
Mstep: Class 23 contains 4785 members 
Mstep: Class 24 contains 5543 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21223 members 
Mstep: Class 27 contains 63144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59774896.000000 Penalty: 55249.664062
Iteration 70Q: 27 clusters Score -5.97749e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 111226 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 36502 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 16587 members 
Mstep: Class 13 contains 16404 members 
Mstep: Class 14 contains 13298 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 84417 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 9781 members 
Mstep: Class 21 contains 28881 members 
Mstep: Class 22 contains 22662 members 
Mstep: Class 23 contains 4630 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21219 members 
Mstep: Class 27 contains 63136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775032.000000 Penalty: 55249.664062
Iteration 71Q: 27 clusters Score -5.977503e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 111227 members 
Mstep: Class 4 contains 4547 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 36662 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 16591 members 
Mstep: Class 13 contains 16416 members 
Mstep: Class 14 contains 13293 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 84430 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 9798 members 
Mstep: Class 21 contains 28866 members 
Mstep: Class 22 contains 22631 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21224 members 
Mstep: Class 27 contains 63107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775072.000000 Penalty: 55249.664062
Iteration 72Q: 27 clusters Score -5.977507e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 111213 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 8024 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 36835 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 16436 members 
Mstep: Class 14 contains 13291 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 84442 members 
Mstep: Class 18 contains 1773 members 
Mstep: Class 19 contains 9813 members 
Mstep: Class 21 contains 28843 members 
Mstep: Class 22 contains 22607 members 
Mstep: Class 23 contains 4334 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21224 members 
Mstep: Class 27 contains 63078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775224.000000 Penalty: 55249.664062
Iteration 73Q: 27 clusters Score -5.977522e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 111207 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 8031 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 37025 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 16448 members 
Mstep: Class 14 contains 13288 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 84461 members 
Mstep: Class 18 contains 1772 members 
Mstep: Class 19 contains 9821 members 
Mstep: Class 21 contains 28825 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 4163 members 
Mstep: Class 24 contains 5527 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21224 members 
Mstep: Class 27 contains 63054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775312.000000 Penalty: 55249.664062
Iteration 74Q: 27 clusters Score -5.977531e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 111211 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 37247 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 16459 members 
Mstep: Class 14 contains 13280 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84479 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 9830 members 
Mstep: Class 21 contains 28797 members 
Mstep: Class 22 contains 22577 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 5525 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21229 members 
Mstep: Class 27 contains 62978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775464.000000 Penalty: 55249.664062
Iteration 75Q: 27 clusters Score -5.977546e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 111212 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 37502 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 16596 members 
Mstep: Class 13 contains 16475 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84491 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 19 contains 9836 members 
Mstep: Class 21 contains 28772 members 
Mstep: Class 22 contains 22560 members 
Mstep: Class 23 contains 3880 members 
Mstep: Class 24 contains 5523 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21230 members 
Mstep: Class 27 contains 62887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775624.000000 Penalty: 55249.664062
Iteration 76Q: 27 clusters Score -5.977562e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7150 members 
Mstep: Class 3 contains 111213 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 37742 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 16482 members 
Mstep: Class 14 contains 13251 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 84511 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 9839 members 
Mstep: Class 21 contains 28746 members 
Mstep: Class 22 contains 22542 members 
Mstep: Class 23 contains 3740 members 
Mstep: Class 24 contains 5519 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21223 members 
Mstep: Class 27 contains 62803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775800.000000 Penalty: 55249.664062
Iteration 77Q: 27 clusters Score -5.97758e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7148 members 
Mstep: Class 3 contains 111217 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 6675 members 
Mstep: Class 9 contains 38015 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3203 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 16488 members 
Mstep: Class 14 contains 13237 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 84557 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 9844 members 
Mstep: Class 21 contains 28715 members 
Mstep: Class 22 contains 22528 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 5520 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 62648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59775756.000000 Penalty: 55249.664062
Iteration 78Q: 27 clusters Score -5.977576e+07 nChanged 775
Entering ConstructFrom: 
Score: -59775756.000000 Penalty: 55249.664062
Entering ConstructFrom: 
Trying to split cluster 1 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -302053.531250 Penalty: 1274.561646
	Iteration 0F: 2 clusters Score -302053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -299632.000000 Penalty: 2549.123291
	Iteration 0F: 3 clusters Score -299632 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300272.062500 Penalty: 2549.123291
	Iteration 1F: 3 clusters Score -300272.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -300439.468750 Penalty: 2549.123291
	Iteration 2F: 3 clusters Score -300439.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -300535.843750 Penalty: 2549.123291
	Iteration 3F: 3 clusters Score -300535.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -300618.437500 Penalty: 2549.123291
	Iteration 4Q: 3 clusters Score -300618.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -300716.312500 Penalty: 2549.123291
	Iteration 5Q: 3 clusters Score -300716.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300818.312500 Penalty: 2549.123291
	Iteration 6Q: 3 clusters Score -300818.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -300939.406250 Penalty: 2549.123291
	Iteration 7Q: 3 clusters Score -300939.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -301072.437500 Penalty: 2549.123291
	Iteration 8Q: 3 clusters Score -301072.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301171.906250 Penalty: 2549.123291
	Iteration 9Q: 3 clusters Score -301171.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -301261.312500 Penalty: 2549.123291
	Iteration 10Q: 3 clusters Score -301261.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -301305.312500 Penalty: 2549.123291
	Iteration 11Q: 3 clusters Score -301305.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -301329.937500 Penalty: 2549.123291
	Iteration 12Q: 3 clusters Score -301329.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301358.718750 Penalty: 2549.123291
	Iteration 13Q: 3 clusters Score -301358.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -301387.718750 Penalty: 2549.123291
	Iteration 14Q: 3 clusters Score -301387.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -301401.437500 Penalty: 2549.123291
	Iteration 15Q: 3 clusters Score -301401.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -301409.593750 Penalty: 2549.123291
	Iteration 16Q: 3 clusters Score -301409.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -301415.562500 Penalty: 2549.123291
	Iteration 17Q: 3 clusters Score -301415.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -301418.937500 Penalty: 2549.123291
	Iteration 18Q: 3 clusters Score -301418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -301421.187500 Penalty: 2549.123291
	Iteration 19Q: 3 clusters Score -301421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -301423.625000 Penalty: 2549.123291
	Iteration 20F: 3 clusters Score -301423.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -301425.781250 Penalty: 2549.123291
	Iteration 21Q: 3 clusters Score -301425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -301427.187500 Penalty: 2549.123291
	Iteration 22Q: 3 clusters Score -301427.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -301427.125000 Penalty: 2549.123291
	Iteration 23Q: 3 clusters Score -301427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -301427.125000 Penalty: 2549.123291
	Iteration 24F: 3 clusters Score -301427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -885576.000000 Penalty: 1442.074951
	Iteration 0F: 2 clusters Score -885576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -880287.062500 Penalty: 2884.149902
	Iteration 0F: 3 clusters Score -880287.1 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -881844.437500 Penalty: 2884.149902
	Iteration 1F: 3 clusters Score -881844.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -882030.000000 Penalty: 2884.149902
	Iteration 2F: 3 clusters Score -882030 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -882162.812500 Penalty: 2884.149902
	Iteration 3Q: 3 clusters Score -882162.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -882266.062500 Penalty: 2884.149902
	Iteration 4Q: 3 clusters Score -882266.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -882363.750000 Penalty: 2884.149902
	Iteration 5Q: 3 clusters Score -882363.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -882441.062500 Penalty: 2884.149902
	Iteration 6Q: 3 clusters Score -882441.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -882505.062500 Penalty: 2884.149902
	Iteration 7Q: 3 clusters Score -882505.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -882562.062500 Penalty: 2884.149902
	Iteration 8Q: 3 clusters Score -882562.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -882611.187500 Penalty: 2884.149902
	Iteration 9Q: 3 clusters Score -882611.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -882666.375000 Penalty: 2884.149902
	Iteration 10Q: 3 clusters Score -882666.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -882717.000000 Penalty: 2884.149902
	Iteration 11Q: 3 clusters Score -882717 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -882775.125000 Penalty: 2884.149902
	Iteration 12Q: 3 clusters Score -882775.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -882860.000000 Penalty: 2884.149902
	Iteration 13Q: 3 clusters Score -882860 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -882962.187500 Penalty: 2884.149902
	Iteration 14Q: 3 clusters Score -882962.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -883071.500000 Penalty: 2884.149902
	Iteration 15Q: 3 clusters Score -883071.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -883186.687500 Penalty: 2884.149902
	Iteration 16Q: 3 clusters Score -883186.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -883297.812500 Penalty: 2884.149902
	Iteration 17Q: 3 clusters Score -883297.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -883410.250000 Penalty: 2884.149902
	Iteration 18Q: 3 clusters Score -883410.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -883499.437500 Penalty: 2884.149902
	Iteration 19Q: 3 clusters Score -883499.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -883592.812500 Penalty: 2884.149902
	Iteration 20F: 3 clusters Score -883592.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -883711.937500 Penalty: 2884.149902
	Iteration 21Q: 3 clusters Score -883711.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -883840.750000 Penalty: 2884.149902
	Iteration 22Q: 3 clusters Score -883840.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -883958.937500 Penalty: 2884.149902
	Iteration 23Q: 3 clusters Score -883958.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -884060.875000 Penalty: 2884.149902
	Iteration 24Q: 3 clusters Score -884060.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -884133.625000 Penalty: 2884.149902
	Iteration 25Q: 3 clusters Score -884133.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -884180.062500 Penalty: 2884.149902
	Iteration 26Q: 3 clusters Score -884180.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -884215.437500 Penalty: 2884.149902
	Iteration 27Q: 3 clusters Score -884215.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -884239.000000 Penalty: 2884.149902
	Iteration 28Q: 3 clusters Score -884239 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -884255.625000 Penalty: 2884.149902
	Iteration 29Q: 3 clusters Score -884255.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -884282.562500 Penalty: 2884.149902
	Iteration 30Q: 3 clusters Score -884282.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -884301.375000 Penalty: 2884.149902
	Iteration 31Q: 3 clusters Score -884301.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -884314.562500 Penalty: 2884.149902
	Iteration 32Q: 3 clusters Score -884314.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -884322.937500 Penalty: 2884.149902
	Iteration 33Q: 3 clusters Score -884322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -884329.125000 Penalty: 2884.149902
	Iteration 34Q: 3 clusters Score -884329.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -884331.187500 Penalty: 2884.149902
	Iteration 35Q: 3 clusters Score -884331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -884332.375000 Penalty: 2884.149902
	Iteration 36Q: 3 clusters Score -884332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -884338.375000 Penalty: 2884.149902
	Iteration 37Q: 3 clusters Score -884338.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -884344.375000 Penalty: 2884.149902
	Iteration 38Q: 3 clusters Score -884344.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -884348.437500 Penalty: 2884.149902
	Iteration 39Q: 3 clusters Score -884348.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -884353.250000 Penalty: 2884.149902
	Iteration 40F: 3 clusters Score -884353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -884353.750000 Penalty: 2884.149902
	Iteration 41Q: 3 clusters Score -884353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -884355.562500 Penalty: 2884.149902
	Iteration 42Q: 3 clusters Score -884355.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -884358.125000 Penalty: 2884.149902
	Iteration 43Q: 3 clusters Score -884358.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -884359.375000 Penalty: 2884.149902
	Iteration 44Q: 3 clusters Score -884359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -884359.625000 Penalty: 2884.149902
	Iteration 45Q: 3 clusters Score -884359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -884358.500000 Penalty: 2884.149902
	Iteration 46Q: 3 clusters Score -884358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -884358.500000 Penalty: 2884.149902
	Iteration 47F: 3 clusters Score -884358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (111237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111237 members 
Entering Unmasked Estep 
Score: -14407286.000000 Penalty: 1888.155396
	Iteration 0F: 2 clusters Score -1.440729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -14338940.000000 Penalty: 3776.310791
	Iteration 0F: 3 clusters Score -1.433894e+07 nChanged 53175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -14369832.000000 Penalty: 3776.310791
	Iteration 1F: 3 clusters Score -1.436983e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -14370893.000000 Penalty: 3776.310791
	Iteration 2Q: 3 clusters Score -1.437089e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -14372697.000000 Penalty: 3776.310791
	Iteration 3Q: 3 clusters Score -1.43727e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -14375707.000000 Penalty: 3776.310791
	Iteration 4F: 3 clusters Score -1.437571e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -14380563.000000 Penalty: 3776.310791
	Iteration 5F: 3 clusters Score -1.438056e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -14387222.000000 Penalty: 3776.310791
	Iteration 6F: 3 clusters Score -1.438722e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -14393787.000000 Penalty: 3776.310791
	Iteration 7F: 3 clusters Score -1.439379e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 102204 members 
Entering Unmasked Estep 
Score: -14398659.000000 Penalty: 3776.310791
	Iteration 8F: 3 clusters Score -1.439866e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 105948 members 
Entering Unmasked Estep 
Score: -14401516.000000 Penalty: 3776.310791
	Iteration 9Q: 3 clusters Score -1.440152e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
Score: -14403242.000000 Penalty: 3776.310791
	Iteration 10Q: 3 clusters Score -1.440324e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -14404244.000000 Penalty: 3776.310791
	Iteration 11Q: 3 clusters Score -1.440424e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 109840 members 
Entering Unmasked Estep 
Score: -14404763.000000 Penalty: 3776.310791
	Iteration 12Q: 3 clusters Score -1.440476e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -14405074.000000 Penalty: 3776.310791
	Iteration 13Q: 3 clusters Score -1.440507e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110399 members 
Entering Unmasked Estep 
Score: -14405228.000000 Penalty: 3776.310791
	Iteration 14Q: 3 clusters Score -1.440523e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 110515 members 
Entering Unmasked Estep 
Score: -14405337.000000 Penalty: 3776.310791
	Iteration 15Q: 3 clusters Score -1.440534e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 110595 members 
Entering Unmasked Estep 
Score: -14405406.000000 Penalty: 3776.310791
	Iteration 16Q: 3 clusters Score -1.440541e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 110642 members 
Entering Unmasked Estep 
Score: -14405444.000000 Penalty: 3776.310791
	Iteration 17Q: 3 clusters Score -1.440544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 110671 members 
Entering Unmasked Estep 
Score: -14405484.000000 Penalty: 3776.310791
	Iteration 18Q: 3 clusters Score -1.440548e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -14405501.000000 Penalty: 3776.310791
	Iteration 19Q: 3 clusters Score -1.44055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 110703 members 
Entering Unmasked Estep 
Score: -14405507.000000 Penalty: 3776.310791
	Iteration 20F: 3 clusters Score -1.440551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -14405510.000000 Penalty: 3776.310791
	Iteration 21Q: 3 clusters Score -1.440551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 110712 members 
Entering Unmasked Estep 
Score: -14405521.000000 Penalty: 3776.310791
	Iteration 22Q: 3 clusters Score -1.440552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -14405520.000000 Penalty: 3776.310791
	Iteration 23Q: 3 clusters Score -1.440552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 110714 members 
Entering Unmasked Estep 
Score: -14405522.000000 Penalty: 3776.310791
	Iteration 24Q: 3 clusters Score -1.440552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 110716 members 
Entering Unmasked Estep 
Score: -14405517.000000 Penalty: 3776.310791
	Iteration 25Q: 3 clusters Score -1.440552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -14405517.000000 Penalty: 3776.310791
	Iteration 26Q: 3 clusters Score -1.440552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -14405518.000000 Penalty: 3776.310791
	Iteration 27Q: 3 clusters Score -1.440552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 110726 members 
Entering Unmasked Estep 
Score: -14405527.000000 Penalty: 3776.310791
	Iteration 28Q: 3 clusters Score -1.440553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -14405524.000000 Penalty: 3776.310791
	Iteration 29Q: 3 clusters Score -1.440552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 110728 members 
Entering Unmasked Estep 
Score: -14405522.000000 Penalty: 3776.310791
	Iteration 30Q: 3 clusters Score -1.440552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -14405525.000000 Penalty: 3776.310791
	Iteration 31Q: 3 clusters Score -1.440552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 110732 members 
Entering Unmasked Estep 
Score: -14405529.000000 Penalty: 3776.310791
	Iteration 32Q: 3 clusters Score -1.440553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -14405530.000000 Penalty: 3776.310791
	Iteration 33Q: 3 clusters Score -1.440553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -14405524.000000 Penalty: 3776.310791
	Iteration 34Q: 3 clusters Score -1.440552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -14405528.000000 Penalty: 3776.310791
	Iteration 35Q: 3 clusters Score -1.440553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -14405534.000000 Penalty: 3776.310791
	Iteration 36Q: 3 clusters Score -1.440553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -14405534.000000 Penalty: 3776.310791
	Iteration 37F: 3 clusters Score -1.440553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Entering Unmasked Estep 
Score: -582513.000000 Penalty: 1370.917725
	Iteration 0F: 2 clusters Score -582513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -578754.750000 Penalty: 2741.835449
	Iteration 0F: 3 clusters Score -578754.8 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -579775.062500 Penalty: 2741.835449
	Iteration 1F: 3 clusters Score -579775.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -579951.187500 Penalty: 2741.835449
	Iteration 2F: 3 clusters Score -579951.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -580062.500000 Penalty: 2741.835449
	Iteration 3Q: 3 clusters Score -580062.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -580144.437500 Penalty: 2741.835449
	Iteration 4Q: 3 clusters Score -580144.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -580206.437500 Penalty: 2741.835449
	Iteration 5Q: 3 clusters Score -580206.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -580262.625000 Penalty: 2741.835449
	Iteration 6Q: 3 clusters Score -580262.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -580303.937500 Penalty: 2741.835449
	Iteration 7Q: 3 clusters Score -580303.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -580335.312500 Penalty: 2741.835449
	Iteration 8Q: 3 clusters Score -580335.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -580367.250000 Penalty: 2741.835449
	Iteration 9Q: 3 clusters Score -580367.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -580408.437500 Penalty: 2741.835449
	Iteration 10Q: 3 clusters Score -580408.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -580446.875000 Penalty: 2741.835449
	Iteration 11Q: 3 clusters Score -580446.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -580499.187500 Penalty: 2741.835449
	Iteration 12Q: 3 clusters Score -580499.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -580557.187500 Penalty: 2741.835449
	Iteration 13Q: 3 clusters Score -580557.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -580613.437500 Penalty: 2741.835449
	Iteration 14Q: 3 clusters Score -580613.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -580667.562500 Penalty: 2741.835449
	Iteration 15Q: 3 clusters Score -580667.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -580722.312500 Penalty: 2741.835449
	Iteration 16Q: 3 clusters Score -580722.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -580764.562500 Penalty: 2741.835449
	Iteration 17Q: 3 clusters Score -580764.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -580806.062500 Penalty: 2741.835449
	Iteration 18Q: 3 clusters Score -580806.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -580840.437500 Penalty: 2741.835449
	Iteration 19Q: 3 clusters Score -580840.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -580869.000000 Penalty: 2741.835449
	Iteration 20F: 3 clusters Score -580869 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -580895.000000 Penalty: 2741.835449
	Iteration 21Q: 3 clusters Score -580895 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -580921.812500 Penalty: 2741.835449
	Iteration 22Q: 3 clusters Score -580921.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -580968.750000 Penalty: 2741.835449
	Iteration 23Q: 3 clusters Score -580968.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -581001.375000 Penalty: 2741.835449
	Iteration 24Q: 3 clusters Score -581001.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -581034.562500 Penalty: 2741.835449
	Iteration 25Q: 3 clusters Score -581034.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -581072.750000 Penalty: 2741.835449
	Iteration 26Q: 3 clusters Score -581072.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -581102.187500 Penalty: 2741.835449
	Iteration 27Q: 3 clusters Score -581102.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -581132.687500 Penalty: 2741.835449
	Iteration 28Q: 3 clusters Score -581132.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -581167.937500 Penalty: 2741.835449
	Iteration 29Q: 3 clusters Score -581167.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -581198.875000 Penalty: 2741.835449
	Iteration 30Q: 3 clusters Score -581198.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -581212.750000 Penalty: 2741.835449
	Iteration 31Q: 3 clusters Score -581212.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -581226.375000 Penalty: 2741.835449
	Iteration 32Q: 3 clusters Score -581226.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -581234.437500 Penalty: 2741.835449
	Iteration 33Q: 3 clusters Score -581234.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -581246.250000 Penalty: 2741.835449
	Iteration 34Q: 3 clusters Score -581246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -581253.000000 Penalty: 2741.835449
	Iteration 35Q: 3 clusters Score -581253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -581257.500000 Penalty: 2741.835449
	Iteration 36Q: 3 clusters Score -581257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -581263.437500 Penalty: 2741.835449
	Iteration 37Q: 3 clusters Score -581263.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -581272.125000 Penalty: 2741.835449
	Iteration 38Q: 3 clusters Score -581272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -581281.687500 Penalty: 2741.835449
	Iteration 39Q: 3 clusters Score -581281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -581287.937500 Penalty: 2741.835449
	Iteration 40F: 3 clusters Score -581287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -581290.750000 Penalty: 2741.835449
	Iteration 41Q: 3 clusters Score -581290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -581294.375000 Penalty: 2741.835449
	Iteration 42Q: 3 clusters Score -581294.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -581296.687500 Penalty: 2741.835449
	Iteration 43Q: 3 clusters Score -581296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -581298.812500 Penalty: 2741.835449
	Iteration 44Q: 3 clusters Score -581298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -581300.937500 Penalty: 2741.835449
	Iteration 45Q: 3 clusters Score -581300.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -581302.062500 Penalty: 2741.835449
	Iteration 46Q: 3 clusters Score -581302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -581302.562500 Penalty: 2741.835449
	Iteration 47Q: 3 clusters Score -581302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -581302.562500 Penalty: 2741.835449
	Iteration 48F: 3 clusters Score -581302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Entering Unmasked Estep 
Score: -1018984.500000 Penalty: 1461.492554
	Iteration 0F: 2 clusters Score -1018984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1013040.625000 Penalty: 2922.985107
	Iteration 0F: 3 clusters Score -1013041 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1014785.500000 Penalty: 2922.985107
	Iteration 1F: 3 clusters Score -1014786 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1014986.937500 Penalty: 2922.985107
	Iteration 2F: 3 clusters Score -1014987 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1015154.437500 Penalty: 2922.985107
	Iteration 3Q: 3 clusters Score -1015154 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1015311.375000 Penalty: 2922.985107
	Iteration 4Q: 3 clusters Score -1015311 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1015457.000000 Penalty: 2922.985107
	Iteration 5Q: 3 clusters Score -1015457 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1015608.812500 Penalty: 2922.985107
	Iteration 6Q: 3 clusters Score -1015609 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1015739.125000 Penalty: 2922.985107
	Iteration 7Q: 3 clusters Score -1015739 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1015892.250000 Penalty: 2922.985107
	Iteration 8Q: 3 clusters Score -1015892 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1016043.562500 Penalty: 2922.985107
	Iteration 9Q: 3 clusters Score -1016044 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1016176.187500 Penalty: 2922.985107
	Iteration 10Q: 3 clusters Score -1016176 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1016310.750000 Penalty: 2922.985107
	Iteration 11Q: 3 clusters Score -1016311 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1016465.625000 Penalty: 2922.985107
	Iteration 12Q: 3 clusters Score -1016466 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1016612.812500 Penalty: 2922.985107
	Iteration 13Q: 3 clusters Score -1016613 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1016752.562500 Penalty: 2922.985107
	Iteration 14Q: 3 clusters Score -1016753 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1016878.625000 Penalty: 2922.985107
	Iteration 15Q: 3 clusters Score -1016879 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1016970.250000 Penalty: 2922.985107
	Iteration 16Q: 3 clusters Score -1016970 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1017033.250000 Penalty: 2922.985107
	Iteration 17Q: 3 clusters Score -1017033 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1017087.437500 Penalty: 2922.985107
	Iteration 18Q: 3 clusters Score -1017087 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1017131.500000 Penalty: 2922.985107
	Iteration 19Q: 3 clusters Score -1017132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1017173.187500 Penalty: 2922.985107
	Iteration 20F: 3 clusters Score -1017173 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1017196.812500 Penalty: 2922.985107
	Iteration 21Q: 3 clusters Score -1017197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1017216.187500 Penalty: 2922.985107
	Iteration 22Q: 3 clusters Score -1017216 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1017241.750000 Penalty: 2922.985107
	Iteration 23Q: 3 clusters Score -1017242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1017264.312500 Penalty: 2922.985107
	Iteration 24Q: 3 clusters Score -1017264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1017284.750000 Penalty: 2922.985107
	Iteration 25Q: 3 clusters Score -1017285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1017295.312500 Penalty: 2922.985107
	Iteration 26Q: 3 clusters Score -1017295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1017305.000000 Penalty: 2922.985107
	Iteration 27Q: 3 clusters Score -1017305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1017317.437500 Penalty: 2922.985107
	Iteration 28Q: 3 clusters Score -1017317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1017331.437500 Penalty: 2922.985107
	Iteration 29Q: 3 clusters Score -1017331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1017347.625000 Penalty: 2922.985107
	Iteration 30Q: 3 clusters Score -1017348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1017359.125000 Penalty: 2922.985107
	Iteration 31Q: 3 clusters Score -1017359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1017372.625000 Penalty: 2922.985107
	Iteration 32Q: 3 clusters Score -1017373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1017381.562500 Penalty: 2922.985107
	Iteration 33Q: 3 clusters Score -1017382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1017392.125000 Penalty: 2922.985107
	Iteration 34Q: 3 clusters Score -1017392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1017399.562500 Penalty: 2922.985107
	Iteration 35Q: 3 clusters Score -1017400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1017413.125000 Penalty: 2922.985107
	Iteration 36Q: 3 clusters Score -1017413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1017425.687500 Penalty: 2922.985107
	Iteration 37Q: 3 clusters Score -1017426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1017438.625000 Penalty: 2922.985107
	Iteration 38Q: 3 clusters Score -1017439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1017444.875000 Penalty: 2922.985107
	Iteration 39Q: 3 clusters Score -1017445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1017457.062500 Penalty: 2922.985107
	Iteration 40F: 3 clusters Score -1017457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1017465.687500 Penalty: 2922.985107
	Iteration 41Q: 3 clusters Score -1017466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1017475.187500 Penalty: 2922.985107
	Iteration 42Q: 3 clusters Score -1017475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1017483.312500 Penalty: 2922.985107
	Iteration 43Q: 3 clusters Score -1017483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1017485.312500 Penalty: 2922.985107
	Iteration 44Q: 3 clusters Score -1017485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1017494.187500 Penalty: 2922.985107
	Iteration 45Q: 3 clusters Score -1017494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1017498.250000 Penalty: 2922.985107
	Iteration 46Q: 3 clusters Score -1017498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1017500.875000 Penalty: 2922.985107
	Iteration 47Q: 3 clusters Score -1017501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1017503.250000 Penalty: 2922.985107
	Iteration 48Q: 3 clusters Score -1017503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1017507.187500 Penalty: 2922.985107
	Iteration 49Q: 3 clusters Score -1017507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1017510.750000 Penalty: 2922.985107
	Iteration 50Q: 3 clusters Score -1017511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1017516.437500 Penalty: 2922.985107
	Iteration 51Q: 3 clusters Score -1017516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1017519.812500 Penalty: 2922.985107
	Iteration 52Q: 3 clusters Score -1017520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1017520.937500 Penalty: 2922.985107
	Iteration 53Q: 3 clusters Score -1017521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1017525.062500 Penalty: 2922.985107
	Iteration 54Q: 3 clusters Score -1017525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1017527.000000 Penalty: 2922.985107
	Iteration 55Q: 3 clusters Score -1017527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1017533.812500 Penalty: 2922.985107
	Iteration 56Q: 3 clusters Score -1017534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1017537.375000 Penalty: 2922.985107
	Iteration 57Q: 3 clusters Score -1017537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1017537.812500 Penalty: 2922.985107
	Iteration 58Q: 3 clusters Score -1017538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1017538.500000 Penalty: 2922.985107
	Iteration 59Q: 3 clusters Score -1017538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1017540.500000 Penalty: 2922.985107
	Iteration 60F: 3 clusters Score -1017540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1017541.562500 Penalty: 2922.985107
	Iteration 61Q: 3 clusters Score -1017542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1017543.500000 Penalty: 2922.985107
	Iteration 62Q: 3 clusters Score -1017544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1017544.562500 Penalty: 2922.985107
	Iteration 63Q: 3 clusters Score -1017545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1017546.687500 Penalty: 2922.985107
	Iteration 64Q: 3 clusters Score -1017547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1017548.500000 Penalty: 2922.985107
	Iteration 65Q: 3 clusters Score -1017548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1017549.812500 Penalty: 2922.985107
	Iteration 66Q: 3 clusters Score -1017550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1017553.250000 Penalty: 2922.985107
	Iteration 67Q: 3 clusters Score -1017553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1017553.250000 Penalty: 2922.985107
	Iteration 68F: 3 clusters Score -1017553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -29231.445312 Penalty: 892.622498
	Iteration 0F: 2 clusters Score -29231.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28450.904297 Penalty: 1785.244995
	Iteration 0F: 3 clusters Score -28450.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28551.544922 Penalty: 1785.244995
	Iteration 1F: 3 clusters Score -28551.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28572.482422 Penalty: 1785.244995
	Iteration 2Q: 3 clusters Score -28572.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28578.771484 Penalty: 1785.244995
	Iteration 3Q: 3 clusters Score -28578.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28578.771484 Penalty: 1785.244995
	Iteration 4F: 3 clusters Score -28578.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -28133.343750 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -28133.34 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 200 members 
Entering Unmasked Estep 
Score: -27489.150391 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -27489.15 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28418.482422 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -28418.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -29081.607422 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -29081.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -29547.207031 Penalty: 1957.620483
	Iteration 3Q: 3 clusters Score -29547.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29619.263672 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -29619.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29669.287109 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -29669.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29672.726562 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -29672.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -29672.726562 Penalty: 1957.620483
	Iteration 7F: 3 clusters Score -29672.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 111237 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 38309 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 84593 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 253 members 
Mstep: Class 21 contains 28683 members 
Mstep: Class 22 contains 22519 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 62447 members 
Entering Unmasked Estep 
Score: -59776296.000000 Penalty: 57374.648438
Splitting cluster 7 changes total score from -59775756.000000 to -59776296.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -837231.000000 Penalty: 1431.043945
	Iteration 0F: 2 clusters Score -837231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -832182.625000 Penalty: 2862.087891
	Iteration 0F: 3 clusters Score -832182.6 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -833696.937500 Penalty: 2862.087891
	Iteration 1F: 3 clusters Score -833696.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -833892.687500 Penalty: 2862.087891
	Iteration 2F: 3 clusters Score -833892.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -834065.250000 Penalty: 2862.087891
	Iteration 3F: 3 clusters Score -834065.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -834219.062500 Penalty: 2862.087891
	Iteration 4Q: 3 clusters Score -834219.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -834357.312500 Penalty: 2862.087891
	Iteration 5Q: 3 clusters Score -834357.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -834477.312500 Penalty: 2862.087891
	Iteration 6Q: 3 clusters Score -834477.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -834615.250000 Penalty: 2862.087891
	Iteration 7Q: 3 clusters Score -834615.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -834803.375000 Penalty: 2862.087891
	Iteration 8Q: 3 clusters Score -834803.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -835052.125000 Penalty: 2862.087891
	Iteration 9Q: 3 clusters Score -835052.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -835347.187500 Penalty: 2862.087891
	Iteration 10Q: 3 clusters Score -835347.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -835591.250000 Penalty: 2862.087891
	Iteration 11Q: 3 clusters Score -835591.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -835792.562500 Penalty: 2862.087891
	Iteration 12Q: 3 clusters Score -835792.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -835986.500000 Penalty: 2862.087891
	Iteration 13Q: 3 clusters Score -835986.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -836100.750000 Penalty: 2862.087891
	Iteration 14Q: 3 clusters Score -836100.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -836173.750000 Penalty: 2862.087891
	Iteration 15Q: 3 clusters Score -836173.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -836223.562500 Penalty: 2862.087891
	Iteration 16Q: 3 clusters Score -836223.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -836276.750000 Penalty: 2862.087891
	Iteration 17Q: 3 clusters Score -836276.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -836310.937500 Penalty: 2862.087891
	Iteration 18Q: 3 clusters Score -836310.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -836342.000000 Penalty: 2862.087891
	Iteration 19Q: 3 clusters Score -836342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -836355.875000 Penalty: 2862.087891
	Iteration 20F: 3 clusters Score -836355.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -836370.000000 Penalty: 2862.087891
	Iteration 21Q: 3 clusters Score -836370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -836378.062500 Penalty: 2862.087891
	Iteration 22Q: 3 clusters Score -836378.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -836386.250000 Penalty: 2862.087891
	Iteration 23Q: 3 clusters Score -836386.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -836391.625000 Penalty: 2862.087891
	Iteration 24Q: 3 clusters Score -836391.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -836394.187500 Penalty: 2862.087891
	Iteration 25Q: 3 clusters Score -836394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -836398.500000 Penalty: 2862.087891
	Iteration 26Q: 3 clusters Score -836398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -836400.000000 Penalty: 2862.087891
	Iteration 27Q: 3 clusters Score -836400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -836400.875000 Penalty: 2862.087891
	Iteration 28Q: 3 clusters Score -836400.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -836403.375000 Penalty: 2862.087891
	Iteration 29Q: 3 clusters Score -836403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -836402.000000 Penalty: 2862.087891
	Iteration 30Q: 3 clusters Score -836402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -836401.625000 Penalty: 2862.087891
	Iteration 31Q: 3 clusters Score -836401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -836401.625000 Penalty: 2862.087891
	Iteration 32F: 3 clusters Score -836401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Entering Unmasked Estep 
Score: -4963092.000000 Penalty: 1714.933960
	Iteration 0F: 2 clusters Score -4963092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4937484.000000 Penalty: 3429.867920
	Iteration 0F: 3 clusters Score -4937484 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4947296.000000 Penalty: 3429.867920
	Iteration 1F: 3 clusters Score -4947296 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4947772.500000 Penalty: 3429.867920
	Iteration 2Q: 3 clusters Score -4947772 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4948254.500000 Penalty: 3429.867920
	Iteration 3Q: 3 clusters Score -4948254 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -4948809.000000 Penalty: 3429.867920
	Iteration 4Q: 3 clusters Score -4948809 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4949394.000000 Penalty: 3429.867920
	Iteration 5Q: 3 clusters Score -4949394 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4950059.500000 Penalty: 3429.867920
	Iteration 6Q: 3 clusters Score -4950060 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4950697.000000 Penalty: 3429.867920
	Iteration 7Q: 3 clusters Score -4950697 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -4951245.500000 Penalty: 3429.867920
	Iteration 8Q: 3 clusters Score -4951246 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4951700.000000 Penalty: 3429.867920
	Iteration 9Q: 3 clusters Score -4951700 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -4952142.000000 Penalty: 3429.867920
	Iteration 10Q: 3 clusters Score -4952142 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4952507.000000 Penalty: 3429.867920
	Iteration 11Q: 3 clusters Score -4952507 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4952770.500000 Penalty: 3429.867920
	Iteration 12Q: 3 clusters Score -4952770 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4952922.500000 Penalty: 3429.867920
	Iteration 13Q: 3 clusters Score -4952922 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -4953095.000000 Penalty: 3429.867920
	Iteration 14Q: 3 clusters Score -4953095 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4953221.000000 Penalty: 3429.867920
	Iteration 15Q: 3 clusters Score -4953221 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -4953320.500000 Penalty: 3429.867920
	Iteration 16Q: 3 clusters Score -4953320 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4953420.000000 Penalty: 3429.867920
	Iteration 17Q: 3 clusters Score -4953420 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -4953517.000000 Penalty: 3429.867920
	Iteration 18Q: 3 clusters Score -4953517 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4953630.000000 Penalty: 3429.867920
	Iteration 19Q: 3 clusters Score -4953630 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4953763.500000 Penalty: 3429.867920
	Iteration 20F: 3 clusters Score -4953764 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -4953917.000000 Penalty: 3429.867920
	Iteration 21Q: 3 clusters Score -4953917 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4954098.500000 Penalty: 3429.867920
	Iteration 22Q: 3 clusters Score -4954098 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4954387.000000 Penalty: 3429.867920
	Iteration 23Q: 3 clusters Score -4954387 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -4954783.000000 Penalty: 3429.867920
	Iteration 24Q: 3 clusters Score -4954783 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4955274.000000 Penalty: 3429.867920
	Iteration 25Q: 3 clusters Score -4955274 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4955881.500000 Penalty: 3429.867920
	Iteration 26Q: 3 clusters Score -4955882 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -4956679.500000 Penalty: 3429.867920
	Iteration 27Q: 3 clusters Score -4956680 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4957515.500000 Penalty: 3429.867920
	Iteration 28Q: 3 clusters Score -4957516 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4958532.500000 Penalty: 3429.867920
	Iteration 29Q: 3 clusters Score -4958532 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4959441.500000 Penalty: 3429.867920
	Iteration 30Q: 3 clusters Score -4959442 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4960177.500000 Penalty: 3429.867920
	Iteration 31Q: 3 clusters Score -4960178 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4960640.000000 Penalty: 3429.867920
	Iteration 32Q: 3 clusters Score -4960640 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4960904.500000 Penalty: 3429.867920
	Iteration 33Q: 3 clusters Score -4960904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4961036.500000 Penalty: 3429.867920
	Iteration 34Q: 3 clusters Score -4961036 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4961128.000000 Penalty: 3429.867920
	Iteration 35Q: 3 clusters Score -4961128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4961192.000000 Penalty: 3429.867920
	Iteration 36Q: 3 clusters Score -4961192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4961253.500000 Penalty: 3429.867920
	Iteration 37Q: 3 clusters Score -4961254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4961273.000000 Penalty: 3429.867920
	Iteration 38Q: 3 clusters Score -4961273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4961290.500000 Penalty: 3429.867920
	Iteration 39Q: 3 clusters Score -4961290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4961388.500000 Penalty: 3429.867920
	Iteration 40F: 3 clusters Score -4961388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4961507.000000 Penalty: 3429.867920
	Iteration 41Q: 3 clusters Score -4961507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4961547.500000 Penalty: 3429.867920
	Iteration 42Q: 3 clusters Score -4961548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4961578.500000 Penalty: 3429.867920
	Iteration 43Q: 3 clusters Score -4961578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4961597.000000 Penalty: 3429.867920
	Iteration 44Q: 3 clusters Score -4961597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4961608.500000 Penalty: 3429.867920
	Iteration 45Q: 3 clusters Score -4961608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4961612.000000 Penalty: 3429.867920
	Iteration 46Q: 3 clusters Score -4961612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4961619.000000 Penalty: 3429.867920
	Iteration 47Q: 3 clusters Score -4961619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4961621.000000 Penalty: 3429.867920
	Iteration 48Q: 3 clusters Score -4961621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4961619.500000 Penalty: 3429.867920
	Iteration 49Q: 3 clusters Score -4961620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4961619.500000 Penalty: 3429.867920
	Iteration 50F: 3 clusters Score -4961620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Entering Unmasked Estep 
Score: -83279.781250 Penalty: 1087.866333
	Iteration 0F: 2 clusters Score -83279.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82153.859375 Penalty: 2175.732666
	Iteration 0F: 3 clusters Score -82153.86 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82522.679688 Penalty: 2175.732666
	Iteration 1F: 3 clusters Score -82522.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82663.843750 Penalty: 2175.732666
	Iteration 2F: 3 clusters Score -82663.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82734.039062 Penalty: 2175.732666
	Iteration 3Q: 3 clusters Score -82734.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82840.234375 Penalty: 2175.732666
	Iteration 4Q: 3 clusters Score -82840.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82938.437500 Penalty: 2175.732666
	Iteration 5Q: 3 clusters Score -82938.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82999.687500 Penalty: 2175.732666
	Iteration 6Q: 3 clusters Score -82999.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83032.992188 Penalty: 2175.732666
	Iteration 7Q: 3 clusters Score -83032.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -83085.070312 Penalty: 2175.732666
	Iteration 8Q: 3 clusters Score -83085.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83163.007812 Penalty: 2175.732666
	Iteration 9Q: 3 clusters Score -83163.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83210.851562 Penalty: 2175.732666
	Iteration 10Q: 3 clusters Score -83210.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83244.726562 Penalty: 2175.732666
	Iteration 11Q: 3 clusters Score -83244.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -83268.804688 Penalty: 2175.732666
	Iteration 12Q: 3 clusters Score -83268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83282.320312 Penalty: 2175.732666
	Iteration 13Q: 3 clusters Score -83282.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83316.531250 Penalty: 2175.732666
	Iteration 14Q: 3 clusters Score -83316.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83365.195312 Penalty: 2175.732666
	Iteration 15Q: 3 clusters Score -83365.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83388.468750 Penalty: 2175.732666
	Iteration 16Q: 3 clusters Score -83388.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83398.062500 Penalty: 2175.732666
	Iteration 17Q: 3 clusters Score -83398.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83408.117188 Penalty: 2175.732666
	Iteration 18Q: 3 clusters Score -83408.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83414.179688 Penalty: 2175.732666
	Iteration 19Q: 3 clusters Score -83414.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83417.750000 Penalty: 2175.732666
	Iteration 20F: 3 clusters Score -83417.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83419.609375 Penalty: 2175.732666
	Iteration 21Q: 3 clusters Score -83419.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83419.609375 Penalty: 2175.732666
	Iteration 22F: 3 clusters Score -83419.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 111237 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 38309 members 
Mstep: Class 10 contains 357 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 84593 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 253 members 
Mstep: Class 21 contains 28683 members 
Mstep: Class 22 contains 22519 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 62447 members 
Mstep: Class 28 contains 451 members 
Entering Unmasked Estep 
Score: -59775384.000000 Penalty: 59499.636719
Splitting cluster 10 changes total score from -59775756.000000 to -59775384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -375438.906250 Penalty: 1311.725220
	Iteration 0F: 2 clusters Score -375438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -372580.968750 Penalty: 2623.450439
	Iteration 0F: 3 clusters Score -372581 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -373336.781250 Penalty: 2623.450439
	Iteration 1F: 3 clusters Score -373336.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -373557.687500 Penalty: 2623.450439
	Iteration 2F: 3 clusters Score -373557.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -373712.875000 Penalty: 2623.450439
	Iteration 3F: 3 clusters Score -373712.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -373817.781250 Penalty: 2623.450439
	Iteration 4F: 3 clusters Score -373817.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -373911.750000 Penalty: 2623.450439
	Iteration 5Q: 3 clusters Score -373911.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -373972.937500 Penalty: 2623.450439
	Iteration 6Q: 3 clusters Score -373972.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -374016.187500 Penalty: 2623.450439
	Iteration 7Q: 3 clusters Score -374016.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -374051.531250 Penalty: 2623.450439
	Iteration 8Q: 3 clusters Score -374051.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -374086.750000 Penalty: 2623.450439
	Iteration 9Q: 3 clusters Score -374086.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -374120.000000 Penalty: 2623.450439
	Iteration 10Q: 3 clusters Score -374120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -374154.875000 Penalty: 2623.450439
	Iteration 11Q: 3 clusters Score -374154.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -374187.375000 Penalty: 2623.450439
	Iteration 12Q: 3 clusters Score -374187.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -374218.125000 Penalty: 2623.450439
	Iteration 13Q: 3 clusters Score -374218.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -374271.656250 Penalty: 2623.450439
	Iteration 14Q: 3 clusters Score -374271.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -374318.750000 Penalty: 2623.450439
	Iteration 15Q: 3 clusters Score -374318.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -374384.343750 Penalty: 2623.450439
	Iteration 16Q: 3 clusters Score -374384.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -374468.250000 Penalty: 2623.450439
	Iteration 17Q: 3 clusters Score -374468.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -374575.937500 Penalty: 2623.450439
	Iteration 18Q: 3 clusters Score -374575.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -374656.781250 Penalty: 2623.450439
	Iteration 19Q: 3 clusters Score -374656.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -374725.218750 Penalty: 2623.450439
	Iteration 20F: 3 clusters Score -374725.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -374795.843750 Penalty: 2623.450439
	Iteration 21Q: 3 clusters Score -374795.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -374859.343750 Penalty: 2623.450439
	Iteration 22Q: 3 clusters Score -374859.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -374925.437500 Penalty: 2623.450439
	Iteration 23Q: 3 clusters Score -374925.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -374976.406250 Penalty: 2623.450439
	Iteration 24Q: 3 clusters Score -374976.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -375023.843750 Penalty: 2623.450439
	Iteration 25Q: 3 clusters Score -375023.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -375044.343750 Penalty: 2623.450439
	Iteration 26Q: 3 clusters Score -375044.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -375067.093750 Penalty: 2623.450439
	Iteration 27Q: 3 clusters Score -375067.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -375084.343750 Penalty: 2623.450439
	Iteration 28Q: 3 clusters Score -375084.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -375097.031250 Penalty: 2623.450439
	Iteration 29Q: 3 clusters Score -375097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -375106.375000 Penalty: 2623.450439
	Iteration 30Q: 3 clusters Score -375106.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -375116.687500 Penalty: 2623.450439
	Iteration 31Q: 3 clusters Score -375116.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -375131.500000 Penalty: 2623.450439
	Iteration 32Q: 3 clusters Score -375131.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -375143.312500 Penalty: 2623.450439
	Iteration 33Q: 3 clusters Score -375143.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -375149.656250 Penalty: 2623.450439
	Iteration 34Q: 3 clusters Score -375149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -375156.656250 Penalty: 2623.450439
	Iteration 35Q: 3 clusters Score -375156.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -375162.000000 Penalty: 2623.450439
	Iteration 36Q: 3 clusters Score -375162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -375164.718750 Penalty: 2623.450439
	Iteration 37Q: 3 clusters Score -375164.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -375168.625000 Penalty: 2623.450439
	Iteration 38Q: 3 clusters Score -375168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -375189.468750 Penalty: 2623.450439
	Iteration 39Q: 3 clusters Score -375189.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -375199.937500 Penalty: 2623.450439
	Iteration 40F: 3 clusters Score -375199.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -375208.031250 Penalty: 2623.450439
	Iteration 41Q: 3 clusters Score -375208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -375211.812500 Penalty: 2623.450439
	Iteration 42Q: 3 clusters Score -375211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -375213.187500 Penalty: 2623.450439
	Iteration 43Q: 3 clusters Score -375213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -375214.562500 Penalty: 2623.450439
	Iteration 44Q: 3 clusters Score -375214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -375215.343750 Penalty: 2623.450439
	Iteration 45Q: 3 clusters Score -375215.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -375215.343750 Penalty: 2623.450439
	Iteration 46F: 3 clusters Score -375215.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Entering Unmasked Estep 
Score: -2153584.500000 Penalty: 1579.184937
	Iteration 0F: 2 clusters Score -2153584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2142168.000000 Penalty: 3158.369873
	Iteration 0F: 3 clusters Score -2142168 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2146023.750000 Penalty: 3158.369873
	Iteration 1F: 3 clusters Score -2146024 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2146324.750000 Penalty: 3158.369873
	Iteration 2Q: 3 clusters Score -2146325 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2146561.250000 Penalty: 3158.369873
	Iteration 3Q: 3 clusters Score -2146561 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2146799.000000 Penalty: 3158.369873
	Iteration 4Q: 3 clusters Score -2146799 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2147061.000000 Penalty: 3158.369873
	Iteration 5Q: 3 clusters Score -2147061 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2147341.500000 Penalty: 3158.369873
	Iteration 6Q: 3 clusters Score -2147342 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2147705.250000 Penalty: 3158.369873
	Iteration 7Q: 3 clusters Score -2147705 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2148152.250000 Penalty: 3158.369873
	Iteration 8Q: 3 clusters Score -2148152 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2148706.000000 Penalty: 3158.369873
	Iteration 9Q: 3 clusters Score -2148706 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2149295.000000 Penalty: 3158.369873
	Iteration 10F: 3 clusters Score -2149295 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2149916.250000 Penalty: 3158.369873
	Iteration 11Q: 3 clusters Score -2149916 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2150496.000000 Penalty: 3158.369873
	Iteration 12Q: 3 clusters Score -2150496 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2150993.500000 Penalty: 3158.369873
	Iteration 13Q: 3 clusters Score -2150994 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2151406.250000 Penalty: 3158.369873
	Iteration 14Q: 3 clusters Score -2151406 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2151720.250000 Penalty: 3158.369873
	Iteration 15Q: 3 clusters Score -2151720 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2151910.000000 Penalty: 3158.369873
	Iteration 16Q: 3 clusters Score -2151910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2152047.750000 Penalty: 3158.369873
	Iteration 17Q: 3 clusters Score -2152048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2152143.500000 Penalty: 3158.369873
	Iteration 18Q: 3 clusters Score -2152144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2152179.750000 Penalty: 3158.369873
	Iteration 19Q: 3 clusters Score -2152180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2152195.750000 Penalty: 3158.369873
	Iteration 20F: 3 clusters Score -2152196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2152215.000000 Penalty: 3158.369873
	Iteration 21Q: 3 clusters Score -2152215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2152222.500000 Penalty: 3158.369873
	Iteration 22Q: 3 clusters Score -2152222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2152235.000000 Penalty: 3158.369873
	Iteration 23Q: 3 clusters Score -2152235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2152245.000000 Penalty: 3158.369873
	Iteration 24Q: 3 clusters Score -2152245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2152249.000000 Penalty: 3158.369873
	Iteration 25Q: 3 clusters Score -2152249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2152251.500000 Penalty: 3158.369873
	Iteration 26Q: 3 clusters Score -2152252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2152253.750000 Penalty: 3158.369873
	Iteration 27Q: 3 clusters Score -2152254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2152254.250000 Penalty: 3158.369873
	Iteration 28Q: 3 clusters Score -2152254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2152255.500000 Penalty: 3158.369873
	Iteration 29Q: 3 clusters Score -2152256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2152258.750000 Penalty: 3158.369873
	Iteration 30Q: 3 clusters Score -2152259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2152258.750000 Penalty: 3158.369873
	Iteration 31Q: 3 clusters Score -2152259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2152262.000000 Penalty: 3158.369873
	Iteration 32Q: 3 clusters Score -2152262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2152261.250000 Penalty: 3158.369873
	Iteration 33Q: 3 clusters Score -2152261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2152263.000000 Penalty: 3158.369873
	Iteration 34Q: 3 clusters Score -2152263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2152267.500000 Penalty: 3158.369873
	Iteration 35Q: 3 clusters Score -2152268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2152273.000000 Penalty: 3158.369873
	Iteration 36Q: 3 clusters Score -2152273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2152276.500000 Penalty: 3158.369873
	Iteration 37Q: 3 clusters Score -2152276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2152275.500000 Penalty: 3158.369873
	Iteration 38Q: 3 clusters Score -2152276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2152278.000000 Penalty: 3158.369873
	Iteration 39Q: 3 clusters Score -2152278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2152281.250000 Penalty: 3158.369873
	Iteration 40F: 3 clusters Score -2152281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2152282.000000 Penalty: 3158.369873
	Iteration 41Q: 3 clusters Score -2152282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2152286.750000 Penalty: 3158.369873
	Iteration 42Q: 3 clusters Score -2152287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2152290.000000 Penalty: 3158.369873
	Iteration 43Q: 3 clusters Score -2152290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2152290.500000 Penalty: 3158.369873
	Iteration 44Q: 3 clusters Score -2152290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2152290.250000 Penalty: 3158.369873
	Iteration 45Q: 3 clusters Score -2152290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2152290.250000 Penalty: 3158.369873
	Iteration 46F: 3 clusters Score -2152290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Entering Unmasked Estep 
Score: -2141265.500000 Penalty: 1578.007080
	Iteration 0F: 2 clusters Score -2141266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2129957.250000 Penalty: 3156.014160
	Iteration 0F: 3 clusters Score -2129957 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2133912.250000 Penalty: 3156.014160
	Iteration 1F: 3 clusters Score -2133912 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2134243.250000 Penalty: 3156.014160
	Iteration 2F: 3 clusters Score -2134243 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2134529.250000 Penalty: 3156.014160
	Iteration 3Q: 3 clusters Score -2134529 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2134787.750000 Penalty: 3156.014160
	Iteration 4Q: 3 clusters Score -2134788 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2135041.000000 Penalty: 3156.014160
	Iteration 5Q: 3 clusters Score -2135041 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2135311.250000 Penalty: 3156.014160
	Iteration 6Q: 3 clusters Score -2135311 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2135649.250000 Penalty: 3156.014160
	Iteration 7Q: 3 clusters Score -2135649 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2136146.750000 Penalty: 3156.014160
	Iteration 8Q: 3 clusters Score -2136147 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2136818.750000 Penalty: 3156.014160
	Iteration 9F: 3 clusters Score -2136819 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2137543.000000 Penalty: 3156.014160
	Iteration 10F: 3 clusters Score -2137543 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2138130.000000 Penalty: 3156.014160
	Iteration 11Q: 3 clusters Score -2138130 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2138439.000000 Penalty: 3156.014160
	Iteration 12Q: 3 clusters Score -2138439 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2138596.000000 Penalty: 3156.014160
	Iteration 13Q: 3 clusters Score -2138596 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2138708.500000 Penalty: 3156.014160
	Iteration 14Q: 3 clusters Score -2138708 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2138784.250000 Penalty: 3156.014160
	Iteration 15Q: 3 clusters Score -2138784 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2138841.500000 Penalty: 3156.014160
	Iteration 16Q: 3 clusters Score -2138842 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -2138886.000000 Penalty: 3156.014160
	Iteration 17Q: 3 clusters Score -2138886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2138913.750000 Penalty: 3156.014160
	Iteration 18Q: 3 clusters Score -2138914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2138932.750000 Penalty: 3156.014160
	Iteration 19Q: 3 clusters Score -2138933 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2138942.000000 Penalty: 3156.014160
	Iteration 20F: 3 clusters Score -2138942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2138956.250000 Penalty: 3156.014160
	Iteration 21Q: 3 clusters Score -2138956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2138961.750000 Penalty: 3156.014160
	Iteration 22Q: 3 clusters Score -2138962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2138968.000000 Penalty: 3156.014160
	Iteration 23Q: 3 clusters Score -2138968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2138973.250000 Penalty: 3156.014160
	Iteration 24Q: 3 clusters Score -2138973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2138972.750000 Penalty: 3156.014160
	Iteration 25Q: 3 clusters Score -2138973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2138973.750000 Penalty: 3156.014160
	Iteration 26Q: 3 clusters Score -2138974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2138983.000000 Penalty: 3156.014160
	Iteration 27Q: 3 clusters Score -2138983 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2138987.750000 Penalty: 3156.014160
	Iteration 28Q: 3 clusters Score -2138988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2138997.250000 Penalty: 3156.014160
	Iteration 29Q: 3 clusters Score -2138997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2139000.000000 Penalty: 3156.014160
	Iteration 30Q: 3 clusters Score -2139000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2139002.750000 Penalty: 3156.014160
	Iteration 31Q: 3 clusters Score -2139003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2139009.500000 Penalty: 3156.014160
	Iteration 32Q: 3 clusters Score -2139010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2139012.250000 Penalty: 3156.014160
	Iteration 33Q: 3 clusters Score -2139012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2139011.000000 Penalty: 3156.014160
	Iteration 34Q: 3 clusters Score -2139011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2139016.000000 Penalty: 3156.014160
	Iteration 35Q: 3 clusters Score -2139016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2139013.750000 Penalty: 3156.014160
	Iteration 36Q: 3 clusters Score -2139014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2139018.500000 Penalty: 3156.014160
	Iteration 37Q: 3 clusters Score -2139018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2139022.250000 Penalty: 3156.014160
	Iteration 38Q: 3 clusters Score -2139022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2139022.000000 Penalty: 3156.014160
	Iteration 39Q: 3 clusters Score -2139022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2139025.250000 Penalty: 3156.014160
	Iteration 40F: 3 clusters Score -2139025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2139032.000000 Penalty: 3156.014160
	Iteration 41Q: 3 clusters Score -2139032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2139028.750000 Penalty: 3156.014160
	Iteration 42Q: 3 clusters Score -2139029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2139030.500000 Penalty: 3156.014160
	Iteration 43Q: 3 clusters Score -2139030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2139031.000000 Penalty: 3156.014160
	Iteration 44Q: 3 clusters Score -2139031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2139033.250000 Penalty: 3156.014160
	Iteration 45Q: 3 clusters Score -2139033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2139037.000000 Penalty: 3156.014160
	Iteration 46Q: 3 clusters Score -2139037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2139038.250000 Penalty: 3156.014160
	Iteration 47Q: 3 clusters Score -2139038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2139042.250000 Penalty: 3156.014160
	Iteration 48Q: 3 clusters Score -2139042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2139044.250000 Penalty: 3156.014160
	Iteration 49Q: 3 clusters Score -2139044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2139041.750000 Penalty: 3156.014160
	Iteration 50Q: 3 clusters Score -2139042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2139041.750000 Penalty: 3156.014160
	Iteration 51Q: 3 clusters Score -2139042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2139041.750000 Penalty: 3156.014160
	Iteration 52Q: 3 clusters Score -2139042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2139041.500000 Penalty: 3156.014160
	Iteration 53Q: 3 clusters Score -2139042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2139045.250000 Penalty: 3156.014160
	Iteration 54Q: 3 clusters Score -2139045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2139041.750000 Penalty: 3156.014160
	Iteration 55Q: 3 clusters Score -2139042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2139039.500000 Penalty: 3156.014160
	Iteration 56Q: 3 clusters Score -2139040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2139038.250000 Penalty: 3156.014160
	Iteration 57Q: 3 clusters Score -2139038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2139038.000000 Penalty: 3156.014160
	Iteration 58Q: 3 clusters Score -2139038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2139036.750000 Penalty: 3156.014160
	Iteration 59Q: 3 clusters Score -2139037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2139035.000000 Penalty: 3156.014160
	Iteration 60F: 3 clusters Score -2139035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Entering Unmasked Estep 
Score: -1720346.750000 Penalty: 1542.066040
	Iteration 0F: 2 clusters Score -1720347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1711175.250000 Penalty: 3084.132080
	Iteration 0F: 3 clusters Score -1711175 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1714270.625000 Penalty: 3084.132080
	Iteration 1F: 3 clusters Score -1714271 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1714567.750000 Penalty: 3084.132080
	Iteration 2F: 3 clusters Score -1714568 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1714839.250000 Penalty: 3084.132080
	Iteration 3Q: 3 clusters Score -1714839 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1715075.375000 Penalty: 3084.132080
	Iteration 4Q: 3 clusters Score -1715075 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1715294.375000 Penalty: 3084.132080
	Iteration 5Q: 3 clusters Score -1715294 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1715494.875000 Penalty: 3084.132080
	Iteration 6Q: 3 clusters Score -1715495 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1715706.250000 Penalty: 3084.132080
	Iteration 7Q: 3 clusters Score -1715706 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1715956.500000 Penalty: 3084.132080
	Iteration 8Q: 3 clusters Score -1715956 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1716262.125000 Penalty: 3084.132080
	Iteration 9Q: 3 clusters Score -1716262 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1716673.500000 Penalty: 3084.132080
	Iteration 10Q: 3 clusters Score -1716674 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1717155.625000 Penalty: 3084.132080
	Iteration 11Q: 3 clusters Score -1717156 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1717605.750000 Penalty: 3084.132080
	Iteration 12Q: 3 clusters Score -1717606 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1717909.875000 Penalty: 3084.132080
	Iteration 13Q: 3 clusters Score -1717910 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1718090.625000 Penalty: 3084.132080
	Iteration 14Q: 3 clusters Score -1718091 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1718204.250000 Penalty: 3084.132080
	Iteration 15Q: 3 clusters Score -1718204 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1718294.000000 Penalty: 3084.132080
	Iteration 16Q: 3 clusters Score -1718294 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1718351.125000 Penalty: 3084.132080
	Iteration 17Q: 3 clusters Score -1718351 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1718397.000000 Penalty: 3084.132080
	Iteration 18Q: 3 clusters Score -1718397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1718440.000000 Penalty: 3084.132080
	Iteration 19Q: 3 clusters Score -1718440 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1718477.500000 Penalty: 3084.132080
	Iteration 20F: 3 clusters Score -1718478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1718502.625000 Penalty: 3084.132080
	Iteration 21Q: 3 clusters Score -1718503 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1718522.000000 Penalty: 3084.132080
	Iteration 22Q: 3 clusters Score -1718522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1718542.375000 Penalty: 3084.132080
	Iteration 23Q: 3 clusters Score -1718542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1718563.500000 Penalty: 3084.132080
	Iteration 24Q: 3 clusters Score -1718564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1718583.000000 Penalty: 3084.132080
	Iteration 25Q: 3 clusters Score -1718583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1718596.750000 Penalty: 3084.132080
	Iteration 26Q: 3 clusters Score -1718597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1718606.375000 Penalty: 3084.132080
	Iteration 27Q: 3 clusters Score -1718606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1718624.000000 Penalty: 3084.132080
	Iteration 28Q: 3 clusters Score -1718624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1718635.500000 Penalty: 3084.132080
	Iteration 29Q: 3 clusters Score -1718636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1718645.500000 Penalty: 3084.132080
	Iteration 30Q: 3 clusters Score -1718646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1718656.500000 Penalty: 3084.132080
	Iteration 31Q: 3 clusters Score -1718656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1718654.250000 Penalty: 3084.132080
	Iteration 32Q: 3 clusters Score -1718654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1718661.000000 Penalty: 3084.132080
	Iteration 33Q: 3 clusters Score -1718661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1718664.375000 Penalty: 3084.132080
	Iteration 34Q: 3 clusters Score -1718664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1718673.250000 Penalty: 3084.132080
	Iteration 35Q: 3 clusters Score -1718673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1718675.000000 Penalty: 3084.132080
	Iteration 36Q: 3 clusters Score -1718675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1718678.250000 Penalty: 3084.132080
	Iteration 37Q: 3 clusters Score -1718678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1718682.625000 Penalty: 3084.132080
	Iteration 38Q: 3 clusters Score -1718683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1718686.750000 Penalty: 3084.132080
	Iteration 39Q: 3 clusters Score -1718687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1718685.875000 Penalty: 3084.132080
	Iteration 40F: 3 clusters Score -1718686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1718684.875000 Penalty: 3084.132080
	Iteration 41Q: 3 clusters Score -1718685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1718685.000000 Penalty: 3084.132080
	Iteration 42Q: 3 clusters Score -1718685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1718686.125000 Penalty: 3084.132080
	Iteration 43Q: 3 clusters Score -1718686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1718686.375000 Penalty: 3084.132080
	Iteration 44Q: 3 clusters Score -1718686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1718687.625000 Penalty: 3084.132080
	Iteration 45Q: 3 clusters Score -1718688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1718692.000000 Penalty: 3084.132080
	Iteration 46Q: 3 clusters Score -1718692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1718691.250000 Penalty: 3084.132080
	Iteration 47Q: 3 clusters Score -1718691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1718691.125000 Penalty: 3084.132080
	Iteration 48Q: 3 clusters Score -1718691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1718694.000000 Penalty: 3084.132080
	Iteration 49Q: 3 clusters Score -1718694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1718695.125000 Penalty: 3084.132080
	Iteration 50Q: 3 clusters Score -1718695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1718697.125000 Penalty: 3084.132080
	Iteration 51Q: 3 clusters Score -1718697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1718694.750000 Penalty: 3084.132080
	Iteration 52Q: 3 clusters Score -1718695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1718694.625000 Penalty: 3084.132080
	Iteration 53Q: 3 clusters Score -1718695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1718694.625000 Penalty: 3084.132080
	Iteration 54Q: 3 clusters Score -1718695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1718692.750000 Penalty: 3084.132080
	Iteration 55Q: 3 clusters Score -1718693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1718692.750000 Penalty: 3084.132080
	Iteration 56Q: 3 clusters Score -1718693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1718692.750000 Penalty: 3084.132080
	Iteration 57F: 3 clusters Score -1718693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -138642.078125 Penalty: 1140.781006
	Iteration 0F: 2 clusters Score -138642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137110.953125 Penalty: 2281.562012
	Iteration 0F: 3 clusters Score -137111 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137397.406250 Penalty: 2281.562012
	Iteration 1F: 3 clusters Score -137397.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137475.015625 Penalty: 2281.562012
	Iteration 2F: 3 clusters Score -137475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137526.796875 Penalty: 2281.562012
	Iteration 3Q: 3 clusters Score -137526.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137565.531250 Penalty: 2281.562012
	Iteration 4Q: 3 clusters Score -137565.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137606.125000 Penalty: 2281.562012
	Iteration 5Q: 3 clusters Score -137606.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137640.953125 Penalty: 2281.562012
	Iteration 6Q: 3 clusters Score -137641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137660.296875 Penalty: 2281.562012
	Iteration 7Q: 3 clusters Score -137660.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137672.718750 Penalty: 2281.562012
	Iteration 8Q: 3 clusters Score -137672.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -137690.781250 Penalty: 2281.562012
	Iteration 9Q: 3 clusters Score -137690.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137705.750000 Penalty: 2281.562012
	Iteration 10Q: 3 clusters Score -137705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -137712.687500 Penalty: 2281.562012
	Iteration 11Q: 3 clusters Score -137712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -137713.296875 Penalty: 2281.562012
	Iteration 12Q: 3 clusters Score -137713.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137714.531250 Penalty: 2281.562012
	Iteration 13Q: 3 clusters Score -137714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -137719.406250 Penalty: 2281.562012
	Iteration 14Q: 3 clusters Score -137719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -137726.156250 Penalty: 2281.562012
	Iteration 15Q: 3 clusters Score -137726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137729.187500 Penalty: 2281.562012
	Iteration 16Q: 3 clusters Score -137729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -137729.687500 Penalty: 2281.562012
	Iteration 17Q: 3 clusters Score -137729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -137729.968750 Penalty: 2281.562012
	Iteration 18Q: 3 clusters Score -137730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -137730.187500 Penalty: 2281.562012
	Iteration 19Q: 3 clusters Score -137730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -137730.734375 Penalty: 2281.562012
	Iteration 20F: 3 clusters Score -137730.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137731.015625 Penalty: 2281.562012
	Iteration 21Q: 3 clusters Score -137731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137731.906250 Penalty: 2281.562012
	Iteration 22Q: 3 clusters Score -137731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -137731.906250 Penalty: 2281.562012
	Iteration 23F: 3 clusters Score -137731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -798235.500000 Penalty: 1422.525391
	Iteration 0F: 2 clusters Score -798235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -793403.437500 Penalty: 2845.050781
	Iteration 0F: 3 clusters Score -793403.4 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -794924.062500 Penalty: 2845.050781
	Iteration 1F: 3 clusters Score -794924.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -795191.687500 Penalty: 2845.050781
	Iteration 2F: 3 clusters Score -795191.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -795418.437500 Penalty: 2845.050781
	Iteration 3F: 3 clusters Score -795418.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -795604.125000 Penalty: 2845.050781
	Iteration 4F: 3 clusters Score -795604.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -795778.937500 Penalty: 2845.050781
	Iteration 5Q: 3 clusters Score -795778.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -795940.125000 Penalty: 2845.050781
	Iteration 6Q: 3 clusters Score -795940.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -796065.125000 Penalty: 2845.050781
	Iteration 7Q: 3 clusters Score -796065.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -796175.062500 Penalty: 2845.050781
	Iteration 8Q: 3 clusters Score -796175.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -796256.750000 Penalty: 2845.050781
	Iteration 9Q: 3 clusters Score -796256.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -796325.687500 Penalty: 2845.050781
	Iteration 10Q: 3 clusters Score -796325.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -796386.375000 Penalty: 2845.050781
	Iteration 11Q: 3 clusters Score -796386.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -796431.625000 Penalty: 2845.050781
	Iteration 12Q: 3 clusters Score -796431.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -796475.687500 Penalty: 2845.050781
	Iteration 13Q: 3 clusters Score -796475.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -796516.875000 Penalty: 2845.050781
	Iteration 14Q: 3 clusters Score -796516.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -796566.250000 Penalty: 2845.050781
	Iteration 15Q: 3 clusters Score -796566.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -796617.062500 Penalty: 2845.050781
	Iteration 16Q: 3 clusters Score -796617.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -796659.187500 Penalty: 2845.050781
	Iteration 17Q: 3 clusters Score -796659.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -796696.812500 Penalty: 2845.050781
	Iteration 18Q: 3 clusters Score -796696.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -796741.500000 Penalty: 2845.050781
	Iteration 19Q: 3 clusters Score -796741.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -796781.625000 Penalty: 2845.050781
	Iteration 20F: 3 clusters Score -796781.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -796817.687500 Penalty: 2845.050781
	Iteration 21Q: 3 clusters Score -796817.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -796849.687500 Penalty: 2845.050781
	Iteration 22Q: 3 clusters Score -796849.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -796871.312500 Penalty: 2845.050781
	Iteration 23Q: 3 clusters Score -796871.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -796888.812500 Penalty: 2845.050781
	Iteration 24Q: 3 clusters Score -796888.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -796904.000000 Penalty: 2845.050781
	Iteration 25Q: 3 clusters Score -796904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -796920.937500 Penalty: 2845.050781
	Iteration 26Q: 3 clusters Score -796920.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -796942.875000 Penalty: 2845.050781
	Iteration 27Q: 3 clusters Score -796942.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -796964.250000 Penalty: 2845.050781
	Iteration 28Q: 3 clusters Score -796964.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -796983.562500 Penalty: 2845.050781
	Iteration 29Q: 3 clusters Score -796983.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -797000.750000 Penalty: 2845.050781
	Iteration 30Q: 3 clusters Score -797000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -797014.687500 Penalty: 2845.050781
	Iteration 31Q: 3 clusters Score -797014.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -797025.687500 Penalty: 2845.050781
	Iteration 32Q: 3 clusters Score -797025.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -797036.125000 Penalty: 2845.050781
	Iteration 33Q: 3 clusters Score -797036.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -797043.937500 Penalty: 2845.050781
	Iteration 34Q: 3 clusters Score -797043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -797055.062500 Penalty: 2845.050781
	Iteration 35Q: 3 clusters Score -797055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -797062.000000 Penalty: 2845.050781
	Iteration 36Q: 3 clusters Score -797062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -797065.812500 Penalty: 2845.050781
	Iteration 37Q: 3 clusters Score -797065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -797069.562500 Penalty: 2845.050781
	Iteration 38Q: 3 clusters Score -797069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -797072.000000 Penalty: 2845.050781
	Iteration 39Q: 3 clusters Score -797072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -797075.625000 Penalty: 2845.050781
	Iteration 40F: 3 clusters Score -797075.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -797083.062500 Penalty: 2845.050781
	Iteration 41Q: 3 clusters Score -797083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -797090.125000 Penalty: 2845.050781
	Iteration 42Q: 3 clusters Score -797090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -797093.375000 Penalty: 2845.050781
	Iteration 43Q: 3 clusters Score -797093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -797100.625000 Penalty: 2845.050781
	Iteration 44Q: 3 clusters Score -797100.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -797107.812500 Penalty: 2845.050781
	Iteration 45Q: 3 clusters Score -797107.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -797111.625000 Penalty: 2845.050781
	Iteration 46Q: 3 clusters Score -797111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -797114.625000 Penalty: 2845.050781
	Iteration 47Q: 3 clusters Score -797114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -797117.062500 Penalty: 2845.050781
	Iteration 48Q: 3 clusters Score -797117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -797118.937500 Penalty: 2845.050781
	Iteration 49Q: 3 clusters Score -797118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -797118.937500 Penalty: 2845.050781
	Iteration 50F: 3 clusters Score -797118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Entering Unmasked Estep 
Score: -10835977.000000 Penalty: 1843.661133
	Iteration 0F: 2 clusters Score -1.083598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -10779740.000000 Penalty: 3687.322266
	Iteration 0F: 3 clusters Score -1.077974e+07 nChanged 40285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -10803415.000000 Penalty: 3687.322266
	Iteration 1F: 3 clusters Score -1.080342e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -10804752.000000 Penalty: 3687.322266
	Iteration 2Q: 3 clusters Score -1.080475e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -10807105.000000 Penalty: 3687.322266
	Iteration 3F: 3 clusters Score -1.08071e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -10811110.000000 Penalty: 3687.322266
	Iteration 4F: 3 clusters Score -1.081111e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 64676 members 
Entering Unmasked Estep 
Score: -10816982.000000 Penalty: 3687.322266
	Iteration 5F: 3 clusters Score -1.081698e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -10823451.000000 Penalty: 3687.322266
	Iteration 6F: 3 clusters Score -1.082345e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -10828615.000000 Penalty: 3687.322266
	Iteration 7F: 3 clusters Score -1.082862e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -10831728.000000 Penalty: 3687.322266
	Iteration 8Q: 3 clusters Score -1.083173e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -10833230.000000 Penalty: 3687.322266
	Iteration 9Q: 3 clusters Score -1.083323e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -10833904.000000 Penalty: 3687.322266
	Iteration 10Q: 3 clusters Score -1.08339e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 82974 members 
Entering Unmasked Estep 
Score: -10834212.000000 Penalty: 3687.322266
	Iteration 11Q: 3 clusters Score -1.083421e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 83153 members 
Entering Unmasked Estep 
Score: -10834369.000000 Penalty: 3687.322266
	Iteration 12Q: 3 clusters Score -1.083437e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -10834491.000000 Penalty: 3687.322266
	Iteration 13Q: 3 clusters Score -1.083449e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -10834557.000000 Penalty: 3687.322266
	Iteration 14Q: 3 clusters Score -1.083456e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -10834613.000000 Penalty: 3687.322266
	Iteration 15Q: 3 clusters Score -1.083461e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -10834646.000000 Penalty: 3687.322266
	Iteration 16Q: 3 clusters Score -1.083465e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -10834673.000000 Penalty: 3687.322266
	Iteration 17Q: 3 clusters Score -1.083467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 83538 members 
Entering Unmasked Estep 
Score: -10834674.000000 Penalty: 3687.322266
	Iteration 18Q: 3 clusters Score -1.083467e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -10834680.000000 Penalty: 3687.322266
	Iteration 19Q: 3 clusters Score -1.083468e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -10834687.000000 Penalty: 3687.322266
	Iteration 20F: 3 clusters Score -1.083469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -10834697.000000 Penalty: 3687.322266
	Iteration 21Q: 3 clusters Score -1.08347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -10834698.000000 Penalty: 3687.322266
	Iteration 22Q: 3 clusters Score -1.08347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -10834695.000000 Penalty: 3687.322266
	Iteration 23Q: 3 clusters Score -1.08347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 83640 members 
Entering Unmasked Estep 
Score: -10834699.000000 Penalty: 3687.322266
	Iteration 24Q: 3 clusters Score -1.08347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -10834696.000000 Penalty: 3687.322266
	Iteration 25Q: 3 clusters Score -1.08347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -10834701.000000 Penalty: 3687.322266
	Iteration 26Q: 3 clusters Score -1.08347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 83654 members 
Entering Unmasked Estep 
Score: -10834718.000000 Penalty: 3687.322266
	Iteration 27Q: 3 clusters Score -1.083472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -10834715.000000 Penalty: 3687.322266
	Iteration 28Q: 3 clusters Score -1.083472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -10834710.000000 Penalty: 3687.322266
	Iteration 29Q: 3 clusters Score -1.083471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -10834717.000000 Penalty: 3687.322266
	Iteration 30Q: 3 clusters Score -1.083472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -10834712.000000 Penalty: 3687.322266
	Iteration 31Q: 3 clusters Score -1.083471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -10834716.000000 Penalty: 3687.322266
	Iteration 32Q: 3 clusters Score -1.083472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 83677 members 
Entering Unmasked Estep 
Score: -10834706.000000 Penalty: 3687.322266
	Iteration 33Q: 3 clusters Score -1.083471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -10834716.000000 Penalty: 3687.322266
	Iteration 34Q: 3 clusters Score -1.083472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -10834715.000000 Penalty: 3687.322266
	Iteration 35Q: 3 clusters Score -1.083472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -10834715.000000 Penalty: 3687.322266
	Iteration 36F: 3 clusters Score -1.083472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -220390.437500 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -220390.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -218411.109375 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -218411.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -218824.171875 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -218824.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -218925.171875 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -218925.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -219012.359375 Penalty: 2429.853516
	Iteration 3F: 3 clusters Score -219012.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -219058.640625 Penalty: 2429.853516
	Iteration 4Q: 3 clusters Score -219058.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -219084.656250 Penalty: 2429.853516
	Iteration 5Q: 3 clusters Score -219084.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219113.718750 Penalty: 2429.853516
	Iteration 6Q: 3 clusters Score -219113.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -219142.437500 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -219142.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -219161.328125 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -219161.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -219175.250000 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -219175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219183.781250 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -219183.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219194.125000 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -219194.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -219206.265625 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -219206.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219217.578125 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -219217.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -219224.203125 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -219224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -219229.593750 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -219229.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -219235.062500 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -219235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -219244.140625 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -219244.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -219250.000000 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -219250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -219254.718750 Penalty: 2429.853516
	Iteration 19Q: 3 clusters Score -219254.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -219260.687500 Penalty: 2429.853516
	Iteration 20F: 3 clusters Score -219260.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -219262.781250 Penalty: 2429.853516
	Iteration 21Q: 3 clusters Score -219262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219263.921875 Penalty: 2429.853516
	Iteration 22Q: 3 clusters Score -219263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219263.812500 Penalty: 2429.853516
	Iteration 23Q: 3 clusters Score -219263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219264.203125 Penalty: 2429.853516
	Iteration 24Q: 3 clusters Score -219264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -219264.203125 Penalty: 2429.853516
	Iteration 25F: 3 clusters Score -219264.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Entering Unmasked Estep 
Score: -1160937.250000 Penalty: 1494.240967
	Iteration 0F: 2 clusters Score -1160937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1153795.000000 Penalty: 2988.481934
	Iteration 0F: 3 clusters Score -1153795 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1156213.625000 Penalty: 2988.481934
	Iteration 1F: 3 clusters Score -1156214 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1156569.125000 Penalty: 2988.481934
	Iteration 2F: 3 clusters Score -1156569 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1156910.750000 Penalty: 2988.481934
	Iteration 3F: 3 clusters Score -1156911 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1157197.125000 Penalty: 2988.481934
	Iteration 4F: 3 clusters Score -1157197 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1157475.250000 Penalty: 2988.481934
	Iteration 5F: 3 clusters Score -1157475 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1157746.875000 Penalty: 2988.481934
	Iteration 6F: 3 clusters Score -1157747 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1157999.500000 Penalty: 2988.481934
	Iteration 7Q: 3 clusters Score -1158000 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1158227.250000 Penalty: 2988.481934
	Iteration 8Q: 3 clusters Score -1158227 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1158439.000000 Penalty: 2988.481934
	Iteration 9Q: 3 clusters Score -1158439 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1158639.750000 Penalty: 2988.481934
	Iteration 10Q: 3 clusters Score -1158640 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1158856.500000 Penalty: 2988.481934
	Iteration 11Q: 3 clusters Score -1158856 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1159024.125000 Penalty: 2988.481934
	Iteration 12Q: 3 clusters Score -1159024 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1159207.875000 Penalty: 2988.481934
	Iteration 13Q: 3 clusters Score -1159208 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1159362.750000 Penalty: 2988.481934
	Iteration 14Q: 3 clusters Score -1159363 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1159517.500000 Penalty: 2988.481934
	Iteration 15Q: 3 clusters Score -1159518 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1159670.625000 Penalty: 2988.481934
	Iteration 16Q: 3 clusters Score -1159671 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1159816.250000 Penalty: 2988.481934
	Iteration 17Q: 3 clusters Score -1159816 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1159944.000000 Penalty: 2988.481934
	Iteration 18Q: 3 clusters Score -1159944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1160043.875000 Penalty: 2988.481934
	Iteration 19Q: 3 clusters Score -1160044 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1160129.625000 Penalty: 2988.481934
	Iteration 20F: 3 clusters Score -1160130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1160216.875000 Penalty: 2988.481934
	Iteration 21Q: 3 clusters Score -1160217 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1160280.625000 Penalty: 2988.481934
	Iteration 22Q: 3 clusters Score -1160281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1160311.625000 Penalty: 2988.481934
	Iteration 23Q: 3 clusters Score -1160312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1160336.750000 Penalty: 2988.481934
	Iteration 24Q: 3 clusters Score -1160337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1160344.750000 Penalty: 2988.481934
	Iteration 25Q: 3 clusters Score -1160345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1160348.875000 Penalty: 2988.481934
	Iteration 26Q: 3 clusters Score -1160349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1160354.375000 Penalty: 2988.481934
	Iteration 27Q: 3 clusters Score -1160354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1160358.125000 Penalty: 2988.481934
	Iteration 28Q: 3 clusters Score -1160358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1160364.500000 Penalty: 2988.481934
	Iteration 29Q: 3 clusters Score -1160364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1160366.125000 Penalty: 2988.481934
	Iteration 30Q: 3 clusters Score -1160366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1160366.375000 Penalty: 2988.481934
	Iteration 31Q: 3 clusters Score -1160366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1160369.500000 Penalty: 2988.481934
	Iteration 32Q: 3 clusters Score -1160370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1160372.250000 Penalty: 2988.481934
	Iteration 33Q: 3 clusters Score -1160372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1160371.125000 Penalty: 2988.481934
	Iteration 34Q: 3 clusters Score -1160371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1160372.250000 Penalty: 2988.481934
	Iteration 35Q: 3 clusters Score -1160372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1160371.750000 Penalty: 2988.481934
	Iteration 36Q: 3 clusters Score -1160372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1160373.250000 Penalty: 2988.481934
	Iteration 37Q: 3 clusters Score -1160373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1160373.250000 Penalty: 2988.481934
	Iteration 38F: 3 clusters Score -1160373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Entering Unmasked Estep 
Score: -3621662.000000 Penalty: 1667.909790
	Iteration 0F: 2 clusters Score -3621662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3602315.500000 Penalty: 3335.819580
	Iteration 0F: 3 clusters Score -3602316 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3609736.250000 Penalty: 3335.819580
	Iteration 1F: 3 clusters Score -3609736 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -3610215.000000 Penalty: 3335.819580
	Iteration 2Q: 3 clusters Score -3610215 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3610867.000000 Penalty: 3335.819580
	Iteration 3F: 3 clusters Score -3610867 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -3611794.250000 Penalty: 3335.819580
	Iteration 4F: 3 clusters Score -3611794 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3612936.000000 Penalty: 3335.819580
	Iteration 5F: 3 clusters Score -3612936 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3614478.250000 Penalty: 3335.819580
	Iteration 6F: 3 clusters Score -3614478 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3616213.000000 Penalty: 3335.819580
	Iteration 7F: 3 clusters Score -3616213 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3617830.000000 Penalty: 3335.819580
	Iteration 8F: 3 clusters Score -3617830 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3619141.750000 Penalty: 3335.819580
	Iteration 9Q: 3 clusters Score -3619142 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3620080.750000 Penalty: 3335.819580
	Iteration 10Q: 3 clusters Score -3620081 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3620627.750000 Penalty: 3335.819580
	Iteration 11Q: 3 clusters Score -3620628 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3621036.750000 Penalty: 3335.819580
	Iteration 12Q: 3 clusters Score -3621037 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3621378.750000 Penalty: 3335.819580
	Iteration 13Q: 3 clusters Score -3621379 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3621666.000000 Penalty: 3335.819580
	Iteration 14Q: 3 clusters Score -3621666 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3621855.500000 Penalty: 3335.819580
	Iteration 15Q: 3 clusters Score -3621856 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3621980.500000 Penalty: 3335.819580
	Iteration 16Q: 3 clusters Score -3621980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3622047.250000 Penalty: 3335.819580
	Iteration 17Q: 3 clusters Score -3622047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3622082.500000 Penalty: 3335.819580
	Iteration 18Q: 3 clusters Score -3622082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3622093.750000 Penalty: 3335.819580
	Iteration 19Q: 3 clusters Score -3622094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3622114.000000 Penalty: 3335.819580
	Iteration 20F: 3 clusters Score -3622114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3622130.500000 Penalty: 3335.819580
	Iteration 21Q: 3 clusters Score -3622130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3622146.500000 Penalty: 3335.819580
	Iteration 22Q: 3 clusters Score -3622146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3622160.250000 Penalty: 3335.819580
	Iteration 23Q: 3 clusters Score -3622160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3622167.250000 Penalty: 3335.819580
	Iteration 24Q: 3 clusters Score -3622167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -3622169.500000 Penalty: 3335.819580
	Iteration 25Q: 3 clusters Score -3622170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -3622172.500000 Penalty: 3335.819580
	Iteration 26Q: 3 clusters Score -3622172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3622173.500000 Penalty: 3335.819580
	Iteration 27Q: 3 clusters Score -3622174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3622176.250000 Penalty: 3335.819580
	Iteration 28Q: 3 clusters Score -3622176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3622177.250000 Penalty: 3335.819580
	Iteration 29Q: 3 clusters Score -3622177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3622178.500000 Penalty: 3335.819580
	Iteration 30Q: 3 clusters Score -3622178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3622181.500000 Penalty: 3335.819580
	Iteration 31Q: 3 clusters Score -3622182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3622187.750000 Penalty: 3335.819580
	Iteration 32Q: 3 clusters Score -3622188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3622188.500000 Penalty: 3335.819580
	Iteration 33Q: 3 clusters Score -3622188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -3622186.250000 Penalty: 3335.819580
	Iteration 34Q: 3 clusters Score -3622186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -3622194.750000 Penalty: 3335.819580
	Iteration 35Q: 3 clusters Score -3622195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3622194.750000 Penalty: 3335.819580
	Iteration 36Q: 3 clusters Score -3622195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3622195.000000 Penalty: 3335.819580
	Iteration 37Q: 3 clusters Score -3622195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3622200.250000 Penalty: 3335.819580
	Iteration 38Q: 3 clusters Score -3622200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3622206.500000 Penalty: 3335.819580
	Iteration 39Q: 3 clusters Score -3622206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3622205.500000 Penalty: 3335.819580
	Iteration 40F: 3 clusters Score -3622206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -3622206.250000 Penalty: 3335.819580
	Iteration 41Q: 3 clusters Score -3622206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3622205.250000 Penalty: 3335.819580
	Iteration 42Q: 3 clusters Score -3622205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3622203.750000 Penalty: 3335.819580
	Iteration 43Q: 3 clusters Score -3622204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -3622199.750000 Penalty: 3335.819580
	Iteration 44Q: 3 clusters Score -3622200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3622203.500000 Penalty: 3335.819580
	Iteration 45Q: 3 clusters Score -3622204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3622203.000000 Penalty: 3335.819580
	Iteration 46Q: 3 clusters Score -3622203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3622201.000000 Penalty: 3335.819580
	Iteration 47Q: 3 clusters Score -3622201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3622201.000000 Penalty: 3335.819580
	Iteration 48F: 3 clusters Score -3622201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 111237 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 38309 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 84593 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 253 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 22519 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 509 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 62447 members 
Mstep: Class 28 contains 26923 members 
Entering Unmasked Estep 
Score: -59776532.000000 Penalty: 59499.636719
Splitting cluster 21 changes total score from -59775756.000000 to -59776532.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (22519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Entering Unmasked Estep 
Score: -2822400.250000 Penalty: 1628.593628
	Iteration 0F: 2 clusters Score -2822400 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 11371 members 
Entering Unmasked Estep 
Score: -2807043.000000 Penalty: 3257.187256
	Iteration 0F: 3 clusters Score -2807043 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2812747.500000 Penalty: 3257.187256
	Iteration 1F: 3 clusters Score -2812748 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2813275.500000 Penalty: 3257.187256
	Iteration 2F: 3 clusters Score -2813276 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2813871.250000 Penalty: 3257.187256
	Iteration 3F: 3 clusters Score -2813871 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2814687.000000 Penalty: 3257.187256
	Iteration 4F: 3 clusters Score -2814687 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2815914.000000 Penalty: 3257.187256
	Iteration 5F: 3 clusters Score -2815914 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2817529.250000 Penalty: 3257.187256
	Iteration 6F: 3 clusters Score -2817529 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2819169.500000 Penalty: 3257.187256
	Iteration 7F: 3 clusters Score -2819170 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2820444.000000 Penalty: 3257.187256
	Iteration 8F: 3 clusters Score -2820444 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -2821178.250000 Penalty: 3257.187256
	Iteration 9Q: 3 clusters Score -2821178 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2821513.750000 Penalty: 3257.187256
	Iteration 10Q: 3 clusters Score -2821514 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2821687.250000 Penalty: 3257.187256
	Iteration 11Q: 3 clusters Score -2821687 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2821771.750000 Penalty: 3257.187256
	Iteration 12Q: 3 clusters Score -2821772 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2821823.250000 Penalty: 3257.187256
	Iteration 13Q: 3 clusters Score -2821823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2821855.250000 Penalty: 3257.187256
	Iteration 14Q: 3 clusters Score -2821855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2821877.750000 Penalty: 3257.187256
	Iteration 15Q: 3 clusters Score -2821878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2821889.500000 Penalty: 3257.187256
	Iteration 16Q: 3 clusters Score -2821890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2821902.500000 Penalty: 3257.187256
	Iteration 17Q: 3 clusters Score -2821902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2821910.750000 Penalty: 3257.187256
	Iteration 18Q: 3 clusters Score -2821911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -2821915.250000 Penalty: 3257.187256
	Iteration 19Q: 3 clusters Score -2821915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2821924.000000 Penalty: 3257.187256
	Iteration 20F: 3 clusters Score -2821924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2821930.000000 Penalty: 3257.187256
	Iteration 21Q: 3 clusters Score -2821930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2821935.250000 Penalty: 3257.187256
	Iteration 22Q: 3 clusters Score -2821935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2821939.750000 Penalty: 3257.187256
	Iteration 23Q: 3 clusters Score -2821940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2821945.500000 Penalty: 3257.187256
	Iteration 24Q: 3 clusters Score -2821946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2821952.000000 Penalty: 3257.187256
	Iteration 25Q: 3 clusters Score -2821952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2821951.000000 Penalty: 3257.187256
	Iteration 26Q: 3 clusters Score -2821951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2821953.500000 Penalty: 3257.187256
	Iteration 27Q: 3 clusters Score -2821954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2821955.000000 Penalty: 3257.187256
	Iteration 28Q: 3 clusters Score -2821955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2821954.000000 Penalty: 3257.187256
	Iteration 29Q: 3 clusters Score -2821954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2821954.500000 Penalty: 3257.187256
	Iteration 30Q: 3 clusters Score -2821954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2821952.500000 Penalty: 3257.187256
	Iteration 31Q: 3 clusters Score -2821952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2821961.000000 Penalty: 3257.187256
	Iteration 32Q: 3 clusters Score -2821961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2821961.500000 Penalty: 3257.187256
	Iteration 33Q: 3 clusters Score -2821962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2821961.000000 Penalty: 3257.187256
	Iteration 34Q: 3 clusters Score -2821961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2821960.500000 Penalty: 3257.187256
	Iteration 35Q: 3 clusters Score -2821960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2821960.500000 Penalty: 3257.187256
	Iteration 36Q: 3 clusters Score -2821960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2821962.000000 Penalty: 3257.187256
	Iteration 37Q: 3 clusters Score -2821962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -2821962.000000 Penalty: 3257.187256
	Iteration 38F: 3 clusters Score -2821962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -462003.531250 Penalty: 1325.898438
	Iteration 0F: 2 clusters Score -462003.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -458959.437500 Penalty: 2651.796875
	Iteration 0F: 3 clusters Score -458959.4 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -459652.906250 Penalty: 2651.796875
	Iteration 1F: 3 clusters Score -459652.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -459784.343750 Penalty: 2651.796875
	Iteration 2F: 3 clusters Score -459784.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -459870.625000 Penalty: 2651.796875
	Iteration 3Q: 3 clusters Score -459870.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -459937.156250 Penalty: 2651.796875
	Iteration 4Q: 3 clusters Score -459937.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -459977.187500 Penalty: 2651.796875
	Iteration 5Q: 3 clusters Score -459977.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -460003.593750 Penalty: 2651.796875
	Iteration 6Q: 3 clusters Score -460003.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -460021.156250 Penalty: 2651.796875
	Iteration 7Q: 3 clusters Score -460021.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -460036.093750 Penalty: 2651.796875
	Iteration 8Q: 3 clusters Score -460036.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -460046.437500 Penalty: 2651.796875
	Iteration 9Q: 3 clusters Score -460046.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -460057.812500 Penalty: 2651.796875
	Iteration 10Q: 3 clusters Score -460057.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -460066.437500 Penalty: 2651.796875
	Iteration 11Q: 3 clusters Score -460066.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -460072.500000 Penalty: 2651.796875
	Iteration 12Q: 3 clusters Score -460072.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -460077.031250 Penalty: 2651.796875
	Iteration 13Q: 3 clusters Score -460077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -460081.312500 Penalty: 2651.796875
	Iteration 14Q: 3 clusters Score -460081.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -460085.812500 Penalty: 2651.796875
	Iteration 15Q: 3 clusters Score -460085.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -460089.250000 Penalty: 2651.796875
	Iteration 16Q: 3 clusters Score -460089.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -460091.250000 Penalty: 2651.796875
	Iteration 17Q: 3 clusters Score -460091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -460092.843750 Penalty: 2651.796875
	Iteration 18Q: 3 clusters Score -460092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -460095.812500 Penalty: 2651.796875
	Iteration 19Q: 3 clusters Score -460095.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -460097.531250 Penalty: 2651.796875
	Iteration 20F: 3 clusters Score -460097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -460098.687500 Penalty: 2651.796875
	Iteration 21Q: 3 clusters Score -460098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -460099.468750 Penalty: 2651.796875
	Iteration 22Q: 3 clusters Score -460099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -460100.656250 Penalty: 2651.796875
	Iteration 23Q: 3 clusters Score -460100.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -460102.375000 Penalty: 2651.796875
	Iteration 24Q: 3 clusters Score -460102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -460105.250000 Penalty: 2651.796875
	Iteration 25Q: 3 clusters Score -460105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -460108.875000 Penalty: 2651.796875
	Iteration 26Q: 3 clusters Score -460108.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -460112.406250 Penalty: 2651.796875
	Iteration 27Q: 3 clusters Score -460112.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -460115.843750 Penalty: 2651.796875
	Iteration 28Q: 3 clusters Score -460115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -460117.625000 Penalty: 2651.796875
	Iteration 29Q: 3 clusters Score -460117.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -460120.406250 Penalty: 2651.796875
	Iteration 30Q: 3 clusters Score -460120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -460122.375000 Penalty: 2651.796875
	Iteration 31Q: 3 clusters Score -460122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -460125.125000 Penalty: 2651.796875
	Iteration 32Q: 3 clusters Score -460125.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -460126.375000 Penalty: 2651.796875
	Iteration 33Q: 3 clusters Score -460126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -460128.000000 Penalty: 2651.796875
	Iteration 34Q: 3 clusters Score -460128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -460131.468750 Penalty: 2651.796875
	Iteration 35Q: 3 clusters Score -460131.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -460133.406250 Penalty: 2651.796875
	Iteration 36Q: 3 clusters Score -460133.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -460137.343750 Penalty: 2651.796875
	Iteration 37Q: 3 clusters Score -460137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -460138.406250 Penalty: 2651.796875
	Iteration 38Q: 3 clusters Score -460138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -460141.687500 Penalty: 2651.796875
	Iteration 39Q: 3 clusters Score -460141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -460143.375000 Penalty: 2651.796875
	Iteration 40F: 3 clusters Score -460143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -460145.843750 Penalty: 2651.796875
	Iteration 41Q: 3 clusters Score -460145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -460147.187500 Penalty: 2651.796875
	Iteration 42Q: 3 clusters Score -460147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -460150.500000 Penalty: 2651.796875
	Iteration 43Q: 3 clusters Score -460150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -460153.500000 Penalty: 2651.796875
	Iteration 44Q: 3 clusters Score -460153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -460154.062500 Penalty: 2651.796875
	Iteration 45Q: 3 clusters Score -460154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -460158.156250 Penalty: 2651.796875
	Iteration 46Q: 3 clusters Score -460158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -460160.750000 Penalty: 2651.796875
	Iteration 47Q: 3 clusters Score -460160.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -460162.281250 Penalty: 2651.796875
	Iteration 48Q: 3 clusters Score -460162.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -460165.031250 Penalty: 2651.796875
	Iteration 49Q: 3 clusters Score -460165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -460168.281250 Penalty: 2651.796875
	Iteration 50Q: 3 clusters Score -460168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -460171.500000 Penalty: 2651.796875
	Iteration 51Q: 3 clusters Score -460171.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -460176.375000 Penalty: 2651.796875
	Iteration 52Q: 3 clusters Score -460176.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -460180.468750 Penalty: 2651.796875
	Iteration 53Q: 3 clusters Score -460180.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -460185.437500 Penalty: 2651.796875
	Iteration 54Q: 3 clusters Score -460185.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -460190.781250 Penalty: 2651.796875
	Iteration 55Q: 3 clusters Score -460190.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -460195.125000 Penalty: 2651.796875
	Iteration 56Q: 3 clusters Score -460195.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -460201.593750 Penalty: 2651.796875
	Iteration 57Q: 3 clusters Score -460201.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -460207.531250 Penalty: 2651.796875
	Iteration 58Q: 3 clusters Score -460207.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -460215.000000 Penalty: 2651.796875
	Iteration 59Q: 3 clusters Score -460215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -460223.906250 Penalty: 2651.796875
	Iteration 60F: 3 clusters Score -460223.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -460229.468750 Penalty: 2651.796875
	Iteration 61Q: 3 clusters Score -460229.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -460236.656250 Penalty: 2651.796875
	Iteration 62Q: 3 clusters Score -460236.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -460240.250000 Penalty: 2651.796875
	Iteration 63Q: 3 clusters Score -460240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -460244.781250 Penalty: 2651.796875
	Iteration 64Q: 3 clusters Score -460244.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -460249.375000 Penalty: 2651.796875
	Iteration 65Q: 3 clusters Score -460249.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -460254.812500 Penalty: 2651.796875
	Iteration 66Q: 3 clusters Score -460254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -460259.750000 Penalty: 2651.796875
	Iteration 67Q: 3 clusters Score -460259.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -460267.968750 Penalty: 2651.796875
	Iteration 68Q: 3 clusters Score -460268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -460275.312500 Penalty: 2651.796875
	Iteration 69Q: 3 clusters Score -460275.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -460284.312500 Penalty: 2651.796875
	Iteration 70Q: 3 clusters Score -460284.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -460296.062500 Penalty: 2651.796875
	Iteration 71Q: 3 clusters Score -460296.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -460309.375000 Penalty: 2651.796875
	Iteration 72Q: 3 clusters Score -460309.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -460321.718750 Penalty: 2651.796875
	Iteration 73Q: 3 clusters Score -460321.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -460333.375000 Penalty: 2651.796875
	Iteration 74Q: 3 clusters Score -460333.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -460348.437500 Penalty: 2651.796875
	Iteration 75Q: 3 clusters Score -460348.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -460361.968750 Penalty: 2651.796875
	Iteration 76Q: 3 clusters Score -460362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -460387.500000 Penalty: 2651.796875
	Iteration 77Q: 3 clusters Score -460387.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -460413.156250 Penalty: 2651.796875
	Iteration 78Q: 3 clusters Score -460413.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -460439.593750 Penalty: 2651.796875
	Iteration 79Q: 3 clusters Score -460439.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -460459.875000 Penalty: 2651.796875
	Iteration 80F: 3 clusters Score -460459.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -460479.250000 Penalty: 2651.796875
	Iteration 81Q: 3 clusters Score -460479.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -460496.218750 Penalty: 2651.796875
	Iteration 82Q: 3 clusters Score -460496.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -460509.593750 Penalty: 2651.796875
	Iteration 83Q: 3 clusters Score -460509.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -460519.343750 Penalty: 2651.796875
	Iteration 84Q: 3 clusters Score -460519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -460530.531250 Penalty: 2651.796875
	Iteration 85Q: 3 clusters Score -460530.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -460542.062500 Penalty: 2651.796875
	Iteration 86Q: 3 clusters Score -460542.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -460552.218750 Penalty: 2651.796875
	Iteration 87Q: 3 clusters Score -460552.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -460561.906250 Penalty: 2651.796875
	Iteration 88Q: 3 clusters Score -460561.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -460570.468750 Penalty: 2651.796875
	Iteration 89Q: 3 clusters Score -460570.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -460584.156250 Penalty: 2651.796875
	Iteration 90Q: 3 clusters Score -460584.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -460599.187500 Penalty: 2651.796875
	Iteration 91Q: 3 clusters Score -460599.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -460614.312500 Penalty: 2651.796875
	Iteration 92Q: 3 clusters Score -460614.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -460626.531250 Penalty: 2651.796875
	Iteration 93Q: 3 clusters Score -460626.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -460636.093750 Penalty: 2651.796875
	Iteration 94Q: 3 clusters Score -460636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -460649.312500 Penalty: 2651.796875
	Iteration 95Q: 3 clusters Score -460649.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -460661.250000 Penalty: 2651.796875
	Iteration 96Q: 3 clusters Score -460661.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -460676.375000 Penalty: 2651.796875
	Iteration 97Q: 3 clusters Score -460676.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -460685.687500 Penalty: 2651.796875
	Iteration 98Q: 3 clusters Score -460685.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -460692.187500 Penalty: 2651.796875
	Iteration 99Q: 3 clusters Score -460692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -460698.406250 Penalty: 2651.796875
	Iteration 100F: 3 clusters Score -460698.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -460709.500000 Penalty: 2651.796875
	Iteration 101Q: 3 clusters Score -460709.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -460717.125000 Penalty: 2651.796875
	Iteration 102Q: 3 clusters Score -460717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -460728.656250 Penalty: 2651.796875
	Iteration 103Q: 3 clusters Score -460728.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -460749.125000 Penalty: 2651.796875
	Iteration 104Q: 3 clusters Score -460749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -460760.937500 Penalty: 2651.796875
	Iteration 105Q: 3 clusters Score -460760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -460773.593750 Penalty: 2651.796875
	Iteration 106Q: 3 clusters Score -460773.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -460782.593750 Penalty: 2651.796875
	Iteration 107Q: 3 clusters Score -460782.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -460788.937500 Penalty: 2651.796875
	Iteration 108Q: 3 clusters Score -460788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -460796.875000 Penalty: 2651.796875
	Iteration 109Q: 3 clusters Score -460796.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -460805.687500 Penalty: 2651.796875
	Iteration 110Q: 3 clusters Score -460805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -460810.812500 Penalty: 2651.796875
	Iteration 111Q: 3 clusters Score -460810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -460817.875000 Penalty: 2651.796875
	Iteration 112Q: 3 clusters Score -460817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -460825.156250 Penalty: 2651.796875
	Iteration 113Q: 3 clusters Score -460825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -460827.687500 Penalty: 2651.796875
	Iteration 114Q: 3 clusters Score -460827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -460832.687500 Penalty: 2651.796875
	Iteration 115Q: 3 clusters Score -460832.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -460836.281250 Penalty: 2651.796875
	Iteration 116Q: 3 clusters Score -460836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -460839.937500 Penalty: 2651.796875
	Iteration 117Q: 3 clusters Score -460839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -460840.156250 Penalty: 2651.796875
	Iteration 118Q: 3 clusters Score -460840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -460840.156250 Penalty: 2651.796875
	Iteration 119F: 3 clusters Score -460840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Entering Unmasked Estep 
Score: -690519.812500 Penalty: 1400.003784
	Iteration 0F: 2 clusters Score -690519.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -686201.812500 Penalty: 2800.007568
	Iteration 0F: 3 clusters Score -686201.8 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -687441.187500 Penalty: 2800.007568
	Iteration 1F: 3 clusters Score -687441.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -687660.250000 Penalty: 2800.007568
	Iteration 2F: 3 clusters Score -687660.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -687827.562500 Penalty: 2800.007568
	Iteration 3F: 3 clusters Score -687827.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -687960.312500 Penalty: 2800.007568
	Iteration 4Q: 3 clusters Score -687960.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -688090.312500 Penalty: 2800.007568
	Iteration 5Q: 3 clusters Score -688090.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -688198.625000 Penalty: 2800.007568
	Iteration 6Q: 3 clusters Score -688198.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -688280.125000 Penalty: 2800.007568
	Iteration 7Q: 3 clusters Score -688280.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -688346.062500 Penalty: 2800.007568
	Iteration 8Q: 3 clusters Score -688346.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -688418.125000 Penalty: 2800.007568
	Iteration 9Q: 3 clusters Score -688418.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -688498.937500 Penalty: 2800.007568
	Iteration 10Q: 3 clusters Score -688498.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -688591.625000 Penalty: 2800.007568
	Iteration 11Q: 3 clusters Score -688591.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -688701.812500 Penalty: 2800.007568
	Iteration 12Q: 3 clusters Score -688701.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -688817.625000 Penalty: 2800.007568
	Iteration 13Q: 3 clusters Score -688817.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -688921.875000 Penalty: 2800.007568
	Iteration 14Q: 3 clusters Score -688921.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -689019.687500 Penalty: 2800.007568
	Iteration 15Q: 3 clusters Score -689019.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -689102.750000 Penalty: 2800.007568
	Iteration 16Q: 3 clusters Score -689102.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -689169.875000 Penalty: 2800.007568
	Iteration 17Q: 3 clusters Score -689169.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -689222.312500 Penalty: 2800.007568
	Iteration 18Q: 3 clusters Score -689222.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -689272.625000 Penalty: 2800.007568
	Iteration 19Q: 3 clusters Score -689272.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -689306.375000 Penalty: 2800.007568
	Iteration 20F: 3 clusters Score -689306.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -689332.937500 Penalty: 2800.007568
	Iteration 21Q: 3 clusters Score -689332.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -689345.375000 Penalty: 2800.007568
	Iteration 22Q: 3 clusters Score -689345.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -689352.687500 Penalty: 2800.007568
	Iteration 23Q: 3 clusters Score -689352.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -689361.625000 Penalty: 2800.007568
	Iteration 24Q: 3 clusters Score -689361.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -689368.750000 Penalty: 2800.007568
	Iteration 25Q: 3 clusters Score -689368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -689378.937500 Penalty: 2800.007568
	Iteration 26Q: 3 clusters Score -689378.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -689390.375000 Penalty: 2800.007568
	Iteration 27Q: 3 clusters Score -689390.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -689399.625000 Penalty: 2800.007568
	Iteration 28Q: 3 clusters Score -689399.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -689407.687500 Penalty: 2800.007568
	Iteration 29Q: 3 clusters Score -689407.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -689419.750000 Penalty: 2800.007568
	Iteration 30Q: 3 clusters Score -689419.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -689425.437500 Penalty: 2800.007568
	Iteration 31Q: 3 clusters Score -689425.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -689435.187500 Penalty: 2800.007568
	Iteration 32Q: 3 clusters Score -689435.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -689444.500000 Penalty: 2800.007568
	Iteration 33Q: 3 clusters Score -689444.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -689450.500000 Penalty: 2800.007568
	Iteration 34Q: 3 clusters Score -689450.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -689460.812500 Penalty: 2800.007568
	Iteration 35Q: 3 clusters Score -689460.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -689465.750000 Penalty: 2800.007568
	Iteration 36Q: 3 clusters Score -689465.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -689468.437500 Penalty: 2800.007568
	Iteration 37Q: 3 clusters Score -689468.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -689472.562500 Penalty: 2800.007568
	Iteration 38Q: 3 clusters Score -689472.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -689473.750000 Penalty: 2800.007568
	Iteration 39Q: 3 clusters Score -689473.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -689474.187500 Penalty: 2800.007568
	Iteration 40F: 3 clusters Score -689474.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -689474.437500 Penalty: 2800.007568
	Iteration 41Q: 3 clusters Score -689474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -689476.125000 Penalty: 2800.007568
	Iteration 42Q: 3 clusters Score -689476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -689477.937500 Penalty: 2800.007568
	Iteration 43Q: 3 clusters Score -689477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -689478.562500 Penalty: 2800.007568
	Iteration 44Q: 3 clusters Score -689478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -689479.437500 Penalty: 2800.007568
	Iteration 45Q: 3 clusters Score -689479.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -689479.250000 Penalty: 2800.007568
	Iteration 46Q: 3 clusters Score -689479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -689482.125000 Penalty: 2800.007568
	Iteration 47Q: 3 clusters Score -689482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -689484.875000 Penalty: 2800.007568
	Iteration 48Q: 3 clusters Score -689484.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -689485.562500 Penalty: 2800.007568
	Iteration 49Q: 3 clusters Score -689485.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -689486.750000 Penalty: 2800.007568
	Iteration 50Q: 3 clusters Score -689486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -689489.375000 Penalty: 2800.007568
	Iteration 51Q: 3 clusters Score -689489.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -689490.250000 Penalty: 2800.007568
	Iteration 52Q: 3 clusters Score -689490.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -689494.312500 Penalty: 2800.007568
	Iteration 53Q: 3 clusters Score -689494.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -689496.750000 Penalty: 2800.007568
	Iteration 54Q: 3 clusters Score -689496.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -689499.812500 Penalty: 2800.007568
	Iteration 55Q: 3 clusters Score -689499.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -689501.687500 Penalty: 2800.007568
	Iteration 56Q: 3 clusters Score -689501.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -689503.625000 Penalty: 2800.007568
	Iteration 57Q: 3 clusters Score -689503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -689505.750000 Penalty: 2800.007568
	Iteration 58Q: 3 clusters Score -689505.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -689506.437500 Penalty: 2800.007568
	Iteration 59Q: 3 clusters Score -689506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -689505.875000 Penalty: 2800.007568
	Iteration 60F: 3 clusters Score -689505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -48182.578125 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -48182.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47295.933594 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -47295.93 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47780.253906 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -47780.25 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48030.929688 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -48030.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48329.316406 Penalty: 2025.545654
	Iteration 3F: 3 clusters Score -48329.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48661.039062 Penalty: 2025.545654
	Iteration 4F: 3 clusters Score -48661.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -49050.636719 Penalty: 2025.545654
	Iteration 5F: 3 clusters Score -49050.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49591.078125 Penalty: 2025.545654
	Iteration 6F: 3 clusters Score -49591.08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50440.148438 Penalty: 2025.545654
	Iteration 7F: 3 clusters Score -50440.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51129.167969 Penalty: 2025.545654
	Iteration 8F: 3 clusters Score -51129.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51164.707031 Penalty: 2025.545654
	Iteration 9Q: 3 clusters Score -51164.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51195.492188 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -51195.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -51234.558594 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -51234.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51271.464844 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -51271.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -51297.433594 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -51297.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51317.308594 Penalty: 2025.545654
	Iteration 14Q: 3 clusters Score -51317.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51330.179688 Penalty: 2025.545654
	Iteration 15Q: 3 clusters Score -51330.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51330.179688 Penalty: 2025.545654
	Iteration 16F: 3 clusters Score -51330.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 111237 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 38309 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 84593 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 20 contains 253 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 22519 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 227 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 62447 members 
Mstep: Class 28 contains 26923 members 
Mstep: Class 29 contains 282 members 
Entering Unmasked Estep 
Score: -59778532.000000 Penalty: 61624.625000
Splitting cluster 25 changes total score from -59775756.000000 to -59778532.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 26 (21213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Entering Unmasked Estep 
Score: -2616854.250000 Penalty: 1618.885132
	Iteration 0F: 2 clusters Score -2616854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2602382.500000 Penalty: 3237.770264
	Iteration 0F: 3 clusters Score -2602382 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2607578.250000 Penalty: 3237.770264
	Iteration 1F: 3 clusters Score -2607578 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2607958.750000 Penalty: 3237.770264
	Iteration 2Q: 3 clusters Score -2607959 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2608352.000000 Penalty: 3237.770264
	Iteration 3Q: 3 clusters Score -2608352 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2608814.250000 Penalty: 3237.770264
	Iteration 4Q: 3 clusters Score -2608814 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2609371.250000 Penalty: 3237.770264
	Iteration 5Q: 3 clusters Score -2609371 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2610156.000000 Penalty: 3237.770264
	Iteration 6F: 3 clusters Score -2610156 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2611045.750000 Penalty: 3237.770264
	Iteration 7F: 3 clusters Score -2611046 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2611990.000000 Penalty: 3237.770264
	Iteration 8F: 3 clusters Score -2611990 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2612823.500000 Penalty: 3237.770264
	Iteration 9Q: 3 clusters Score -2612824 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2613508.000000 Penalty: 3237.770264
	Iteration 10Q: 3 clusters Score -2613508 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2614000.000000 Penalty: 3237.770264
	Iteration 11Q: 3 clusters Score -2614000 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2614303.000000 Penalty: 3237.770264
	Iteration 12Q: 3 clusters Score -2614303 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2614541.000000 Penalty: 3237.770264
	Iteration 13Q: 3 clusters Score -2614541 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2614736.000000 Penalty: 3237.770264
	Iteration 14Q: 3 clusters Score -2614736 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2614877.750000 Penalty: 3237.770264
	Iteration 15Q: 3 clusters Score -2614878 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2614980.250000 Penalty: 3237.770264
	Iteration 16Q: 3 clusters Score -2614980 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2615076.750000 Penalty: 3237.770264
	Iteration 17Q: 3 clusters Score -2615077 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2615152.250000 Penalty: 3237.770264
	Iteration 18Q: 3 clusters Score -2615152 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2615231.250000 Penalty: 3237.770264
	Iteration 19Q: 3 clusters Score -2615231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2615276.250000 Penalty: 3237.770264
	Iteration 20F: 3 clusters Score -2615276 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2615311.000000 Penalty: 3237.770264
	Iteration 21Q: 3 clusters Score -2615311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2615344.750000 Penalty: 3237.770264
	Iteration 22Q: 3 clusters Score -2615345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2615372.000000 Penalty: 3237.770264
	Iteration 23Q: 3 clusters Score -2615372 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2615388.250000 Penalty: 3237.770264
	Iteration 24Q: 3 clusters Score -2615388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2615400.500000 Penalty: 3237.770264
	Iteration 25Q: 3 clusters Score -2615400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2615411.250000 Penalty: 3237.770264
	Iteration 26Q: 3 clusters Score -2615411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2615412.500000 Penalty: 3237.770264
	Iteration 27Q: 3 clusters Score -2615412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2615424.000000 Penalty: 3237.770264
	Iteration 28Q: 3 clusters Score -2615424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2615435.750000 Penalty: 3237.770264
	Iteration 29Q: 3 clusters Score -2615436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2615443.500000 Penalty: 3237.770264
	Iteration 30Q: 3 clusters Score -2615444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2615450.500000 Penalty: 3237.770264
	Iteration 31Q: 3 clusters Score -2615450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2615464.500000 Penalty: 3237.770264
	Iteration 32Q: 3 clusters Score -2615464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2615478.000000 Penalty: 3237.770264
	Iteration 33Q: 3 clusters Score -2615478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2615491.750000 Penalty: 3237.770264
	Iteration 34Q: 3 clusters Score -2615492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2615494.500000 Penalty: 3237.770264
	Iteration 35Q: 3 clusters Score -2615494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2615502.250000 Penalty: 3237.770264
	Iteration 36Q: 3 clusters Score -2615502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2615501.000000 Penalty: 3237.770264
	Iteration 37Q: 3 clusters Score -2615501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2615500.750000 Penalty: 3237.770264
	Iteration 38Q: 3 clusters Score -2615501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2615502.000000 Penalty: 3237.770264
	Iteration 39Q: 3 clusters Score -2615502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2615500.250000 Penalty: 3237.770264
	Iteration 40F: 3 clusters Score -2615500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (62447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Entering Unmasked Estep 
Score: -8037632.000000 Penalty: 1794.336914
	Iteration 0F: 2 clusters Score -8037632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -7996165.000000 Penalty: 3588.673828
	Iteration 0F: 3 clusters Score -7996165 nChanged 29296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -8012645.500000 Penalty: 3588.673828
	Iteration 1F: 3 clusters Score -8012646 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -8012956.500000 Penalty: 3588.673828
	Iteration 2Q: 3 clusters Score -8012956 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -8013288.000000 Penalty: 3588.673828
	Iteration 3Q: 3 clusters Score -8013288 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -8013567.500000 Penalty: 3588.673828
	Iteration 4Q: 3 clusters Score -8013568 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -8013880.000000 Penalty: 3588.673828
	Iteration 5Q: 3 clusters Score -8013880 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8014192.500000 Penalty: 3588.673828
	Iteration 6Q: 3 clusters Score -8014192 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -8014628.000000 Penalty: 3588.673828
	Iteration 7Q: 3 clusters Score -8014628 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -8015191.500000 Penalty: 3588.673828
	Iteration 8Q: 3 clusters Score -8015192 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -8016067.000000 Penalty: 3588.673828
	Iteration 9Q: 3 clusters Score -8016067 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -8017570.000000 Penalty: 3588.673828
	Iteration 10Q: 3 clusters Score -8017570 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -8020090.000000 Penalty: 3588.673828
	Iteration 11F: 3 clusters Score -8020090 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -8022891.500000 Penalty: 3588.673828
	Iteration 12F: 3 clusters Score -8022892 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -8024866.000000 Penalty: 3588.673828
	Iteration 13F: 3 clusters Score -8024866 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -8025656.500000 Penalty: 3588.673828
	Iteration 14Q: 3 clusters Score -8025656 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -8026025.000000 Penalty: 3588.673828
	Iteration 15Q: 3 clusters Score -8026025 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -8026270.000000 Penalty: 3588.673828
	Iteration 16Q: 3 clusters Score -8026270 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8026574.500000 Penalty: 3588.673828
	Iteration 17Q: 3 clusters Score -8026574 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -8026905.500000 Penalty: 3588.673828
	Iteration 18Q: 3 clusters Score -8026906 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8027233.500000 Penalty: 3588.673828
	Iteration 19Q: 3 clusters Score -8027234 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -8027750.500000 Penalty: 3588.673828
	Iteration 20F: 3 clusters Score -8027750 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8028228.000000 Penalty: 3588.673828
	Iteration 21Q: 3 clusters Score -8028228 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8028795.500000 Penalty: 3588.673828
	Iteration 22Q: 3 clusters Score -8028796 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8029431.000000 Penalty: 3588.673828
	Iteration 23Q: 3 clusters Score -8029431 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8030143.000000 Penalty: 3588.673828
	Iteration 24Q: 3 clusters Score -8030143 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8030923.000000 Penalty: 3588.673828
	Iteration 25Q: 3 clusters Score -8030923 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -8031745.500000 Penalty: 3588.673828
	Iteration 26Q: 3 clusters Score -8031746 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -8032518.000000 Penalty: 3588.673828
	Iteration 27Q: 3 clusters Score -8032518 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -8033122.500000 Penalty: 3588.673828
	Iteration 28Q: 3 clusters Score -8033122 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -8033590.000000 Penalty: 3588.673828
	Iteration 29Q: 3 clusters Score -8033590 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -8033928.500000 Penalty: 3588.673828
	Iteration 30Q: 3 clusters Score -8033928 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -8034199.000000 Penalty: 3588.673828
	Iteration 31Q: 3 clusters Score -8034199 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -8034338.500000 Penalty: 3588.673828
	Iteration 32Q: 3 clusters Score -8034338 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -8034431.000000 Penalty: 3588.673828
	Iteration 33Q: 3 clusters Score -8034431 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -8034476.500000 Penalty: 3588.673828
	Iteration 34Q: 3 clusters Score -8034476 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -8034529.000000 Penalty: 3588.673828
	Iteration 35Q: 3 clusters Score -8034529 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -8034590.500000 Penalty: 3588.673828
	Iteration 36Q: 3 clusters Score -8034590 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -8034596.500000 Penalty: 3588.673828
	Iteration 37Q: 3 clusters Score -8034596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8034596.000000 Penalty: 3588.673828
	Iteration 38Q: 3 clusters Score -8034596 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8034602.500000 Penalty: 3588.673828
	Iteration 39Q: 3 clusters Score -8034602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -8034742.500000 Penalty: 3588.673828
	Iteration 40F: 3 clusters Score -8034742 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -8034801.500000 Penalty: 3588.673828
	Iteration 41Q: 3 clusters Score -8034802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -8034823.000000 Penalty: 3588.673828
	Iteration 42Q: 3 clusters Score -8034823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8034843.500000 Penalty: 3588.673828
	Iteration 43Q: 3 clusters Score -8034844 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -8034842.500000 Penalty: 3588.673828
	Iteration 44Q: 3 clusters Score -8034842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8034851.500000 Penalty: 3588.673828
	Iteration 45Q: 3 clusters Score -8034852 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -8034857.000000 Penalty: 3588.673828
	Iteration 46Q: 3 clusters Score -8034857 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -8034874.500000 Penalty: 3588.673828
	Iteration 47Q: 3 clusters Score -8034874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -8034891.000000 Penalty: 3588.673828
	Iteration 48Q: 3 clusters Score -8034891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8034892.500000 Penalty: 3588.673828
	Iteration 49Q: 3 clusters Score -8034892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -8034895.000000 Penalty: 3588.673828
	Iteration 50Q: 3 clusters Score -8034895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8034899.000000 Penalty: 3588.673828
	Iteration 51Q: 3 clusters Score -8034899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8034893.000000 Penalty: 3588.673828
	Iteration 52Q: 3 clusters Score -8034893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -8034902.500000 Penalty: 3588.673828
	Iteration 53Q: 3 clusters Score -8034902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8034901.500000 Penalty: 3588.673828
	Iteration 54Q: 3 clusters Score -8034902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8034898.500000 Penalty: 3588.673828
	Iteration 55Q: 3 clusters Score -8034898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8034902.500000 Penalty: 3588.673828
	Iteration 56Q: 3 clusters Score -8034902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8034900.500000 Penalty: 3588.673828
	Iteration 57Q: 3 clusters Score -8034900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
Score: -8034902.000000 Penalty: 3588.673828
	Iteration 58Q: 3 clusters Score -8034902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8034891.500000 Penalty: 3588.673828
	Iteration 59Q: 3 clusters Score -8034892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8034896.500000 Penalty: 3588.673828
	Iteration 60F: 3 clusters Score -8034896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8034899.000000 Penalty: 3588.673828
	Iteration 61Q: 3 clusters Score -8034899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8034898.500000 Penalty: 3588.673828
	Iteration 62Q: 3 clusters Score -8034898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8034903.500000 Penalty: 3588.673828
	Iteration 63Q: 3 clusters Score -8034904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8034897.500000 Penalty: 3588.673828
	Iteration 64Q: 3 clusters Score -8034898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8034901.500000 Penalty: 3588.673828
	Iteration 65Q: 3 clusters Score -8034902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8034893.500000 Penalty: 3588.673828
	Iteration 66Q: 3 clusters Score -8034894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -8034894.000000 Penalty: 3588.673828
	Iteration 67Q: 3 clusters Score -8034894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -8034893.500000 Penalty: 3588.673828
	Iteration 68Q: 3 clusters Score -8034894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8034897.000000 Penalty: 3588.673828
	Iteration 69Q: 3 clusters Score -8034897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8034897.000000 Penalty: 3588.673828
	Iteration 70F: 3 clusters Score -8034897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 111237 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 160 members 
Mstep: Class 8 contains 6677 members 
Mstep: Class 9 contains 38309 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 13222 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 84593 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 9851 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 22519 members 
Mstep: Class 23 contains 3496 members 
Mstep: Class 24 contains 5516 members 
Mstep: Class 25 contains 227 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 62447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59778956.000000 Penalty: 61624.625000
Iteration 79Q: 30 clusters Score -5.977896e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 111268 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 8079 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 162 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 38618 members 
Mstep: Class 10 contains 790 members 
Mstep: Class 11 contains 3204 members 
Mstep: Class 12 contains 16619 members 
Mstep: Class 13 contains 16504 members 
Mstep: Class 14 contains 13218 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 84687 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 255 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 22612 members 
Mstep: Class 23 contains 3367 members 
Mstep: Class 24 contains 5512 members 
Mstep: Class 25 contains 253 members 
Mstep: Class 26 contains 21215 members 
Mstep: Class 27 contains 62266 members 
Mstep: Class 28 contains 26487 members 
Mstep: Class 29 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59780116.000000 Penalty: 61624.625000
Iteration 80F: 30 clusters Score -5.978012e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 111286 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 38954 members 
Mstep: Class 10 contains 767 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 16515 members 
Mstep: Class 14 contains 13213 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6337 members 
Mstep: Class 17 contains 84705 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1822 members 
Mstep: Class 22 contains 22592 members 
Mstep: Class 23 contains 3251 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 267 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 61917 members 
Mstep: Class 28 contains 26589 members 
Mstep: Class 29 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781268.000000 Penalty: 61624.625000
Iteration 81Q: 30 clusters Score -5.978127e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 111320 members 
Mstep: Class 4 contains 4652 members 
Mstep: Class 5 contains 8075 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6718 members 
Mstep: Class 9 contains 39324 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 16635 members 
Mstep: Class 13 contains 16520 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6335 members 
Mstep: Class 17 contains 84752 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 267 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 22595 members 
Mstep: Class 23 contains 3135 members 
Mstep: Class 24 contains 5506 members 
Mstep: Class 25 contains 277 members 
Mstep: Class 26 contains 21170 members 
Mstep: Class 27 contains 61544 members 
Mstep: Class 28 contains 26579 members 
Mstep: Class 29 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781584.000000 Penalty: 61624.625000
Iteration 82Q: 30 clusters Score -5.978158e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7116 members 
Mstep: Class 3 contains 111371 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 39703 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 3159 members 
Mstep: Class 12 contains 16650 members 
Mstep: Class 13 contains 16531 members 
Mstep: Class 14 contains 13219 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 84798 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 9928 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 1894 members 
Mstep: Class 22 contains 22585 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 5505 members 
Mstep: Class 25 contains 275 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 61104 members 
Mstep: Class 28 contains 26545 members 
Mstep: Class 29 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59781688.000000 Penalty: 61624.625000
Iteration 83Q: 30 clusters Score -5.978169e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7108 members 
Mstep: Class 3 contains 111401 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 8083 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 40168 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 12 contains 16667 members 
Mstep: Class 13 contains 16532 members 
Mstep: Class 14 contains 13218 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 84845 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 9933 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 1923 members 
Mstep: Class 22 contains 22573 members 
Mstep: Class 23 contains 2928 members 
Mstep: Class 24 contains 5500 members 
Mstep: Class 25 contains 273 members 
Mstep: Class 26 contains 21131 members 
Mstep: Class 27 contains 60607 members 
Mstep: Class 28 contains 26511 members 
Mstep: Class 29 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782016.000000 Penalty: 61624.625000
Iteration 84Q: 30 clusters Score -5.978202e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7104 members 
Mstep: Class 3 contains 111420 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6729 members 
Mstep: Class 9 contains 40737 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 13 contains 16536 members 
Mstep: Class 14 contains 13227 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 84919 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 275 members 
Mstep: Class 21 contains 1951 members 
Mstep: Class 22 contains 22551 members 
Mstep: Class 23 contains 2814 members 
Mstep: Class 24 contains 5489 members 
Mstep: Class 25 contains 273 members 
Mstep: Class 26 contains 21145 members 
Mstep: Class 27 contains 60014 members 
Mstep: Class 28 contains 26464 members 
Mstep: Class 29 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782168.000000 Penalty: 61624.625000
Iteration 85Q: 30 clusters Score -5.978217e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 111454 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 8103 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6731 members 
Mstep: Class 9 contains 41330 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 16692 members 
Mstep: Class 13 contains 16537 members 
Mstep: Class 14 contains 13220 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6332 members 
Mstep: Class 17 contains 84977 members 
Mstep: Class 18 contains 1750 members 
Mstep: Class 19 contains 9947 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 1970 members 
Mstep: Class 22 contains 22525 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 5474 members 
Mstep: Class 25 contains 273 members 
Mstep: Class 26 contains 21171 members 
Mstep: Class 27 contains 59368 members 
Mstep: Class 28 contains 26436 members 
Mstep: Class 29 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782600.000000 Penalty: 61624.625000
Iteration 86Q: 30 clusters Score -5.97826e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 111520 members 
Mstep: Class 4 contains 4771 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 41913 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 16705 members 
Mstep: Class 13 contains 16544 members 
Mstep: Class 14 contains 13212 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6330 members 
Mstep: Class 17 contains 85040 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 9963 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 1985 members 
Mstep: Class 22 contains 22499 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5467 members 
Mstep: Class 25 contains 273 members 
Mstep: Class 26 contains 21196 members 
Mstep: Class 27 contains 58705 members 
Mstep: Class 28 contains 26402 members 
Mstep: Class 29 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782748.000000 Penalty: 61624.625000
Iteration 87Q: 30 clusters Score -5.978275e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7102 members 
Mstep: Class 3 contains 111572 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 16551 members 
Mstep: Class 14 contains 13208 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 85094 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 9982 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 1998 members 
Mstep: Class 22 contains 22468 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21213 members 
Mstep: Class 27 contains 57984 members 
Mstep: Class 28 contains 26368 members 
Mstep: Class 29 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59782964.000000 Penalty: 61624.625000
Iteration 88Q: 30 clusters Score -5.978296e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7096 members 
Mstep: Class 3 contains 111648 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 43213 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3282 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 16553 members 
Mstep: Class 14 contains 13206 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 85177 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 19 contains 9997 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2010 members 
Mstep: Class 22 contains 22436 members 
Mstep: Class 23 contains 2445 members 
Mstep: Class 24 contains 5452 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21237 members 
Mstep: Class 27 contains 57212 members 
Mstep: Class 28 contains 26324 members 
Mstep: Class 29 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59783124.000000 Penalty: 61624.625000
Iteration 89Q: 30 clusters Score -5.978312e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 111724 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 43931 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3291 members 
Mstep: Class 12 contains 16782 members 
Mstep: Class 13 contains 16554 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 85262 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 10007 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2023 members 
Mstep: Class 22 contains 22408 members 
Mstep: Class 23 contains 2356 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21256 members 
Mstep: Class 27 contains 56392 members 
Mstep: Class 28 contains 26288 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59783380.000000 Penalty: 61624.625000
Iteration 90Q: 30 clusters Score -5.978338e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 111794 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 8129 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 44656 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 13 contains 16560 members 
Mstep: Class 14 contains 13197 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 85361 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2042 members 
Mstep: Class 22 contains 22361 members 
Mstep: Class 23 contains 2267 members 
Mstep: Class 24 contains 5423 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21286 members 
Mstep: Class 27 contains 55555 members 
Mstep: Class 28 contains 26251 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59783824.000000 Penalty: 61624.625000
Iteration 91Q: 30 clusters Score -5.978382e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 111854 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 45363 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3308 members 
Mstep: Class 12 contains 16822 members 
Mstep: Class 13 contains 16573 members 
Mstep: Class 14 contains 13199 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6336 members 
Mstep: Class 17 contains 85501 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 10001 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2055 members 
Mstep: Class 22 contains 22307 members 
Mstep: Class 23 contains 2181 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21306 members 
Mstep: Class 27 contains 54704 members 
Mstep: Class 28 contains 26227 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59783976.000000 Penalty: 61624.625000
Iteration 92Q: 30 clusters Score -5.978398e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 111913 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 8127 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 46063 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 16579 members 
Mstep: Class 14 contains 13199 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6342 members 
Mstep: Class 17 contains 85635 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2069 members 
Mstep: Class 22 contains 22243 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 5400 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21319 members 
Mstep: Class 27 contains 53914 members 
Mstep: Class 28 contains 26193 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784100.000000 Penalty: 61624.625000
Iteration 93Q: 30 clusters Score -5.97841e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7068 members 
Mstep: Class 3 contains 111968 members 
Mstep: Class 4 contains 5099 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 46777 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3322 members 
Mstep: Class 12 contains 16856 members 
Mstep: Class 13 contains 16592 members 
Mstep: Class 14 contains 13191 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6349 members 
Mstep: Class 17 contains 85730 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 10008 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2085 members 
Mstep: Class 22 contains 22173 members 
Mstep: Class 23 contains 2003 members 
Mstep: Class 24 contains 5391 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21320 members 
Mstep: Class 27 contains 53154 members 
Mstep: Class 28 contains 26149 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784340.000000 Penalty: 61624.625000
Iteration 94Q: 30 clusters Score -5.978434e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7056 members 
Mstep: Class 3 contains 112003 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6708 members 
Mstep: Class 9 contains 47450 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3331 members 
Mstep: Class 12 contains 16870 members 
Mstep: Class 13 contains 16595 members 
Mstep: Class 14 contains 13195 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 6354 members 
Mstep: Class 17 contains 85844 members 
Mstep: Class 18 contains 1730 members 
Mstep: Class 19 contains 10019 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2096 members 
Mstep: Class 22 contains 22103 members 
Mstep: Class 23 contains 1928 members 
Mstep: Class 24 contains 5378 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21320 members 
Mstep: Class 27 contains 52434 members 
Mstep: Class 28 contains 26123 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784852.000000 Penalty: 61624.625000
Iteration 95Q: 30 clusters Score -5.978485e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 111990 members 
Mstep: Class 4 contains 5196 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 48081 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 16895 members 
Mstep: Class 13 contains 16598 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6355 members 
Mstep: Class 17 contains 85938 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 10026 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2111 members 
Mstep: Class 22 contains 22048 members 
Mstep: Class 23 contains 1858 members 
Mstep: Class 24 contains 5376 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21316 members 
Mstep: Class 27 contains 51792 members 
Mstep: Class 28 contains 26095 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59784988.000000 Penalty: 61624.625000
Iteration 96Q: 30 clusters Score -5.978499e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 111982 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 48662 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3339 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 86021 members 
Mstep: Class 18 contains 1714 members 
Mstep: Class 19 contains 10033 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2124 members 
Mstep: Class 22 contains 21977 members 
Mstep: Class 23 contains 1786 members 
Mstep: Class 24 contains 5374 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21333 members 
Mstep: Class 27 contains 51199 members 
Mstep: Class 28 contains 26075 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785252.000000 Penalty: 61624.625000
Iteration 97Q: 30 clusters Score -5.978525e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 111941 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 8134 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 49199 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 16950 members 
Mstep: Class 13 contains 16605 members 
Mstep: Class 14 contains 13200 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 86101 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2145 members 
Mstep: Class 22 contains 21915 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 5374 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21337 members 
Mstep: Class 27 contains 50678 members 
Mstep: Class 28 contains 26058 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785608.000000 Penalty: 61624.625000
Iteration 98Q: 30 clusters Score -5.978561e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7016 members 
Mstep: Class 3 contains 111910 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 49631 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 16612 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 86172 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2161 members 
Mstep: Class 22 contains 21854 members 
Mstep: Class 23 contains 1652 members 
Mstep: Class 24 contains 5371 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21343 members 
Mstep: Class 27 contains 50274 members 
Mstep: Class 28 contains 26050 members 
Mstep: Class 29 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785676.000000 Penalty: 61624.625000
Iteration 99Q: 30 clusters Score -5.978568e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 111878 members 
Mstep: Class 4 contains 5380 members 
Mstep: Class 5 contains 8135 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 161 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 50014 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3346 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 16617 members 
Mstep: Class 14 contains 13202 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6360 members 
Mstep: Class 17 contains 86214 members 
Mstep: Class 18 contains 1684 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 274 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 21795 members 
Mstep: Class 23 contains 1600 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 49914 members 
Mstep: Class 28 contains 26055 members 
Mstep: Class 29 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59785984.000000 Penalty: 61624.625000
Iteration 100F: 30 clusters Score -5.978598e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 111825 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 8141 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 50389 members 
Mstep: Class 10 contains 758 members 
Mstep: Class 11 contains 3354 members 
Mstep: Class 12 contains 16968 members 
Mstep: Class 13 contains 16624 members 
Mstep: Class 14 contains 13198 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 6362 members 
Mstep: Class 17 contains 86237 members 
Mstep: Class 18 contains 1665 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 269 members 
Mstep: Class 21 contains 2181 members 
Mstep: Class 22 contains 21720 members 
Mstep: Class 23 contains 1565 members 
Mstep: Class 24 contains 5366 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21378 members 
Mstep: Class 27 contains 49621 members 
Mstep: Class 28 contains 26051 members 
Mstep: Class 29 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2112.117432 but Gain 2124.988281
Score: -59786324.000000 Penalty: 59499.636719
Iteration 101Q: 29 clusters Score -5.978632e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6989 members 
Mstep: Class 3 contains 112199 members 
Mstep: Class 4 contains 5532 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 50739 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3360 members 
Mstep: Class 12 contains 16976 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 13269 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 86307 members 
Mstep: Class 18 contains 1649 members 
Mstep: Class 19 contains 10016 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 21638 members 
Mstep: Class 24 contains 5363 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21393 members 
Mstep: Class 27 contains 50276 members 
Mstep: Class 28 contains 26057 members 
Mstep: Class 29 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59788288.000000 Penalty: 59499.636719
Iteration 102Q: 29 clusters Score -5.978829e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6975 members 
Mstep: Class 3 contains 111991 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 8150 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 50996 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 16962 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 13256 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 86241 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2188 members 
Mstep: Class 22 contains 21553 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 21379 members 
Mstep: Class 27 contains 50355 members 
Mstep: Class 28 contains 26056 members 
Mstep: Class 29 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59788300.000000 Penalty: 59499.636719
Iteration 103Q: 29 clusters Score -5.97883e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 111794 members 
Mstep: Class 4 contains 5737 members 
Mstep: Class 5 contains 8147 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 51224 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 3362 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 13238 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 86182 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2190 members 
Mstep: Class 22 contains 21466 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 21375 members 
Mstep: Class 27 contains 50454 members 
Mstep: Class 28 contains 26063 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59788672.000000 Penalty: 59499.636719
Iteration 104Q: 29 clusters Score -5.978867e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6947 members 
Mstep: Class 3 contains 111620 members 
Mstep: Class 4 contains 5847 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 51423 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 3366 members 
Mstep: Class 12 contains 16934 members 
Mstep: Class 13 contains 16644 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6363 members 
Mstep: Class 17 contains 86121 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 21389 members 
Mstep: Class 24 contains 5341 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 21384 members 
Mstep: Class 27 contains 50535 members 
Mstep: Class 28 contains 26058 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59788696.000000 Penalty: 59499.636719
Iteration 105Q: 29 clusters Score -5.97887e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 111470 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6691 members 
Mstep: Class 9 contains 51604 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 16927 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 86079 members 
Mstep: Class 18 contains 1561 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 2192 members 
Mstep: Class 22 contains 21304 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 21378 members 
Mstep: Class 27 contains 50601 members 
Mstep: Class 28 contains 26051 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59788868.000000 Penalty: 59499.636719
Iteration 106Q: 29 clusters Score -5.978887e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6929 members 
Mstep: Class 3 contains 111364 members 
Mstep: Class 4 contains 6062 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 51732 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 13 contains 16641 members 
Mstep: Class 14 contains 13166 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6365 members 
Mstep: Class 17 contains 86058 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 9999 members 
Mstep: Class 20 contains 270 members 
Mstep: Class 21 contains 2194 members 
Mstep: Class 22 contains 21240 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21382 members 
Mstep: Class 27 contains 50632 members 
Mstep: Class 28 contains 26048 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789040.000000 Penalty: 59499.636719
Iteration 107Q: 29 clusters Score -5.978904e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 111264 members 
Mstep: Class 4 contains 6155 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 243 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 51840 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 12 contains 16911 members 
Mstep: Class 13 contains 16636 members 
Mstep: Class 14 contains 13146 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 86031 members 
Mstep: Class 18 contains 1512 members 
Mstep: Class 19 contains 10000 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 2196 members 
Mstep: Class 22 contains 21187 members 
Mstep: Class 24 contains 5322 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21380 members 
Mstep: Class 27 contains 50667 members 
Mstep: Class 28 contains 26046 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789120.000000 Penalty: 59499.636719
Iteration 108Q: 29 clusters Score -5.978912e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 111158 members 
Mstep: Class 4 contains 6257 members 
Mstep: Class 5 contains 8165 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 51929 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16907 members 
Mstep: Class 13 contains 16637 members 
Mstep: Class 14 contains 13133 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6366 members 
Mstep: Class 17 contains 86011 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 21121 members 
Mstep: Class 24 contains 5312 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21377 members 
Mstep: Class 27 contains 50694 members 
Mstep: Class 28 contains 26053 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789032.000000 Penalty: 59499.636719
Iteration 109Q: 29 clusters Score -5.978903e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 111058 members 
Mstep: Class 4 contains 6357 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 52026 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16897 members 
Mstep: Class 13 contains 16637 members 
Mstep: Class 14 contains 13122 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6369 members 
Mstep: Class 17 contains 85994 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 21051 members 
Mstep: Class 24 contains 5307 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21380 members 
Mstep: Class 27 contains 50713 members 
Mstep: Class 28 contains 26068 members 
Mstep: Class 29 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789044.000000 Penalty: 59499.636719
Iteration 110Q: 29 clusters Score -5.978904e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6909 members 
Mstep: Class 3 contains 110975 members 
Mstep: Class 4 contains 6431 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 52111 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16898 members 
Mstep: Class 13 contains 16637 members 
Mstep: Class 14 contains 13110 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6370 members 
Mstep: Class 17 contains 85982 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 9983 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 20980 members 
Mstep: Class 24 contains 5302 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21375 members 
Mstep: Class 27 contains 50743 members 
Mstep: Class 28 contains 26085 members 
Mstep: Class 29 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789128.000000 Penalty: 59499.636719
Iteration 111Q: 29 clusters Score -5.978913e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 110888 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 52189 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16888 members 
Mstep: Class 13 contains 16639 members 
Mstep: Class 14 contains 13100 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6375 members 
Mstep: Class 17 contains 85976 members 
Mstep: Class 18 contains 1480 members 
Mstep: Class 19 contains 9987 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2204 members 
Mstep: Class 22 contains 20931 members 
Mstep: Class 24 contains 5299 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21377 members 
Mstep: Class 27 contains 50765 members 
Mstep: Class 28 contains 26091 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789072.000000 Penalty: 59499.636719
Iteration 112Q: 29 clusters Score -5.978907e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 110790 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 8152 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6689 members 
Mstep: Class 9 contains 52269 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16881 members 
Mstep: Class 13 contains 16641 members 
Mstep: Class 14 contains 13092 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6378 members 
Mstep: Class 17 contains 85958 members 
Mstep: Class 18 contains 1470 members 
Mstep: Class 19 contains 9982 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2205 members 
Mstep: Class 22 contains 20883 members 
Mstep: Class 24 contains 5294 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21384 members 
Mstep: Class 27 contains 50792 members 
Mstep: Class 28 contains 26096 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789248.000000 Penalty: 59499.636719
Iteration 113Q: 29 clusters Score -5.978925e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6903 members 
Mstep: Class 3 contains 110696 members 
Mstep: Class 4 contains 6652 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6685 members 
Mstep: Class 9 contains 52340 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16881 members 
Mstep: Class 13 contains 16645 members 
Mstep: Class 14 contains 13086 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 85949 members 
Mstep: Class 18 contains 1462 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 20811 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21378 members 
Mstep: Class 27 contains 50824 members 
Mstep: Class 28 contains 26108 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789388.000000 Penalty: 59499.636719
Iteration 114Q: 29 clusters Score -5.978939e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 110631 members 
Mstep: Class 4 contains 6724 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 52395 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 16881 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 13081 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 85925 members 
Mstep: Class 18 contains 1451 members 
Mstep: Class 19 contains 9988 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2209 members 
Mstep: Class 22 contains 20755 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21376 members 
Mstep: Class 27 contains 50856 members 
Mstep: Class 28 contains 26110 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789372.000000 Penalty: 59499.636719
Iteration 115Q: 29 clusters Score -5.978937e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 110573 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 52462 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16872 members 
Mstep: Class 13 contains 16646 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 85898 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 9996 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 20695 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21372 members 
Mstep: Class 27 contains 50884 members 
Mstep: Class 28 contains 26110 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789504.000000 Penalty: 59499.636719
Iteration 116Q: 29 clusters Score -5.97895e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 110516 members 
Mstep: Class 4 contains 6871 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6676 members 
Mstep: Class 9 contains 52521 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3390 members 
Mstep: Class 12 contains 16859 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 13072 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 85883 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 20638 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 50899 members 
Mstep: Class 28 contains 26116 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789600.000000 Penalty: 59499.636719
Iteration 117Q: 29 clusters Score -5.97896e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 110464 members 
Mstep: Class 4 contains 6938 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 52579 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16854 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 13071 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85879 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 9983 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2211 members 
Mstep: Class 22 contains 20577 members 
Mstep: Class 24 contains 5279 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21366 members 
Mstep: Class 27 contains 50905 members 
Mstep: Class 28 contains 26144 members 
Mstep: Class 29 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789792.000000 Penalty: 59499.636719
Iteration 118Q: 29 clusters Score -5.978979e+07 nChanged 321
Entering ConstructFrom: 
Score: -59789792.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -302677.562500 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -302677.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -300227.937500 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -300227.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -300837.750000 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -300837.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -301041.750000 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -301041.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301226.187500 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -301226.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301396.750000 Penalty: 2549.887451
	Iteration 4F: 3 clusters Score -301396.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -301535.593750 Penalty: 2549.887451
	Iteration 5F: 3 clusters Score -301535.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301620.875000 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -301620.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -301690.750000 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -301690.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -301734.156250 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -301734.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -301758.812500 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -301758.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -301782.406250 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -301782.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -301808.468750 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -301808.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -301837.125000 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -301837.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -301855.750000 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -301855.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -301870.343750 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -301870.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -301882.343750 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -301882.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -301894.156250 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -301894.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -301899.656250 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -301899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -301901.562500 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -301901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301904.843750 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -301904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -301906.500000 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -301906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -301907.625000 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -301907.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -301907.625000 Penalty: 2549.887451
	Iteration 22F: 3 clusters Score -301907.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -854583.437500 Penalty: 1436.264648
	Iteration 0F: 2 clusters Score -854583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -849435.125000 Penalty: 2872.529297
	Iteration 0F: 3 clusters Score -849435.1 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -850978.000000 Penalty: 2872.529297
	Iteration 1F: 3 clusters Score -850978 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -851189.562500 Penalty: 2872.529297
	Iteration 2F: 3 clusters Score -851189.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -851328.687500 Penalty: 2872.529297
	Iteration 3Q: 3 clusters Score -851328.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -851457.500000 Penalty: 2872.529297
	Iteration 4Q: 3 clusters Score -851457.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -851598.000000 Penalty: 2872.529297
	Iteration 5Q: 3 clusters Score -851598 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -851710.812500 Penalty: 2872.529297
	Iteration 6Q: 3 clusters Score -851710.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -851812.625000 Penalty: 2872.529297
	Iteration 7Q: 3 clusters Score -851812.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -851914.812500 Penalty: 2872.529297
	Iteration 8Q: 3 clusters Score -851914.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -852014.625000 Penalty: 2872.529297
	Iteration 9Q: 3 clusters Score -852014.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -852095.375000 Penalty: 2872.529297
	Iteration 10Q: 3 clusters Score -852095.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -852180.812500 Penalty: 2872.529297
	Iteration 11Q: 3 clusters Score -852180.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -852262.062500 Penalty: 2872.529297
	Iteration 12Q: 3 clusters Score -852262.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -852336.437500 Penalty: 2872.529297
	Iteration 13Q: 3 clusters Score -852336.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -852430.687500 Penalty: 2872.529297
	Iteration 14Q: 3 clusters Score -852430.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -852541.250000 Penalty: 2872.529297
	Iteration 15Q: 3 clusters Score -852541.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -852638.500000 Penalty: 2872.529297
	Iteration 16Q: 3 clusters Score -852638.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -852724.250000 Penalty: 2872.529297
	Iteration 17Q: 3 clusters Score -852724.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -852832.250000 Penalty: 2872.529297
	Iteration 18Q: 3 clusters Score -852832.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -852944.937500 Penalty: 2872.529297
	Iteration 19Q: 3 clusters Score -852944.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -853035.625000 Penalty: 2872.529297
	Iteration 20F: 3 clusters Score -853035.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -853101.937500 Penalty: 2872.529297
	Iteration 21Q: 3 clusters Score -853101.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -853166.500000 Penalty: 2872.529297
	Iteration 22Q: 3 clusters Score -853166.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -853216.687500 Penalty: 2872.529297
	Iteration 23Q: 3 clusters Score -853216.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -853258.062500 Penalty: 2872.529297
	Iteration 24Q: 3 clusters Score -853258.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -853286.562500 Penalty: 2872.529297
	Iteration 25Q: 3 clusters Score -853286.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -853304.625000 Penalty: 2872.529297
	Iteration 26Q: 3 clusters Score -853304.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -853320.875000 Penalty: 2872.529297
	Iteration 27Q: 3 clusters Score -853320.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -853330.812500 Penalty: 2872.529297
	Iteration 28Q: 3 clusters Score -853330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -853337.875000 Penalty: 2872.529297
	Iteration 29Q: 3 clusters Score -853337.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -853344.250000 Penalty: 2872.529297
	Iteration 30Q: 3 clusters Score -853344.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -853349.187500 Penalty: 2872.529297
	Iteration 31Q: 3 clusters Score -853349.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -853353.812500 Penalty: 2872.529297
	Iteration 32Q: 3 clusters Score -853353.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -853356.375000 Penalty: 2872.529297
	Iteration 33Q: 3 clusters Score -853356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -853359.125000 Penalty: 2872.529297
	Iteration 34Q: 3 clusters Score -853359.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -853362.062500 Penalty: 2872.529297
	Iteration 35Q: 3 clusters Score -853362.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -853364.750000 Penalty: 2872.529297
	Iteration 36Q: 3 clusters Score -853364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -853364.812500 Penalty: 2872.529297
	Iteration 37Q: 3 clusters Score -853364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -853366.312500 Penalty: 2872.529297
	Iteration 38Q: 3 clusters Score -853366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -853367.250000 Penalty: 2872.529297
	Iteration 39Q: 3 clusters Score -853367.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -853367.250000 Penalty: 2872.529297
	Iteration 40F: 3 clusters Score -853367.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (110397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Entering Unmasked Estep 
Score: -14302537.000000 Penalty: 1886.923706
	Iteration 0F: 2 clusters Score -1.430254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -14234080.000000 Penalty: 3773.847412
	Iteration 0F: 3 clusters Score -1.423408e+07 nChanged 53112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -14264798.000000 Penalty: 3773.847412
	Iteration 1F: 3 clusters Score -1.42648e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59828 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -14265578.000000 Penalty: 3773.847412
	Iteration 2Q: 3 clusters Score -1.426558e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -14266753.000000 Penalty: 3773.847412
	Iteration 3Q: 3 clusters Score -1.426675e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -14268829.000000 Penalty: 3773.847412
	Iteration 4Q: 3 clusters Score -1.426883e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -14272377.000000 Penalty: 3773.847412
	Iteration 5F: 3 clusters Score -1.427238e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -14278227.000000 Penalty: 3773.847412
	Iteration 6F: 3 clusters Score -1.427823e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -14285810.000000 Penalty: 3773.847412
	Iteration 7F: 3 clusters Score -1.428581e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98651 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -14292498.000000 Penalty: 3773.847412
	Iteration 8F: 3 clusters Score -1.42925e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -14296642.000000 Penalty: 3773.847412
	Iteration 9Q: 3 clusters Score -1.429664e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -14299159.000000 Penalty: 3773.847412
	Iteration 10Q: 3 clusters Score -1.429916e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107656 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14300242.000000 Penalty: 3773.847412
	Iteration 11Q: 3 clusters Score -1.430024e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -14300669.000000 Penalty: 3773.847412
	Iteration 12Q: 3 clusters Score -1.430067e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108344 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -14300922.000000 Penalty: 3773.847412
	Iteration 13Q: 3 clusters Score -1.430092e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14301090.000000 Penalty: 3773.847412
	Iteration 14Q: 3 clusters Score -1.430109e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -14301139.000000 Penalty: 3773.847412
	Iteration 15Q: 3 clusters Score -1.430114e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108572 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -14301187.000000 Penalty: 3773.847412
	Iteration 16Q: 3 clusters Score -1.430119e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -14301200.000000 Penalty: 3773.847412
	Iteration 17Q: 3 clusters Score -1.43012e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14301223.000000 Penalty: 3773.847412
	Iteration 18Q: 3 clusters Score -1.430122e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -14301264.000000 Penalty: 3773.847412
	Iteration 19Q: 3 clusters Score -1.430126e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108582 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -14301285.000000 Penalty: 3773.847412
	Iteration 20F: 3 clusters Score -1.430128e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -14301305.000000 Penalty: 3773.847412
	Iteration 21Q: 3 clusters Score -1.43013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108581 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14301319.000000 Penalty: 3773.847412
	Iteration 22Q: 3 clusters Score -1.430132e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -14301323.000000 Penalty: 3773.847412
	Iteration 23Q: 3 clusters Score -1.430132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -14301345.000000 Penalty: 3773.847412
	Iteration 24Q: 3 clusters Score -1.430134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14301358.000000 Penalty: 3773.847412
	Iteration 25Q: 3 clusters Score -1.430136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -14301346.000000 Penalty: 3773.847412
	Iteration 26Q: 3 clusters Score -1.430135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14301366.000000 Penalty: 3773.847412
	Iteration 27Q: 3 clusters Score -1.430137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -14301373.000000 Penalty: 3773.847412
	Iteration 28Q: 3 clusters Score -1.430137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -14301369.000000 Penalty: 3773.847412
	Iteration 29Q: 3 clusters Score -1.430137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14301371.000000 Penalty: 3773.847412
	Iteration 30Q: 3 clusters Score -1.430137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14301368.000000 Penalty: 3773.847412
	Iteration 31Q: 3 clusters Score -1.430137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14301363.000000 Penalty: 3773.847412
	Iteration 32Q: 3 clusters Score -1.430136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14301366.000000 Penalty: 3773.847412
	Iteration 33Q: 3 clusters Score -1.430137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -14301367.000000 Penalty: 3773.847412
	Iteration 34Q: 3 clusters Score -1.430137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14301358.000000 Penalty: 3773.847412
	Iteration 35Q: 3 clusters Score -1.430136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108546 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14301368.000000 Penalty: 3773.847412
	Iteration 36Q: 3 clusters Score -1.430137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14301367.000000 Penalty: 3773.847412
	Iteration 37Q: 3 clusters Score -1.430137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108543 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -14301374.000000 Penalty: 3773.847412
	Iteration 38Q: 3 clusters Score -1.430137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -14301371.000000 Penalty: 3773.847412
	Iteration 39Q: 3 clusters Score -1.430137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -14301383.000000 Penalty: 3773.847412
	Iteration 40F: 3 clusters Score -1.430138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108539 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14301381.000000 Penalty: 3773.847412
	Iteration 41Q: 3 clusters Score -1.430138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -14301380.000000 Penalty: 3773.847412
	Iteration 42Q: 3 clusters Score -1.430138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -14301394.000000 Penalty: 3773.847412
	Iteration 43Q: 3 clusters Score -1.430139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -14301409.000000 Penalty: 3773.847412
	Iteration 44Q: 3 clusters Score -1.430141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -14301407.000000 Penalty: 3773.847412
	Iteration 45Q: 3 clusters Score -1.430141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14301400.000000 Penalty: 3773.847412
	Iteration 46Q: 3 clusters Score -1.43014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -14301408.000000 Penalty: 3773.847412
	Iteration 47Q: 3 clusters Score -1.430141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -14301406.000000 Penalty: 3773.847412
	Iteration 48Q: 3 clusters Score -1.430141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -14301413.000000 Penalty: 3773.847412
	Iteration 49Q: 3 clusters Score -1.430141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14301419.000000 Penalty: 3773.847412
	Iteration 50Q: 3 clusters Score -1.430142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -14301432.000000 Penalty: 3773.847412
	Iteration 51Q: 3 clusters Score -1.430143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14301445.000000 Penalty: 3773.847412
	Iteration 52Q: 3 clusters Score -1.430144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108515 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -14301444.000000 Penalty: 3773.847412
	Iteration 53Q: 3 clusters Score -1.430144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14301440.000000 Penalty: 3773.847412
	Iteration 54Q: 3 clusters Score -1.430144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14301443.000000 Penalty: 3773.847412
	Iteration 55Q: 3 clusters Score -1.430144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108512 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -14301447.000000 Penalty: 3773.847412
	Iteration 56Q: 3 clusters Score -1.430145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14301439.000000 Penalty: 3773.847412
	Iteration 57Q: 3 clusters Score -1.430144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -14301443.000000 Penalty: 3773.847412
	Iteration 58Q: 3 clusters Score -1.430144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14301444.000000 Penalty: 3773.847412
	Iteration 59Q: 3 clusters Score -1.430144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108513 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14301444.000000 Penalty: 3773.847412
	Iteration 60F: 3 clusters Score -1.430144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Entering Unmasked Estep 
Score: -880577.562500 Penalty: 1438.883057
	Iteration 0F: 2 clusters Score -880577.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -875316.250000 Penalty: 2877.766113
	Iteration 0F: 3 clusters Score -875316.2 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -876931.125000 Penalty: 2877.766113
	Iteration 1F: 3 clusters Score -876931.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -877170.625000 Penalty: 2877.766113
	Iteration 2F: 3 clusters Score -877170.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -877346.437500 Penalty: 2877.766113
	Iteration 3Q: 3 clusters Score -877346.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -877490.125000 Penalty: 2877.766113
	Iteration 4Q: 3 clusters Score -877490.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -877630.062500 Penalty: 2877.766113
	Iteration 5Q: 3 clusters Score -877630.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -877788.500000 Penalty: 2877.766113
	Iteration 6Q: 3 clusters Score -877788.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -877949.687500 Penalty: 2877.766113
	Iteration 7Q: 3 clusters Score -877949.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -878103.937500 Penalty: 2877.766113
	Iteration 8Q: 3 clusters Score -878103.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -878255.625000 Penalty: 2877.766113
	Iteration 9Q: 3 clusters Score -878255.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -878406.000000 Penalty: 2877.766113
	Iteration 10Q: 3 clusters Score -878406 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -878555.875000 Penalty: 2877.766113
	Iteration 11Q: 3 clusters Score -878555.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -878696.562500 Penalty: 2877.766113
	Iteration 12Q: 3 clusters Score -878696.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -878832.250000 Penalty: 2877.766113
	Iteration 13Q: 3 clusters Score -878832.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -878955.437500 Penalty: 2877.766113
	Iteration 14Q: 3 clusters Score -878955.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -879037.500000 Penalty: 2877.766113
	Iteration 15Q: 3 clusters Score -879037.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -879089.375000 Penalty: 2877.766113
	Iteration 16Q: 3 clusters Score -879089.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -879141.312500 Penalty: 2877.766113
	Iteration 17Q: 3 clusters Score -879141.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -879189.625000 Penalty: 2877.766113
	Iteration 18Q: 3 clusters Score -879189.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -879226.750000 Penalty: 2877.766113
	Iteration 19Q: 3 clusters Score -879226.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -879253.312500 Penalty: 2877.766113
	Iteration 20F: 3 clusters Score -879253.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -879288.687500 Penalty: 2877.766113
	Iteration 21Q: 3 clusters Score -879288.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -879318.937500 Penalty: 2877.766113
	Iteration 22Q: 3 clusters Score -879318.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -879359.562500 Penalty: 2877.766113
	Iteration 23Q: 3 clusters Score -879359.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -879382.562500 Penalty: 2877.766113
	Iteration 24Q: 3 clusters Score -879382.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -879406.375000 Penalty: 2877.766113
	Iteration 25Q: 3 clusters Score -879406.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -879416.250000 Penalty: 2877.766113
	Iteration 26Q: 3 clusters Score -879416.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -879420.875000 Penalty: 2877.766113
	Iteration 27Q: 3 clusters Score -879420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -879421.250000 Penalty: 2877.766113
	Iteration 28Q: 3 clusters Score -879421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -879426.812500 Penalty: 2877.766113
	Iteration 29Q: 3 clusters Score -879426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -879430.687500 Penalty: 2877.766113
	Iteration 30Q: 3 clusters Score -879430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -879436.625000 Penalty: 2877.766113
	Iteration 31Q: 3 clusters Score -879436.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -879439.812500 Penalty: 2877.766113
	Iteration 32Q: 3 clusters Score -879439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -879443.375000 Penalty: 2877.766113
	Iteration 33Q: 3 clusters Score -879443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -879446.000000 Penalty: 2877.766113
	Iteration 34Q: 3 clusters Score -879446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -879447.625000 Penalty: 2877.766113
	Iteration 35Q: 3 clusters Score -879447.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -879447.625000 Penalty: 2877.766113
	Iteration 36F: 3 clusters Score -879447.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Entering Unmasked Estep 
Score: -1032676.125000 Penalty: 1463.697144
	Iteration 0F: 2 clusters Score -1032676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1026687.687500 Penalty: 2927.394287
	Iteration 0F: 3 clusters Score -1026688 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1028478.125000 Penalty: 2927.394287
	Iteration 1F: 3 clusters Score -1028478 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1028702.750000 Penalty: 2927.394287
	Iteration 2F: 3 clusters Score -1028703 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1028876.187500 Penalty: 2927.394287
	Iteration 3Q: 3 clusters Score -1028876 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1029020.125000 Penalty: 2927.394287
	Iteration 4Q: 3 clusters Score -1029020 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1029162.125000 Penalty: 2927.394287
	Iteration 5Q: 3 clusters Score -1029162 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1029306.625000 Penalty: 2927.394287
	Iteration 6Q: 3 clusters Score -1029307 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1029440.937500 Penalty: 2927.394287
	Iteration 7Q: 3 clusters Score -1029441 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1029555.937500 Penalty: 2927.394287
	Iteration 8Q: 3 clusters Score -1029556 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1029669.312500 Penalty: 2927.394287
	Iteration 9Q: 3 clusters Score -1029669 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1029790.687500 Penalty: 2927.394287
	Iteration 10Q: 3 clusters Score -1029791 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1029913.812500 Penalty: 2927.394287
	Iteration 11Q: 3 clusters Score -1029914 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1030037.687500 Penalty: 2927.394287
	Iteration 12Q: 3 clusters Score -1030038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1030162.125000 Penalty: 2927.394287
	Iteration 13Q: 3 clusters Score -1030162 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1030257.875000 Penalty: 2927.394287
	Iteration 14Q: 3 clusters Score -1030258 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1030330.312500 Penalty: 2927.394287
	Iteration 15Q: 3 clusters Score -1030330 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1030376.937500 Penalty: 2927.394287
	Iteration 16Q: 3 clusters Score -1030377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1030414.687500 Penalty: 2927.394287
	Iteration 17Q: 3 clusters Score -1030415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1030437.250000 Penalty: 2927.394287
	Iteration 18Q: 3 clusters Score -1030437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1030457.062500 Penalty: 2927.394287
	Iteration 19Q: 3 clusters Score -1030457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1030471.250000 Penalty: 2927.394287
	Iteration 20F: 3 clusters Score -1030471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1030486.937500 Penalty: 2927.394287
	Iteration 21Q: 3 clusters Score -1030487 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1030495.875000 Penalty: 2927.394287
	Iteration 22Q: 3 clusters Score -1030496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1030504.812500 Penalty: 2927.394287
	Iteration 23Q: 3 clusters Score -1030505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1030509.125000 Penalty: 2927.394287
	Iteration 24Q: 3 clusters Score -1030509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1030519.437500 Penalty: 2927.394287
	Iteration 25Q: 3 clusters Score -1030519 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1030525.750000 Penalty: 2927.394287
	Iteration 26Q: 3 clusters Score -1030526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1030531.437500 Penalty: 2927.394287
	Iteration 27Q: 3 clusters Score -1030531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1030535.187500 Penalty: 2927.394287
	Iteration 28Q: 3 clusters Score -1030535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1030539.187500 Penalty: 2927.394287
	Iteration 29Q: 3 clusters Score -1030539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1030546.500000 Penalty: 2927.394287
	Iteration 30Q: 3 clusters Score -1030546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1030548.312500 Penalty: 2927.394287
	Iteration 31Q: 3 clusters Score -1030548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1030553.437500 Penalty: 2927.394287
	Iteration 32Q: 3 clusters Score -1030553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1030558.875000 Penalty: 2927.394287
	Iteration 33Q: 3 clusters Score -1030559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1030564.000000 Penalty: 2927.394287
	Iteration 34Q: 3 clusters Score -1030564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1030566.812500 Penalty: 2927.394287
	Iteration 35Q: 3 clusters Score -1030567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1030572.875000 Penalty: 2927.394287
	Iteration 36Q: 3 clusters Score -1030573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1030577.250000 Penalty: 2927.394287
	Iteration 37Q: 3 clusters Score -1030577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1030580.312500 Penalty: 2927.394287
	Iteration 38Q: 3 clusters Score -1030580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1030587.875000 Penalty: 2927.394287
	Iteration 39Q: 3 clusters Score -1030588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1030598.000000 Penalty: 2927.394287
	Iteration 40F: 3 clusters Score -1030598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1030609.500000 Penalty: 2927.394287
	Iteration 41Q: 3 clusters Score -1030610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1030616.625000 Penalty: 2927.394287
	Iteration 42Q: 3 clusters Score -1030617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1030622.750000 Penalty: 2927.394287
	Iteration 43Q: 3 clusters Score -1030623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1030629.312500 Penalty: 2927.394287
	Iteration 44Q: 3 clusters Score -1030629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1030634.875000 Penalty: 2927.394287
	Iteration 45Q: 3 clusters Score -1030635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1030645.562500 Penalty: 2927.394287
	Iteration 46Q: 3 clusters Score -1030646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1030652.937500 Penalty: 2927.394287
	Iteration 47Q: 3 clusters Score -1030653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1030663.562500 Penalty: 2927.394287
	Iteration 48Q: 3 clusters Score -1030664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1030671.437500 Penalty: 2927.394287
	Iteration 49Q: 3 clusters Score -1030671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1030673.187500 Penalty: 2927.394287
	Iteration 50Q: 3 clusters Score -1030673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1030679.812500 Penalty: 2927.394287
	Iteration 51Q: 3 clusters Score -1030680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1030685.750000 Penalty: 2927.394287
	Iteration 52Q: 3 clusters Score -1030686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1030690.750000 Penalty: 2927.394287
	Iteration 53Q: 3 clusters Score -1030691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1030691.625000 Penalty: 2927.394287
	Iteration 54Q: 3 clusters Score -1030692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1030695.375000 Penalty: 2927.394287
	Iteration 55Q: 3 clusters Score -1030695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1030697.062500 Penalty: 2927.394287
	Iteration 56Q: 3 clusters Score -1030697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1030697.187500 Penalty: 2927.394287
	Iteration 57Q: 3 clusters Score -1030697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1030700.187500 Penalty: 2927.394287
	Iteration 58Q: 3 clusters Score -1030700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1030698.812500 Penalty: 2927.394287
	Iteration 59Q: 3 clusters Score -1030699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1030702.687500 Penalty: 2927.394287
	Iteration 60F: 3 clusters Score -1030703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1030703.937500 Penalty: 2927.394287
	Iteration 61Q: 3 clusters Score -1030704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1030706.562500 Penalty: 2927.394287
	Iteration 62Q: 3 clusters Score -1030707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1030707.000000 Penalty: 2927.394287
	Iteration 63Q: 3 clusters Score -1030707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1030706.437500 Penalty: 2927.394287
	Iteration 64Q: 3 clusters Score -1030706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1030706.875000 Penalty: 2927.394287
	Iteration 65Q: 3 clusters Score -1030707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1030709.125000 Penalty: 2927.394287
	Iteration 66Q: 3 clusters Score -1030709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1030710.625000 Penalty: 2927.394287
	Iteration 67Q: 3 clusters Score -1030711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1030714.000000 Penalty: 2927.394287
	Iteration 68Q: 3 clusters Score -1030714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1030716.187500 Penalty: 2927.394287
	Iteration 69Q: 3 clusters Score -1030716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1030716.562500 Penalty: 2927.394287
	Iteration 70Q: 3 clusters Score -1030717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1030720.625000 Penalty: 2927.394287
	Iteration 71Q: 3 clusters Score -1030721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1030726.875000 Penalty: 2927.394287
	Iteration 72Q: 3 clusters Score -1030727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1030733.187500 Penalty: 2927.394287
	Iteration 73Q: 3 clusters Score -1030733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1030739.500000 Penalty: 2927.394287
	Iteration 74Q: 3 clusters Score -1030740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1030744.750000 Penalty: 2927.394287
	Iteration 75Q: 3 clusters Score -1030745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1030748.812500 Penalty: 2927.394287
	Iteration 76Q: 3 clusters Score -1030749 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1030758.625000 Penalty: 2927.394287
	Iteration 77Q: 3 clusters Score -1030759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1030763.625000 Penalty: 2927.394287
	Iteration 78Q: 3 clusters Score -1030764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1030767.500000 Penalty: 2927.394287
	Iteration 79Q: 3 clusters Score -1030768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1030772.000000 Penalty: 2927.394287
	Iteration 80F: 3 clusters Score -1030772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1030776.000000 Penalty: 2927.394287
	Iteration 81Q: 3 clusters Score -1030776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1030779.312500 Penalty: 2927.394287
	Iteration 82Q: 3 clusters Score -1030779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1030785.937500 Penalty: 2927.394287
	Iteration 83Q: 3 clusters Score -1030786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1030788.750000 Penalty: 2927.394287
	Iteration 84Q: 3 clusters Score -1030789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1030794.687500 Penalty: 2927.394287
	Iteration 85Q: 3 clusters Score -1030795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1030797.937500 Penalty: 2927.394287
	Iteration 86Q: 3 clusters Score -1030798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1030807.187500 Penalty: 2927.394287
	Iteration 87Q: 3 clusters Score -1030807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1030812.500000 Penalty: 2927.394287
	Iteration 88Q: 3 clusters Score -1030812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1030816.687500 Penalty: 2927.394287
	Iteration 89Q: 3 clusters Score -1030817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1030824.250000 Penalty: 2927.394287
	Iteration 90Q: 3 clusters Score -1030824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1030832.250000 Penalty: 2927.394287
	Iteration 91Q: 3 clusters Score -1030832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1030845.000000 Penalty: 2927.394287
	Iteration 92Q: 3 clusters Score -1030845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1030857.625000 Penalty: 2927.394287
	Iteration 93Q: 3 clusters Score -1030858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1030876.250000 Penalty: 2927.394287
	Iteration 94Q: 3 clusters Score -1030876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1030899.312500 Penalty: 2927.394287
	Iteration 95Q: 3 clusters Score -1030899 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1030916.687500 Penalty: 2927.394287
	Iteration 96Q: 3 clusters Score -1030917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1030931.875000 Penalty: 2927.394287
	Iteration 97Q: 3 clusters Score -1030932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1030946.000000 Penalty: 2927.394287
	Iteration 98Q: 3 clusters Score -1030946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1030956.187500 Penalty: 2927.394287
	Iteration 99Q: 3 clusters Score -1030956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1030969.062500 Penalty: 2927.394287
	Iteration 100F: 3 clusters Score -1030969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1030976.875000 Penalty: 2927.394287
	Iteration 101Q: 3 clusters Score -1030977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1030988.312500 Penalty: 2927.394287
	Iteration 102Q: 3 clusters Score -1030988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1030995.937500 Penalty: 2927.394287
	Iteration 103Q: 3 clusters Score -1030996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1031008.062500 Penalty: 2927.394287
	Iteration 104Q: 3 clusters Score -1031008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1031025.625000 Penalty: 2927.394287
	Iteration 105Q: 3 clusters Score -1031026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1031038.625000 Penalty: 2927.394287
	Iteration 106Q: 3 clusters Score -1031039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1031050.375000 Penalty: 2927.394287
	Iteration 107Q: 3 clusters Score -1031050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1031061.687500 Penalty: 2927.394287
	Iteration 108Q: 3 clusters Score -1031062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1031079.000000 Penalty: 2927.394287
	Iteration 109Q: 3 clusters Score -1031079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1031095.500000 Penalty: 2927.394287
	Iteration 110Q: 3 clusters Score -1031096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1031105.375000 Penalty: 2927.394287
	Iteration 111Q: 3 clusters Score -1031105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1031114.687500 Penalty: 2927.394287
	Iteration 112Q: 3 clusters Score -1031115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1031123.062500 Penalty: 2927.394287
	Iteration 113Q: 3 clusters Score -1031123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1031132.375000 Penalty: 2927.394287
	Iteration 114Q: 3 clusters Score -1031132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1031140.437500 Penalty: 2927.394287
	Iteration 115Q: 3 clusters Score -1031140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1031150.125000 Penalty: 2927.394287
	Iteration 116Q: 3 clusters Score -1031150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1031163.125000 Penalty: 2927.394287
	Iteration 117Q: 3 clusters Score -1031163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1031178.500000 Penalty: 2927.394287
	Iteration 118Q: 3 clusters Score -1031178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1031187.812500 Penalty: 2927.394287
	Iteration 119Q: 3 clusters Score -1031188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1031202.687500 Penalty: 2927.394287
	Iteration 120F: 3 clusters Score -1031203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1031213.062500 Penalty: 2927.394287
	Iteration 121Q: 3 clusters Score -1031213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1031224.187500 Penalty: 2927.394287
	Iteration 122Q: 3 clusters Score -1031224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1031238.437500 Penalty: 2927.394287
	Iteration 123Q: 3 clusters Score -1031238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1031251.312500 Penalty: 2927.394287
	Iteration 124Q: 3 clusters Score -1031251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1031271.687500 Penalty: 2927.394287
	Iteration 125Q: 3 clusters Score -1031272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1031294.000000 Penalty: 2927.394287
	Iteration 126Q: 3 clusters Score -1031294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1031304.625000 Penalty: 2927.394287
	Iteration 127Q: 3 clusters Score -1031305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1031312.125000 Penalty: 2927.394287
	Iteration 128Q: 3 clusters Score -1031312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1031320.812500 Penalty: 2927.394287
	Iteration 129Q: 3 clusters Score -1031321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1031328.437500 Penalty: 2927.394287
	Iteration 130Q: 3 clusters Score -1031328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1031335.937500 Penalty: 2927.394287
	Iteration 131Q: 3 clusters Score -1031336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1031340.750000 Penalty: 2927.394287
	Iteration 132Q: 3 clusters Score -1031341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1031345.562500 Penalty: 2927.394287
	Iteration 133Q: 3 clusters Score -1031346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1031349.312500 Penalty: 2927.394287
	Iteration 134Q: 3 clusters Score -1031349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1031355.000000 Penalty: 2927.394287
	Iteration 135Q: 3 clusters Score -1031355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1031363.000000 Penalty: 2927.394287
	Iteration 136Q: 3 clusters Score -1031363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1031367.937500 Penalty: 2927.394287
	Iteration 137Q: 3 clusters Score -1031368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1031369.625000 Penalty: 2927.394287
	Iteration 138Q: 3 clusters Score -1031370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1031370.250000 Penalty: 2927.394287
	Iteration 139Q: 3 clusters Score -1031370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1031371.625000 Penalty: 2927.394287
	Iteration 140F: 3 clusters Score -1031372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1031372.125000 Penalty: 2927.394287
	Iteration 141Q: 3 clusters Score -1031372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1031374.187500 Penalty: 2927.394287
	Iteration 142Q: 3 clusters Score -1031374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1031374.187500 Penalty: 2927.394287
	Iteration 143F: 3 clusters Score -1031374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29224.835938 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29224.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28432.779297 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28432.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28503.189453 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28503.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28517.511719 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28517.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28534.767578 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28534.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28546.013672 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28546.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28546.013672 Penalty: 1783.904785
	Iteration 5F: 3 clusters Score -28546.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Entering Unmasked Estep 
Score: -9342.961914 Penalty: 829.716187
	Iteration 0F: 2 clusters Score -9342.962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8843.088867 Penalty: 1659.432373
	Iteration 0F: 3 clusters Score -8843.089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9155.747070 Penalty: 1659.432373
	Iteration 1F: 3 clusters Score -9155.747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9292.444336 Penalty: 1659.432373
	Iteration 2F: 3 clusters Score -9292.444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9505.621094 Penalty: 1659.432373
	Iteration 3F: 3 clusters Score -9505.621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9544.470703 Penalty: 1659.432373
	Iteration 4Q: 3 clusters Score -9544.471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9580.291016 Penalty: 1659.432373
	Iteration 5Q: 3 clusters Score -9580.291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9580.291016 Penalty: 1659.432373
	Iteration 6F: 3 clusters Score -9580.291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 110397 members 
Mstep: Class 4 contains 7007 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 68 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 52636 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 13068 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 9978 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 20528 members 
Mstep: Class 23 contains 97 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21364 members 
Mstep: Class 27 contains 50925 members 
Mstep: Class 28 contains 26162 members 
Mstep: Class 29 contains 453 members 
Entering Unmasked Estep 
Score: -59788716.000000 Penalty: 61624.625000
Splitting cluster 7 changes total score from -59789792.000000 to -59788716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -835001.812500 Penalty: 1430.580811
	Iteration 0F: 2 clusters Score -835001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -829900.937500 Penalty: 2861.161621
	Iteration 0F: 3 clusters Score -829900.9 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -831460.875000 Penalty: 2861.161621
	Iteration 1F: 3 clusters Score -831460.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -831711.500000 Penalty: 2861.161621
	Iteration 2F: 3 clusters Score -831711.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -831924.187500 Penalty: 2861.161621
	Iteration 3F: 3 clusters Score -831924.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -832129.437500 Penalty: 2861.161621
	Iteration 4F: 3 clusters Score -832129.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -832350.750000 Penalty: 2861.161621
	Iteration 5F: 3 clusters Score -832350.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -832569.812500 Penalty: 2861.161621
	Iteration 6F: 3 clusters Score -832569.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -832775.500000 Penalty: 2861.161621
	Iteration 7Q: 3 clusters Score -832775.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -833009.625000 Penalty: 2861.161621
	Iteration 8Q: 3 clusters Score -833009.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -833268.125000 Penalty: 2861.161621
	Iteration 9F: 3 clusters Score -833268.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -833545.437500 Penalty: 2861.161621
	Iteration 10Q: 3 clusters Score -833545.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -833771.437500 Penalty: 2861.161621
	Iteration 11Q: 3 clusters Score -833771.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -833932.125000 Penalty: 2861.161621
	Iteration 12Q: 3 clusters Score -833932.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -834031.187500 Penalty: 2861.161621
	Iteration 13Q: 3 clusters Score -834031.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -834103.625000 Penalty: 2861.161621
	Iteration 14Q: 3 clusters Score -834103.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -834161.125000 Penalty: 2861.161621
	Iteration 15Q: 3 clusters Score -834161.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -834211.875000 Penalty: 2861.161621
	Iteration 16Q: 3 clusters Score -834211.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -834256.312500 Penalty: 2861.161621
	Iteration 17Q: 3 clusters Score -834256.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -834287.062500 Penalty: 2861.161621
	Iteration 18Q: 3 clusters Score -834287.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -834303.125000 Penalty: 2861.161621
	Iteration 19Q: 3 clusters Score -834303.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -834319.125000 Penalty: 2861.161621
	Iteration 20F: 3 clusters Score -834319.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -834333.750000 Penalty: 2861.161621
	Iteration 21Q: 3 clusters Score -834333.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -834341.625000 Penalty: 2861.161621
	Iteration 22Q: 3 clusters Score -834341.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -834350.437500 Penalty: 2861.161621
	Iteration 23Q: 3 clusters Score -834350.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -834359.250000 Penalty: 2861.161621
	Iteration 24Q: 3 clusters Score -834359.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -834367.062500 Penalty: 2861.161621
	Iteration 25Q: 3 clusters Score -834367.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -834376.125000 Penalty: 2861.161621
	Iteration 26Q: 3 clusters Score -834376.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -834381.875000 Penalty: 2861.161621
	Iteration 27Q: 3 clusters Score -834381.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -834389.000000 Penalty: 2861.161621
	Iteration 28Q: 3 clusters Score -834389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -834397.625000 Penalty: 2861.161621
	Iteration 29Q: 3 clusters Score -834397.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -834404.500000 Penalty: 2861.161621
	Iteration 30Q: 3 clusters Score -834404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -834405.937500 Penalty: 2861.161621
	Iteration 31Q: 3 clusters Score -834405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -834411.812500 Penalty: 2861.161621
	Iteration 32Q: 3 clusters Score -834411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -834415.750000 Penalty: 2861.161621
	Iteration 33Q: 3 clusters Score -834415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -834419.312500 Penalty: 2861.161621
	Iteration 34Q: 3 clusters Score -834419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -834423.500000 Penalty: 2861.161621
	Iteration 35Q: 3 clusters Score -834423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -834424.062500 Penalty: 2861.161621
	Iteration 36Q: 3 clusters Score -834424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -834428.562500 Penalty: 2861.161621
	Iteration 37Q: 3 clusters Score -834428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -834429.187500 Penalty: 2861.161621
	Iteration 38Q: 3 clusters Score -834429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -834429.750000 Penalty: 2861.161621
	Iteration 39Q: 3 clusters Score -834429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -834429.750000 Penalty: 2861.161621
	Iteration 40F: 3 clusters Score -834429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52636 members 
Entering Unmasked Estep 
Score: -6790815.000000 Penalty: 1766.562866
	Iteration 0F: 2 clusters Score -6790815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -6755628.500000 Penalty: 3533.125732
	Iteration 0F: 3 clusters Score -6755628 nChanged 24827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6769722.000000 Penalty: 3533.125732
	Iteration 1F: 3 clusters Score -6769722 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -6770208.500000 Penalty: 3533.125732
	Iteration 2Q: 3 clusters Score -6770208 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6770793.000000 Penalty: 3533.125732
	Iteration 3Q: 3 clusters Score -6770793 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6771318.000000 Penalty: 3533.125732
	Iteration 4Q: 3 clusters Score -6771318 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -6771895.000000 Penalty: 3533.125732
	Iteration 5Q: 3 clusters Score -6771895 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -6772598.000000 Penalty: 3533.125732
	Iteration 6Q: 3 clusters Score -6772598 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -6773333.500000 Penalty: 3533.125732
	Iteration 7Q: 3 clusters Score -6773334 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6774284.000000 Penalty: 3533.125732
	Iteration 8Q: 3 clusters Score -6774284 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -6775480.500000 Penalty: 3533.125732
	Iteration 9Q: 3 clusters Score -6775480 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6776899.000000 Penalty: 3533.125732
	Iteration 10Q: 3 clusters Score -6776899 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -6778342.500000 Penalty: 3533.125732
	Iteration 11Q: 3 clusters Score -6778342 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -6779363.000000 Penalty: 3533.125732
	Iteration 12Q: 3 clusters Score -6779363 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -6779904.500000 Penalty: 3533.125732
	Iteration 13Q: 3 clusters Score -6779904 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -6780204.000000 Penalty: 3533.125732
	Iteration 14Q: 3 clusters Score -6780204 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -6780329.000000 Penalty: 3533.125732
	Iteration 15Q: 3 clusters Score -6780329 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -6780443.500000 Penalty: 3533.125732
	Iteration 16Q: 3 clusters Score -6780444 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -6780555.500000 Penalty: 3533.125732
	Iteration 17Q: 3 clusters Score -6780556 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -6780649.000000 Penalty: 3533.125732
	Iteration 18Q: 3 clusters Score -6780649 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -6780712.500000 Penalty: 3533.125732
	Iteration 19Q: 3 clusters Score -6780712 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -6780841.500000 Penalty: 3533.125732
	Iteration 20F: 3 clusters Score -6780842 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -6780930.500000 Penalty: 3533.125732
	Iteration 21Q: 3 clusters Score -6780930 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -6781063.000000 Penalty: 3533.125732
	Iteration 22Q: 3 clusters Score -6781063 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -6781198.000000 Penalty: 3533.125732
	Iteration 23Q: 3 clusters Score -6781198 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -6781409.000000 Penalty: 3533.125732
	Iteration 24Q: 3 clusters Score -6781409 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -6781652.500000 Penalty: 3533.125732
	Iteration 25Q: 3 clusters Score -6781652 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -6781941.000000 Penalty: 3533.125732
	Iteration 26Q: 3 clusters Score -6781941 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6782283.000000 Penalty: 3533.125732
	Iteration 27Q: 3 clusters Score -6782283 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -6782623.000000 Penalty: 3533.125732
	Iteration 28Q: 3 clusters Score -6782623 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -6782971.000000 Penalty: 3533.125732
	Iteration 29Q: 3 clusters Score -6782971 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -6783313.000000 Penalty: 3533.125732
	Iteration 30Q: 3 clusters Score -6783313 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -6783651.000000 Penalty: 3533.125732
	Iteration 31Q: 3 clusters Score -6783651 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -6783956.000000 Penalty: 3533.125732
	Iteration 32Q: 3 clusters Score -6783956 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -6784207.500000 Penalty: 3533.125732
	Iteration 33Q: 3 clusters Score -6784208 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -6784402.000000 Penalty: 3533.125732
	Iteration 34Q: 3 clusters Score -6784402 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -6784663.500000 Penalty: 3533.125732
	Iteration 35Q: 3 clusters Score -6784664 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -6784858.000000 Penalty: 3533.125732
	Iteration 36Q: 3 clusters Score -6784858 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -6785081.500000 Penalty: 3533.125732
	Iteration 37Q: 3 clusters Score -6785082 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -6785288.500000 Penalty: 3533.125732
	Iteration 38Q: 3 clusters Score -6785288 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -6785492.000000 Penalty: 3533.125732
	Iteration 39Q: 3 clusters Score -6785492 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6785668.000000 Penalty: 3533.125732
	Iteration 40F: 3 clusters Score -6785668 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -6785886.500000 Penalty: 3533.125732
	Iteration 41Q: 3 clusters Score -6785886 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -6786140.500000 Penalty: 3533.125732
	Iteration 42Q: 3 clusters Score -6786140 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -6786476.500000 Penalty: 3533.125732
	Iteration 43Q: 3 clusters Score -6786476 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6786750.500000 Penalty: 3533.125732
	Iteration 44Q: 3 clusters Score -6786750 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6787076.000000 Penalty: 3533.125732
	Iteration 45Q: 3 clusters Score -6787076 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6787375.000000 Penalty: 3533.125732
	Iteration 46Q: 3 clusters Score -6787375 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6787687.000000 Penalty: 3533.125732
	Iteration 47Q: 3 clusters Score -6787687 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -6787997.500000 Penalty: 3533.125732
	Iteration 48Q: 3 clusters Score -6787998 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6788199.500000 Penalty: 3533.125732
	Iteration 49Q: 3 clusters Score -6788200 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6788437.500000 Penalty: 3533.125732
	Iteration 50Q: 3 clusters Score -6788438 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6788596.500000 Penalty: 3533.125732
	Iteration 51Q: 3 clusters Score -6788596 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6788736.500000 Penalty: 3533.125732
	Iteration 52Q: 3 clusters Score -6788736 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6788884.000000 Penalty: 3533.125732
	Iteration 53Q: 3 clusters Score -6788884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -6788982.000000 Penalty: 3533.125732
	Iteration 54Q: 3 clusters Score -6788982 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6789075.000000 Penalty: 3533.125732
	Iteration 55Q: 3 clusters Score -6789075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6789139.000000 Penalty: 3533.125732
	Iteration 56Q: 3 clusters Score -6789139 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6789196.000000 Penalty: 3533.125732
	Iteration 57Q: 3 clusters Score -6789196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6789227.500000 Penalty: 3533.125732
	Iteration 58Q: 3 clusters Score -6789228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6789254.000000 Penalty: 3533.125732
	Iteration 59Q: 3 clusters Score -6789254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6789292.500000 Penalty: 3533.125732
	Iteration 60F: 3 clusters Score -6789292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6789308.500000 Penalty: 3533.125732
	Iteration 61Q: 3 clusters Score -6789308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6789326.000000 Penalty: 3533.125732
	Iteration 62Q: 3 clusters Score -6789326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51929 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6789328.500000 Penalty: 3533.125732
	Iteration 63Q: 3 clusters Score -6789328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6789340.500000 Penalty: 3533.125732
	Iteration 64Q: 3 clusters Score -6789340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6789355.500000 Penalty: 3533.125732
	Iteration 65Q: 3 clusters Score -6789356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6789354.000000 Penalty: 3533.125732
	Iteration 66Q: 3 clusters Score -6789354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51998 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6789372.500000 Penalty: 3533.125732
	Iteration 67Q: 3 clusters Score -6789372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6789381.000000 Penalty: 3533.125732
	Iteration 68Q: 3 clusters Score -6789381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6789378.000000 Penalty: 3533.125732
	Iteration 69Q: 3 clusters Score -6789378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6789383.000000 Penalty: 3533.125732
	Iteration 70Q: 3 clusters Score -6789383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6789384.000000 Penalty: 3533.125732
	Iteration 71Q: 3 clusters Score -6789384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6789391.500000 Penalty: 3533.125732
	Iteration 72Q: 3 clusters Score -6789392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6789391.500000 Penalty: 3533.125732
	Iteration 73F: 3 clusters Score -6789392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -78542.289062 Penalty: 1078.127930
	Iteration 0F: 2 clusters Score -78542.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77393.218750 Penalty: 2156.255859
	Iteration 0F: 3 clusters Score -77393.22 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77839.617188 Penalty: 2156.255859
	Iteration 1F: 3 clusters Score -77839.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78027.406250 Penalty: 2156.255859
	Iteration 2F: 3 clusters Score -78027.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78103.656250 Penalty: 2156.255859
	Iteration 3F: 3 clusters Score -78103.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78164.617188 Penalty: 2156.255859
	Iteration 4Q: 3 clusters Score -78164.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78225.023438 Penalty: 2156.255859
	Iteration 5Q: 3 clusters Score -78225.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78255.171875 Penalty: 2156.255859
	Iteration 6Q: 3 clusters Score -78255.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78273.734375 Penalty: 2156.255859
	Iteration 7Q: 3 clusters Score -78273.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78283.007812 Penalty: 2156.255859
	Iteration 8Q: 3 clusters Score -78283.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78292.992188 Penalty: 2156.255859
	Iteration 9Q: 3 clusters Score -78292.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78303.093750 Penalty: 2156.255859
	Iteration 10Q: 3 clusters Score -78303.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78311.960938 Penalty: 2156.255859
	Iteration 11Q: 3 clusters Score -78311.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78316.078125 Penalty: 2156.255859
	Iteration 12Q: 3 clusters Score -78316.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78326.070312 Penalty: 2156.255859
	Iteration 13Q: 3 clusters Score -78326.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78327.398438 Penalty: 2156.255859
	Iteration 14Q: 3 clusters Score -78327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78331.039062 Penalty: 2156.255859
	Iteration 15F: 3 clusters Score -78331.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78341.429688 Penalty: 2156.255859
	Iteration 16Q: 3 clusters Score -78341.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78344.570312 Penalty: 2156.255859
	Iteration 17Q: 3 clusters Score -78344.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78345.546875 Penalty: 2156.255859
	Iteration 18Q: 3 clusters Score -78345.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -78346.085938 Penalty: 2156.255859
	Iteration 19Q: 3 clusters Score -78346.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78346.343750 Penalty: 2156.255859
	Iteration 20F: 3 clusters Score -78346.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78346.609375 Penalty: 2156.255859
	Iteration 21Q: 3 clusters Score -78346.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78346.609375 Penalty: 2156.255859
	Iteration 22F: 3 clusters Score -78346.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -400542.437500 Penalty: 1320.847168
	Iteration 0F: 2 clusters Score -400542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -397540.468750 Penalty: 2641.694336
	Iteration 0F: 3 clusters Score -397540.5 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -398379.656250 Penalty: 2641.694336
	Iteration 1F: 3 clusters Score -398379.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -398642.062500 Penalty: 2641.694336
	Iteration 2F: 3 clusters Score -398642.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -398967.937500 Penalty: 2641.694336
	Iteration 3F: 3 clusters Score -398967.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -399344.937500 Penalty: 2641.694336
	Iteration 4F: 3 clusters Score -399344.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -399637.843750 Penalty: 2641.694336
	Iteration 5F: 3 clusters Score -399637.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -399815.875000 Penalty: 2641.694336
	Iteration 6F: 3 clusters Score -399815.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -399924.968750 Penalty: 2641.694336
	Iteration 7Q: 3 clusters Score -399925 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -400001.375000 Penalty: 2641.694336
	Iteration 8Q: 3 clusters Score -400001.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -400051.031250 Penalty: 2641.694336
	Iteration 9Q: 3 clusters Score -400051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -400072.500000 Penalty: 2641.694336
	Iteration 10Q: 3 clusters Score -400072.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -400084.312500 Penalty: 2641.694336
	Iteration 11Q: 3 clusters Score -400084.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400091.937500 Penalty: 2641.694336
	Iteration 12Q: 3 clusters Score -400091.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -400098.875000 Penalty: 2641.694336
	Iteration 13Q: 3 clusters Score -400098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -400107.062500 Penalty: 2641.694336
	Iteration 14Q: 3 clusters Score -400107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -400111.406250 Penalty: 2641.694336
	Iteration 15Q: 3 clusters Score -400111.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -400113.875000 Penalty: 2641.694336
	Iteration 16Q: 3 clusters Score -400113.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -400115.968750 Penalty: 2641.694336
	Iteration 17Q: 3 clusters Score -400116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -400115.593750 Penalty: 2641.694336
	Iteration 18Q: 3 clusters Score -400115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -400116.312500 Penalty: 2641.694336
	Iteration 19Q: 3 clusters Score -400116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -400116.625000 Penalty: 2641.694336
	Iteration 20F: 3 clusters Score -400116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -400117.156250 Penalty: 2641.694336
	Iteration 21Q: 3 clusters Score -400117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -400117.000000 Penalty: 2641.694336
	Iteration 22Q: 3 clusters Score -400117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -400118.968750 Penalty: 2641.694336
	Iteration 23Q: 3 clusters Score -400119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -400119.218750 Penalty: 2641.694336
	Iteration 24Q: 3 clusters Score -400119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -400119.968750 Penalty: 2641.694336
	Iteration 25Q: 3 clusters Score -400120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -400119.968750 Penalty: 2641.694336
	Iteration 26F: 3 clusters Score -400120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Entering Unmasked Estep 
Score: -2183065.750000 Penalty: 1581.467285
	Iteration 0F: 2 clusters Score -2183066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2171452.000000 Penalty: 3162.934570
	Iteration 0F: 3 clusters Score -2171452 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2175496.500000 Penalty: 3162.934570
	Iteration 1F: 3 clusters Score -2175496 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2175825.000000 Penalty: 3162.934570
	Iteration 2F: 3 clusters Score -2175825 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2176089.000000 Penalty: 3162.934570
	Iteration 3Q: 3 clusters Score -2176089 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2176329.250000 Penalty: 3162.934570
	Iteration 4Q: 3 clusters Score -2176329 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -2176571.000000 Penalty: 3162.934570
	Iteration 5Q: 3 clusters Score -2176571 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2176795.750000 Penalty: 3162.934570
	Iteration 6Q: 3 clusters Score -2176796 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2177041.750000 Penalty: 3162.934570
	Iteration 7Q: 3 clusters Score -2177042 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2177311.000000 Penalty: 3162.934570
	Iteration 8Q: 3 clusters Score -2177311 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2177571.750000 Penalty: 3162.934570
	Iteration 9Q: 3 clusters Score -2177572 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2177806.250000 Penalty: 3162.934570
	Iteration 10Q: 3 clusters Score -2177806 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2178052.750000 Penalty: 3162.934570
	Iteration 11Q: 3 clusters Score -2178053 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2178286.750000 Penalty: 3162.934570
	Iteration 12Q: 3 clusters Score -2178287 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2178494.750000 Penalty: 3162.934570
	Iteration 13Q: 3 clusters Score -2178495 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2178753.250000 Penalty: 3162.934570
	Iteration 14Q: 3 clusters Score -2178753 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2179039.750000 Penalty: 3162.934570
	Iteration 15Q: 3 clusters Score -2179040 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2179358.000000 Penalty: 3162.934570
	Iteration 16Q: 3 clusters Score -2179358 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2179710.250000 Penalty: 3162.934570
	Iteration 17Q: 3 clusters Score -2179710 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2180103.750000 Penalty: 3162.934570
	Iteration 18Q: 3 clusters Score -2180104 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2180512.750000 Penalty: 3162.934570
	Iteration 19Q: 3 clusters Score -2180513 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2180933.500000 Penalty: 3162.934570
	Iteration 20F: 3 clusters Score -2180934 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2181215.250000 Penalty: 3162.934570
	Iteration 21Q: 3 clusters Score -2181215 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2181391.000000 Penalty: 3162.934570
	Iteration 22Q: 3 clusters Score -2181391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2181486.250000 Penalty: 3162.934570
	Iteration 23Q: 3 clusters Score -2181486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2181554.500000 Penalty: 3162.934570
	Iteration 24Q: 3 clusters Score -2181554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2181588.000000 Penalty: 3162.934570
	Iteration 25Q: 3 clusters Score -2181588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2181609.000000 Penalty: 3162.934570
	Iteration 26Q: 3 clusters Score -2181609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2181619.250000 Penalty: 3162.934570
	Iteration 27Q: 3 clusters Score -2181619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2181631.000000 Penalty: 3162.934570
	Iteration 28Q: 3 clusters Score -2181631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2181638.000000 Penalty: 3162.934570
	Iteration 29Q: 3 clusters Score -2181638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2181645.000000 Penalty: 3162.934570
	Iteration 30Q: 3 clusters Score -2181645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2181652.000000 Penalty: 3162.934570
	Iteration 31Q: 3 clusters Score -2181652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2181660.750000 Penalty: 3162.934570
	Iteration 32Q: 3 clusters Score -2181661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2181664.000000 Penalty: 3162.934570
	Iteration 33Q: 3 clusters Score -2181664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2181666.250000 Penalty: 3162.934570
	Iteration 34Q: 3 clusters Score -2181666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2181674.750000 Penalty: 3162.934570
	Iteration 35Q: 3 clusters Score -2181675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2181674.750000 Penalty: 3162.934570
	Iteration 36Q: 3 clusters Score -2181675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2181674.750000 Penalty: 3162.934570
	Iteration 37F: 3 clusters Score -2181675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Entering Unmasked Estep 
Score: -2160884.000000 Penalty: 1579.497559
	Iteration 0F: 2 clusters Score -2160884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2149436.750000 Penalty: 3158.995117
	Iteration 0F: 3 clusters Score -2149437 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2153474.750000 Penalty: 3158.995117
	Iteration 1F: 3 clusters Score -2153475 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2153909.500000 Penalty: 3158.995117
	Iteration 2F: 3 clusters Score -2153910 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2154482.000000 Penalty: 3158.995117
	Iteration 3F: 3 clusters Score -2154482 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2155203.250000 Penalty: 3158.995117
	Iteration 4F: 3 clusters Score -2155203 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2156136.500000 Penalty: 3158.995117
	Iteration 5F: 3 clusters Score -2156136 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2157095.750000 Penalty: 3158.995117
	Iteration 6F: 3 clusters Score -2157096 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2157980.500000 Penalty: 3158.995117
	Iteration 7F: 3 clusters Score -2157980 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2158642.250000 Penalty: 3158.995117
	Iteration 8Q: 3 clusters Score -2158642 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2159054.250000 Penalty: 3158.995117
	Iteration 9Q: 3 clusters Score -2159054 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2159264.250000 Penalty: 3158.995117
	Iteration 10Q: 3 clusters Score -2159264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2159357.750000 Penalty: 3158.995117
	Iteration 11Q: 3 clusters Score -2159358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2159406.500000 Penalty: 3158.995117
	Iteration 12Q: 3 clusters Score -2159406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2159431.000000 Penalty: 3158.995117
	Iteration 13Q: 3 clusters Score -2159431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2159449.000000 Penalty: 3158.995117
	Iteration 14Q: 3 clusters Score -2159449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2159464.000000 Penalty: 3158.995117
	Iteration 15Q: 3 clusters Score -2159464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2159466.000000 Penalty: 3158.995117
	Iteration 16Q: 3 clusters Score -2159466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2159469.500000 Penalty: 3158.995117
	Iteration 17Q: 3 clusters Score -2159470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2159469.500000 Penalty: 3158.995117
	Iteration 18F: 3 clusters Score -2159470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Entering Unmasked Estep 
Score: -1700471.000000 Penalty: 1540.162231
	Iteration 0F: 2 clusters Score -1700471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1691358.750000 Penalty: 3080.324463
	Iteration 0F: 3 clusters Score -1691359 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1694335.375000 Penalty: 3080.324463
	Iteration 1F: 3 clusters Score -1694335 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1694580.000000 Penalty: 3080.324463
	Iteration 2F: 3 clusters Score -1694580 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1694808.375000 Penalty: 3080.324463
	Iteration 3Q: 3 clusters Score -1694808 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1695039.375000 Penalty: 3080.324463
	Iteration 4Q: 3 clusters Score -1695039 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1695284.375000 Penalty: 3080.324463
	Iteration 5Q: 3 clusters Score -1695284 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1695614.500000 Penalty: 3080.324463
	Iteration 6Q: 3 clusters Score -1695614 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1696035.500000 Penalty: 3080.324463
	Iteration 7F: 3 clusters Score -1696036 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1696559.625000 Penalty: 3080.324463
	Iteration 8F: 3 clusters Score -1696560 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1697178.500000 Penalty: 3080.324463
	Iteration 9F: 3 clusters Score -1697178 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1697680.875000 Penalty: 3080.324463
	Iteration 10Q: 3 clusters Score -1697681 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1698084.625000 Penalty: 3080.324463
	Iteration 11Q: 3 clusters Score -1698085 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1698388.500000 Penalty: 3080.324463
	Iteration 12Q: 3 clusters Score -1698388 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1698585.250000 Penalty: 3080.324463
	Iteration 13Q: 3 clusters Score -1698585 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1698711.500000 Penalty: 3080.324463
	Iteration 14Q: 3 clusters Score -1698712 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1698783.250000 Penalty: 3080.324463
	Iteration 15Q: 3 clusters Score -1698783 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1698833.625000 Penalty: 3080.324463
	Iteration 16Q: 3 clusters Score -1698834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1698871.250000 Penalty: 3080.324463
	Iteration 17Q: 3 clusters Score -1698871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1698895.625000 Penalty: 3080.324463
	Iteration 18Q: 3 clusters Score -1698896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1698912.750000 Penalty: 3080.324463
	Iteration 19Q: 3 clusters Score -1698913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1698927.000000 Penalty: 3080.324463
	Iteration 20F: 3 clusters Score -1698927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1698943.625000 Penalty: 3080.324463
	Iteration 21Q: 3 clusters Score -1698944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1698949.250000 Penalty: 3080.324463
	Iteration 22Q: 3 clusters Score -1698949 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1698959.000000 Penalty: 3080.324463
	Iteration 23Q: 3 clusters Score -1698959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1698968.750000 Penalty: 3080.324463
	Iteration 24Q: 3 clusters Score -1698969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1698975.375000 Penalty: 3080.324463
	Iteration 25Q: 3 clusters Score -1698975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1698983.125000 Penalty: 3080.324463
	Iteration 26Q: 3 clusters Score -1698983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1698990.875000 Penalty: 3080.324463
	Iteration 27Q: 3 clusters Score -1698991 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1699002.500000 Penalty: 3080.324463
	Iteration 28Q: 3 clusters Score -1699002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1699014.750000 Penalty: 3080.324463
	Iteration 29Q: 3 clusters Score -1699015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1699023.875000 Penalty: 3080.324463
	Iteration 30Q: 3 clusters Score -1699024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1699027.625000 Penalty: 3080.324463
	Iteration 31Q: 3 clusters Score -1699028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1699035.375000 Penalty: 3080.324463
	Iteration 32Q: 3 clusters Score -1699035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1699042.875000 Penalty: 3080.324463
	Iteration 33Q: 3 clusters Score -1699043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1699051.000000 Penalty: 3080.324463
	Iteration 34Q: 3 clusters Score -1699051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1699059.500000 Penalty: 3080.324463
	Iteration 35Q: 3 clusters Score -1699060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1699063.000000 Penalty: 3080.324463
	Iteration 36Q: 3 clusters Score -1699063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1699069.250000 Penalty: 3080.324463
	Iteration 37Q: 3 clusters Score -1699069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1699073.375000 Penalty: 3080.324463
	Iteration 38Q: 3 clusters Score -1699073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1699077.250000 Penalty: 3080.324463
	Iteration 39Q: 3 clusters Score -1699077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1699074.750000 Penalty: 3080.324463
	Iteration 40F: 3 clusters Score -1699075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1699076.125000 Penalty: 3080.324463
	Iteration 41Q: 3 clusters Score -1699076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1699077.125000 Penalty: 3080.324463
	Iteration 42Q: 3 clusters Score -1699077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1699077.750000 Penalty: 3080.324463
	Iteration 43Q: 3 clusters Score -1699078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1699077.750000 Penalty: 3080.324463
	Iteration 44F: 3 clusters Score -1699078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -138024.484375 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -138024.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136494.609375 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -136494.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -136805.968750 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -136806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -136919.500000 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -136919.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -136993.656250 Penalty: 2280.106445
	Iteration 3F: 3 clusters Score -136993.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -137051.750000 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -137051.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137109.031250 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -137109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137157.875000 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -137157.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137191.390625 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -137191.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -137204.390625 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -137204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -137212.312500 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -137212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -137219.000000 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -137219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -137219.671875 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -137219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -137219.671875 Penalty: 2280.106445
	Iteration 12F: 3 clusters Score -137219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -804210.500000 Penalty: 1423.751831
	Iteration 0F: 2 clusters Score -804210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -799360.812500 Penalty: 2847.503662
	Iteration 0F: 3 clusters Score -799360.8 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -800694.750000 Penalty: 2847.503662
	Iteration 1F: 3 clusters Score -800694.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -800895.500000 Penalty: 2847.503662
	Iteration 2F: 3 clusters Score -800895.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -801032.875000 Penalty: 2847.503662
	Iteration 3F: 3 clusters Score -801032.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -801124.312500 Penalty: 2847.503662
	Iteration 4Q: 3 clusters Score -801124.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -801196.625000 Penalty: 2847.503662
	Iteration 5Q: 3 clusters Score -801196.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -801247.625000 Penalty: 2847.503662
	Iteration 6Q: 3 clusters Score -801247.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -801291.250000 Penalty: 2847.503662
	Iteration 7Q: 3 clusters Score -801291.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -801329.375000 Penalty: 2847.503662
	Iteration 8Q: 3 clusters Score -801329.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -801359.437500 Penalty: 2847.503662
	Iteration 9Q: 3 clusters Score -801359.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -801394.812500 Penalty: 2847.503662
	Iteration 10Q: 3 clusters Score -801394.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -801443.687500 Penalty: 2847.503662
	Iteration 11Q: 3 clusters Score -801443.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -801492.562500 Penalty: 2847.503662
	Iteration 12Q: 3 clusters Score -801492.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -801549.875000 Penalty: 2847.503662
	Iteration 13Q: 3 clusters Score -801549.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -801606.562500 Penalty: 2847.503662
	Iteration 14Q: 3 clusters Score -801606.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -801668.500000 Penalty: 2847.503662
	Iteration 15Q: 3 clusters Score -801668.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -801756.437500 Penalty: 2847.503662
	Iteration 16Q: 3 clusters Score -801756.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -801850.875000 Penalty: 2847.503662
	Iteration 17Q: 3 clusters Score -801850.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -801945.875000 Penalty: 2847.503662
	Iteration 18Q: 3 clusters Score -801945.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -802054.187500 Penalty: 2847.503662
	Iteration 19Q: 3 clusters Score -802054.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -802171.250000 Penalty: 2847.503662
	Iteration 20F: 3 clusters Score -802171.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -802272.062500 Penalty: 2847.503662
	Iteration 21Q: 3 clusters Score -802272.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -802380.125000 Penalty: 2847.503662
	Iteration 22Q: 3 clusters Score -802380.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -802483.125000 Penalty: 2847.503662
	Iteration 23Q: 3 clusters Score -802483.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -802564.500000 Penalty: 2847.503662
	Iteration 24Q: 3 clusters Score -802564.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -802637.625000 Penalty: 2847.503662
	Iteration 25Q: 3 clusters Score -802637.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -802724.562500 Penalty: 2847.503662
	Iteration 26Q: 3 clusters Score -802724.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -802796.125000 Penalty: 2847.503662
	Iteration 27Q: 3 clusters Score -802796.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -802858.625000 Penalty: 2847.503662
	Iteration 28Q: 3 clusters Score -802858.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -802891.750000 Penalty: 2847.503662
	Iteration 29Q: 3 clusters Score -802891.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -802929.250000 Penalty: 2847.503662
	Iteration 30Q: 3 clusters Score -802929.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -802963.500000 Penalty: 2847.503662
	Iteration 31Q: 3 clusters Score -802963.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -802988.250000 Penalty: 2847.503662
	Iteration 32Q: 3 clusters Score -802988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -803012.937500 Penalty: 2847.503662
	Iteration 33Q: 3 clusters Score -803012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -803033.437500 Penalty: 2847.503662
	Iteration 34Q: 3 clusters Score -803033.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -803049.812500 Penalty: 2847.503662
	Iteration 35Q: 3 clusters Score -803049.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -803067.250000 Penalty: 2847.503662
	Iteration 36Q: 3 clusters Score -803067.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -803078.312500 Penalty: 2847.503662
	Iteration 37Q: 3 clusters Score -803078.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -803089.312500 Penalty: 2847.503662
	Iteration 38Q: 3 clusters Score -803089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -803101.187500 Penalty: 2847.503662
	Iteration 39Q: 3 clusters Score -803101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -803110.187500 Penalty: 2847.503662
	Iteration 40F: 3 clusters Score -803110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -803111.312500 Penalty: 2847.503662
	Iteration 41Q: 3 clusters Score -803111.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -803112.875000 Penalty: 2847.503662
	Iteration 42Q: 3 clusters Score -803112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -803115.250000 Penalty: 2847.503662
	Iteration 43Q: 3 clusters Score -803115.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -803120.250000 Penalty: 2847.503662
	Iteration 44Q: 3 clusters Score -803120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -803123.062500 Penalty: 2847.503662
	Iteration 45Q: 3 clusters Score -803123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -803123.875000 Penalty: 2847.503662
	Iteration 46Q: 3 clusters Score -803123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -803123.875000 Penalty: 2847.503662
	Iteration 47F: 3 clusters Score -803123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Entering Unmasked Estep 
Score: -10996407.000000 Penalty: 1846.073120
	Iteration 0F: 2 clusters Score -1.099641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -10939424.000000 Penalty: 3692.146240
	Iteration 0F: 3 clusters Score -1.093942e+07 nChanged 40863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -10963344.000000 Penalty: 3692.146240
	Iteration 1F: 3 clusters Score -1.096334e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -10964494.000000 Penalty: 3692.146240
	Iteration 2Q: 3 clusters Score -1.096449e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -10966218.000000 Penalty: 3692.146240
	Iteration 3Q: 3 clusters Score -1.096622e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -10969041.000000 Penalty: 3692.146240
	Iteration 4F: 3 clusters Score -1.096904e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -10973094.000000 Penalty: 3692.146240
	Iteration 5F: 3 clusters Score -1.097309e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -10978465.000000 Penalty: 3692.146240
	Iteration 6F: 3 clusters Score -1.097846e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72382 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -10983819.000000 Penalty: 3692.146240
	Iteration 7F: 3 clusters Score -1.098382e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77304 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -10988145.000000 Penalty: 3692.146240
	Iteration 8F: 3 clusters Score -1.098814e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -10991084.000000 Penalty: 3692.146240
	Iteration 9Q: 3 clusters Score -1.099108e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10992794.000000 Penalty: 3692.146240
	Iteration 10Q: 3 clusters Score -1.099279e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10993653.000000 Penalty: 3692.146240
	Iteration 11Q: 3 clusters Score -1.099365e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84760 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10994109.000000 Penalty: 3692.146240
	Iteration 12Q: 3 clusters Score -1.099411e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10994390.000000 Penalty: 3692.146240
	Iteration 13Q: 3 clusters Score -1.099439e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -10994552.000000 Penalty: 3692.146240
	Iteration 14Q: 3 clusters Score -1.099455e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10994615.000000 Penalty: 3692.146240
	Iteration 15Q: 3 clusters Score -1.099462e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10994636.000000 Penalty: 3692.146240
	Iteration 16Q: 3 clusters Score -1.099464e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85425 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10994647.000000 Penalty: 3692.146240
	Iteration 17Q: 3 clusters Score -1.099465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85444 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10994677.000000 Penalty: 3692.146240
	Iteration 18Q: 3 clusters Score -1.099468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85463 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10994704.000000 Penalty: 3692.146240
	Iteration 19Q: 3 clusters Score -1.09947e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85474 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10994698.000000 Penalty: 3692.146240
	Iteration 20F: 3 clusters Score -1.09947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85481 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10994705.000000 Penalty: 3692.146240
	Iteration 21Q: 3 clusters Score -1.09947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10994707.000000 Penalty: 3692.146240
	Iteration 22Q: 3 clusters Score -1.099471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85490 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10994717.000000 Penalty: 3692.146240
	Iteration 23Q: 3 clusters Score -1.099472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10994724.000000 Penalty: 3692.146240
	Iteration 24Q: 3 clusters Score -1.099472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85506 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10994725.000000 Penalty: 3692.146240
	Iteration 25Q: 3 clusters Score -1.099472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10994730.000000 Penalty: 3692.146240
	Iteration 26Q: 3 clusters Score -1.099473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10994740.000000 Penalty: 3692.146240
	Iteration 27Q: 3 clusters Score -1.099474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85525 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10994746.000000 Penalty: 3692.146240
	Iteration 28Q: 3 clusters Score -1.099475e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85527 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10994752.000000 Penalty: 3692.146240
	Iteration 29Q: 3 clusters Score -1.099475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10994755.000000 Penalty: 3692.146240
	Iteration 30Q: 3 clusters Score -1.099476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10994762.000000 Penalty: 3692.146240
	Iteration 31Q: 3 clusters Score -1.099476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85540 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10994767.000000 Penalty: 3692.146240
	Iteration 32Q: 3 clusters Score -1.099477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10994770.000000 Penalty: 3692.146240
	Iteration 33Q: 3 clusters Score -1.099477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10994775.000000 Penalty: 3692.146240
	Iteration 34Q: 3 clusters Score -1.099478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10994772.000000 Penalty: 3692.146240
	Iteration 35Q: 3 clusters Score -1.099477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10994775.000000 Penalty: 3692.146240
	Iteration 36Q: 3 clusters Score -1.099478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10994780.000000 Penalty: 3692.146240
	Iteration 37Q: 3 clusters Score -1.099478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10994773.000000 Penalty: 3692.146240
	Iteration 38Q: 3 clusters Score -1.099477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10994783.000000 Penalty: 3692.146240
	Iteration 39Q: 3 clusters Score -1.099478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10994778.000000 Penalty: 3692.146240
	Iteration 40F: 3 clusters Score -1.099478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85556 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10994785.000000 Penalty: 3692.146240
	Iteration 41Q: 3 clusters Score -1.099478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10994790.000000 Penalty: 3692.146240
	Iteration 42Q: 3 clusters Score -1.099479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10994795.000000 Penalty: 3692.146240
	Iteration 43Q: 3 clusters Score -1.09948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10994795.000000 Penalty: 3692.146240
	Iteration 44Q: 3 clusters Score -1.09948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85565 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10994800.000000 Penalty: 3692.146240
	Iteration 45Q: 3 clusters Score -1.09948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10994803.000000 Penalty: 3692.146240
	Iteration 46Q: 3 clusters Score -1.09948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10994804.000000 Penalty: 3692.146240
	Iteration 47Q: 3 clusters Score -1.09948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10994812.000000 Penalty: 3692.146240
	Iteration 48Q: 3 clusters Score -1.099481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10994815.000000 Penalty: 3692.146240
	Iteration 49Q: 3 clusters Score -1.099482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10994815.000000 Penalty: 3692.146240
	Iteration 50F: 3 clusters Score -1.099482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Entering Unmasked Estep 
Score: -176850.859375 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -176850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -175163.609375 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -175163.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175475.515625 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -175475.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -175545.765625 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -175545.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175583.203125 Penalty: 2360.354248
	Iteration 3Q: 3 clusters Score -175583.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -175608.796875 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -175608.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -175626.640625 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -175626.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -175637.828125 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -175637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -175646.531250 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -175646.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -175653.375000 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -175653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175659.640625 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -175659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175664.750000 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -175664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175667.890625 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -175667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175669.843750 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -175669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -175670.734375 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -175670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -175672.734375 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -175672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -175674.562500 Penalty: 2360.354248
	Iteration 15Q: 3 clusters Score -175674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175675.234375 Penalty: 2360.354248
	Iteration 16Q: 3 clusters Score -175675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175675.234375 Penalty: 2360.354248
	Iteration 17F: 3 clusters Score -175675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Entering Unmasked Estep 
Score: -1176785.875000 Penalty: 1496.322388
	Iteration 0F: 2 clusters Score -1176786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1169691.500000 Penalty: 2992.644775
	Iteration 0F: 3 clusters Score -1169692 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1172219.000000 Penalty: 2992.644775
	Iteration 1F: 3 clusters Score -1172219 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1172667.750000 Penalty: 2992.644775
	Iteration 2F: 3 clusters Score -1172668 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1173018.375000 Penalty: 2992.644775
	Iteration 3F: 3 clusters Score -1173018 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1173296.750000 Penalty: 2992.644775
	Iteration 4F: 3 clusters Score -1173297 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1173593.625000 Penalty: 2992.644775
	Iteration 5Q: 3 clusters Score -1173594 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1173849.250000 Penalty: 2992.644775
	Iteration 6Q: 3 clusters Score -1173849 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1174047.250000 Penalty: 2992.644775
	Iteration 7Q: 3 clusters Score -1174047 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1174211.000000 Penalty: 2992.644775
	Iteration 8Q: 3 clusters Score -1174211 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1174343.000000 Penalty: 2992.644775
	Iteration 9Q: 3 clusters Score -1174343 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1174438.250000 Penalty: 2992.644775
	Iteration 10Q: 3 clusters Score -1174438 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1174519.000000 Penalty: 2992.644775
	Iteration 11Q: 3 clusters Score -1174519 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1174568.125000 Penalty: 2992.644775
	Iteration 12Q: 3 clusters Score -1174568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1174616.500000 Penalty: 2992.644775
	Iteration 13Q: 3 clusters Score -1174616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1174657.250000 Penalty: 2992.644775
	Iteration 14Q: 3 clusters Score -1174657 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1174706.875000 Penalty: 2992.644775
	Iteration 15Q: 3 clusters Score -1174707 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1174761.000000 Penalty: 2992.644775
	Iteration 16Q: 3 clusters Score -1174761 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1174816.250000 Penalty: 2992.644775
	Iteration 17Q: 3 clusters Score -1174816 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1174870.375000 Penalty: 2992.644775
	Iteration 18Q: 3 clusters Score -1174870 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1174925.250000 Penalty: 2992.644775
	Iteration 19Q: 3 clusters Score -1174925 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1174987.250000 Penalty: 2992.644775
	Iteration 20F: 3 clusters Score -1174987 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1175057.625000 Penalty: 2992.644775
	Iteration 21Q: 3 clusters Score -1175058 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1175126.125000 Penalty: 2992.644775
	Iteration 22Q: 3 clusters Score -1175126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1175200.625000 Penalty: 2992.644775
	Iteration 23Q: 3 clusters Score -1175201 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1175276.750000 Penalty: 2992.644775
	Iteration 24Q: 3 clusters Score -1175277 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1175363.500000 Penalty: 2992.644775
	Iteration 25Q: 3 clusters Score -1175364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1175455.750000 Penalty: 2992.644775
	Iteration 26Q: 3 clusters Score -1175456 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1175529.500000 Penalty: 2992.644775
	Iteration 27Q: 3 clusters Score -1175530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1175597.500000 Penalty: 2992.644775
	Iteration 28Q: 3 clusters Score -1175598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1175657.250000 Penalty: 2992.644775
	Iteration 29Q: 3 clusters Score -1175657 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1175722.875000 Penalty: 2992.644775
	Iteration 30Q: 3 clusters Score -1175723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1175778.750000 Penalty: 2992.644775
	Iteration 31Q: 3 clusters Score -1175779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1175826.875000 Penalty: 2992.644775
	Iteration 32Q: 3 clusters Score -1175827 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1175883.625000 Penalty: 2992.644775
	Iteration 33Q: 3 clusters Score -1175884 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1175939.125000 Penalty: 2992.644775
	Iteration 34Q: 3 clusters Score -1175939 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1175992.625000 Penalty: 2992.644775
	Iteration 35Q: 3 clusters Score -1175993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1176032.750000 Penalty: 2992.644775
	Iteration 36Q: 3 clusters Score -1176033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1176065.625000 Penalty: 2992.644775
	Iteration 37Q: 3 clusters Score -1176066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1176084.125000 Penalty: 2992.644775
	Iteration 38Q: 3 clusters Score -1176084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1176097.125000 Penalty: 2992.644775
	Iteration 39Q: 3 clusters Score -1176097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1176123.750000 Penalty: 2992.644775
	Iteration 40F: 3 clusters Score -1176124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1176139.000000 Penalty: 2992.644775
	Iteration 41Q: 3 clusters Score -1176139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1176148.500000 Penalty: 2992.644775
	Iteration 42Q: 3 clusters Score -1176148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1176158.625000 Penalty: 2992.644775
	Iteration 43Q: 3 clusters Score -1176159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1176167.625000 Penalty: 2992.644775
	Iteration 44Q: 3 clusters Score -1176168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1176183.500000 Penalty: 2992.644775
	Iteration 45Q: 3 clusters Score -1176184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1176186.250000 Penalty: 2992.644775
	Iteration 46Q: 3 clusters Score -1176186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1176195.250000 Penalty: 2992.644775
	Iteration 47Q: 3 clusters Score -1176195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1176200.625000 Penalty: 2992.644775
	Iteration 48Q: 3 clusters Score -1176201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1176205.500000 Penalty: 2992.644775
	Iteration 49Q: 3 clusters Score -1176206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1176207.375000 Penalty: 2992.644775
	Iteration 50Q: 3 clusters Score -1176207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1176208.625000 Penalty: 2992.644775
	Iteration 51Q: 3 clusters Score -1176209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1176210.875000 Penalty: 2992.644775
	Iteration 52Q: 3 clusters Score -1176211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1176213.125000 Penalty: 2992.644775
	Iteration 53Q: 3 clusters Score -1176213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1176215.875000 Penalty: 2992.644775
	Iteration 54Q: 3 clusters Score -1176216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1176215.500000 Penalty: 2992.644775
	Iteration 55Q: 3 clusters Score -1176216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1176215.750000 Penalty: 2992.644775
	Iteration 56Q: 3 clusters Score -1176216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1176217.000000 Penalty: 2992.644775
	Iteration 57Q: 3 clusters Score -1176217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1176219.875000 Penalty: 2992.644775
	Iteration 58Q: 3 clusters Score -1176220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1176220.625000 Penalty: 2992.644775
	Iteration 59Q: 3 clusters Score -1176221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1176221.250000 Penalty: 2992.644775
	Iteration 60F: 3 clusters Score -1176221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1176224.875000 Penalty: 2992.644775
	Iteration 61Q: 3 clusters Score -1176225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1176224.375000 Penalty: 2992.644775
	Iteration 62Q: 3 clusters Score -1176224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1176224.375000 Penalty: 2992.644775
	Iteration 63F: 3 clusters Score -1176224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -22057.296875 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -22057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21434.552734 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -21434.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21699.441406 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -21699.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21903.281250 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -21903.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -21982.279297 Penalty: 1821.885620
	Iteration 3F: 3 clusters Score -21982.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22057.953125 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -22057.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22160.943359 Penalty: 1821.885620
	Iteration 5Q: 3 clusters Score -22160.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22258.714844 Penalty: 1821.885620
	Iteration 6Q: 3 clusters Score -22258.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22326.736328 Penalty: 1821.885620
	Iteration 7Q: 3 clusters Score -22326.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22392.941406 Penalty: 1821.885620
	Iteration 8Q: 3 clusters Score -22392.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22493.394531 Penalty: 1821.885620
	Iteration 9Q: 3 clusters Score -22493.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -22560.332031 Penalty: 1821.885620
	Iteration 10Q: 3 clusters Score -22560.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22617.945312 Penalty: 1821.885620
	Iteration 11Q: 3 clusters Score -22617.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22670.841797 Penalty: 1821.885620
	Iteration 12Q: 3 clusters Score -22670.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22695.248047 Penalty: 1821.885620
	Iteration 13Q: 3 clusters Score -22695.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22700.488281 Penalty: 1821.885620
	Iteration 14Q: 3 clusters Score -22700.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22722.595703 Penalty: 1821.885620
	Iteration 15Q: 3 clusters Score -22722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22754.283203 Penalty: 1821.885620
	Iteration 16Q: 3 clusters Score -22754.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22772.556641 Penalty: 1821.885620
	Iteration 17F: 3 clusters Score -22772.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22836.222656 Penalty: 1821.885620
	Iteration 18Q: 3 clusters Score -22836.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22847.982422 Penalty: 1821.885620
	Iteration 19Q: 3 clusters Score -22847.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22868.074219 Penalty: 1821.885620
	Iteration 20F: 3 clusters Score -22868.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22873.312500 Penalty: 1821.885620
	Iteration 21Q: 3 clusters Score -22873.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22873.312500 Penalty: 1821.885620
	Iteration 22F: 3 clusters Score -22873.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 110397 members 
Mstep: Class 4 contains 7007 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 52636 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 13068 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 9978 members 
Mstep: Class 20 contains 167 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 20528 members 
Mstep: Class 23 contains 105 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21364 members 
Mstep: Class 27 contains 50925 members 
Mstep: Class 28 contains 26162 members 
Mstep: Class 29 contains 453 members 
Entering Unmasked Estep 
Score: -59789312.000000 Penalty: 61624.625000
Splitting cluster 20 changes total score from -59789792.000000 to -59789312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -282682.812500 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -282682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -280482.281250 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -280482.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -280945.968750 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -280946 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -281027.812500 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -281027.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -281070.031250 Penalty: 2503.037109
	Iteration 3Q: 3 clusters Score -281070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281099.906250 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -281099.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -281121.843750 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -281121.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -281140.500000 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -281140.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -281151.781250 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -281151.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -281158.625000 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -281158.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -281163.687500 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -281163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -281170.343750 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -281170.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -281183.875000 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -281183.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -281190.031250 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -281190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -281195.656250 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -281195.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -281200.093750 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -281200.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -281205.000000 Penalty: 2503.037109
	Iteration 15Q: 3 clusters Score -281205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -281210.531250 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -281210.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -281217.062500 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -281217.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -281222.531250 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -281222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -281227.031250 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -281227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -281228.468750 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -281228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -281230.687500 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -281230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -281232.500000 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -281232.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -281233.687500 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -281233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -281236.312500 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -281236.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281239.031250 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -281239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -281240.562500 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -281240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -281242.718750 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -281242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -281245.218750 Penalty: 2503.037109
	Iteration 28Q: 3 clusters Score -281245.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -281251.125000 Penalty: 2503.037109
	Iteration 29Q: 3 clusters Score -281251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -281258.750000 Penalty: 2503.037109
	Iteration 30Q: 3 clusters Score -281258.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281264.281250 Penalty: 2503.037109
	Iteration 31Q: 3 clusters Score -281264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -281269.500000 Penalty: 2503.037109
	Iteration 32Q: 3 clusters Score -281269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -281271.875000 Penalty: 2503.037109
	Iteration 33Q: 3 clusters Score -281271.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -281274.562500 Penalty: 2503.037109
	Iteration 34Q: 3 clusters Score -281274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -281278.968750 Penalty: 2503.037109
	Iteration 35Q: 3 clusters Score -281279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -281281.843750 Penalty: 2503.037109
	Iteration 36Q: 3 clusters Score -281281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -281285.468750 Penalty: 2503.037109
	Iteration 37Q: 3 clusters Score -281285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -281289.062500 Penalty: 2503.037109
	Iteration 38Q: 3 clusters Score -281289.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -281291.187500 Penalty: 2503.037109
	Iteration 39Q: 3 clusters Score -281291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -281294.375000 Penalty: 2503.037109
	Iteration 40F: 3 clusters Score -281294.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -281297.468750 Penalty: 2503.037109
	Iteration 41Q: 3 clusters Score -281297.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -281300.156250 Penalty: 2503.037109
	Iteration 42Q: 3 clusters Score -281300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -281301.968750 Penalty: 2503.037109
	Iteration 43Q: 3 clusters Score -281302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -281303.906250 Penalty: 2503.037109
	Iteration 44Q: 3 clusters Score -281303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281306.281250 Penalty: 2503.037109
	Iteration 45Q: 3 clusters Score -281306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -281308.656250 Penalty: 2503.037109
	Iteration 46Q: 3 clusters Score -281308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -281311.625000 Penalty: 2503.037109
	Iteration 47Q: 3 clusters Score -281311.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -281315.312500 Penalty: 2503.037109
	Iteration 48Q: 3 clusters Score -281315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -281316.718750 Penalty: 2503.037109
	Iteration 49Q: 3 clusters Score -281316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -281318.625000 Penalty: 2503.037109
	Iteration 50Q: 3 clusters Score -281318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -281320.531250 Penalty: 2503.037109
	Iteration 51Q: 3 clusters Score -281320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -281322.062500 Penalty: 2503.037109
	Iteration 52Q: 3 clusters Score -281322.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -281324.531250 Penalty: 2503.037109
	Iteration 53Q: 3 clusters Score -281324.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -281325.406250 Penalty: 2503.037109
	Iteration 54Q: 3 clusters Score -281325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -281325.937500 Penalty: 2503.037109
	Iteration 55Q: 3 clusters Score -281325.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -281325.937500 Penalty: 2503.037109
	Iteration 56F: 3 clusters Score -281325.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Entering Unmasked Estep 
Score: -2578154.250000 Penalty: 1613.551147
	Iteration 0F: 2 clusters Score -2578154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2564259.250000 Penalty: 3227.102295
	Iteration 0F: 3 clusters Score -2564259 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2569511.250000 Penalty: 3227.102295
	Iteration 1F: 3 clusters Score -2569511 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2570011.000000 Penalty: 3227.102295
	Iteration 2F: 3 clusters Score -2570011 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2570504.750000 Penalty: 3227.102295
	Iteration 3F: 3 clusters Score -2570505 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2570927.000000 Penalty: 3227.102295
	Iteration 4Q: 3 clusters Score -2570927 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2571304.250000 Penalty: 3227.102295
	Iteration 5Q: 3 clusters Score -2571304 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2571619.000000 Penalty: 3227.102295
	Iteration 6Q: 3 clusters Score -2571619 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2571931.500000 Penalty: 3227.102295
	Iteration 7Q: 3 clusters Score -2571932 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2572195.500000 Penalty: 3227.102295
	Iteration 8Q: 3 clusters Score -2572196 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2572469.500000 Penalty: 3227.102295
	Iteration 9Q: 3 clusters Score -2572470 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2572708.000000 Penalty: 3227.102295
	Iteration 10Q: 3 clusters Score -2572708 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2572949.750000 Penalty: 3227.102295
	Iteration 11Q: 3 clusters Score -2572950 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2573167.750000 Penalty: 3227.102295
	Iteration 12Q: 3 clusters Score -2573168 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2573398.000000 Penalty: 3227.102295
	Iteration 13Q: 3 clusters Score -2573398 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2573610.250000 Penalty: 3227.102295
	Iteration 14Q: 3 clusters Score -2573610 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2573855.000000 Penalty: 3227.102295
	Iteration 15Q: 3 clusters Score -2573855 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2574100.250000 Penalty: 3227.102295
	Iteration 16Q: 3 clusters Score -2574100 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2574366.250000 Penalty: 3227.102295
	Iteration 17Q: 3 clusters Score -2574366 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2574605.250000 Penalty: 3227.102295
	Iteration 18Q: 3 clusters Score -2574605 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2574840.500000 Penalty: 3227.102295
	Iteration 19Q: 3 clusters Score -2574840 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2575051.500000 Penalty: 3227.102295
	Iteration 20F: 3 clusters Score -2575052 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2575268.500000 Penalty: 3227.102295
	Iteration 21Q: 3 clusters Score -2575268 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2575456.500000 Penalty: 3227.102295
	Iteration 22Q: 3 clusters Score -2575456 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2575641.000000 Penalty: 3227.102295
	Iteration 23Q: 3 clusters Score -2575641 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2575803.000000 Penalty: 3227.102295
	Iteration 24Q: 3 clusters Score -2575803 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2575993.000000 Penalty: 3227.102295
	Iteration 25Q: 3 clusters Score -2575993 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2576162.750000 Penalty: 3227.102295
	Iteration 26Q: 3 clusters Score -2576163 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2576275.250000 Penalty: 3227.102295
	Iteration 27Q: 3 clusters Score -2576275 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2576370.500000 Penalty: 3227.102295
	Iteration 28Q: 3 clusters Score -2576370 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2576459.000000 Penalty: 3227.102295
	Iteration 29Q: 3 clusters Score -2576459 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2576527.750000 Penalty: 3227.102295
	Iteration 30Q: 3 clusters Score -2576528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2576575.250000 Penalty: 3227.102295
	Iteration 31Q: 3 clusters Score -2576575 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2576614.000000 Penalty: 3227.102295
	Iteration 32Q: 3 clusters Score -2576614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -2576655.250000 Penalty: 3227.102295
	Iteration 33Q: 3 clusters Score -2576655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -2576687.500000 Penalty: 3227.102295
	Iteration 34Q: 3 clusters Score -2576688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -2576713.500000 Penalty: 3227.102295
	Iteration 35Q: 3 clusters Score -2576714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -2576741.500000 Penalty: 3227.102295
	Iteration 36Q: 3 clusters Score -2576742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2576754.000000 Penalty: 3227.102295
	Iteration 37Q: 3 clusters Score -2576754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2576765.000000 Penalty: 3227.102295
	Iteration 38Q: 3 clusters Score -2576765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2576777.000000 Penalty: 3227.102295
	Iteration 39Q: 3 clusters Score -2576777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2576782.500000 Penalty: 3227.102295
	Iteration 40F: 3 clusters Score -2576782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2576787.250000 Penalty: 3227.102295
	Iteration 41Q: 3 clusters Score -2576787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2576789.000000 Penalty: 3227.102295
	Iteration 42Q: 3 clusters Score -2576789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2576792.500000 Penalty: 3227.102295
	Iteration 43Q: 3 clusters Score -2576792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2576793.500000 Penalty: 3227.102295
	Iteration 44Q: 3 clusters Score -2576794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2576801.250000 Penalty: 3227.102295
	Iteration 45Q: 3 clusters Score -2576801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2576805.750000 Penalty: 3227.102295
	Iteration 46Q: 3 clusters Score -2576806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2576804.750000 Penalty: 3227.102295
	Iteration 47Q: 3 clusters Score -2576805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2576808.000000 Penalty: 3227.102295
	Iteration 48Q: 3 clusters Score -2576808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2576807.500000 Penalty: 3227.102295
	Iteration 49Q: 3 clusters Score -2576808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2576809.250000 Penalty: 3227.102295
	Iteration 50Q: 3 clusters Score -2576809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2576811.000000 Penalty: 3227.102295
	Iteration 51Q: 3 clusters Score -2576811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2576812.000000 Penalty: 3227.102295
	Iteration 52Q: 3 clusters Score -2576812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2576813.750000 Penalty: 3227.102295
	Iteration 53Q: 3 clusters Score -2576814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2576815.750000 Penalty: 3227.102295
	Iteration 54Q: 3 clusters Score -2576816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2576812.000000 Penalty: 3227.102295
	Iteration 55Q: 3 clusters Score -2576812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2576814.500000 Penalty: 3227.102295
	Iteration 56Q: 3 clusters Score -2576814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2576814.500000 Penalty: 3227.102295
	Iteration 57F: 3 clusters Score -2576814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -660555.312500 Penalty: 1392.682617
	Iteration 0F: 2 clusters Score -660555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -656395.937500 Penalty: 2785.365234
	Iteration 0F: 3 clusters Score -656395.9 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -657612.312500 Penalty: 2785.365234
	Iteration 1F: 3 clusters Score -657612.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -657856.687500 Penalty: 2785.365234
	Iteration 2F: 3 clusters Score -657856.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -658021.625000 Penalty: 2785.365234
	Iteration 3F: 3 clusters Score -658021.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -658153.750000 Penalty: 2785.365234
	Iteration 4Q: 3 clusters Score -658153.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -658270.937500 Penalty: 2785.365234
	Iteration 5Q: 3 clusters Score -658270.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -658399.875000 Penalty: 2785.365234
	Iteration 6Q: 3 clusters Score -658399.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -658526.062500 Penalty: 2785.365234
	Iteration 7Q: 3 clusters Score -658526.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -658646.000000 Penalty: 2785.365234
	Iteration 8Q: 3 clusters Score -658646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -658762.562500 Penalty: 2785.365234
	Iteration 9Q: 3 clusters Score -658762.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -658892.562500 Penalty: 2785.365234
	Iteration 10Q: 3 clusters Score -658892.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -659024.562500 Penalty: 2785.365234
	Iteration 11Q: 3 clusters Score -659024.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -659164.062500 Penalty: 2785.365234
	Iteration 12Q: 3 clusters Score -659164.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -659265.562500 Penalty: 2785.365234
	Iteration 13Q: 3 clusters Score -659265.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -659329.375000 Penalty: 2785.365234
	Iteration 14Q: 3 clusters Score -659329.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -659376.937500 Penalty: 2785.365234
	Iteration 15Q: 3 clusters Score -659376.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -659416.937500 Penalty: 2785.365234
	Iteration 16Q: 3 clusters Score -659416.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -659454.750000 Penalty: 2785.365234
	Iteration 17Q: 3 clusters Score -659454.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -659483.125000 Penalty: 2785.365234
	Iteration 18Q: 3 clusters Score -659483.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -659502.625000 Penalty: 2785.365234
	Iteration 19Q: 3 clusters Score -659502.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -659520.562500 Penalty: 2785.365234
	Iteration 20F: 3 clusters Score -659520.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -659533.750000 Penalty: 2785.365234
	Iteration 21Q: 3 clusters Score -659533.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -659537.812500 Penalty: 2785.365234
	Iteration 22Q: 3 clusters Score -659537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -659541.187500 Penalty: 2785.365234
	Iteration 23Q: 3 clusters Score -659541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -659541.937500 Penalty: 2785.365234
	Iteration 24Q: 3 clusters Score -659541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -659543.562500 Penalty: 2785.365234
	Iteration 25Q: 3 clusters Score -659543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -659547.875000 Penalty: 2785.365234
	Iteration 26Q: 3 clusters Score -659547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -659549.000000 Penalty: 2785.365234
	Iteration 27Q: 3 clusters Score -659549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -659552.500000 Penalty: 2785.365234
	Iteration 28Q: 3 clusters Score -659552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -659555.875000 Penalty: 2785.365234
	Iteration 29Q: 3 clusters Score -659555.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -659559.437500 Penalty: 2785.365234
	Iteration 30Q: 3 clusters Score -659559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -659559.875000 Penalty: 2785.365234
	Iteration 31Q: 3 clusters Score -659559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -659562.312500 Penalty: 2785.365234
	Iteration 32Q: 3 clusters Score -659562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -659562.812500 Penalty: 2785.365234
	Iteration 33Q: 3 clusters Score -659562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -659562.812500 Penalty: 2785.365234
	Iteration 34F: 3 clusters Score -659562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28109.902344 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -28109.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27345.138672 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -27345.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27502.892578 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -27502.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27550.480469 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -27550.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27603.693359 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -27603.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27646.927734 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -27646.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27654.300781 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -27654.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27654.300781 Penalty: 1831.306519
	Iteration 6F: 3 clusters Score -27654.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Entering Unmasked Estep 
Score: -2637476.750000 Penalty: 1620.037598
	Iteration 0F: 2 clusters Score -2637477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2622952.250000 Penalty: 3240.075195
	Iteration 0F: 3 clusters Score -2622952 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2628076.750000 Penalty: 3240.075195
	Iteration 1F: 3 clusters Score -2628077 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2628384.500000 Penalty: 3240.075195
	Iteration 2Q: 3 clusters Score -2628384 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2628681.500000 Penalty: 3240.075195
	Iteration 3Q: 3 clusters Score -2628682 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2628938.000000 Penalty: 3240.075195
	Iteration 4Q: 3 clusters Score -2628938 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2629238.500000 Penalty: 3240.075195
	Iteration 5Q: 3 clusters Score -2629238 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2629515.250000 Penalty: 3240.075195
	Iteration 6Q: 3 clusters Score -2629515 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2629835.500000 Penalty: 3240.075195
	Iteration 7Q: 3 clusters Score -2629836 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2630165.000000 Penalty: 3240.075195
	Iteration 8Q: 3 clusters Score -2630165 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2630484.250000 Penalty: 3240.075195
	Iteration 9Q: 3 clusters Score -2630484 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2630900.500000 Penalty: 3240.075195
	Iteration 10Q: 3 clusters Score -2630900 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2631428.500000 Penalty: 3240.075195
	Iteration 11Q: 3 clusters Score -2631428 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2631953.250000 Penalty: 3240.075195
	Iteration 12Q: 3 clusters Score -2631953 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2632383.000000 Penalty: 3240.075195
	Iteration 13Q: 3 clusters Score -2632383 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2632669.000000 Penalty: 3240.075195
	Iteration 14Q: 3 clusters Score -2632669 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2632825.750000 Penalty: 3240.075195
	Iteration 15Q: 3 clusters Score -2632826 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2632922.000000 Penalty: 3240.075195
	Iteration 16Q: 3 clusters Score -2632922 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2632982.250000 Penalty: 3240.075195
	Iteration 17Q: 3 clusters Score -2632982 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2633020.750000 Penalty: 3240.075195
	Iteration 18Q: 3 clusters Score -2633021 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2633042.750000 Penalty: 3240.075195
	Iteration 19Q: 3 clusters Score -2633043 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2633062.250000 Penalty: 3240.075195
	Iteration 20F: 3 clusters Score -2633062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2633075.750000 Penalty: 3240.075195
	Iteration 21Q: 3 clusters Score -2633076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2633077.750000 Penalty: 3240.075195
	Iteration 22Q: 3 clusters Score -2633078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2633100.000000 Penalty: 3240.075195
	Iteration 23Q: 3 clusters Score -2633100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2633117.000000 Penalty: 3240.075195
	Iteration 24Q: 3 clusters Score -2633117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2633134.750000 Penalty: 3240.075195
	Iteration 25Q: 3 clusters Score -2633135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2633141.500000 Penalty: 3240.075195
	Iteration 26Q: 3 clusters Score -2633142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2633156.750000 Penalty: 3240.075195
	Iteration 27Q: 3 clusters Score -2633157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2633174.500000 Penalty: 3240.075195
	Iteration 28Q: 3 clusters Score -2633174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2633198.500000 Penalty: 3240.075195
	Iteration 29Q: 3 clusters Score -2633198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2633205.250000 Penalty: 3240.075195
	Iteration 30Q: 3 clusters Score -2633205 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2633230.000000 Penalty: 3240.075195
	Iteration 31Q: 3 clusters Score -2633230 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2633245.500000 Penalty: 3240.075195
	Iteration 32Q: 3 clusters Score -2633246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2633271.250000 Penalty: 3240.075195
	Iteration 33Q: 3 clusters Score -2633271 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2633304.750000 Penalty: 3240.075195
	Iteration 34Q: 3 clusters Score -2633305 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2633339.250000 Penalty: 3240.075195
	Iteration 35Q: 3 clusters Score -2633339 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2633386.500000 Penalty: 3240.075195
	Iteration 36Q: 3 clusters Score -2633386 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2633444.750000 Penalty: 3240.075195
	Iteration 37Q: 3 clusters Score -2633445 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2633509.750000 Penalty: 3240.075195
	Iteration 38Q: 3 clusters Score -2633510 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2633579.250000 Penalty: 3240.075195
	Iteration 39Q: 3 clusters Score -2633579 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2633673.000000 Penalty: 3240.075195
	Iteration 40F: 3 clusters Score -2633673 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2633765.500000 Penalty: 3240.075195
	Iteration 41Q: 3 clusters Score -2633766 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2633844.000000 Penalty: 3240.075195
	Iteration 42Q: 3 clusters Score -2633844 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2633927.750000 Penalty: 3240.075195
	Iteration 43Q: 3 clusters Score -2633928 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2634008.250000 Penalty: 3240.075195
	Iteration 44Q: 3 clusters Score -2634008 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2634096.000000 Penalty: 3240.075195
	Iteration 45Q: 3 clusters Score -2634096 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2634155.750000 Penalty: 3240.075195
	Iteration 46Q: 3 clusters Score -2634156 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2634223.750000 Penalty: 3240.075195
	Iteration 47Q: 3 clusters Score -2634224 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2634264.000000 Penalty: 3240.075195
	Iteration 48Q: 3 clusters Score -2634264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2634323.000000 Penalty: 3240.075195
	Iteration 49Q: 3 clusters Score -2634323 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2634368.250000 Penalty: 3240.075195
	Iteration 50Q: 3 clusters Score -2634368 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2634400.000000 Penalty: 3240.075195
	Iteration 51Q: 3 clusters Score -2634400 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2634436.000000 Penalty: 3240.075195
	Iteration 52Q: 3 clusters Score -2634436 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2634456.000000 Penalty: 3240.075195
	Iteration 53Q: 3 clusters Score -2634456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2634476.000000 Penalty: 3240.075195
	Iteration 54Q: 3 clusters Score -2634476 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2634497.750000 Penalty: 3240.075195
	Iteration 55Q: 3 clusters Score -2634498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2634516.500000 Penalty: 3240.075195
	Iteration 56Q: 3 clusters Score -2634516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2634538.500000 Penalty: 3240.075195
	Iteration 57Q: 3 clusters Score -2634538 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2634555.000000 Penalty: 3240.075195
	Iteration 58Q: 3 clusters Score -2634555 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2634574.000000 Penalty: 3240.075195
	Iteration 59Q: 3 clusters Score -2634574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2634587.500000 Penalty: 3240.075195
	Iteration 60F: 3 clusters Score -2634588 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2634611.000000 Penalty: 3240.075195
	Iteration 61Q: 3 clusters Score -2634611 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2634614.500000 Penalty: 3240.075195
	Iteration 62Q: 3 clusters Score -2634614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2634629.500000 Penalty: 3240.075195
	Iteration 63Q: 3 clusters Score -2634630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2634643.750000 Penalty: 3240.075195
	Iteration 64Q: 3 clusters Score -2634644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2634665.500000 Penalty: 3240.075195
	Iteration 65Q: 3 clusters Score -2634666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2634683.250000 Penalty: 3240.075195
	Iteration 66Q: 3 clusters Score -2634683 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2634695.750000 Penalty: 3240.075195
	Iteration 67Q: 3 clusters Score -2634696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2634721.000000 Penalty: 3240.075195
	Iteration 68Q: 3 clusters Score -2634721 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2634737.500000 Penalty: 3240.075195
	Iteration 69Q: 3 clusters Score -2634738 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2634772.250000 Penalty: 3240.075195
	Iteration 70Q: 3 clusters Score -2634772 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2634804.250000 Penalty: 3240.075195
	Iteration 71Q: 3 clusters Score -2634804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2634824.750000 Penalty: 3240.075195
	Iteration 72Q: 3 clusters Score -2634825 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2634855.750000 Penalty: 3240.075195
	Iteration 73Q: 3 clusters Score -2634856 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2634880.250000 Penalty: 3240.075195
	Iteration 74Q: 3 clusters Score -2634880 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2634919.000000 Penalty: 3240.075195
	Iteration 75Q: 3 clusters Score -2634919 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2634967.000000 Penalty: 3240.075195
	Iteration 76Q: 3 clusters Score -2634967 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2635000.000000 Penalty: 3240.075195
	Iteration 77Q: 3 clusters Score -2635000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2635029.500000 Penalty: 3240.075195
	Iteration 78Q: 3 clusters Score -2635030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2635062.500000 Penalty: 3240.075195
	Iteration 79Q: 3 clusters Score -2635062 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2635102.750000 Penalty: 3240.075195
	Iteration 80F: 3 clusters Score -2635103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2635165.500000 Penalty: 3240.075195
	Iteration 81Q: 3 clusters Score -2635166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2635211.250000 Penalty: 3240.075195
	Iteration 82Q: 3 clusters Score -2635211 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2635252.750000 Penalty: 3240.075195
	Iteration 83Q: 3 clusters Score -2635253 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2635299.750000 Penalty: 3240.075195
	Iteration 84Q: 3 clusters Score -2635300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2635349.000000 Penalty: 3240.075195
	Iteration 85Q: 3 clusters Score -2635349 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2635386.500000 Penalty: 3240.075195
	Iteration 86Q: 3 clusters Score -2635386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2635426.000000 Penalty: 3240.075195
	Iteration 87Q: 3 clusters Score -2635426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2635481.250000 Penalty: 3240.075195
	Iteration 88Q: 3 clusters Score -2635481 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2635533.250000 Penalty: 3240.075195
	Iteration 89Q: 3 clusters Score -2635533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2635574.000000 Penalty: 3240.075195
	Iteration 90Q: 3 clusters Score -2635574 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2635636.250000 Penalty: 3240.075195
	Iteration 91Q: 3 clusters Score -2635636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2635687.500000 Penalty: 3240.075195
	Iteration 92Q: 3 clusters Score -2635688 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2635728.000000 Penalty: 3240.075195
	Iteration 93Q: 3 clusters Score -2635728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2635772.000000 Penalty: 3240.075195
	Iteration 94Q: 3 clusters Score -2635772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2635817.000000 Penalty: 3240.075195
	Iteration 95Q: 3 clusters Score -2635817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2635842.250000 Penalty: 3240.075195
	Iteration 96Q: 3 clusters Score -2635842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2635886.000000 Penalty: 3240.075195
	Iteration 97Q: 3 clusters Score -2635886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2635920.250000 Penalty: 3240.075195
	Iteration 98Q: 3 clusters Score -2635920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2635950.250000 Penalty: 3240.075195
	Iteration 99Q: 3 clusters Score -2635950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2635968.000000 Penalty: 3240.075195
	Iteration 100F: 3 clusters Score -2635968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2635977.750000 Penalty: 3240.075195
	Iteration 101Q: 3 clusters Score -2635978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2635988.500000 Penalty: 3240.075195
	Iteration 102Q: 3 clusters Score -2635988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2635997.250000 Penalty: 3240.075195
	Iteration 103Q: 3 clusters Score -2635997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2635997.000000 Penalty: 3240.075195
	Iteration 104Q: 3 clusters Score -2635997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2636005.250000 Penalty: 3240.075195
	Iteration 105Q: 3 clusters Score -2636005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2636011.000000 Penalty: 3240.075195
	Iteration 106Q: 3 clusters Score -2636011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2636020.500000 Penalty: 3240.075195
	Iteration 107Q: 3 clusters Score -2636020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2636026.000000 Penalty: 3240.075195
	Iteration 108Q: 3 clusters Score -2636026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2636026.000000 Penalty: 3240.075195
	Iteration 109Q: 3 clusters Score -2636026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2636040.500000 Penalty: 3240.075195
	Iteration 110Q: 3 clusters Score -2636040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2636046.750000 Penalty: 3240.075195
	Iteration 111Q: 3 clusters Score -2636047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2636057.250000 Penalty: 3240.075195
	Iteration 112Q: 3 clusters Score -2636057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2636061.250000 Penalty: 3240.075195
	Iteration 113Q: 3 clusters Score -2636061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2636065.250000 Penalty: 3240.075195
	Iteration 114Q: 3 clusters Score -2636065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2636076.750000 Penalty: 3240.075195
	Iteration 115Q: 3 clusters Score -2636077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2636085.250000 Penalty: 3240.075195
	Iteration 116Q: 3 clusters Score -2636085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2636082.250000 Penalty: 3240.075195
	Iteration 117Q: 3 clusters Score -2636082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2636087.000000 Penalty: 3240.075195
	Iteration 118Q: 3 clusters Score -2636087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2636091.500000 Penalty: 3240.075195
	Iteration 119Q: 3 clusters Score -2636092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2636093.000000 Penalty: 3240.075195
	Iteration 120F: 3 clusters Score -2636093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2636094.500000 Penalty: 3240.075195
	Iteration 121Q: 3 clusters Score -2636094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2636095.500000 Penalty: 3240.075195
	Iteration 122Q: 3 clusters Score -2636096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2636096.500000 Penalty: 3240.075195
	Iteration 123Q: 3 clusters Score -2636096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2636096.000000 Penalty: 3240.075195
	Iteration 124Q: 3 clusters Score -2636096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2636096.000000 Penalty: 3240.075195
	Iteration 125F: 3 clusters Score -2636096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Entering Unmasked Estep 
Score: -6579036.500000 Penalty: 1761.192749
	Iteration 0F: 2 clusters Score -6579036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -6545102.000000 Penalty: 3522.385498
	Iteration 0F: 3 clusters Score -6545102 nChanged 23803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -6558431.000000 Penalty: 3522.385498
	Iteration 1F: 3 clusters Score -6558431 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -6558948.000000 Penalty: 3522.385498
	Iteration 2Q: 3 clusters Score -6558948 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6559514.000000 Penalty: 3522.385498
	Iteration 3Q: 3 clusters Score -6559514 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -6560173.500000 Penalty: 3522.385498
	Iteration 4Q: 3 clusters Score -6560174 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6560924.000000 Penalty: 3522.385498
	Iteration 5Q: 3 clusters Score -6560924 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -6561938.500000 Penalty: 3522.385498
	Iteration 6Q: 3 clusters Score -6561938 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -6563085.000000 Penalty: 3522.385498
	Iteration 7Q: 3 clusters Score -6563085 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -6564653.000000 Penalty: 3522.385498
	Iteration 8F: 3 clusters Score -6564653 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -6566647.000000 Penalty: 3522.385498
	Iteration 9F: 3 clusters Score -6566647 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6568618.000000 Penalty: 3522.385498
	Iteration 10F: 3 clusters Score -6568618 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -6569992.500000 Penalty: 3522.385498
	Iteration 11Q: 3 clusters Score -6569992 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -6570653.000000 Penalty: 3522.385498
	Iteration 12Q: 3 clusters Score -6570653 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -6570975.500000 Penalty: 3522.385498
	Iteration 13Q: 3 clusters Score -6570976 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -6571261.000000 Penalty: 3522.385498
	Iteration 14Q: 3 clusters Score -6571261 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -6571528.500000 Penalty: 3522.385498
	Iteration 15Q: 3 clusters Score -6571528 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -6571733.500000 Penalty: 3522.385498
	Iteration 16Q: 3 clusters Score -6571734 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -6571926.500000 Penalty: 3522.385498
	Iteration 17Q: 3 clusters Score -6571926 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -6572088.500000 Penalty: 3522.385498
	Iteration 18Q: 3 clusters Score -6572088 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -6572260.500000 Penalty: 3522.385498
	Iteration 19Q: 3 clusters Score -6572260 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -6572419.500000 Penalty: 3522.385498
	Iteration 20F: 3 clusters Score -6572420 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6572511.000000 Penalty: 3522.385498
	Iteration 21Q: 3 clusters Score -6572511 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -6572587.500000 Penalty: 3522.385498
	Iteration 22Q: 3 clusters Score -6572588 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -6572664.000000 Penalty: 3522.385498
	Iteration 23Q: 3 clusters Score -6572664 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -6572712.000000 Penalty: 3522.385498
	Iteration 24Q: 3 clusters Score -6572712 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -6572757.000000 Penalty: 3522.385498
	Iteration 25Q: 3 clusters Score -6572757 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -6572780.500000 Penalty: 3522.385498
	Iteration 26Q: 3 clusters Score -6572780 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -6572808.500000 Penalty: 3522.385498
	Iteration 27Q: 3 clusters Score -6572808 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -6572833.000000 Penalty: 3522.385498
	Iteration 28Q: 3 clusters Score -6572833 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -6572882.000000 Penalty: 3522.385498
	Iteration 29Q: 3 clusters Score -6572882 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -6572892.500000 Penalty: 3522.385498
	Iteration 30Q: 3 clusters Score -6572892 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -6572925.000000 Penalty: 3522.385498
	Iteration 31Q: 3 clusters Score -6572925 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6572941.500000 Penalty: 3522.385498
	Iteration 32Q: 3 clusters Score -6572942 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -6572966.000000 Penalty: 3522.385498
	Iteration 33Q: 3 clusters Score -6572966 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6572978.500000 Penalty: 3522.385498
	Iteration 34Q: 3 clusters Score -6572978 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -6573006.000000 Penalty: 3522.385498
	Iteration 35Q: 3 clusters Score -6573006 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6573041.500000 Penalty: 3522.385498
	Iteration 36Q: 3 clusters Score -6573042 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -6573048.500000 Penalty: 3522.385498
	Iteration 37Q: 3 clusters Score -6573048 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -6573088.000000 Penalty: 3522.385498
	Iteration 38Q: 3 clusters Score -6573088 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -6573131.000000 Penalty: 3522.385498
	Iteration 39Q: 3 clusters Score -6573131 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -6573147.000000 Penalty: 3522.385498
	Iteration 40F: 3 clusters Score -6573147 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -6573155.500000 Penalty: 3522.385498
	Iteration 41Q: 3 clusters Score -6573156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -6573192.000000 Penalty: 3522.385498
	Iteration 42Q: 3 clusters Score -6573192 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -6573204.000000 Penalty: 3522.385498
	Iteration 43Q: 3 clusters Score -6573204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -6573232.000000 Penalty: 3522.385498
	Iteration 44Q: 3 clusters Score -6573232 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -6573232.000000 Penalty: 3522.385498
	Iteration 45Q: 3 clusters Score -6573232 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -6573237.500000 Penalty: 3522.385498
	Iteration 46Q: 3 clusters Score -6573238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -6573282.500000 Penalty: 3522.385498
	Iteration 47Q: 3 clusters Score -6573282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -6573296.500000 Penalty: 3522.385498
	Iteration 48Q: 3 clusters Score -6573296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -6573328.000000 Penalty: 3522.385498
	Iteration 49Q: 3 clusters Score -6573328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -6573341.500000 Penalty: 3522.385498
	Iteration 50Q: 3 clusters Score -6573342 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -6573366.500000 Penalty: 3522.385498
	Iteration 51Q: 3 clusters Score -6573366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6573371.500000 Penalty: 3522.385498
	Iteration 52Q: 3 clusters Score -6573372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -6573377.000000 Penalty: 3522.385498
	Iteration 53Q: 3 clusters Score -6573377 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -6573382.000000 Penalty: 3522.385498
	Iteration 54Q: 3 clusters Score -6573382 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -6573388.000000 Penalty: 3522.385498
	Iteration 55Q: 3 clusters Score -6573388 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -6573390.000000 Penalty: 3522.385498
	Iteration 56Q: 3 clusters Score -6573390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -6573384.500000 Penalty: 3522.385498
	Iteration 57Q: 3 clusters Score -6573384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -6573388.500000 Penalty: 3522.385498
	Iteration 58Q: 3 clusters Score -6573388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -6573394.000000 Penalty: 3522.385498
	Iteration 59Q: 3 clusters Score -6573394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -6573422.000000 Penalty: 3522.385498
	Iteration 60F: 3 clusters Score -6573422 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -6573430.000000 Penalty: 3522.385498
	Iteration 61Q: 3 clusters Score -6573430 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -6573437.000000 Penalty: 3522.385498
	Iteration 62Q: 3 clusters Score -6573437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -6573446.000000 Penalty: 3522.385498
	Iteration 63Q: 3 clusters Score -6573446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6573442.500000 Penalty: 3522.385498
	Iteration 64Q: 3 clusters Score -6573442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -6573449.500000 Penalty: 3522.385498
	Iteration 65Q: 3 clusters Score -6573450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6573470.000000 Penalty: 3522.385498
	Iteration 66Q: 3 clusters Score -6573470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -6573455.500000 Penalty: 3522.385498
	Iteration 67Q: 3 clusters Score -6573456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -6573464.000000 Penalty: 3522.385498
	Iteration 68Q: 3 clusters Score -6573464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -6573484.500000 Penalty: 3522.385498
	Iteration 69Q: 3 clusters Score -6573484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -6573474.500000 Penalty: 3522.385498
	Iteration 70Q: 3 clusters Score -6573474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -6573472.500000 Penalty: 3522.385498
	Iteration 71Q: 3 clusters Score -6573472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6573473.000000 Penalty: 3522.385498
	Iteration 72Q: 3 clusters Score -6573473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -6573476.000000 Penalty: 3522.385498
	Iteration 73Q: 3 clusters Score -6573476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -6573487.000000 Penalty: 3522.385498
	Iteration 74Q: 3 clusters Score -6573487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -6573488.000000 Penalty: 3522.385498
	Iteration 75Q: 3 clusters Score -6573488 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -6573507.500000 Penalty: 3522.385498
	Iteration 76Q: 3 clusters Score -6573508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6573511.500000 Penalty: 3522.385498
	Iteration 77Q: 3 clusters Score -6573512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -6573515.000000 Penalty: 3522.385498
	Iteration 78Q: 3 clusters Score -6573515 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6573511.000000 Penalty: 3522.385498
	Iteration 79Q: 3 clusters Score -6573511 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6573523.000000 Penalty: 3522.385498
	Iteration 80F: 3 clusters Score -6573523 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -6573536.000000 Penalty: 3522.385498
	Iteration 81Q: 3 clusters Score -6573536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -6573533.500000 Penalty: 3522.385498
	Iteration 82Q: 3 clusters Score -6573534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6573541.500000 Penalty: 3522.385498
	Iteration 83Q: 3 clusters Score -6573542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -6573550.000000 Penalty: 3522.385498
	Iteration 84Q: 3 clusters Score -6573550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -6573562.500000 Penalty: 3522.385498
	Iteration 85Q: 3 clusters Score -6573562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -6573571.500000 Penalty: 3522.385498
	Iteration 86Q: 3 clusters Score -6573572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -6573579.000000 Penalty: 3522.385498
	Iteration 87Q: 3 clusters Score -6573579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -6573598.500000 Penalty: 3522.385498
	Iteration 88Q: 3 clusters Score -6573598 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -6573593.000000 Penalty: 3522.385498
	Iteration 89Q: 3 clusters Score -6573593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -6573584.500000 Penalty: 3522.385498
	Iteration 90Q: 3 clusters Score -6573584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -6573597.000000 Penalty: 3522.385498
	Iteration 91Q: 3 clusters Score -6573597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -6573624.500000 Penalty: 3522.385498
	Iteration 92Q: 3 clusters Score -6573624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -6573626.500000 Penalty: 3522.385498
	Iteration 93Q: 3 clusters Score -6573626 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -6573636.500000 Penalty: 3522.385498
	Iteration 94Q: 3 clusters Score -6573636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -6573637.000000 Penalty: 3522.385498
	Iteration 95Q: 3 clusters Score -6573637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -6573643.500000 Penalty: 3522.385498
	Iteration 96Q: 3 clusters Score -6573644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -6573634.500000 Penalty: 3522.385498
	Iteration 97Q: 3 clusters Score -6573634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -6573642.500000 Penalty: 3522.385498
	Iteration 98Q: 3 clusters Score -6573642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -6573646.000000 Penalty: 3522.385498
	Iteration 99Q: 3 clusters Score -6573646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -6573634.000000 Penalty: 3522.385498
	Iteration 100F: 3 clusters Score -6573634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -6573644.500000 Penalty: 3522.385498
	Iteration 101Q: 3 clusters Score -6573644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -6573640.000000 Penalty: 3522.385498
	Iteration 102Q: 3 clusters Score -6573640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -6573637.500000 Penalty: 3522.385498
	Iteration 103Q: 3 clusters Score -6573638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -6573653.500000 Penalty: 3522.385498
	Iteration 104Q: 3 clusters Score -6573654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -6573679.000000 Penalty: 3522.385498
	Iteration 105Q: 3 clusters Score -6573679 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -6573691.500000 Penalty: 3522.385498
	Iteration 106Q: 3 clusters Score -6573692 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -6573702.000000 Penalty: 3522.385498
	Iteration 107Q: 3 clusters Score -6573702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -6573705.000000 Penalty: 3522.385498
	Iteration 108Q: 3 clusters Score -6573705 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -6573720.500000 Penalty: 3522.385498
	Iteration 109Q: 3 clusters Score -6573720 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -6573743.500000 Penalty: 3522.385498
	Iteration 110Q: 3 clusters Score -6573744 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -6573772.500000 Penalty: 3522.385498
	Iteration 111Q: 3 clusters Score -6573772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -6573777.500000 Penalty: 3522.385498
	Iteration 112Q: 3 clusters Score -6573778 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -6573815.500000 Penalty: 3522.385498
	Iteration 113Q: 3 clusters Score -6573816 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -6573842.000000 Penalty: 3522.385498
	Iteration 114Q: 3 clusters Score -6573842 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -6573877.500000 Penalty: 3522.385498
	Iteration 115Q: 3 clusters Score -6573878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -6573914.500000 Penalty: 3522.385498
	Iteration 116Q: 3 clusters Score -6573914 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -6573952.500000 Penalty: 3522.385498
	Iteration 117Q: 3 clusters Score -6573952 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -6573983.500000 Penalty: 3522.385498
	Iteration 118Q: 3 clusters Score -6573984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -6574033.500000 Penalty: 3522.385498
	Iteration 119Q: 3 clusters Score -6574034 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -6574038.500000 Penalty: 3522.385498
	Iteration 120F: 3 clusters Score -6574038 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -6574052.500000 Penalty: 3522.385498
	Iteration 121Q: 3 clusters Score -6574052 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -6574098.500000 Penalty: 3522.385498
	Iteration 122Q: 3 clusters Score -6574098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -6574124.500000 Penalty: 3522.385498
	Iteration 123Q: 3 clusters Score -6574124 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6574170.000000 Penalty: 3522.385498
	Iteration 124Q: 3 clusters Score -6574170 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -6574223.000000 Penalty: 3522.385498
	Iteration 125Q: 3 clusters Score -6574223 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -6574277.000000 Penalty: 3522.385498
	Iteration 126Q: 3 clusters Score -6574277 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -6574343.500000 Penalty: 3522.385498
	Iteration 127Q: 3 clusters Score -6574344 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -6574409.500000 Penalty: 3522.385498
	Iteration 128Q: 3 clusters Score -6574410 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -6574477.000000 Penalty: 3522.385498
	Iteration 129Q: 3 clusters Score -6574477 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -6574553.500000 Penalty: 3522.385498
	Iteration 130Q: 3 clusters Score -6574554 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6574614.500000 Penalty: 3522.385498
	Iteration 131Q: 3 clusters Score -6574614 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -6574696.000000 Penalty: 3522.385498
	Iteration 132Q: 3 clusters Score -6574696 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -6574808.500000 Penalty: 3522.385498
	Iteration 133Q: 3 clusters Score -6574808 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -6574926.000000 Penalty: 3522.385498
	Iteration 134Q: 3 clusters Score -6574926 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -6575034.500000 Penalty: 3522.385498
	Iteration 135Q: 3 clusters Score -6575034 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -6575192.000000 Penalty: 3522.385498
	Iteration 136Q: 3 clusters Score -6575192 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6575334.500000 Penalty: 3522.385498
	Iteration 137Q: 3 clusters Score -6575334 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -6575486.500000 Penalty: 3522.385498
	Iteration 138Q: 3 clusters Score -6575486 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -6575665.500000 Penalty: 3522.385498
	Iteration 139Q: 3 clusters Score -6575666 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6575784.500000 Penalty: 3522.385498
	Iteration 140F: 3 clusters Score -6575784 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6575955.500000 Penalty: 3522.385498
	Iteration 141Q: 3 clusters Score -6575956 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -6576139.500000 Penalty: 3522.385498
	Iteration 142Q: 3 clusters Score -6576140 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6576317.000000 Penalty: 3522.385498
	Iteration 143Q: 3 clusters Score -6576317 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6576476.000000 Penalty: 3522.385498
	Iteration 144Q: 3 clusters Score -6576476 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6576613.000000 Penalty: 3522.385498
	Iteration 145Q: 3 clusters Score -6576613 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6576755.500000 Penalty: 3522.385498
	Iteration 146Q: 3 clusters Score -6576756 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6576901.500000 Penalty: 3522.385498
	Iteration 147Q: 3 clusters Score -6576902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6577011.500000 Penalty: 3522.385498
	Iteration 148Q: 3 clusters Score -6577012 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6577107.000000 Penalty: 3522.385498
	Iteration 149Q: 3 clusters Score -6577107 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6577201.000000 Penalty: 3522.385498
	Iteration 150Q: 3 clusters Score -6577201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6577262.000000 Penalty: 3522.385498
	Iteration 151Q: 3 clusters Score -6577262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6577316.000000 Penalty: 3522.385498
	Iteration 152Q: 3 clusters Score -6577316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6577348.000000 Penalty: 3522.385498
	Iteration 153Q: 3 clusters Score -6577348 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6577386.500000 Penalty: 3522.385498
	Iteration 154Q: 3 clusters Score -6577386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6577418.500000 Penalty: 3522.385498
	Iteration 155Q: 3 clusters Score -6577418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6577437.500000 Penalty: 3522.385498
	Iteration 156Q: 3 clusters Score -6577438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6577458.500000 Penalty: 3522.385498
	Iteration 157Q: 3 clusters Score -6577458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6577463.500000 Penalty: 3522.385498
	Iteration 158Q: 3 clusters Score -6577464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6577487.000000 Penalty: 3522.385498
	Iteration 159Q: 3 clusters Score -6577487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6577491.000000 Penalty: 3522.385498
	Iteration 160F: 3 clusters Score -6577491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6577504.000000 Penalty: 3522.385498
	Iteration 161Q: 3 clusters Score -6577504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6577522.000000 Penalty: 3522.385498
	Iteration 162Q: 3 clusters Score -6577522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6577541.000000 Penalty: 3522.385498
	Iteration 163Q: 3 clusters Score -6577541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6577548.500000 Penalty: 3522.385498
	Iteration 164Q: 3 clusters Score -6577548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6577562.500000 Penalty: 3522.385498
	Iteration 165Q: 3 clusters Score -6577562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50333 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6577567.500000 Penalty: 3522.385498
	Iteration 166Q: 3 clusters Score -6577568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6577569.000000 Penalty: 3522.385498
	Iteration 167Q: 3 clusters Score -6577569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6577572.000000 Penalty: 3522.385498
	Iteration 168Q: 3 clusters Score -6577572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6577575.500000 Penalty: 3522.385498
	Iteration 169Q: 3 clusters Score -6577576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6577577.500000 Penalty: 3522.385498
	Iteration 170Q: 3 clusters Score -6577578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6577577.500000 Penalty: 3522.385498
	Iteration 171F: 3 clusters Score -6577578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (26162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Entering Unmasked Estep 
Score: -3310033.500000 Penalty: 1652.960205
	Iteration 0F: 2 clusters Score -3310034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -3292176.750000 Penalty: 3305.920410
	Iteration 0F: 3 clusters Score -3292177 nChanged 12009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3298909.250000 Penalty: 3305.920410
	Iteration 1F: 3 clusters Score -3298909 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3299368.750000 Penalty: 3305.920410
	Iteration 2Q: 3 clusters Score -3299369 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3299827.000000 Penalty: 3305.920410
	Iteration 3Q: 3 clusters Score -3299827 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3300370.750000 Penalty: 3305.920410
	Iteration 4Q: 3 clusters Score -3300371 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3301030.750000 Penalty: 3305.920410
	Iteration 5F: 3 clusters Score -3301031 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3301815.000000 Penalty: 3305.920410
	Iteration 6F: 3 clusters Score -3301815 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3302894.750000 Penalty: 3305.920410
	Iteration 7F: 3 clusters Score -3302895 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3304196.500000 Penalty: 3305.920410
	Iteration 8F: 3 clusters Score -3304196 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3305273.500000 Penalty: 3305.920410
	Iteration 9F: 3 clusters Score -3305274 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -3305869.500000 Penalty: 3305.920410
	Iteration 10Q: 3 clusters Score -3305870 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3306210.500000 Penalty: 3305.920410
	Iteration 11Q: 3 clusters Score -3306210 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -3306431.500000 Penalty: 3305.920410
	Iteration 12Q: 3 clusters Score -3306432 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3306622.500000 Penalty: 3305.920410
	Iteration 13Q: 3 clusters Score -3306622 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3306786.250000 Penalty: 3305.920410
	Iteration 14Q: 3 clusters Score -3306786 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3306925.000000 Penalty: 3305.920410
	Iteration 15Q: 3 clusters Score -3306925 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3307026.000000 Penalty: 3305.920410
	Iteration 16Q: 3 clusters Score -3307026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3307116.750000 Penalty: 3305.920410
	Iteration 17Q: 3 clusters Score -3307117 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3307209.500000 Penalty: 3305.920410
	Iteration 18Q: 3 clusters Score -3307210 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -3307279.000000 Penalty: 3305.920410
	Iteration 19Q: 3 clusters Score -3307279 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3307370.250000 Penalty: 3305.920410
	Iteration 20F: 3 clusters Score -3307370 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -3307425.500000 Penalty: 3305.920410
	Iteration 21Q: 3 clusters Score -3307426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3307491.750000 Penalty: 3305.920410
	Iteration 22Q: 3 clusters Score -3307492 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3307551.000000 Penalty: 3305.920410
	Iteration 23Q: 3 clusters Score -3307551 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3307611.750000 Penalty: 3305.920410
	Iteration 24Q: 3 clusters Score -3307612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3307678.250000 Penalty: 3305.920410
	Iteration 25Q: 3 clusters Score -3307678 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3307744.000000 Penalty: 3305.920410
	Iteration 26Q: 3 clusters Score -3307744 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3307816.750000 Penalty: 3305.920410
	Iteration 27Q: 3 clusters Score -3307817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3307889.000000 Penalty: 3305.920410
	Iteration 28Q: 3 clusters Score -3307889 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3307937.500000 Penalty: 3305.920410
	Iteration 29Q: 3 clusters Score -3307938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3307981.250000 Penalty: 3305.920410
	Iteration 30Q: 3 clusters Score -3307981 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3308029.500000 Penalty: 3305.920410
	Iteration 31Q: 3 clusters Score -3308030 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3308049.500000 Penalty: 3305.920410
	Iteration 32Q: 3 clusters Score -3308050 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3308082.000000 Penalty: 3305.920410
	Iteration 33Q: 3 clusters Score -3308082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3308126.250000 Penalty: 3305.920410
	Iteration 34Q: 3 clusters Score -3308126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3308157.000000 Penalty: 3305.920410
	Iteration 35Q: 3 clusters Score -3308157 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3308190.500000 Penalty: 3305.920410
	Iteration 36Q: 3 clusters Score -3308190 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3308219.500000 Penalty: 3305.920410
	Iteration 37Q: 3 clusters Score -3308220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3308246.250000 Penalty: 3305.920410
	Iteration 38Q: 3 clusters Score -3308246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3308268.250000 Penalty: 3305.920410
	Iteration 39Q: 3 clusters Score -3308268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3308289.750000 Penalty: 3305.920410
	Iteration 40F: 3 clusters Score -3308290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3308320.500000 Penalty: 3305.920410
	Iteration 41Q: 3 clusters Score -3308320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3308336.500000 Penalty: 3305.920410
	Iteration 42Q: 3 clusters Score -3308336 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3308362.250000 Penalty: 3305.920410
	Iteration 43Q: 3 clusters Score -3308362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3308381.500000 Penalty: 3305.920410
	Iteration 44Q: 3 clusters Score -3308382 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3308401.500000 Penalty: 3305.920410
	Iteration 45Q: 3 clusters Score -3308402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3308423.500000 Penalty: 3305.920410
	Iteration 46Q: 3 clusters Score -3308424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3308425.250000 Penalty: 3305.920410
	Iteration 47Q: 3 clusters Score -3308425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3308444.250000 Penalty: 3305.920410
	Iteration 48Q: 3 clusters Score -3308444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3308454.750000 Penalty: 3305.920410
	Iteration 49Q: 3 clusters Score -3308455 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3308474.000000 Penalty: 3305.920410
	Iteration 50Q: 3 clusters Score -3308474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3308496.750000 Penalty: 3305.920410
	Iteration 51Q: 3 clusters Score -3308497 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3308513.000000 Penalty: 3305.920410
	Iteration 52Q: 3 clusters Score -3308513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3308540.750000 Penalty: 3305.920410
	Iteration 53Q: 3 clusters Score -3308541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3308561.000000 Penalty: 3305.920410
	Iteration 54Q: 3 clusters Score -3308561 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3308586.000000 Penalty: 3305.920410
	Iteration 55Q: 3 clusters Score -3308586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3308597.500000 Penalty: 3305.920410
	Iteration 56Q: 3 clusters Score -3308598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3308617.500000 Penalty: 3305.920410
	Iteration 57Q: 3 clusters Score -3308618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3308644.000000 Penalty: 3305.920410
	Iteration 58Q: 3 clusters Score -3308644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3308652.000000 Penalty: 3305.920410
	Iteration 59Q: 3 clusters Score -3308652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3308667.250000 Penalty: 3305.920410
	Iteration 60F: 3 clusters Score -3308667 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3308675.500000 Penalty: 3305.920410
	Iteration 61Q: 3 clusters Score -3308676 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3308687.500000 Penalty: 3305.920410
	Iteration 62Q: 3 clusters Score -3308688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3308700.500000 Penalty: 3305.920410
	Iteration 63Q: 3 clusters Score -3308700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3308712.000000 Penalty: 3305.920410
	Iteration 64Q: 3 clusters Score -3308712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3308727.000000 Penalty: 3305.920410
	Iteration 65Q: 3 clusters Score -3308727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3308737.750000 Penalty: 3305.920410
	Iteration 66Q: 3 clusters Score -3308738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3308745.250000 Penalty: 3305.920410
	Iteration 67Q: 3 clusters Score -3308745 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3308756.500000 Penalty: 3305.920410
	Iteration 68Q: 3 clusters Score -3308756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3308764.500000 Penalty: 3305.920410
	Iteration 69Q: 3 clusters Score -3308764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3308769.250000 Penalty: 3305.920410
	Iteration 70Q: 3 clusters Score -3308769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3308780.000000 Penalty: 3305.920410
	Iteration 71Q: 3 clusters Score -3308780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3308793.000000 Penalty: 3305.920410
	Iteration 72Q: 3 clusters Score -3308793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3308796.000000 Penalty: 3305.920410
	Iteration 73Q: 3 clusters Score -3308796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3308802.500000 Penalty: 3305.920410
	Iteration 74Q: 3 clusters Score -3308802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3308806.000000 Penalty: 3305.920410
	Iteration 75Q: 3 clusters Score -3308806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3308812.000000 Penalty: 3305.920410
	Iteration 76Q: 3 clusters Score -3308812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3308814.000000 Penalty: 3305.920410
	Iteration 77Q: 3 clusters Score -3308814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3308808.000000 Penalty: 3305.920410
	Iteration 78Q: 3 clusters Score -3308808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3308813.750000 Penalty: 3305.920410
	Iteration 79Q: 3 clusters Score -3308814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3308813.250000 Penalty: 3305.920410
	Iteration 80F: 3 clusters Score -3308813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3308813.500000 Penalty: 3305.920410
	Iteration 81Q: 3 clusters Score -3308814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3308810.250000 Penalty: 3305.920410
	Iteration 82Q: 3 clusters Score -3308810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3308815.500000 Penalty: 3305.920410
	Iteration 83Q: 3 clusters Score -3308816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3308815.500000 Penalty: 3305.920410
	Iteration 84Q: 3 clusters Score -3308816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3308817.750000 Penalty: 3305.920410
	Iteration 85Q: 3 clusters Score -3308818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3308818.250000 Penalty: 3305.920410
	Iteration 86Q: 3 clusters Score -3308818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3308816.500000 Penalty: 3305.920410
	Iteration 87Q: 3 clusters Score -3308816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3308818.500000 Penalty: 3305.920410
	Iteration 88Q: 3 clusters Score -3308818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3308817.000000 Penalty: 3305.920410
	Iteration 89Q: 3 clusters Score -3308817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3308818.500000 Penalty: 3305.920410
	Iteration 90Q: 3 clusters Score -3308818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -3308818.500000 Penalty: 3305.920410
	Iteration 91F: 3 clusters Score -3308818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -48002.238281 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -48002.24 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 233 members 
Entering Unmasked Estep 
Score: -47014.800781 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -47014.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47238.656250 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -47238.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47358.070312 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -47358.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47419.015625 Penalty: 1987.664917
	Iteration 3F: 3 clusters Score -47419.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47446.718750 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -47446.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47449.199219 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -47449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47449.199219 Penalty: 1987.664917
	Iteration 6F: 3 clusters Score -47449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 110397 members 
Mstep: Class 4 contains 7007 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 52636 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 13068 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85858 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 9978 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2212 members 
Mstep: Class 22 contains 20528 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21364 members 
Mstep: Class 27 contains 50925 members 
Mstep: Class 28 contains 26162 members 
Mstep: Class 29 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59789740.000000 Penalty: 59499.636719
Iteration 119Q: 29 clusters Score -5.978974e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6896 members 
Mstep: Class 3 contains 110330 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 165 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16842 members 
Mstep: Class 13 contains 16652 members 
Mstep: Class 14 contains 13064 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85841 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 9967 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 20488 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21360 members 
Mstep: Class 27 contains 50961 members 
Mstep: Class 28 contains 26171 members 
Mstep: Class 29 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790172.000000 Penalty: 59499.636719
Iteration 120F: 29 clusters Score -5.979017e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6895 members 
Mstep: Class 3 contains 110274 members 
Mstep: Class 4 contains 7115 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 180 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 52738 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16832 members 
Mstep: Class 13 contains 16654 members 
Mstep: Class 14 contains 13059 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 85824 members 
Mstep: Class 18 contains 1420 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 271 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 20454 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21361 members 
Mstep: Class 27 contains 50986 members 
Mstep: Class 28 contains 26178 members 
Mstep: Class 29 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790496.000000 Penalty: 59499.636719
Iteration 121Q: 29 clusters Score -5.97905e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6889 members 
Mstep: Class 3 contains 110233 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 8159 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 176 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 52779 members 
Mstep: Class 10 contains 763 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16824 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 85813 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 9948 members 
Mstep: Class 20 contains 276 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 20410 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 21367 members 
Mstep: Class 27 contains 51006 members 
Mstep: Class 28 contains 26184 members 
Mstep: Class 29 contains 455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790532.000000 Penalty: 59499.636719
Iteration 122Q: 29 clusters Score -5.979053e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 110209 members 
Mstep: Class 4 contains 7212 members 
Mstep: Class 5 contains 8160 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 170 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 52819 members 
Mstep: Class 10 contains 762 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16817 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 13051 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 85818 members 
Mstep: Class 18 contains 1406 members 
Mstep: Class 19 contains 9944 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 2230 members 
Mstep: Class 22 contains 20364 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 51017 members 
Mstep: Class 28 contains 26186 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790608.000000 Penalty: 59499.636719
Iteration 123Q: 29 clusters Score -5.979061e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 110171 members 
Mstep: Class 4 contains 7255 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 52864 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16814 members 
Mstep: Class 13 contains 16651 members 
Mstep: Class 14 contains 13051 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6381 members 
Mstep: Class 17 contains 85815 members 
Mstep: Class 18 contains 1403 members 
Mstep: Class 19 contains 9934 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 2232 members 
Mstep: Class 22 contains 20314 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 51029 members 
Mstep: Class 28 contains 26202 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790748.000000 Penalty: 59499.636719
Iteration 124Q: 29 clusters Score -5.979075e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 110148 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 169 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 52895 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16810 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 13043 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 85799 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 9934 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 2236 members 
Mstep: Class 22 contains 20264 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21368 members 
Mstep: Class 27 contains 51037 members 
Mstep: Class 28 contains 26215 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790716.000000 Penalty: 59499.636719
Iteration 125Q: 29 clusters Score -5.979072e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 110126 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 168 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 52922 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16805 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 13035 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 85788 members 
Mstep: Class 18 contains 1399 members 
Mstep: Class 19 contains 9937 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 2237 members 
Mstep: Class 22 contains 20227 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21368 members 
Mstep: Class 27 contains 51042 members 
Mstep: Class 28 contains 26227 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790724.000000 Penalty: 59499.636719
Iteration 126Q: 29 clusters Score -5.979072e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 110106 members 
Mstep: Class 4 contains 7378 members 
Mstep: Class 5 contains 8151 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 52956 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 13 contains 16662 members 
Mstep: Class 14 contains 13021 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 85782 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 9931 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2240 members 
Mstep: Class 22 contains 20181 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 51049 members 
Mstep: Class 28 contains 26240 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790800.000000 Penalty: 59499.636719
Iteration 127Q: 29 clusters Score -5.97908e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 110089 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 5 contains 8152 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 52984 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 13012 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 85776 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 20144 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21373 members 
Mstep: Class 27 contains 51061 members 
Mstep: Class 28 contains 26243 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790872.000000 Penalty: 59499.636719
Iteration 128Q: 29 clusters Score -5.979087e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 110075 members 
Mstep: Class 4 contains 7439 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 53012 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16791 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 13001 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 85766 members 
Mstep: Class 18 contains 1393 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 20105 members 
Mstep: Class 24 contains 5265 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21372 members 
Mstep: Class 27 contains 51072 members 
Mstep: Class 28 contains 26257 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790872.000000 Penalty: 59499.636719
Iteration 129Q: 29 clusters Score -5.979087e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 110064 members 
Mstep: Class 4 contains 7471 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 53037 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12998 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 85756 members 
Mstep: Class 18 contains 1389 members 
Mstep: Class 19 contains 9909 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 51083 members 
Mstep: Class 28 contains 26263 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790860.000000 Penalty: 59499.636719
Iteration 130Q: 29 clusters Score -5.979086e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 110065 members 
Mstep: Class 4 contains 7506 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 53057 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12991 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 85750 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2242 members 
Mstep: Class 22 contains 20037 members 
Mstep: Class 24 contains 5265 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21367 members 
Mstep: Class 27 contains 51088 members 
Mstep: Class 28 contains 26261 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790844.000000 Penalty: 59499.636719
Iteration 131Q: 29 clusters Score -5.979084e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6872 members 
Mstep: Class 3 contains 110055 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 53078 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12987 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6383 members 
Mstep: Class 17 contains 85736 members 
Mstep: Class 18 contains 1377 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2246 members 
Mstep: Class 22 contains 20012 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21367 members 
Mstep: Class 27 contains 51092 members 
Mstep: Class 28 contains 26257 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790780.000000 Penalty: 59499.636719
Iteration 132Q: 29 clusters Score -5.979078e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 110056 members 
Mstep: Class 4 contains 7579 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6640 members 
Mstep: Class 9 contains 53101 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12981 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85716 members 
Mstep: Class 18 contains 1371 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2250 members 
Mstep: Class 22 contains 19980 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21367 members 
Mstep: Class 27 contains 51097 members 
Mstep: Class 28 contains 26252 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790760.000000 Penalty: 59499.636719
Iteration 133Q: 29 clusters Score -5.979076e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 110043 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 8167 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 53127 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 16662 members 
Mstep: Class 14 contains 12979 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85707 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2252 members 
Mstep: Class 22 contains 19936 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21370 members 
Mstep: Class 27 contains 51094 members 
Mstep: Class 28 contains 26253 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790840.000000 Penalty: 59499.636719
Iteration 134Q: 29 clusters Score -5.979084e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 110034 members 
Mstep: Class 4 contains 7657 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 53145 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 12977 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 85703 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 19891 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21366 members 
Mstep: Class 27 contains 51091 members 
Mstep: Class 28 contains 26263 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790816.000000 Penalty: 59499.636719
Iteration 135Q: 29 clusters Score -5.979082e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6869 members 
Mstep: Class 3 contains 110032 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 8163 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6634 members 
Mstep: Class 9 contains 53162 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 85695 members 
Mstep: Class 18 contains 1363 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 19842 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 51087 members 
Mstep: Class 28 contains 26279 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790884.000000 Penalty: 59499.636719
Iteration 136Q: 29 clusters Score -5.979088e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6867 members 
Mstep: Class 3 contains 110027 members 
Mstep: Class 4 contains 7747 members 
Mstep: Class 5 contains 8161 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 53177 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 85684 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 9910 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 19788 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21368 members 
Mstep: Class 27 contains 51088 members 
Mstep: Class 28 contains 26294 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790924.000000 Penalty: 59499.636719
Iteration 137Q: 29 clusters Score -5.979092e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 3 contains 110028 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6630 members 
Mstep: Class 9 contains 53203 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12971 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 85666 members 
Mstep: Class 18 contains 1356 members 
Mstep: Class 19 contains 9906 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 19724 members 
Mstep: Class 24 contains 5265 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 51081 members 
Mstep: Class 28 contains 26303 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790876.000000 Penalty: 59499.636719
Iteration 138Q: 29 clusters Score -5.979088e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6862 members 
Mstep: Class 3 contains 110022 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 53224 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12968 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 85656 members 
Mstep: Class 18 contains 1352 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2282 members 
Mstep: Class 22 contains 19655 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 51078 members 
Mstep: Class 28 contains 26321 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59790928.000000 Penalty: 59499.636719
Iteration 139Q: 29 clusters Score -5.979093e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 110009 members 
Mstep: Class 4 contains 7888 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 166 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 53248 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12962 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 85645 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2286 members 
Mstep: Class 22 contains 19604 members 
Mstep: Class 24 contains 5265 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21372 members 
Mstep: Class 27 contains 51072 members 
Mstep: Class 28 contains 26351 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791044.000000 Penalty: 59499.636719
Iteration 140F: 29 clusters Score -5.979104e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 110010 members 
Mstep: Class 4 contains 7939 members 
Mstep: Class 5 contains 8138 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 171 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 53273 members 
Mstep: Class 10 contains 759 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12956 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6388 members 
Mstep: Class 17 contains 85630 members 
Mstep: Class 18 contains 1347 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 282 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 19534 members 
Mstep: Class 24 contains 5264 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 51063 members 
Mstep: Class 28 contains 26388 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791116.000000 Penalty: 59499.636719
Iteration 141Q: 29 clusters Score -5.979112e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 110002 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 8135 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 173 members 
Mstep: Class 8 contains 6624 members 
Mstep: Class 9 contains 53299 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12949 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6389 members 
Mstep: Class 17 contains 85618 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 9904 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 2293 members 
Mstep: Class 22 contains 19459 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 282 members 
Mstep: Class 26 contains 21372 members 
Mstep: Class 27 contains 51058 members 
Mstep: Class 28 contains 26421 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791416.000000 Penalty: 59499.636719
Iteration 142Q: 29 clusters Score -5.979142e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 109990 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 8126 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 53319 members 
Mstep: Class 10 contains 760 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16787 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 12947 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6390 members 
Mstep: Class 17 contains 85602 members 
Mstep: Class 18 contains 1349 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 278 members 
Mstep: Class 21 contains 2295 members 
Mstep: Class 22 contains 19385 members 
Mstep: Class 24 contains 5263 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21371 members 
Mstep: Class 27 contains 51057 members 
Mstep: Class 28 contains 26459 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791300.000000 Penalty: 59499.636719
Iteration 143Q: 29 clusters Score -5.97913e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 109978 members 
Mstep: Class 4 contains 8096 members 
Mstep: Class 5 contains 8124 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 174 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 53338 members 
Mstep: Class 10 contains 757 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 85588 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 9899 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 19315 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21370 members 
Mstep: Class 27 contains 51053 members 
Mstep: Class 28 contains 26504 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791332.000000 Penalty: 59499.636719
Iteration 144Q: 29 clusters Score -5.979133e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 109967 members 
Mstep: Class 4 contains 8138 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6614 members 
Mstep: Class 9 contains 53362 members 
Mstep: Class 10 contains 756 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 85576 members 
Mstep: Class 18 contains 1342 members 
Mstep: Class 19 contains 9902 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 19237 members 
Mstep: Class 24 contains 5268 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 51043 members 
Mstep: Class 28 contains 26556 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791440.000000 Penalty: 59499.636719
Iteration 145Q: 29 clusters Score -5.979144e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 109953 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6612 members 
Mstep: Class 9 contains 53389 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12940 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85571 members 
Mstep: Class 18 contains 1334 members 
Mstep: Class 19 contains 9895 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 19167 members 
Mstep: Class 24 contains 5267 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 51023 members 
Mstep: Class 28 contains 26603 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791528.000000 Penalty: 59499.636719
Iteration 146Q: 29 clusters Score -5.979153e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 109943 members 
Mstep: Class 4 contains 8267 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 53422 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16784 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 12938 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85553 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 9880 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 19101 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21364 members 
Mstep: Class 27 contains 51006 members 
Mstep: Class 28 contains 26631 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791568.000000 Penalty: 59499.636719
Iteration 147Q: 29 clusters Score -5.979157e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 109928 members 
Mstep: Class 4 contains 8342 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6606 members 
Mstep: Class 9 contains 53447 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16782 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12932 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85544 members 
Mstep: Class 18 contains 1315 members 
Mstep: Class 19 contains 9868 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 19039 members 
Mstep: Class 24 contains 5272 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 50989 members 
Mstep: Class 28 contains 26661 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791640.000000 Penalty: 59499.636719
Iteration 148Q: 29 clusters Score -5.979164e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 109923 members 
Mstep: Class 4 contains 8419 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6607 members 
Mstep: Class 9 contains 53472 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3389 members 
Mstep: Class 12 contains 16780 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12926 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85532 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 18953 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21369 members 
Mstep: Class 27 contains 50976 members 
Mstep: Class 28 contains 26694 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791688.000000 Penalty: 59499.636719
Iteration 149Q: 29 clusters Score -5.979169e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109919 members 
Mstep: Class 4 contains 8500 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6607 members 
Mstep: Class 9 contains 53492 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 16778 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 12922 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85518 members 
Mstep: Class 18 contains 1294 members 
Mstep: Class 19 contains 9854 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 18877 members 
Mstep: Class 24 contains 5277 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21370 members 
Mstep: Class 27 contains 50955 members 
Mstep: Class 28 contains 26740 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791748.000000 Penalty: 59499.636719
Iteration 150Q: 29 clusters Score -5.979175e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109911 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 53509 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 16775 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 85505 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 19 contains 9829 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 18814 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21367 members 
Mstep: Class 27 contains 50924 members 
Mstep: Class 28 contains 26784 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791796.000000 Penalty: 59499.636719
Iteration 151Q: 29 clusters Score -5.97918e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109910 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 8117 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6611 members 
Mstep: Class 9 contains 53524 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 85495 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 9812 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 18744 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21368 members 
Mstep: Class 27 contains 50882 members 
Mstep: Class 28 contains 26834 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791848.000000 Penalty: 59499.636719
Iteration 152Q: 29 clusters Score -5.979185e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109902 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 8121 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6614 members 
Mstep: Class 9 contains 53540 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3387 members 
Mstep: Class 12 contains 16773 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12924 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85476 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 9801 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 18682 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21367 members 
Mstep: Class 27 contains 50853 members 
Mstep: Class 28 contains 26876 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791872.000000 Penalty: 59499.636719
Iteration 153Q: 29 clusters Score -5.979187e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109894 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 8119 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 53554 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12922 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85461 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 9787 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 18625 members 
Mstep: Class 24 contains 5289 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21368 members 
Mstep: Class 27 contains 50825 members 
Mstep: Class 28 contains 26929 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791860.000000 Penalty: 59499.636719
Iteration 154Q: 29 clusters Score -5.979186e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109888 members 
Mstep: Class 4 contains 8858 members 
Mstep: Class 5 contains 8120 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 53576 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16768 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12920 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85455 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 18556 members 
Mstep: Class 24 contains 5289 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21365 members 
Mstep: Class 27 contains 50797 members 
Mstep: Class 28 contains 26970 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791776.000000 Penalty: 59499.636719
Iteration 155Q: 29 clusters Score -5.979178e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109888 members 
Mstep: Class 4 contains 8920 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 53602 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 12916 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85435 members 
Mstep: Class 18 contains 1251 members 
Mstep: Class 19 contains 9766 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 18504 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21364 members 
Mstep: Class 27 contains 50767 members 
Mstep: Class 28 contains 27005 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791764.000000 Penalty: 59499.636719
Iteration 156Q: 29 clusters Score -5.979176e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 109884 members 
Mstep: Class 4 contains 8990 members 
Mstep: Class 5 contains 8131 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 53636 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16770 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85416 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 9749 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 18447 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21359 members 
Mstep: Class 27 contains 50740 members 
Mstep: Class 28 contains 27039 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791776.000000 Penalty: 59499.636719
Iteration 157Q: 29 clusters Score -5.979178e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109877 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 8135 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6617 members 
Mstep: Class 9 contains 53661 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16769 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 12912 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85415 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 22 contains 18381 members 
Mstep: Class 24 contains 5287 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21357 members 
Mstep: Class 27 contains 50711 members 
Mstep: Class 28 contains 27073 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791836.000000 Penalty: 59499.636719
Iteration 158Q: 29 clusters Score -5.979184e+07 nChanged 232
Entering ConstructFrom: 
Score: -59791836.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -303302.531250 Penalty: 1275.324829
	Iteration 0F: 2 clusters Score -303302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -300908.500000 Penalty: 2550.649658
	Iteration 0F: 3 clusters Score -300908.5 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -301495.937500 Penalty: 2550.649658
	Iteration 1F: 3 clusters Score -301495.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301644.968750 Penalty: 2550.649658
	Iteration 2F: 3 clusters Score -301645 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -301743.718750 Penalty: 2550.649658
	Iteration 3Q: 3 clusters Score -301743.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -301854.218750 Penalty: 2550.649658
	Iteration 4Q: 3 clusters Score -301854.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -301949.250000 Penalty: 2550.649658
	Iteration 5Q: 3 clusters Score -301949.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -302044.500000 Penalty: 2550.649658
	Iteration 6Q: 3 clusters Score -302044.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -302155.250000 Penalty: 2550.649658
	Iteration 7Q: 3 clusters Score -302155.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -302243.062500 Penalty: 2550.649658
	Iteration 8Q: 3 clusters Score -302243.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -302319.375000 Penalty: 2550.649658
	Iteration 9Q: 3 clusters Score -302319.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -302400.562500 Penalty: 2550.649658
	Iteration 10Q: 3 clusters Score -302400.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -302466.937500 Penalty: 2550.649658
	Iteration 11Q: 3 clusters Score -302466.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -302525.875000 Penalty: 2550.649658
	Iteration 12Q: 3 clusters Score -302525.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -302585.375000 Penalty: 2550.649658
	Iteration 13Q: 3 clusters Score -302585.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -302637.187500 Penalty: 2550.649658
	Iteration 14Q: 3 clusters Score -302637.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -302675.156250 Penalty: 2550.649658
	Iteration 15Q: 3 clusters Score -302675.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -302704.437500 Penalty: 2550.649658
	Iteration 16Q: 3 clusters Score -302704.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -302725.281250 Penalty: 2550.649658
	Iteration 17Q: 3 clusters Score -302725.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -302739.531250 Penalty: 2550.649658
	Iteration 18Q: 3 clusters Score -302739.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -302748.343750 Penalty: 2550.649658
	Iteration 19Q: 3 clusters Score -302748.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -302753.125000 Penalty: 2550.649658
	Iteration 20F: 3 clusters Score -302753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -302755.312500 Penalty: 2550.649658
	Iteration 21Q: 3 clusters Score -302755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -302757.562500 Penalty: 2550.649658
	Iteration 22Q: 3 clusters Score -302757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -302757.937500 Penalty: 2550.649658
	Iteration 23Q: 3 clusters Score -302757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -302757.937500 Penalty: 2550.649658
	Iteration 24F: 3 clusters Score -302757.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -848404.625000 Penalty: 1435.129395
	Iteration 0F: 2 clusters Score -848404.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -843208.625000 Penalty: 2870.258789
	Iteration 0F: 3 clusters Score -843208.6 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -844725.000000 Penalty: 2870.258789
	Iteration 1F: 3 clusters Score -844725 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -844916.187500 Penalty: 2870.258789
	Iteration 2F: 3 clusters Score -844916.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -845079.250000 Penalty: 2870.258789
	Iteration 3Q: 3 clusters Score -845079.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -845216.625000 Penalty: 2870.258789
	Iteration 4Q: 3 clusters Score -845216.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -845345.125000 Penalty: 2870.258789
	Iteration 5Q: 3 clusters Score -845345.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -845473.875000 Penalty: 2870.258789
	Iteration 6Q: 3 clusters Score -845473.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -845601.562500 Penalty: 2870.258789
	Iteration 7Q: 3 clusters Score -845601.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -845738.187500 Penalty: 2870.258789
	Iteration 8Q: 3 clusters Score -845738.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -845866.437500 Penalty: 2870.258789
	Iteration 9Q: 3 clusters Score -845866.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -846016.250000 Penalty: 2870.258789
	Iteration 10Q: 3 clusters Score -846016.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -846157.062500 Penalty: 2870.258789
	Iteration 11Q: 3 clusters Score -846157.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -846278.062500 Penalty: 2870.258789
	Iteration 12Q: 3 clusters Score -846278.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -846400.375000 Penalty: 2870.258789
	Iteration 13Q: 3 clusters Score -846400.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -846494.187500 Penalty: 2870.258789
	Iteration 14Q: 3 clusters Score -846494.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -846603.687500 Penalty: 2870.258789
	Iteration 15Q: 3 clusters Score -846603.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -846692.312500 Penalty: 2870.258789
	Iteration 16Q: 3 clusters Score -846692.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -846762.250000 Penalty: 2870.258789
	Iteration 17Q: 3 clusters Score -846762.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -846835.062500 Penalty: 2870.258789
	Iteration 18Q: 3 clusters Score -846835.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -846886.375000 Penalty: 2870.258789
	Iteration 19Q: 3 clusters Score -846886.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -846929.062500 Penalty: 2870.258789
	Iteration 20F: 3 clusters Score -846929.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -846968.312500 Penalty: 2870.258789
	Iteration 21Q: 3 clusters Score -846968.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -846994.687500 Penalty: 2870.258789
	Iteration 22Q: 3 clusters Score -846994.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -847014.750000 Penalty: 2870.258789
	Iteration 23Q: 3 clusters Score -847014.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -847036.687500 Penalty: 2870.258789
	Iteration 24Q: 3 clusters Score -847036.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -847058.125000 Penalty: 2870.258789
	Iteration 25Q: 3 clusters Score -847058.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -847071.937500 Penalty: 2870.258789
	Iteration 26Q: 3 clusters Score -847071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -847081.437500 Penalty: 2870.258789
	Iteration 27Q: 3 clusters Score -847081.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -847088.937500 Penalty: 2870.258789
	Iteration 28Q: 3 clusters Score -847088.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -847097.937500 Penalty: 2870.258789
	Iteration 29Q: 3 clusters Score -847097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -847119.000000 Penalty: 2870.258789
	Iteration 30Q: 3 clusters Score -847119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -847139.562500 Penalty: 2870.258789
	Iteration 31Q: 3 clusters Score -847139.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -847151.000000 Penalty: 2870.258789
	Iteration 32Q: 3 clusters Score -847151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -847166.125000 Penalty: 2870.258789
	Iteration 33Q: 3 clusters Score -847166.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -847174.625000 Penalty: 2870.258789
	Iteration 34Q: 3 clusters Score -847174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -847181.437500 Penalty: 2870.258789
	Iteration 35Q: 3 clusters Score -847181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -847187.375000 Penalty: 2870.258789
	Iteration 36Q: 3 clusters Score -847187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -847193.187500 Penalty: 2870.258789
	Iteration 37Q: 3 clusters Score -847193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -847199.937500 Penalty: 2870.258789
	Iteration 38Q: 3 clusters Score -847199.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -847208.437500 Penalty: 2870.258789
	Iteration 39Q: 3 clusters Score -847208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -847211.437500 Penalty: 2870.258789
	Iteration 40F: 3 clusters Score -847211.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -847214.000000 Penalty: 2870.258789
	Iteration 41Q: 3 clusters Score -847214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -847215.937500 Penalty: 2870.258789
	Iteration 42Q: 3 clusters Score -847215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -847216.687500 Penalty: 2870.258789
	Iteration 43Q: 3 clusters Score -847216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -847217.375000 Penalty: 2870.258789
	Iteration 44Q: 3 clusters Score -847217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -847218.375000 Penalty: 2870.258789
	Iteration 45Q: 3 clusters Score -847218.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -847219.062500 Penalty: 2870.258789
	Iteration 46Q: 3 clusters Score -847219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -847219.062500 Penalty: 2870.258789
	Iteration 47F: 3 clusters Score -847219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109869 members 
Entering Unmasked Estep 
Score: -14235207.000000 Penalty: 1886.144653
	Iteration 0F: 2 clusters Score -1.423521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -14166771.000000 Penalty: 3772.289307
	Iteration 0F: 3 clusters Score -1.416677e+07 nChanged 52717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -14198140.000000 Penalty: 3772.289307
	Iteration 1F: 3 clusters Score -1.419814e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62062 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -14199812.000000 Penalty: 3772.289307
	Iteration 2Q: 3 clusters Score -1.419981e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -14202376.000000 Penalty: 3772.289307
	Iteration 3F: 3 clusters Score -1.420238e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71339 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -14206004.000000 Penalty: 3772.289307
	Iteration 4F: 3 clusters Score -1.4206e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78053 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -14210565.000000 Penalty: 3772.289307
	Iteration 5F: 3 clusters Score -1.421056e+07 nChanged 7943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85370 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -14215259.000000 Penalty: 3772.289307
	Iteration 6F: 3 clusters Score -1.421526e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -14219778.000000 Penalty: 3772.289307
	Iteration 7F: 3 clusters Score -1.421978e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98444 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -14224174.000000 Penalty: 3772.289307
	Iteration 8F: 3 clusters Score -1.422417e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -14227960.000000 Penalty: 3772.289307
	Iteration 9Q: 3 clusters Score -1.422796e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -14230868.000000 Penalty: 3772.289307
	Iteration 10Q: 3 clusters Score -1.423087e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108272 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -14232575.000000 Penalty: 3772.289307
	Iteration 11Q: 3 clusters Score -1.423258e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -14233092.000000 Penalty: 3772.289307
	Iteration 12Q: 3 clusters Score -1.423309e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14233328.000000 Penalty: 3772.289307
	Iteration 13Q: 3 clusters Score -1.423333e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14233438.000000 Penalty: 3772.289307
	Iteration 14Q: 3 clusters Score -1.423344e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109496 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14233478.000000 Penalty: 3772.289307
	Iteration 15Q: 3 clusters Score -1.423348e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14233513.000000 Penalty: 3772.289307
	Iteration 16Q: 3 clusters Score -1.423351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14233528.000000 Penalty: 3772.289307
	Iteration 17Q: 3 clusters Score -1.423353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109550 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -14233547.000000 Penalty: 3772.289307
	Iteration 18Q: 3 clusters Score -1.423355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14233545.000000 Penalty: 3772.289307
	Iteration 19Q: 3 clusters Score -1.423354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109559 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14233570.000000 Penalty: 3772.289307
	Iteration 20F: 3 clusters Score -1.423357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14233597.000000 Penalty: 3772.289307
	Iteration 21Q: 3 clusters Score -1.42336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109562 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14233605.000000 Penalty: 3772.289307
	Iteration 22Q: 3 clusters Score -1.42336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14233602.000000 Penalty: 3772.289307
	Iteration 23Q: 3 clusters Score -1.42336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14233630.000000 Penalty: 3772.289307
	Iteration 24Q: 3 clusters Score -1.423363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109569 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14233628.000000 Penalty: 3772.289307
	Iteration 25Q: 3 clusters Score -1.423363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109575 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -14233641.000000 Penalty: 3772.289307
	Iteration 26Q: 3 clusters Score -1.423364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109573 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14233658.000000 Penalty: 3772.289307
	Iteration 27Q: 3 clusters Score -1.423366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109576 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14233663.000000 Penalty: 3772.289307
	Iteration 28Q: 3 clusters Score -1.423366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14233678.000000 Penalty: 3772.289307
	Iteration 29Q: 3 clusters Score -1.423368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109574 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14233688.000000 Penalty: 3772.289307
	Iteration 30Q: 3 clusters Score -1.423369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14233708.000000 Penalty: 3772.289307
	Iteration 31Q: 3 clusters Score -1.423371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109563 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14233694.000000 Penalty: 3772.289307
	Iteration 32Q: 3 clusters Score -1.423369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14233704.000000 Penalty: 3772.289307
	Iteration 33Q: 3 clusters Score -1.42337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109561 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14233701.000000 Penalty: 3772.289307
	Iteration 34Q: 3 clusters Score -1.42337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14233725.000000 Penalty: 3772.289307
	Iteration 35Q: 3 clusters Score -1.423372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14233734.000000 Penalty: 3772.289307
	Iteration 36Q: 3 clusters Score -1.423373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14233728.000000 Penalty: 3772.289307
	Iteration 37Q: 3 clusters Score -1.423373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14233733.000000 Penalty: 3772.289307
	Iteration 38Q: 3 clusters Score -1.423373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14233731.000000 Penalty: 3772.289307
	Iteration 39Q: 3 clusters Score -1.423373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109544 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14233731.000000 Penalty: 3772.289307
	Iteration 40F: 3 clusters Score -1.423373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -1143578.875000 Penalty: 1481.729370
	Iteration 0F: 2 clusters Score -1143579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1137006.875000 Penalty: 2963.458740
	Iteration 0F: 3 clusters Score -1137007 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1139092.500000 Penalty: 2963.458740
	Iteration 1F: 3 clusters Score -1139092 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1139362.125000 Penalty: 2963.458740
	Iteration 2F: 3 clusters Score -1139362 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1139587.000000 Penalty: 2963.458740
	Iteration 3F: 3 clusters Score -1139587 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1139760.250000 Penalty: 2963.458740
	Iteration 4Q: 3 clusters Score -1139760 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1139923.125000 Penalty: 2963.458740
	Iteration 5Q: 3 clusters Score -1139923 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1140067.125000 Penalty: 2963.458740
	Iteration 6Q: 3 clusters Score -1140067 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1140196.000000 Penalty: 2963.458740
	Iteration 7Q: 3 clusters Score -1140196 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1140306.500000 Penalty: 2963.458740
	Iteration 8Q: 3 clusters Score -1140306 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1140431.750000 Penalty: 2963.458740
	Iteration 9Q: 3 clusters Score -1140432 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1140568.750000 Penalty: 2963.458740
	Iteration 10Q: 3 clusters Score -1140569 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1140725.000000 Penalty: 2963.458740
	Iteration 11Q: 3 clusters Score -1140725 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1140898.125000 Penalty: 2963.458740
	Iteration 12Q: 3 clusters Score -1140898 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1141078.000000 Penalty: 2963.458740
	Iteration 13Q: 3 clusters Score -1141078 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1141253.000000 Penalty: 2963.458740
	Iteration 14Q: 3 clusters Score -1141253 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1141409.875000 Penalty: 2963.458740
	Iteration 15Q: 3 clusters Score -1141410 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1141494.375000 Penalty: 2963.458740
	Iteration 16Q: 3 clusters Score -1141494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1141558.500000 Penalty: 2963.458740
	Iteration 17Q: 3 clusters Score -1141558 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1141597.500000 Penalty: 2963.458740
	Iteration 18Q: 3 clusters Score -1141598 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1141629.125000 Penalty: 2963.458740
	Iteration 19Q: 3 clusters Score -1141629 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1141654.125000 Penalty: 2963.458740
	Iteration 20F: 3 clusters Score -1141654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1141668.875000 Penalty: 2963.458740
	Iteration 21Q: 3 clusters Score -1141669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1141678.125000 Penalty: 2963.458740
	Iteration 22Q: 3 clusters Score -1141678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1141684.875000 Penalty: 2963.458740
	Iteration 23Q: 3 clusters Score -1141685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1141690.625000 Penalty: 2963.458740
	Iteration 24Q: 3 clusters Score -1141691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1141700.000000 Penalty: 2963.458740
	Iteration 25Q: 3 clusters Score -1141700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1141712.250000 Penalty: 2963.458740
	Iteration 26Q: 3 clusters Score -1141712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1141724.125000 Penalty: 2963.458740
	Iteration 27Q: 3 clusters Score -1141724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1141740.500000 Penalty: 2963.458740
	Iteration 28Q: 3 clusters Score -1141740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1141758.000000 Penalty: 2963.458740
	Iteration 29Q: 3 clusters Score -1141758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1141782.250000 Penalty: 2963.458740
	Iteration 30Q: 3 clusters Score -1141782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1141801.875000 Penalty: 2963.458740
	Iteration 31Q: 3 clusters Score -1141802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1141820.000000 Penalty: 2963.458740
	Iteration 32Q: 3 clusters Score -1141820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1141833.750000 Penalty: 2963.458740
	Iteration 33Q: 3 clusters Score -1141834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1141844.125000 Penalty: 2963.458740
	Iteration 34Q: 3 clusters Score -1141844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1141857.250000 Penalty: 2963.458740
	Iteration 35Q: 3 clusters Score -1141857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1141870.125000 Penalty: 2963.458740
	Iteration 36Q: 3 clusters Score -1141870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1141880.375000 Penalty: 2963.458740
	Iteration 37Q: 3 clusters Score -1141880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1141892.250000 Penalty: 2963.458740
	Iteration 38Q: 3 clusters Score -1141892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1141905.750000 Penalty: 2963.458740
	Iteration 39Q: 3 clusters Score -1141906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1141911.750000 Penalty: 2963.458740
	Iteration 40F: 3 clusters Score -1141912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1141923.250000 Penalty: 2963.458740
	Iteration 41Q: 3 clusters Score -1141923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1141932.625000 Penalty: 2963.458740
	Iteration 42Q: 3 clusters Score -1141933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1141945.000000 Penalty: 2963.458740
	Iteration 43Q: 3 clusters Score -1141945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1141953.625000 Penalty: 2963.458740
	Iteration 44Q: 3 clusters Score -1141954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1141963.375000 Penalty: 2963.458740
	Iteration 45Q: 3 clusters Score -1141963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1141974.250000 Penalty: 2963.458740
	Iteration 46Q: 3 clusters Score -1141974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1141982.500000 Penalty: 2963.458740
	Iteration 47Q: 3 clusters Score -1141982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1141988.500000 Penalty: 2963.458740
	Iteration 48Q: 3 clusters Score -1141988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1141992.375000 Penalty: 2963.458740
	Iteration 49Q: 3 clusters Score -1141992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1141994.750000 Penalty: 2963.458740
	Iteration 50Q: 3 clusters Score -1141995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1141999.000000 Penalty: 2963.458740
	Iteration 51Q: 3 clusters Score -1141999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1141999.250000 Penalty: 2963.458740
	Iteration 52Q: 3 clusters Score -1141999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1142000.625000 Penalty: 2963.458740
	Iteration 53Q: 3 clusters Score -1142001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1142001.125000 Penalty: 2963.458740
	Iteration 54Q: 3 clusters Score -1142001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1142002.250000 Penalty: 2963.458740
	Iteration 55Q: 3 clusters Score -1142002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1142003.625000 Penalty: 2963.458740
	Iteration 56Q: 3 clusters Score -1142004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1142004.625000 Penalty: 2963.458740
	Iteration 57Q: 3 clusters Score -1142005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1142007.875000 Penalty: 2963.458740
	Iteration 58Q: 3 clusters Score -1142008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1142009.750000 Penalty: 2963.458740
	Iteration 59Q: 3 clusters Score -1142010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1142011.000000 Penalty: 2963.458740
	Iteration 60F: 3 clusters Score -1142011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1142013.125000 Penalty: 2963.458740
	Iteration 61Q: 3 clusters Score -1142013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1142020.500000 Penalty: 2963.458740
	Iteration 62Q: 3 clusters Score -1142020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1142024.375000 Penalty: 2963.458740
	Iteration 63Q: 3 clusters Score -1142024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1142027.625000 Penalty: 2963.458740
	Iteration 64Q: 3 clusters Score -1142028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1142032.125000 Penalty: 2963.458740
	Iteration 65Q: 3 clusters Score -1142032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1142038.250000 Penalty: 2963.458740
	Iteration 66Q: 3 clusters Score -1142038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1142040.625000 Penalty: 2963.458740
	Iteration 67Q: 3 clusters Score -1142041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1142043.875000 Penalty: 2963.458740
	Iteration 68Q: 3 clusters Score -1142044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1142049.000000 Penalty: 2963.458740
	Iteration 69Q: 3 clusters Score -1142049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1142053.500000 Penalty: 2963.458740
	Iteration 70Q: 3 clusters Score -1142054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1142062.875000 Penalty: 2963.458740
	Iteration 71Q: 3 clusters Score -1142063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1142067.375000 Penalty: 2963.458740
	Iteration 72Q: 3 clusters Score -1142067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1142071.250000 Penalty: 2963.458740
	Iteration 73Q: 3 clusters Score -1142071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1142074.500000 Penalty: 2963.458740
	Iteration 74Q: 3 clusters Score -1142074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1142074.250000 Penalty: 2963.458740
	Iteration 75Q: 3 clusters Score -1142074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1142076.125000 Penalty: 2963.458740
	Iteration 76Q: 3 clusters Score -1142076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1142079.250000 Penalty: 2963.458740
	Iteration 77Q: 3 clusters Score -1142079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1142080.625000 Penalty: 2963.458740
	Iteration 78Q: 3 clusters Score -1142081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1142083.250000 Penalty: 2963.458740
	Iteration 79Q: 3 clusters Score -1142083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1142083.750000 Penalty: 2963.458740
	Iteration 80F: 3 clusters Score -1142084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1142085.000000 Penalty: 2963.458740
	Iteration 81Q: 3 clusters Score -1142085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1142086.500000 Penalty: 2963.458740
	Iteration 82Q: 3 clusters Score -1142086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1142086.500000 Penalty: 2963.458740
	Iteration 83Q: 3 clusters Score -1142086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1142086.750000 Penalty: 2963.458740
	Iteration 84Q: 3 clusters Score -1142087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1142086.750000 Penalty: 2963.458740
	Iteration 85F: 3 clusters Score -1142087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Entering Unmasked Estep 
Score: -1030060.125000 Penalty: 1463.298584
	Iteration 0F: 2 clusters Score -1030060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1024053.875000 Penalty: 2926.597168
	Iteration 0F: 3 clusters Score -1024054 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1025983.937500 Penalty: 2926.597168
	Iteration 1F: 3 clusters Score -1025984 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1026181.437500 Penalty: 2926.597168
	Iteration 2F: 3 clusters Score -1026181 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1026308.875000 Penalty: 2926.597168
	Iteration 3Q: 3 clusters Score -1026309 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1026415.437500 Penalty: 2926.597168
	Iteration 4Q: 3 clusters Score -1026415 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1026507.437500 Penalty: 2926.597168
	Iteration 5Q: 3 clusters Score -1026507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1026592.562500 Penalty: 2926.597168
	Iteration 6Q: 3 clusters Score -1026593 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1026687.250000 Penalty: 2926.597168
	Iteration 7Q: 3 clusters Score -1026687 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1026766.687500 Penalty: 2926.597168
	Iteration 8Q: 3 clusters Score -1026767 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1026856.625000 Penalty: 2926.597168
	Iteration 9Q: 3 clusters Score -1026857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1026934.687500 Penalty: 2926.597168
	Iteration 10Q: 3 clusters Score -1026935 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1027024.937500 Penalty: 2926.597168
	Iteration 11Q: 3 clusters Score -1027025 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1027123.187500 Penalty: 2926.597168
	Iteration 12Q: 3 clusters Score -1027123 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1027240.125000 Penalty: 2926.597168
	Iteration 13Q: 3 clusters Score -1027240 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1027356.187500 Penalty: 2926.597168
	Iteration 14Q: 3 clusters Score -1027356 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1027476.125000 Penalty: 2926.597168
	Iteration 15Q: 3 clusters Score -1027476 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1027592.750000 Penalty: 2926.597168
	Iteration 16Q: 3 clusters Score -1027593 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1027683.625000 Penalty: 2926.597168
	Iteration 17Q: 3 clusters Score -1027684 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1027760.062500 Penalty: 2926.597168
	Iteration 18Q: 3 clusters Score -1027760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1027856.187500 Penalty: 2926.597168
	Iteration 19Q: 3 clusters Score -1027856 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1027940.687500 Penalty: 2926.597168
	Iteration 20F: 3 clusters Score -1027941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1028015.500000 Penalty: 2926.597168
	Iteration 21Q: 3 clusters Score -1028016 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1028082.750000 Penalty: 2926.597168
	Iteration 22Q: 3 clusters Score -1028083 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1028131.062500 Penalty: 2926.597168
	Iteration 23Q: 3 clusters Score -1028131 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1028190.750000 Penalty: 2926.597168
	Iteration 24Q: 3 clusters Score -1028191 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1028252.062500 Penalty: 2926.597168
	Iteration 25Q: 3 clusters Score -1028252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1028310.250000 Penalty: 2926.597168
	Iteration 26Q: 3 clusters Score -1028310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1028364.312500 Penalty: 2926.597168
	Iteration 27Q: 3 clusters Score -1028364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1028417.250000 Penalty: 2926.597168
	Iteration 28Q: 3 clusters Score -1028417 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1028466.250000 Penalty: 2926.597168
	Iteration 29Q: 3 clusters Score -1028466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1028511.250000 Penalty: 2926.597168
	Iteration 30Q: 3 clusters Score -1028511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1028550.500000 Penalty: 2926.597168
	Iteration 31Q: 3 clusters Score -1028550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1028599.375000 Penalty: 2926.597168
	Iteration 32Q: 3 clusters Score -1028599 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1028639.000000 Penalty: 2926.597168
	Iteration 33Q: 3 clusters Score -1028639 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1028673.125000 Penalty: 2926.597168
	Iteration 34Q: 3 clusters Score -1028673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1028704.000000 Penalty: 2926.597168
	Iteration 35Q: 3 clusters Score -1028704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1028726.625000 Penalty: 2926.597168
	Iteration 36Q: 3 clusters Score -1028727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1028744.125000 Penalty: 2926.597168
	Iteration 37Q: 3 clusters Score -1028744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1028755.375000 Penalty: 2926.597168
	Iteration 38Q: 3 clusters Score -1028755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1028762.812500 Penalty: 2926.597168
	Iteration 39Q: 3 clusters Score -1028763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1028776.187500 Penalty: 2926.597168
	Iteration 40F: 3 clusters Score -1028776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1028789.125000 Penalty: 2926.597168
	Iteration 41Q: 3 clusters Score -1028789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1028798.937500 Penalty: 2926.597168
	Iteration 42Q: 3 clusters Score -1028799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1028811.062500 Penalty: 2926.597168
	Iteration 43Q: 3 clusters Score -1028811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1028820.875000 Penalty: 2926.597168
	Iteration 44Q: 3 clusters Score -1028821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1028827.625000 Penalty: 2926.597168
	Iteration 45Q: 3 clusters Score -1028828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1028833.125000 Penalty: 2926.597168
	Iteration 46Q: 3 clusters Score -1028833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1028841.562500 Penalty: 2926.597168
	Iteration 47Q: 3 clusters Score -1028842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1028848.500000 Penalty: 2926.597168
	Iteration 48Q: 3 clusters Score -1028848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1028852.750000 Penalty: 2926.597168
	Iteration 49Q: 3 clusters Score -1028853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1028858.187500 Penalty: 2926.597168
	Iteration 50Q: 3 clusters Score -1028858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1028868.625000 Penalty: 2926.597168
	Iteration 51Q: 3 clusters Score -1028869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1028870.875000 Penalty: 2926.597168
	Iteration 52Q: 3 clusters Score -1028871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1028875.187500 Penalty: 2926.597168
	Iteration 53Q: 3 clusters Score -1028875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1028878.250000 Penalty: 2926.597168
	Iteration 54Q: 3 clusters Score -1028878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1028883.125000 Penalty: 2926.597168
	Iteration 55Q: 3 clusters Score -1028883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1028889.125000 Penalty: 2926.597168
	Iteration 56Q: 3 clusters Score -1028889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1028891.312500 Penalty: 2926.597168
	Iteration 57Q: 3 clusters Score -1028891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1028900.812500 Penalty: 2926.597168
	Iteration 58Q: 3 clusters Score -1028901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1028912.562500 Penalty: 2926.597168
	Iteration 59Q: 3 clusters Score -1028913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1028921.875000 Penalty: 2926.597168
	Iteration 60F: 3 clusters Score -1028922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1028928.625000 Penalty: 2926.597168
	Iteration 61Q: 3 clusters Score -1028929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1028937.937500 Penalty: 2926.597168
	Iteration 62Q: 3 clusters Score -1028938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1028942.625000 Penalty: 2926.597168
	Iteration 63Q: 3 clusters Score -1028943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1028945.500000 Penalty: 2926.597168
	Iteration 64Q: 3 clusters Score -1028946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1028945.187500 Penalty: 2926.597168
	Iteration 65Q: 3 clusters Score -1028945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1028946.687500 Penalty: 2926.597168
	Iteration 66Q: 3 clusters Score -1028947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1028946.687500 Penalty: 2926.597168
	Iteration 67F: 3 clusters Score -1028947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29224.835938 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29224.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28398.095703 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28398.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28494.912109 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28494.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28525.859375 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28525.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28533.574219 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28533.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28536.929688 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28536.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28539.294922 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -28539.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28539.294922 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -28539.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9157.213867 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -9157.214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8657.144531 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -8657.145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8900.705078 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -8900.705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8964.370117 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -8964.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8983.291992 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -8983.292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8985.511719 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -8985.512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8985.511719 Penalty: 1678.555420
	Iteration 5F: 3 clusters Score -8985.512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -829859.750000 Penalty: 1429.527954
	Iteration 0F: 2 clusters Score -829859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -824812.875000 Penalty: 2859.055908
	Iteration 0F: 3 clusters Score -824812.9 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -826303.687500 Penalty: 2859.055908
	Iteration 1F: 3 clusters Score -826303.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -826547.875000 Penalty: 2859.055908
	Iteration 2F: 3 clusters Score -826547.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -826726.250000 Penalty: 2859.055908
	Iteration 3F: 3 clusters Score -826726.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -826883.687500 Penalty: 2859.055908
	Iteration 4Q: 3 clusters Score -826883.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -827014.625000 Penalty: 2859.055908
	Iteration 5Q: 3 clusters Score -827014.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -827123.250000 Penalty: 2859.055908
	Iteration 6Q: 3 clusters Score -827123.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -827228.625000 Penalty: 2859.055908
	Iteration 7Q: 3 clusters Score -827228.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -827316.187500 Penalty: 2859.055908
	Iteration 8Q: 3 clusters Score -827316.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -827429.000000 Penalty: 2859.055908
	Iteration 9Q: 3 clusters Score -827429 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -827553.437500 Penalty: 2859.055908
	Iteration 10Q: 3 clusters Score -827553.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -827676.312500 Penalty: 2859.055908
	Iteration 11Q: 3 clusters Score -827676.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -827814.250000 Penalty: 2859.055908
	Iteration 12Q: 3 clusters Score -827814.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -827957.187500 Penalty: 2859.055908
	Iteration 13Q: 3 clusters Score -827957.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -828103.375000 Penalty: 2859.055908
	Iteration 14Q: 3 clusters Score -828103.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -828255.687500 Penalty: 2859.055908
	Iteration 15Q: 3 clusters Score -828255.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -828424.562500 Penalty: 2859.055908
	Iteration 16Q: 3 clusters Score -828424.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -828591.062500 Penalty: 2859.055908
	Iteration 17Q: 3 clusters Score -828591.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -828764.812500 Penalty: 2859.055908
	Iteration 18Q: 3 clusters Score -828764.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -828940.750000 Penalty: 2859.055908
	Iteration 19Q: 3 clusters Score -828940.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -829093.000000 Penalty: 2859.055908
	Iteration 20F: 3 clusters Score -829093 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -829247.437500 Penalty: 2859.055908
	Iteration 21Q: 3 clusters Score -829247.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -829382.750000 Penalty: 2859.055908
	Iteration 22Q: 3 clusters Score -829382.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -829478.750000 Penalty: 2859.055908
	Iteration 23Q: 3 clusters Score -829478.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -829547.125000 Penalty: 2859.055908
	Iteration 24Q: 3 clusters Score -829547.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -829588.625000 Penalty: 2859.055908
	Iteration 25Q: 3 clusters Score -829588.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -829606.625000 Penalty: 2859.055908
	Iteration 26Q: 3 clusters Score -829606.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -829615.250000 Penalty: 2859.055908
	Iteration 27Q: 3 clusters Score -829615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -829621.500000 Penalty: 2859.055908
	Iteration 28Q: 3 clusters Score -829621.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -829626.687500 Penalty: 2859.055908
	Iteration 29Q: 3 clusters Score -829626.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -829625.000000 Penalty: 2859.055908
	Iteration 30Q: 3 clusters Score -829625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -829625.312500 Penalty: 2859.055908
	Iteration 31Q: 3 clusters Score -829625.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -829627.250000 Penalty: 2859.055908
	Iteration 32Q: 3 clusters Score -829627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -829628.937500 Penalty: 2859.055908
	Iteration 33Q: 3 clusters Score -829628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -829627.562500 Penalty: 2859.055908
	Iteration 34Q: 3 clusters Score -829627.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -829628.500000 Penalty: 2859.055908
	Iteration 35Q: 3 clusters Score -829628.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -829629.125000 Penalty: 2859.055908
	Iteration 36Q: 3 clusters Score -829629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -829629.937500 Penalty: 2859.055908
	Iteration 37Q: 3 clusters Score -829629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -829631.062500 Penalty: 2859.055908
	Iteration 38Q: 3 clusters Score -829631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -829629.562500 Penalty: 2859.055908
	Iteration 39Q: 3 clusters Score -829629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -829629.687500 Penalty: 2859.055908
	Iteration 40F: 3 clusters Score -829629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -829631.062500 Penalty: 2859.055908
	Iteration 41Q: 3 clusters Score -829631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -829631.875000 Penalty: 2859.055908
	Iteration 42Q: 3 clusters Score -829631.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -829631.875000 Penalty: 2859.055908
	Iteration 43F: 3 clusters Score -829631.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Entering Unmasked Estep 
Score: -6924673.000000 Penalty: 1769.781616
	Iteration 0F: 2 clusters Score -6924673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6888809.000000 Penalty: 3539.563232
	Iteration 0F: 3 clusters Score -6888809 nChanged 25244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -6902686.000000 Penalty: 3539.563232
	Iteration 1F: 3 clusters Score -6902686 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6903120.500000 Penalty: 3539.563232
	Iteration 2Q: 3 clusters Score -6903120 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6903563.500000 Penalty: 3539.563232
	Iteration 3Q: 3 clusters Score -6903564 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -6903999.500000 Penalty: 3539.563232
	Iteration 4Q: 3 clusters Score -6904000 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -6904455.000000 Penalty: 3539.563232
	Iteration 5Q: 3 clusters Score -6904455 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -6904962.000000 Penalty: 3539.563232
	Iteration 6Q: 3 clusters Score -6904962 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -6905553.000000 Penalty: 3539.563232
	Iteration 7Q: 3 clusters Score -6905553 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -6906213.000000 Penalty: 3539.563232
	Iteration 8Q: 3 clusters Score -6906213 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -6906981.500000 Penalty: 3539.563232
	Iteration 9Q: 3 clusters Score -6906982 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -6907820.000000 Penalty: 3539.563232
	Iteration 10Q: 3 clusters Score -6907820 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6908701.500000 Penalty: 3539.563232
	Iteration 11Q: 3 clusters Score -6908702 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -6909642.000000 Penalty: 3539.563232
	Iteration 12Q: 3 clusters Score -6909642 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6910640.500000 Penalty: 3539.563232
	Iteration 13Q: 3 clusters Score -6910640 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -6911705.500000 Penalty: 3539.563232
	Iteration 14Q: 3 clusters Score -6911706 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -6912719.500000 Penalty: 3539.563232
	Iteration 15Q: 3 clusters Score -6912720 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -6913496.000000 Penalty: 3539.563232
	Iteration 16Q: 3 clusters Score -6913496 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -6914026.500000 Penalty: 3539.563232
	Iteration 17Q: 3 clusters Score -6914026 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -6914371.000000 Penalty: 3539.563232
	Iteration 18Q: 3 clusters Score -6914371 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -6914653.500000 Penalty: 3539.563232
	Iteration 19Q: 3 clusters Score -6914654 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -6914935.500000 Penalty: 3539.563232
	Iteration 20F: 3 clusters Score -6914936 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -6915167.500000 Penalty: 3539.563232
	Iteration 21Q: 3 clusters Score -6915168 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -6915445.000000 Penalty: 3539.563232
	Iteration 22Q: 3 clusters Score -6915445 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -6915719.000000 Penalty: 3539.563232
	Iteration 23Q: 3 clusters Score -6915719 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -6916025.500000 Penalty: 3539.563232
	Iteration 24Q: 3 clusters Score -6916026 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -6916408.000000 Penalty: 3539.563232
	Iteration 25Q: 3 clusters Score -6916408 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -6916848.000000 Penalty: 3539.563232
	Iteration 26Q: 3 clusters Score -6916848 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -6917370.000000 Penalty: 3539.563232
	Iteration 27Q: 3 clusters Score -6917370 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6917940.000000 Penalty: 3539.563232
	Iteration 28Q: 3 clusters Score -6917940 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6918494.500000 Penalty: 3539.563232
	Iteration 29Q: 3 clusters Score -6918494 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6919054.500000 Penalty: 3539.563232
	Iteration 30Q: 3 clusters Score -6919054 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -6919656.000000 Penalty: 3539.563232
	Iteration 31Q: 3 clusters Score -6919656 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -6920309.500000 Penalty: 3539.563232
	Iteration 32Q: 3 clusters Score -6920310 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -6920865.500000 Penalty: 3539.563232
	Iteration 33Q: 3 clusters Score -6920866 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -6921357.000000 Penalty: 3539.563232
	Iteration 34Q: 3 clusters Score -6921357 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -6921787.500000 Penalty: 3539.563232
	Iteration 35Q: 3 clusters Score -6921788 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -6922130.500000 Penalty: 3539.563232
	Iteration 36Q: 3 clusters Score -6922130 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -6922391.000000 Penalty: 3539.563232
	Iteration 37Q: 3 clusters Score -6922391 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6922572.500000 Penalty: 3539.563232
	Iteration 38Q: 3 clusters Score -6922572 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6922685.500000 Penalty: 3539.563232
	Iteration 39Q: 3 clusters Score -6922686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -6922775.000000 Penalty: 3539.563232
	Iteration 40F: 3 clusters Score -6922775 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -6922877.000000 Penalty: 3539.563232
	Iteration 41Q: 3 clusters Score -6922877 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6922950.500000 Penalty: 3539.563232
	Iteration 42Q: 3 clusters Score -6922950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6923030.500000 Penalty: 3539.563232
	Iteration 43Q: 3 clusters Score -6923030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6923044.000000 Penalty: 3539.563232
	Iteration 44Q: 3 clusters Score -6923044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -6923070.000000 Penalty: 3539.563232
	Iteration 45Q: 3 clusters Score -6923070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -6923084.500000 Penalty: 3539.563232
	Iteration 46Q: 3 clusters Score -6923084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -6923097.500000 Penalty: 3539.563232
	Iteration 47Q: 3 clusters Score -6923098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -6923108.500000 Penalty: 3539.563232
	Iteration 48Q: 3 clusters Score -6923108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -6923116.500000 Penalty: 3539.563232
	Iteration 49Q: 3 clusters Score -6923116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6923118.000000 Penalty: 3539.563232
	Iteration 50Q: 3 clusters Score -6923118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6923136.000000 Penalty: 3539.563232
	Iteration 51Q: 3 clusters Score -6923136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6923126.500000 Penalty: 3539.563232
	Iteration 52Q: 3 clusters Score -6923126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -6923138.500000 Penalty: 3539.563232
	Iteration 53Q: 3 clusters Score -6923138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -6923146.500000 Penalty: 3539.563232
	Iteration 54Q: 3 clusters Score -6923146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -6923148.500000 Penalty: 3539.563232
	Iteration 55Q: 3 clusters Score -6923148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -6923149.000000 Penalty: 3539.563232
	Iteration 56Q: 3 clusters Score -6923149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -6923151.500000 Penalty: 3539.563232
	Iteration 57Q: 3 clusters Score -6923152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -6923156.500000 Penalty: 3539.563232
	Iteration 58Q: 3 clusters Score -6923156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -6923169.500000 Penalty: 3539.563232
	Iteration 59Q: 3 clusters Score -6923170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -6923168.000000 Penalty: 3539.563232
	Iteration 60F: 3 clusters Score -6923168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -6923163.000000 Penalty: 3539.563232
	Iteration 61Q: 3 clusters Score -6923163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -6923167.500000 Penalty: 3539.563232
	Iteration 62Q: 3 clusters Score -6923168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6923171.000000 Penalty: 3539.563232
	Iteration 63Q: 3 clusters Score -6923171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6923171.000000 Penalty: 3539.563232
	Iteration 64F: 3 clusters Score -6923171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -77679.406250 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -77679.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76538.257812 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -76538.26 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77000.679688 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -77000.68 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77264.453125 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -77264.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -77544.273438 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -77544.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -77751.726562 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -77751.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77841.921875 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -77841.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77858.515625 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -77858.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77861.890625 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -77861.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77862.750000 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -77862.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77865.328125 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -77865.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77866.468750 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -77866.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77876.453125 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -77876.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -77877.820312 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -77877.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77880.195312 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -77880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77880.195312 Penalty: 2153.683105
	Iteration 14F: 3 clusters Score -77880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109869 members 
Mstep: Class 4 contains 9121 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 53689 members 
Mstep: Class 10 contains 353 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85401 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21358 members 
Mstep: Class 27 contains 50679 members 
Mstep: Class 28 contains 27115 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
Score: -59791008.000000 Penalty: 61624.625000
Splitting cluster 10 changes total score from -59791836.000000 to -59791008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -399930.687500 Penalty: 1320.559204
	Iteration 0F: 2 clusters Score -399930.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -397019.750000 Penalty: 2641.118408
	Iteration 0F: 3 clusters Score -397019.8 nChanged 1314
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: -397926.156250 Penalty: 2641.118408
	Iteration 1F: 3 clusters Score -397926.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -398202.812500 Penalty: 2641.118408
	Iteration 2F: 3 clusters Score -398202.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -398485.593750 Penalty: 2641.118408
	Iteration 3F: 3 clusters Score -398485.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -398741.593750 Penalty: 2641.118408
	Iteration 4F: 3 clusters Score -398741.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -398909.062500 Penalty: 2641.118408
	Iteration 5F: 3 clusters Score -398909.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -399060.937500 Penalty: 2641.118408
	Iteration 6Q: 3 clusters Score -399060.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -399185.281250 Penalty: 2641.118408
	Iteration 7Q: 3 clusters Score -399185.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -399280.750000 Penalty: 2641.118408
	Iteration 8Q: 3 clusters Score -399280.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -399345.406250 Penalty: 2641.118408
	Iteration 9Q: 3 clusters Score -399345.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -399384.062500 Penalty: 2641.118408
	Iteration 10Q: 3 clusters Score -399384.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -399412.656250 Penalty: 2641.118408
	Iteration 11Q: 3 clusters Score -399412.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -399435.125000 Penalty: 2641.118408
	Iteration 12Q: 3 clusters Score -399435.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -399447.843750 Penalty: 2641.118408
	Iteration 13Q: 3 clusters Score -399447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -399458.781250 Penalty: 2641.118408
	Iteration 14Q: 3 clusters Score -399458.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -399464.937500 Penalty: 2641.118408
	Iteration 15Q: 3 clusters Score -399464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -399466.375000 Penalty: 2641.118408
	Iteration 16Q: 3 clusters Score -399466.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -399468.750000 Penalty: 2641.118408
	Iteration 17Q: 3 clusters Score -399468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -399469.500000 Penalty: 2641.118408
	Iteration 18Q: 3 clusters Score -399469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -399469.187500 Penalty: 2641.118408
	Iteration 19Q: 3 clusters Score -399469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -399469.187500 Penalty: 2641.118408
	Iteration 20F: 3 clusters Score -399469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Entering Unmasked Estep 
Score: -2172154.750000 Penalty: 1580.645386
	Iteration 0F: 2 clusters Score -2172155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2160629.250000 Penalty: 3161.290771
	Iteration 0F: 3 clusters Score -2160629 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2164703.500000 Penalty: 3161.290771
	Iteration 1F: 3 clusters Score -2164704 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2165045.000000 Penalty: 3161.290771
	Iteration 2F: 3 clusters Score -2165045 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2165369.750000 Penalty: 3161.290771
	Iteration 3Q: 3 clusters Score -2165370 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2165660.250000 Penalty: 3161.290771
	Iteration 4Q: 3 clusters Score -2165660 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2165894.500000 Penalty: 3161.290771
	Iteration 5Q: 3 clusters Score -2165894 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2166105.750000 Penalty: 3161.290771
	Iteration 6Q: 3 clusters Score -2166106 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2166317.250000 Penalty: 3161.290771
	Iteration 7Q: 3 clusters Score -2166317 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2166519.500000 Penalty: 3161.290771
	Iteration 8Q: 3 clusters Score -2166520 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2166671.500000 Penalty: 3161.290771
	Iteration 9Q: 3 clusters Score -2166672 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2166813.500000 Penalty: 3161.290771
	Iteration 10Q: 3 clusters Score -2166814 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2166944.500000 Penalty: 3161.290771
	Iteration 11Q: 3 clusters Score -2166944 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2167073.750000 Penalty: 3161.290771
	Iteration 12Q: 3 clusters Score -2167074 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2167186.750000 Penalty: 3161.290771
	Iteration 13Q: 3 clusters Score -2167187 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2167306.250000 Penalty: 3161.290771
	Iteration 14Q: 3 clusters Score -2167306 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2167423.750000 Penalty: 3161.290771
	Iteration 15Q: 3 clusters Score -2167424 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2167523.750000 Penalty: 3161.290771
	Iteration 16Q: 3 clusters Score -2167524 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2167629.000000 Penalty: 3161.290771
	Iteration 17Q: 3 clusters Score -2167629 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2167749.750000 Penalty: 3161.290771
	Iteration 18Q: 3 clusters Score -2167750 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2167892.500000 Penalty: 3161.290771
	Iteration 19Q: 3 clusters Score -2167892 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2168048.500000 Penalty: 3161.290771
	Iteration 20F: 3 clusters Score -2168048 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2168252.250000 Penalty: 3161.290771
	Iteration 21Q: 3 clusters Score -2168252 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2168504.000000 Penalty: 3161.290771
	Iteration 22Q: 3 clusters Score -2168504 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2168833.750000 Penalty: 3161.290771
	Iteration 23Q: 3 clusters Score -2168834 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2169208.250000 Penalty: 3161.290771
	Iteration 24Q: 3 clusters Score -2169208 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2169596.750000 Penalty: 3161.290771
	Iteration 25Q: 3 clusters Score -2169597 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2169952.750000 Penalty: 3161.290771
	Iteration 26Q: 3 clusters Score -2169953 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2170201.750000 Penalty: 3161.290771
	Iteration 27Q: 3 clusters Score -2170202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2170393.750000 Penalty: 3161.290771
	Iteration 28Q: 3 clusters Score -2170394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2170497.750000 Penalty: 3161.290771
	Iteration 29Q: 3 clusters Score -2170498 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2170572.250000 Penalty: 3161.290771
	Iteration 30Q: 3 clusters Score -2170572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2170623.250000 Penalty: 3161.290771
	Iteration 31Q: 3 clusters Score -2170623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2170653.750000 Penalty: 3161.290771
	Iteration 32Q: 3 clusters Score -2170654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2170680.000000 Penalty: 3161.290771
	Iteration 33Q: 3 clusters Score -2170680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2170701.250000 Penalty: 3161.290771
	Iteration 34Q: 3 clusters Score -2170701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2170713.750000 Penalty: 3161.290771
	Iteration 35Q: 3 clusters Score -2170714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2170721.500000 Penalty: 3161.290771
	Iteration 36Q: 3 clusters Score -2170722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2170725.000000 Penalty: 3161.290771
	Iteration 37Q: 3 clusters Score -2170725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2170725.750000 Penalty: 3161.290771
	Iteration 38Q: 3 clusters Score -2170726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2170725.750000 Penalty: 3161.290771
	Iteration 39F: 3 clusters Score -2170726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Entering Unmasked Estep 
Score: -2163644.250000 Penalty: 1579.712158
	Iteration 0F: 2 clusters Score -2163644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2152194.000000 Penalty: 3159.424316
	Iteration 0F: 3 clusters Score -2152194 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2156245.250000 Penalty: 3159.424316
	Iteration 1F: 3 clusters Score -2156245 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2156571.750000 Penalty: 3159.424316
	Iteration 2F: 3 clusters Score -2156572 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2156855.500000 Penalty: 3159.424316
	Iteration 3Q: 3 clusters Score -2156856 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2157121.750000 Penalty: 3159.424316
	Iteration 4Q: 3 clusters Score -2157122 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2157415.000000 Penalty: 3159.424316
	Iteration 5Q: 3 clusters Score -2157415 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2157768.750000 Penalty: 3159.424316
	Iteration 6Q: 3 clusters Score -2157769 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2158220.000000 Penalty: 3159.424316
	Iteration 7Q: 3 clusters Score -2158220 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2158754.000000 Penalty: 3159.424316
	Iteration 8Q: 3 clusters Score -2158754 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2159307.250000 Penalty: 3159.424316
	Iteration 9F: 3 clusters Score -2159307 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2159919.500000 Penalty: 3159.424316
	Iteration 10F: 3 clusters Score -2159920 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2160461.250000 Penalty: 3159.424316
	Iteration 11Q: 3 clusters Score -2160461 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2160917.750000 Penalty: 3159.424316
	Iteration 12Q: 3 clusters Score -2160918 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2161296.000000 Penalty: 3159.424316
	Iteration 13Q: 3 clusters Score -2161296 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2161581.000000 Penalty: 3159.424316
	Iteration 14Q: 3 clusters Score -2161581 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2161806.750000 Penalty: 3159.424316
	Iteration 15Q: 3 clusters Score -2161807 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2161942.750000 Penalty: 3159.424316
	Iteration 16Q: 3 clusters Score -2161943 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2162027.000000 Penalty: 3159.424316
	Iteration 17Q: 3 clusters Score -2162027 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2162094.500000 Penalty: 3159.424316
	Iteration 18Q: 3 clusters Score -2162094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2162145.250000 Penalty: 3159.424316
	Iteration 19Q: 3 clusters Score -2162145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2162169.500000 Penalty: 3159.424316
	Iteration 20F: 3 clusters Score -2162170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2162194.000000 Penalty: 3159.424316
	Iteration 21Q: 3 clusters Score -2162194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2162202.500000 Penalty: 3159.424316
	Iteration 22Q: 3 clusters Score -2162202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2162217.750000 Penalty: 3159.424316
	Iteration 23Q: 3 clusters Score -2162218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2162233.250000 Penalty: 3159.424316
	Iteration 24Q: 3 clusters Score -2162233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2162249.250000 Penalty: 3159.424316
	Iteration 25Q: 3 clusters Score -2162249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2162259.750000 Penalty: 3159.424316
	Iteration 26Q: 3 clusters Score -2162260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2162272.250000 Penalty: 3159.424316
	Iteration 27Q: 3 clusters Score -2162272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2162288.500000 Penalty: 3159.424316
	Iteration 28Q: 3 clusters Score -2162288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2162301.750000 Penalty: 3159.424316
	Iteration 29Q: 3 clusters Score -2162302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2162310.000000 Penalty: 3159.424316
	Iteration 30Q: 3 clusters Score -2162310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2162315.500000 Penalty: 3159.424316
	Iteration 31Q: 3 clusters Score -2162316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2162328.500000 Penalty: 3159.424316
	Iteration 32Q: 3 clusters Score -2162328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2162330.500000 Penalty: 3159.424316
	Iteration 33Q: 3 clusters Score -2162330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2162333.250000 Penalty: 3159.424316
	Iteration 34Q: 3 clusters Score -2162333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2162336.750000 Penalty: 3159.424316
	Iteration 35Q: 3 clusters Score -2162337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2162341.000000 Penalty: 3159.424316
	Iteration 36Q: 3 clusters Score -2162341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2162344.250000 Penalty: 3159.424316
	Iteration 37Q: 3 clusters Score -2162344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2162346.000000 Penalty: 3159.424316
	Iteration 38Q: 3 clusters Score -2162346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2162346.000000 Penalty: 3159.424316
	Iteration 39F: 3 clusters Score -2162346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Entering Unmasked Estep 
Score: -1680094.625000 Penalty: 1538.198120
	Iteration 0F: 2 clusters Score -1680095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1671074.625000 Penalty: 3076.396240
	Iteration 0F: 3 clusters Score -1671075 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1674118.375000 Penalty: 3076.396240
	Iteration 1F: 3 clusters Score -1674118 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1674355.375000 Penalty: 3076.396240
	Iteration 2Q: 3 clusters Score -1674355 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1674554.375000 Penalty: 3076.396240
	Iteration 3Q: 3 clusters Score -1674554 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1674726.875000 Penalty: 3076.396240
	Iteration 4Q: 3 clusters Score -1674727 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1674905.000000 Penalty: 3076.396240
	Iteration 5Q: 3 clusters Score -1674905 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1675125.750000 Penalty: 3076.396240
	Iteration 6Q: 3 clusters Score -1675126 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1675396.750000 Penalty: 3076.396240
	Iteration 7Q: 3 clusters Score -1675397 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1675742.125000 Penalty: 3076.396240
	Iteration 8Q: 3 clusters Score -1675742 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1676218.375000 Penalty: 3076.396240
	Iteration 9F: 3 clusters Score -1676218 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1676743.375000 Penalty: 3076.396240
	Iteration 10F: 3 clusters Score -1676743 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1677230.500000 Penalty: 3076.396240
	Iteration 11Q: 3 clusters Score -1677230 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1677642.125000 Penalty: 3076.396240
	Iteration 12Q: 3 clusters Score -1677642 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1677966.250000 Penalty: 3076.396240
	Iteration 13Q: 3 clusters Score -1677966 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1678206.500000 Penalty: 3076.396240
	Iteration 14Q: 3 clusters Score -1678206 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1678386.875000 Penalty: 3076.396240
	Iteration 15Q: 3 clusters Score -1678387 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1678518.375000 Penalty: 3076.396240
	Iteration 16Q: 3 clusters Score -1678518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1678618.125000 Penalty: 3076.396240
	Iteration 17Q: 3 clusters Score -1678618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1678669.000000 Penalty: 3076.396240
	Iteration 18Q: 3 clusters Score -1678669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1678700.625000 Penalty: 3076.396240
	Iteration 19Q: 3 clusters Score -1678701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1678726.875000 Penalty: 3076.396240
	Iteration 20F: 3 clusters Score -1678727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1678751.500000 Penalty: 3076.396240
	Iteration 21Q: 3 clusters Score -1678752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1678766.250000 Penalty: 3076.396240
	Iteration 22Q: 3 clusters Score -1678766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1678778.500000 Penalty: 3076.396240
	Iteration 23Q: 3 clusters Score -1678778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1678788.750000 Penalty: 3076.396240
	Iteration 24Q: 3 clusters Score -1678789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1678795.500000 Penalty: 3076.396240
	Iteration 25Q: 3 clusters Score -1678796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1678805.875000 Penalty: 3076.396240
	Iteration 26Q: 3 clusters Score -1678806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1678810.625000 Penalty: 3076.396240
	Iteration 27Q: 3 clusters Score -1678811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1678812.000000 Penalty: 3076.396240
	Iteration 28Q: 3 clusters Score -1678812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1678815.500000 Penalty: 3076.396240
	Iteration 29Q: 3 clusters Score -1678816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1678816.500000 Penalty: 3076.396240
	Iteration 30Q: 3 clusters Score -1678816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1678816.125000 Penalty: 3076.396240
	Iteration 31Q: 3 clusters Score -1678816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1678820.875000 Penalty: 3076.396240
	Iteration 32Q: 3 clusters Score -1678821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1678824.250000 Penalty: 3076.396240
	Iteration 33Q: 3 clusters Score -1678824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1678832.125000 Penalty: 3076.396240
	Iteration 34Q: 3 clusters Score -1678832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1678836.000000 Penalty: 3076.396240
	Iteration 35Q: 3 clusters Score -1678836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1678838.375000 Penalty: 3076.396240
	Iteration 36Q: 3 clusters Score -1678838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1678838.375000 Penalty: 3076.396240
	Iteration 37F: 3 clusters Score -1678838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -138138.062500 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -138138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -136579.203125 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -136579.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136888.281250 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -136888.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136985.312500 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -136985.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137020.937500 Penalty: 2280.398193
	Iteration 3Q: 3 clusters Score -137020.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137054.500000 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -137054.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -137082.343750 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -137082.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -137095.781250 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -137095.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137116.546875 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -137116.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137141.109375 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -137141.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137167.015625 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -137167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137181.250000 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -137181.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137185.890625 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -137185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -137188.671875 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -137188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -137193.296875 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -137193.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -137196.921875 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -137196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -137201.046875 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -137201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -137202.687500 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -137202.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -137204.250000 Penalty: 2280.398193
	Iteration 17Q: 3 clusters Score -137204.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -137208.609375 Penalty: 2280.398193
	Iteration 18Q: 3 clusters Score -137208.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -137210.828125 Penalty: 2280.398193
	Iteration 19Q: 3 clusters Score -137210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137214.375000 Penalty: 2280.398193
	Iteration 20F: 3 clusters Score -137214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -137216.781250 Penalty: 2280.398193
	Iteration 21Q: 3 clusters Score -137216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -137218.593750 Penalty: 2280.398193
	Iteration 22Q: 3 clusters Score -137218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -137219.031250 Penalty: 2280.398193
	Iteration 23Q: 3 clusters Score -137219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -137219.031250 Penalty: 2280.398193
	Iteration 24F: 3 clusters Score -137219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Entering Unmasked Estep 
Score: -805422.500000 Penalty: 1424.006226
	Iteration 0F: 2 clusters Score -805422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -800557.312500 Penalty: 2848.012451
	Iteration 0F: 3 clusters Score -800557.3 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -801973.125000 Penalty: 2848.012451
	Iteration 1F: 3 clusters Score -801973.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -802195.375000 Penalty: 2848.012451
	Iteration 2F: 3 clusters Score -802195.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -802385.562500 Penalty: 2848.012451
	Iteration 3F: 3 clusters Score -802385.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -802553.187500 Penalty: 2848.012451
	Iteration 4Q: 3 clusters Score -802553.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -802761.687500 Penalty: 2848.012451
	Iteration 5F: 3 clusters Score -802761.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -802979.937500 Penalty: 2848.012451
	Iteration 6F: 3 clusters Score -802979.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -803202.687500 Penalty: 2848.012451
	Iteration 7F: 3 clusters Score -803202.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -803402.875000 Penalty: 2848.012451
	Iteration 8Q: 3 clusters Score -803402.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -803594.062500 Penalty: 2848.012451
	Iteration 9Q: 3 clusters Score -803594.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -803756.625000 Penalty: 2848.012451
	Iteration 10Q: 3 clusters Score -803756.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -803903.125000 Penalty: 2848.012451
	Iteration 11Q: 3 clusters Score -803903.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -804013.375000 Penalty: 2848.012451
	Iteration 12Q: 3 clusters Score -804013.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -804095.437500 Penalty: 2848.012451
	Iteration 13Q: 3 clusters Score -804095.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -804161.312500 Penalty: 2848.012451
	Iteration 14Q: 3 clusters Score -804161.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -804214.937500 Penalty: 2848.012451
	Iteration 15Q: 3 clusters Score -804214.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -804249.687500 Penalty: 2848.012451
	Iteration 16Q: 3 clusters Score -804249.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -804270.187500 Penalty: 2848.012451
	Iteration 17Q: 3 clusters Score -804270.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -804287.500000 Penalty: 2848.012451
	Iteration 18Q: 3 clusters Score -804287.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -804298.437500 Penalty: 2848.012451
	Iteration 19Q: 3 clusters Score -804298.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -804306.812500 Penalty: 2848.012451
	Iteration 20F: 3 clusters Score -804306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -804307.312500 Penalty: 2848.012451
	Iteration 21Q: 3 clusters Score -804307.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -804308.375000 Penalty: 2848.012451
	Iteration 22Q: 3 clusters Score -804308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -804308.375000 Penalty: 2848.012451
	Iteration 23F: 3 clusters Score -804308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85401 members 
Entering Unmasked Estep 
Score: -10939402.000000 Penalty: 1845.205811
	Iteration 0F: 2 clusters Score -1.09394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -10883144.000000 Penalty: 3690.411621
	Iteration 0F: 3 clusters Score -1.088314e+07 nChanged 40463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -10906458.000000 Penalty: 3690.411621
	Iteration 1F: 3 clusters Score -1.090646e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -10907129.000000 Penalty: 3690.411621
	Iteration 2Q: 3 clusters Score -1.090713e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -10908183.000000 Penalty: 3690.411621
	Iteration 3Q: 3 clusters Score -1.090818e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -10909738.000000 Penalty: 3690.411621
	Iteration 4Q: 3 clusters Score -1.090974e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -10911922.000000 Penalty: 3690.411621
	Iteration 5F: 3 clusters Score -1.091192e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -10915020.000000 Penalty: 3690.411621
	Iteration 6F: 3 clusters Score -1.091502e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -10919056.000000 Penalty: 3690.411621
	Iteration 7F: 3 clusters Score -1.091906e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -10922939.000000 Penalty: 3690.411621
	Iteration 8F: 3 clusters Score -1.092294e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -10925139.000000 Penalty: 3690.411621
	Iteration 9F: 3 clusters Score -1.092514e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -10926116.000000 Penalty: 3690.411621
	Iteration 10Q: 3 clusters Score -1.092612e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -10926569.000000 Penalty: 3690.411621
	Iteration 11Q: 3 clusters Score -1.092657e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -10926784.000000 Penalty: 3690.411621
	Iteration 12Q: 3 clusters Score -1.092678e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -10926985.000000 Penalty: 3690.411621
	Iteration 13Q: 3 clusters Score -1.092698e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -10927123.000000 Penalty: 3690.411621
	Iteration 14Q: 3 clusters Score -1.092712e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -10927272.000000 Penalty: 3690.411621
	Iteration 15Q: 3 clusters Score -1.092727e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -10927436.000000 Penalty: 3690.411621
	Iteration 16Q: 3 clusters Score -1.092744e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -10927572.000000 Penalty: 3690.411621
	Iteration 17Q: 3 clusters Score -1.092757e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -10927766.000000 Penalty: 3690.411621
	Iteration 18Q: 3 clusters Score -1.092777e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -10927942.000000 Penalty: 3690.411621
	Iteration 19Q: 3 clusters Score -1.092794e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -10928209.000000 Penalty: 3690.411621
	Iteration 20F: 3 clusters Score -1.092821e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -10928589.000000 Penalty: 3690.411621
	Iteration 21Q: 3 clusters Score -1.092859e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -10928953.000000 Penalty: 3690.411621
	Iteration 22Q: 3 clusters Score -1.092895e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -10929510.000000 Penalty: 3690.411621
	Iteration 23Q: 3 clusters Score -1.092951e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -10930209.000000 Penalty: 3690.411621
	Iteration 24Q: 3 clusters Score -1.093021e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -10931040.000000 Penalty: 3690.411621
	Iteration 25Q: 3 clusters Score -1.093104e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -10931895.000000 Penalty: 3690.411621
	Iteration 26Q: 3 clusters Score -1.09319e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -10932554.000000 Penalty: 3690.411621
	Iteration 27Q: 3 clusters Score -1.093255e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -10933197.000000 Penalty: 3690.411621
	Iteration 28Q: 3 clusters Score -1.09332e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -10933462.000000 Penalty: 3690.411621
	Iteration 29Q: 3 clusters Score -1.093346e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -10933761.000000 Penalty: 3690.411621
	Iteration 30Q: 3 clusters Score -1.093376e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -10933973.000000 Penalty: 3690.411621
	Iteration 31Q: 3 clusters Score -1.093397e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -10934093.000000 Penalty: 3690.411621
	Iteration 32Q: 3 clusters Score -1.093409e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -10934191.000000 Penalty: 3690.411621
	Iteration 33Q: 3 clusters Score -1.093419e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -10934315.000000 Penalty: 3690.411621
	Iteration 34Q: 3 clusters Score -1.093432e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -10934337.000000 Penalty: 3690.411621
	Iteration 35Q: 3 clusters Score -1.093434e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -10934387.000000 Penalty: 3690.411621
	Iteration 36Q: 3 clusters Score -1.093439e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -10934391.000000 Penalty: 3690.411621
	Iteration 37Q: 3 clusters Score -1.093439e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -10934403.000000 Penalty: 3690.411621
	Iteration 38Q: 3 clusters Score -1.09344e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -10934407.000000 Penalty: 3690.411621
	Iteration 39Q: 3 clusters Score -1.093441e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -10934433.000000 Penalty: 3690.411621
	Iteration 40F: 3 clusters Score -1.093443e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -10934411.000000 Penalty: 3690.411621
	Iteration 41Q: 3 clusters Score -1.093441e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -10934425.000000 Penalty: 3690.411621
	Iteration 42Q: 3 clusters Score -1.093442e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -10934428.000000 Penalty: 3690.411621
	Iteration 43Q: 3 clusters Score -1.093443e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -10934435.000000 Penalty: 3690.411621
	Iteration 44Q: 3 clusters Score -1.093444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -10934437.000000 Penalty: 3690.411621
	Iteration 45Q: 3 clusters Score -1.093444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -10934446.000000 Penalty: 3690.411621
	Iteration 46Q: 3 clusters Score -1.093445e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -10934462.000000 Penalty: 3690.411621
	Iteration 47Q: 3 clusters Score -1.093446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -10934449.000000 Penalty: 3690.411621
	Iteration 48Q: 3 clusters Score -1.093445e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -10934453.000000 Penalty: 3690.411621
	Iteration 49Q: 3 clusters Score -1.093445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -10934433.000000 Penalty: 3690.411621
	Iteration 50Q: 3 clusters Score -1.093443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -10934449.000000 Penalty: 3690.411621
	Iteration 51Q: 3 clusters Score -1.093445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -10934431.000000 Penalty: 3690.411621
	Iteration 52Q: 3 clusters Score -1.093443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -10934431.000000 Penalty: 3690.411621
	Iteration 53Q: 3 clusters Score -1.093443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -10934443.000000 Penalty: 3690.411621
	Iteration 54Q: 3 clusters Score -1.093444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -10934432.000000 Penalty: 3690.411621
	Iteration 55Q: 3 clusters Score -1.093443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -10934435.000000 Penalty: 3690.411621
	Iteration 56Q: 3 clusters Score -1.093444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -10934431.000000 Penalty: 3690.411621
	Iteration 57Q: 3 clusters Score -1.093443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -10934421.000000 Penalty: 3690.411621
	Iteration 58Q: 3 clusters Score -1.093442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -10934423.000000 Penalty: 3690.411621
	Iteration 59Q: 3 clusters Score -1.093442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -10934443.000000 Penalty: 3690.411621
	Iteration 60F: 3 clusters Score -1.093444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -10934439.000000 Penalty: 3690.411621
	Iteration 61Q: 3 clusters Score -1.093444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -10934432.000000 Penalty: 3690.411621
	Iteration 62Q: 3 clusters Score -1.093443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -10934434.000000 Penalty: 3690.411621
	Iteration 63Q: 3 clusters Score -1.093443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -10934435.000000 Penalty: 3690.411621
	Iteration 64Q: 3 clusters Score -1.093444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -10934439.000000 Penalty: 3690.411621
	Iteration 65Q: 3 clusters Score -1.093444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -10934439.000000 Penalty: 3690.411621
	Iteration 66Q: 3 clusters Score -1.093444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -10934438.000000 Penalty: 3690.411621
	Iteration 67Q: 3 clusters Score -1.093444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -10934443.000000 Penalty: 3690.411621
	Iteration 68Q: 3 clusters Score -1.093444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -10934446.000000 Penalty: 3690.411621
	Iteration 69Q: 3 clusters Score -1.093445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -10934436.000000 Penalty: 3690.411621
	Iteration 70Q: 3 clusters Score -1.093444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -10934435.000000 Penalty: 3690.411621
	Iteration 71Q: 3 clusters Score -1.093444e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -10934434.000000 Penalty: 3690.411621
	Iteration 72Q: 3 clusters Score -1.093443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -10934448.000000 Penalty: 3690.411621
	Iteration 73Q: 3 clusters Score -1.093445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -10934447.000000 Penalty: 3690.411621
	Iteration 74Q: 3 clusters Score -1.093445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -10934456.000000 Penalty: 3690.411621
	Iteration 75Q: 3 clusters Score -1.093446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -10934457.000000 Penalty: 3690.411621
	Iteration 76Q: 3 clusters Score -1.093446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -10934452.000000 Penalty: 3690.411621
	Iteration 77Q: 3 clusters Score -1.093445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -10934456.000000 Penalty: 3690.411621
	Iteration 78Q: 3 clusters Score -1.093446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -10934456.000000 Penalty: 3690.411621
	Iteration 79F: 3 clusters Score -1.093446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -152380.328125 Penalty: 1156.677612
	Iteration 0F: 2 clusters Score -152380.3 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 627 members 
Entering Unmasked Estep 
Score: -150764.187500 Penalty: 2313.355225
	Iteration 0F: 3 clusters Score -150764.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151027.437500 Penalty: 2313.355225
	Iteration 1F: 3 clusters Score -151027.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151095.921875 Penalty: 2313.355225
	Iteration 2F: 3 clusters Score -151095.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151145.687500 Penalty: 2313.355225
	Iteration 3Q: 3 clusters Score -151145.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151175.843750 Penalty: 2313.355225
	Iteration 4Q: 3 clusters Score -151175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -151193.015625 Penalty: 2313.355225
	Iteration 5Q: 3 clusters Score -151193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151206.343750 Penalty: 2313.355225
	Iteration 6Q: 3 clusters Score -151206.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151221.984375 Penalty: 2313.355225
	Iteration 7Q: 3 clusters Score -151222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151239.234375 Penalty: 2313.355225
	Iteration 8Q: 3 clusters Score -151239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151250.828125 Penalty: 2313.355225
	Iteration 9Q: 3 clusters Score -151250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151258.687500 Penalty: 2313.355225
	Iteration 10Q: 3 clusters Score -151258.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -151271.140625 Penalty: 2313.355225
	Iteration 11Q: 3 clusters Score -151271.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151281.812500 Penalty: 2313.355225
	Iteration 12Q: 3 clusters Score -151281.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151292.281250 Penalty: 2313.355225
	Iteration 13Q: 3 clusters Score -151292.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -151302.859375 Penalty: 2313.355225
	Iteration 14Q: 3 clusters Score -151302.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -151306.453125 Penalty: 2313.355225
	Iteration 15Q: 3 clusters Score -151306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151307.546875 Penalty: 2313.355225
	Iteration 16Q: 3 clusters Score -151307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -151307.734375 Penalty: 2313.355225
	Iteration 17Q: 3 clusters Score -151307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151308.406250 Penalty: 2313.355225
	Iteration 18Q: 3 clusters Score -151308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151310.437500 Penalty: 2313.355225
	Iteration 19Q: 3 clusters Score -151310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151311.968750 Penalty: 2313.355225
	Iteration 20F: 3 clusters Score -151312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151312.640625 Penalty: 2313.355225
	Iteration 21Q: 3 clusters Score -151312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151312.640625 Penalty: 2313.355225
	Iteration 22F: 3 clusters Score -151312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Entering Unmasked Estep 
Score: -1146869.375000 Penalty: 1492.215698
	Iteration 0F: 2 clusters Score -1146869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1139845.125000 Penalty: 2984.431396
	Iteration 0F: 3 clusters Score -1139845 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1142474.750000 Penalty: 2984.431396
	Iteration 1F: 3 clusters Score -1142475 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1143093.875000 Penalty: 2984.431396
	Iteration 2F: 3 clusters Score -1143094 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1143628.625000 Penalty: 2984.431396
	Iteration 3F: 3 clusters Score -1143629 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1144042.625000 Penalty: 2984.431396
	Iteration 4F: 3 clusters Score -1144043 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1144349.625000 Penalty: 2984.431396
	Iteration 5F: 3 clusters Score -1144350 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1144561.750000 Penalty: 2984.431396
	Iteration 6Q: 3 clusters Score -1144562 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1144722.875000 Penalty: 2984.431396
	Iteration 7Q: 3 clusters Score -1144723 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1144839.125000 Penalty: 2984.431396
	Iteration 8Q: 3 clusters Score -1144839 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1144954.000000 Penalty: 2984.431396
	Iteration 9Q: 3 clusters Score -1144954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1145087.625000 Penalty: 2984.431396
	Iteration 10Q: 3 clusters Score -1145088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1145218.625000 Penalty: 2984.431396
	Iteration 11Q: 3 clusters Score -1145219 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1145353.750000 Penalty: 2984.431396
	Iteration 12Q: 3 clusters Score -1145354 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1145489.125000 Penalty: 2984.431396
	Iteration 13Q: 3 clusters Score -1145489 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1145635.500000 Penalty: 2984.431396
	Iteration 14Q: 3 clusters Score -1145636 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1145746.875000 Penalty: 2984.431396
	Iteration 15Q: 3 clusters Score -1145747 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1145845.875000 Penalty: 2984.431396
	Iteration 16Q: 3 clusters Score -1145846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1145923.750000 Penalty: 2984.431396
	Iteration 17Q: 3 clusters Score -1145924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1145999.125000 Penalty: 2984.431396
	Iteration 18Q: 3 clusters Score -1145999 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1146055.250000 Penalty: 2984.431396
	Iteration 19Q: 3 clusters Score -1146055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1146090.625000 Penalty: 2984.431396
	Iteration 20F: 3 clusters Score -1146091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1146116.000000 Penalty: 2984.431396
	Iteration 21Q: 3 clusters Score -1146116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1146135.750000 Penalty: 2984.431396
	Iteration 22Q: 3 clusters Score -1146136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1146157.250000 Penalty: 2984.431396
	Iteration 23Q: 3 clusters Score -1146157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1146170.250000 Penalty: 2984.431396
	Iteration 24Q: 3 clusters Score -1146170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1146181.375000 Penalty: 2984.431396
	Iteration 25Q: 3 clusters Score -1146181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1146187.750000 Penalty: 2984.431396
	Iteration 26Q: 3 clusters Score -1146188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1146191.750000 Penalty: 2984.431396
	Iteration 27Q: 3 clusters Score -1146192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1146194.125000 Penalty: 2984.431396
	Iteration 28Q: 3 clusters Score -1146194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1146195.625000 Penalty: 2984.431396
	Iteration 29Q: 3 clusters Score -1146196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1146196.875000 Penalty: 2984.431396
	Iteration 30Q: 3 clusters Score -1146197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1146196.125000 Penalty: 2984.431396
	Iteration 31Q: 3 clusters Score -1146196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1146197.125000 Penalty: 2984.431396
	Iteration 32Q: 3 clusters Score -1146197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1146198.250000 Penalty: 2984.431396
	Iteration 33Q: 3 clusters Score -1146198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1146198.250000 Penalty: 2984.431396
	Iteration 34Q: 3 clusters Score -1146198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1146200.625000 Penalty: 2984.431396
	Iteration 35Q: 3 clusters Score -1146201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1146201.500000 Penalty: 2984.431396
	Iteration 36Q: 3 clusters Score -1146202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1146201.125000 Penalty: 2984.431396
	Iteration 37Q: 3 clusters Score -1146201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1146205.625000 Penalty: 2984.431396
	Iteration 38Q: 3 clusters Score -1146206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1146207.750000 Penalty: 2984.431396
	Iteration 39Q: 3 clusters Score -1146208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1146208.875000 Penalty: 2984.431396
	Iteration 40F: 3 clusters Score -1146209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1146209.625000 Penalty: 2984.431396
	Iteration 41Q: 3 clusters Score -1146210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1146209.250000 Penalty: 2984.431396
	Iteration 42Q: 3 clusters Score -1146209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1146205.750000 Penalty: 2984.431396
	Iteration 43Q: 3 clusters Score -1146206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1146205.750000 Penalty: 2984.431396
	Iteration 44F: 3 clusters Score -1146206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -22905.414062 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -22905.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22322.824219 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -22322.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22641.636719 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -22641.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22796.654297 Penalty: 1831.306519
	Iteration 2Q: 3 clusters Score -22796.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -23098.525391 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -23098.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -23246.626953 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -23246.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23352.599609 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -23352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23415.613281 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -23415.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -23497.626953 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -23497.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23611.669922 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -23611.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23708.833984 Penalty: 1831.306519
	Iteration 9Q: 3 clusters Score -23708.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23748.033203 Penalty: 1831.306519
	Iteration 10Q: 3 clusters Score -23748.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23806.865234 Penalty: 1831.306519
	Iteration 11Q: 3 clusters Score -23806.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23831.271484 Penalty: 1831.306519
	Iteration 12Q: 3 clusters Score -23831.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23836.267578 Penalty: 1831.306519
	Iteration 13F: 3 clusters Score -23836.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23893.820312 Penalty: 1831.306519
	Iteration 14Q: 3 clusters Score -23893.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23988.724609 Penalty: 1831.306519
	Iteration 15Q: 3 clusters Score -23988.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23988.724609 Penalty: 1831.306519
	Iteration 16F: 3 clusters Score -23988.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109869 members 
Mstep: Class 4 contains 9121 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 53689 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85401 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 182 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 23 contains 98 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21358 members 
Mstep: Class 27 contains 50679 members 
Mstep: Class 28 contains 27115 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
Score: -59791712.000000 Penalty: 61624.625000
Splitting cluster 20 changes total score from -59791836.000000 to -59791712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -295458.250000 Penalty: 1258.773804
	Iteration 0F: 2 clusters Score -295458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -293200.562500 Penalty: 2517.547607
	Iteration 0F: 3 clusters Score -293200.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -293714.750000 Penalty: 2517.547607
	Iteration 1F: 3 clusters Score -293714.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -293828.218750 Penalty: 2517.547607
	Iteration 2F: 3 clusters Score -293828.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -293905.687500 Penalty: 2517.547607
	Iteration 3Q: 3 clusters Score -293905.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -293959.218750 Penalty: 2517.547607
	Iteration 4Q: 3 clusters Score -293959.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -293990.406250 Penalty: 2517.547607
	Iteration 5Q: 3 clusters Score -293990.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -294014.281250 Penalty: 2517.547607
	Iteration 6Q: 3 clusters Score -294014.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -294041.968750 Penalty: 2517.547607
	Iteration 7Q: 3 clusters Score -294042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -294062.187500 Penalty: 2517.547607
	Iteration 8Q: 3 clusters Score -294062.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -294076.937500 Penalty: 2517.547607
	Iteration 9Q: 3 clusters Score -294076.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -294095.375000 Penalty: 2517.547607
	Iteration 10Q: 3 clusters Score -294095.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -294116.656250 Penalty: 2517.547607
	Iteration 11Q: 3 clusters Score -294116.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -294135.093750 Penalty: 2517.547607
	Iteration 12Q: 3 clusters Score -294135.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -294152.593750 Penalty: 2517.547607
	Iteration 13Q: 3 clusters Score -294152.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -294167.656250 Penalty: 2517.547607
	Iteration 14Q: 3 clusters Score -294167.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -294181.125000 Penalty: 2517.547607
	Iteration 15Q: 3 clusters Score -294181.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -294195.562500 Penalty: 2517.547607
	Iteration 16Q: 3 clusters Score -294195.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -294208.750000 Penalty: 2517.547607
	Iteration 17Q: 3 clusters Score -294208.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -294222.406250 Penalty: 2517.547607
	Iteration 18Q: 3 clusters Score -294222.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -294234.375000 Penalty: 2517.547607
	Iteration 19Q: 3 clusters Score -294234.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -294242.000000 Penalty: 2517.547607
	Iteration 20F: 3 clusters Score -294242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -294248.593750 Penalty: 2517.547607
	Iteration 21Q: 3 clusters Score -294248.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -294252.468750 Penalty: 2517.547607
	Iteration 22Q: 3 clusters Score -294252.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -294255.625000 Penalty: 2517.547607
	Iteration 23Q: 3 clusters Score -294255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -294257.062500 Penalty: 2517.547607
	Iteration 24Q: 3 clusters Score -294257.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -294261.156250 Penalty: 2517.547607
	Iteration 25Q: 3 clusters Score -294261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -294264.406250 Penalty: 2517.547607
	Iteration 26Q: 3 clusters Score -294264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -294266.125000 Penalty: 2517.547607
	Iteration 27Q: 3 clusters Score -294266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -294268.125000 Penalty: 2517.547607
	Iteration 28Q: 3 clusters Score -294268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -294269.062500 Penalty: 2517.547607
	Iteration 29Q: 3 clusters Score -294269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -294270.531250 Penalty: 2517.547607
	Iteration 30Q: 3 clusters Score -294270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -294271.187500 Penalty: 2517.547607
	Iteration 31Q: 3 clusters Score -294271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -294271.187500 Penalty: 2517.547607
	Iteration 32F: 3 clusters Score -294271.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Entering Unmasked Estep 
Score: -2300677.000000 Penalty: 1594.854980
	Iteration 0F: 2 clusters Score -2300677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2288087.250000 Penalty: 3189.709961
	Iteration 0F: 3 clusters Score -2288087 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2292709.750000 Penalty: 3189.709961
	Iteration 1F: 3 clusters Score -2292710 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2293236.750000 Penalty: 3189.709961
	Iteration 2F: 3 clusters Score -2293237 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2293840.750000 Penalty: 3189.709961
	Iteration 3F: 3 clusters Score -2293841 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2294484.500000 Penalty: 3189.709961
	Iteration 4F: 3 clusters Score -2294484 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2295091.000000 Penalty: 3189.709961
	Iteration 5F: 3 clusters Score -2295091 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2295661.750000 Penalty: 3189.709961
	Iteration 6F: 3 clusters Score -2295662 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2296144.250000 Penalty: 3189.709961
	Iteration 7Q: 3 clusters Score -2296144 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2296648.250000 Penalty: 3189.709961
	Iteration 8Q: 3 clusters Score -2296648 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2297150.000000 Penalty: 3189.709961
	Iteration 9Q: 3 clusters Score -2297150 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2297629.750000 Penalty: 3189.709961
	Iteration 10Q: 3 clusters Score -2297630 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2298021.750000 Penalty: 3189.709961
	Iteration 11Q: 3 clusters Score -2298022 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2298329.750000 Penalty: 3189.709961
	Iteration 12Q: 3 clusters Score -2298330 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2298643.250000 Penalty: 3189.709961
	Iteration 13Q: 3 clusters Score -2298643 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2298933.500000 Penalty: 3189.709961
	Iteration 14Q: 3 clusters Score -2298934 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2299190.750000 Penalty: 3189.709961
	Iteration 15Q: 3 clusters Score -2299191 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2299385.750000 Penalty: 3189.709961
	Iteration 16Q: 3 clusters Score -2299386 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2299551.500000 Penalty: 3189.709961
	Iteration 17Q: 3 clusters Score -2299552 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2299687.500000 Penalty: 3189.709961
	Iteration 18Q: 3 clusters Score -2299688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2299781.250000 Penalty: 3189.709961
	Iteration 19Q: 3 clusters Score -2299781 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2299862.750000 Penalty: 3189.709961
	Iteration 20F: 3 clusters Score -2299863 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2299923.750000 Penalty: 3189.709961
	Iteration 21Q: 3 clusters Score -2299924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2299963.000000 Penalty: 3189.709961
	Iteration 22Q: 3 clusters Score -2299963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2299994.000000 Penalty: 3189.709961
	Iteration 23Q: 3 clusters Score -2299994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2300024.500000 Penalty: 3189.709961
	Iteration 24Q: 3 clusters Score -2300024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2300048.000000 Penalty: 3189.709961
	Iteration 25Q: 3 clusters Score -2300048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2300067.250000 Penalty: 3189.709961
	Iteration 26Q: 3 clusters Score -2300067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2300072.250000 Penalty: 3189.709961
	Iteration 27Q: 3 clusters Score -2300072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2300077.500000 Penalty: 3189.709961
	Iteration 28Q: 3 clusters Score -2300078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2300083.500000 Penalty: 3189.709961
	Iteration 29Q: 3 clusters Score -2300084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2300090.500000 Penalty: 3189.709961
	Iteration 30Q: 3 clusters Score -2300090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2300092.250000 Penalty: 3189.709961
	Iteration 31Q: 3 clusters Score -2300092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2300097.000000 Penalty: 3189.709961
	Iteration 32Q: 3 clusters Score -2300097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2300098.000000 Penalty: 3189.709961
	Iteration 33Q: 3 clusters Score -2300098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2300101.000000 Penalty: 3189.709961
	Iteration 34Q: 3 clusters Score -2300101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2300098.000000 Penalty: 3189.709961
	Iteration 35Q: 3 clusters Score -2300098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2300099.500000 Penalty: 3189.709961
	Iteration 36Q: 3 clusters Score -2300100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2300097.750000 Penalty: 3189.709961
	Iteration 37Q: 3 clusters Score -2300098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2300099.500000 Penalty: 3189.709961
	Iteration 38Q: 3 clusters Score -2300100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2300100.750000 Penalty: 3189.709961
	Iteration 39Q: 3 clusters Score -2300101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2300100.000000 Penalty: 3189.709961
	Iteration 40F: 3 clusters Score -2300100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2300101.750000 Penalty: 3189.709961
	Iteration 41Q: 3 clusters Score -2300102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2300101.750000 Penalty: 3189.709961
	Iteration 42F: 3 clusters Score -2300102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Entering Unmasked Estep 
Score: -662451.750000 Penalty: 1393.144287
	Iteration 0F: 2 clusters Score -662451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -658314.312500 Penalty: 2786.288574
	Iteration 0F: 3 clusters Score -658314.3 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -659574.875000 Penalty: 2786.288574
	Iteration 1F: 3 clusters Score -659574.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -659772.437500 Penalty: 2786.288574
	Iteration 2F: 3 clusters Score -659772.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -659934.687500 Penalty: 2786.288574
	Iteration 3F: 3 clusters Score -659934.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -660088.062500 Penalty: 2786.288574
	Iteration 4Q: 3 clusters Score -660088.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -660216.625000 Penalty: 2786.288574
	Iteration 5Q: 3 clusters Score -660216.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -660363.937500 Penalty: 2786.288574
	Iteration 6Q: 3 clusters Score -660363.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -660529.437500 Penalty: 2786.288574
	Iteration 7Q: 3 clusters Score -660529.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -660686.187500 Penalty: 2786.288574
	Iteration 8Q: 3 clusters Score -660686.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -660849.125000 Penalty: 2786.288574
	Iteration 9Q: 3 clusters Score -660849.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -661016.875000 Penalty: 2786.288574
	Iteration 10Q: 3 clusters Score -661016.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -661158.062500 Penalty: 2786.288574
	Iteration 11Q: 3 clusters Score -661158.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -661234.000000 Penalty: 2786.288574
	Iteration 12Q: 3 clusters Score -661234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -661278.437500 Penalty: 2786.288574
	Iteration 13Q: 3 clusters Score -661278.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -661318.750000 Penalty: 2786.288574
	Iteration 14Q: 3 clusters Score -661318.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -661349.562500 Penalty: 2786.288574
	Iteration 15Q: 3 clusters Score -661349.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -661375.062500 Penalty: 2786.288574
	Iteration 16Q: 3 clusters Score -661375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -661392.687500 Penalty: 2786.288574
	Iteration 17Q: 3 clusters Score -661392.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -661411.250000 Penalty: 2786.288574
	Iteration 18Q: 3 clusters Score -661411.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -661425.312500 Penalty: 2786.288574
	Iteration 19Q: 3 clusters Score -661425.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -661434.625000 Penalty: 2786.288574
	Iteration 20F: 3 clusters Score -661434.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -661447.562500 Penalty: 2786.288574
	Iteration 21Q: 3 clusters Score -661447.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -661459.000000 Penalty: 2786.288574
	Iteration 22Q: 3 clusters Score -661459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -661465.500000 Penalty: 2786.288574
	Iteration 23Q: 3 clusters Score -661465.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -661470.812500 Penalty: 2786.288574
	Iteration 24Q: 3 clusters Score -661470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -661473.625000 Penalty: 2786.288574
	Iteration 25Q: 3 clusters Score -661473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -661473.250000 Penalty: 2786.288574
	Iteration 26Q: 3 clusters Score -661473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -661473.187500 Penalty: 2786.288574
	Iteration 27Q: 3 clusters Score -661473.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -661473.187500 Penalty: 2786.288574
	Iteration 28F: 3 clusters Score -661473.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -28161.210938 Penalty: 916.232666
	Iteration 0F: 2 clusters Score -28161.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27382.779297 Penalty: 1832.465332
	Iteration 0F: 3 clusters Score -27382.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27517.833984 Penalty: 1832.465332
	Iteration 1F: 3 clusters Score -27517.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27604.876953 Penalty: 1832.465332
	Iteration 2F: 3 clusters Score -27604.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27672.875000 Penalty: 1832.465332
	Iteration 3F: 3 clusters Score -27672.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27696.248047 Penalty: 1832.465332
	Iteration 4Q: 3 clusters Score -27696.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27723.138672 Penalty: 1832.465332
	Iteration 5Q: 3 clusters Score -27723.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -27740.986328 Penalty: 1832.465332
	Iteration 6Q: 3 clusters Score -27740.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -27747.869141 Penalty: 1832.465332
	Iteration 7Q: 3 clusters Score -27747.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27750.902344 Penalty: 1832.465332
	Iteration 8Q: 3 clusters Score -27750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -27752.917969 Penalty: 1832.465332
	Iteration 9Q: 3 clusters Score -27752.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -27757.859375 Penalty: 1832.465332
	Iteration 10Q: 3 clusters Score -27757.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27762.402344 Penalty: 1832.465332
	Iteration 11Q: 3 clusters Score -27762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -27762.402344 Penalty: 1832.465332
	Iteration 12F: 3 clusters Score -27762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Entering Unmasked Estep 
Score: -2636780.250000 Penalty: 1619.992065
	Iteration 0F: 2 clusters Score -2636780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2622185.500000 Penalty: 3239.984131
	Iteration 0F: 3 clusters Score -2622186 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2627393.750000 Penalty: 3239.984131
	Iteration 1F: 3 clusters Score -2627394 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2627650.250000 Penalty: 3239.984131
	Iteration 2Q: 3 clusters Score -2627650 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2627903.750000 Penalty: 3239.984131
	Iteration 3Q: 3 clusters Score -2627904 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2628134.750000 Penalty: 3239.984131
	Iteration 4Q: 3 clusters Score -2628135 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2628377.000000 Penalty: 3239.984131
	Iteration 5Q: 3 clusters Score -2628377 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2628731.250000 Penalty: 3239.984131
	Iteration 6Q: 3 clusters Score -2628731 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2629277.750000 Penalty: 3239.984131
	Iteration 7Q: 3 clusters Score -2629278 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2630005.500000 Penalty: 3239.984131
	Iteration 8F: 3 clusters Score -2630006 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2631032.000000 Penalty: 3239.984131
	Iteration 9F: 3 clusters Score -2631032 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2632226.500000 Penalty: 3239.984131
	Iteration 10F: 3 clusters Score -2632226 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2633413.000000 Penalty: 3239.984131
	Iteration 11F: 3 clusters Score -2633413 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2634291.750000 Penalty: 3239.984131
	Iteration 12Q: 3 clusters Score -2634292 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2634816.000000 Penalty: 3239.984131
	Iteration 13Q: 3 clusters Score -2634816 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2635090.750000 Penalty: 3239.984131
	Iteration 14Q: 3 clusters Score -2635091 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2635216.250000 Penalty: 3239.984131
	Iteration 15Q: 3 clusters Score -2635216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2635266.750000 Penalty: 3239.984131
	Iteration 16Q: 3 clusters Score -2635267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2635304.000000 Penalty: 3239.984131
	Iteration 17Q: 3 clusters Score -2635304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2635323.750000 Penalty: 3239.984131
	Iteration 18Q: 3 clusters Score -2635324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2635333.000000 Penalty: 3239.984131
	Iteration 19Q: 3 clusters Score -2635333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2635342.250000 Penalty: 3239.984131
	Iteration 20F: 3 clusters Score -2635342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2635347.250000 Penalty: 3239.984131
	Iteration 21Q: 3 clusters Score -2635347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2635354.750000 Penalty: 3239.984131
	Iteration 22Q: 3 clusters Score -2635355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2635356.500000 Penalty: 3239.984131
	Iteration 23Q: 3 clusters Score -2635356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2635357.000000 Penalty: 3239.984131
	Iteration 24Q: 3 clusters Score -2635357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2635359.500000 Penalty: 3239.984131
	Iteration 25Q: 3 clusters Score -2635360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2635363.250000 Penalty: 3239.984131
	Iteration 26Q: 3 clusters Score -2635363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2635364.250000 Penalty: 3239.984131
	Iteration 27Q: 3 clusters Score -2635364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2635368.250000 Penalty: 3239.984131
	Iteration 28Q: 3 clusters Score -2635368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2635367.250000 Penalty: 3239.984131
	Iteration 29Q: 3 clusters Score -2635367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2635367.250000 Penalty: 3239.984131
	Iteration 30F: 3 clusters Score -2635367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Entering Unmasked Estep 
Score: -6548585.000000 Penalty: 1760.405884
	Iteration 0F: 2 clusters Score -6548585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -6514697.000000 Penalty: 3520.811768
	Iteration 0F: 3 clusters Score -6514697 nChanged 23688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -6527980.000000 Penalty: 3520.811768
	Iteration 1F: 3 clusters Score -6527980 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -6528406.500000 Penalty: 3520.811768
	Iteration 2Q: 3 clusters Score -6528406 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -6528856.000000 Penalty: 3520.811768
	Iteration 3Q: 3 clusters Score -6528856 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -6529485.500000 Penalty: 3520.811768
	Iteration 4Q: 3 clusters Score -6529486 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -6530196.000000 Penalty: 3520.811768
	Iteration 5Q: 3 clusters Score -6530196 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -6531172.500000 Penalty: 3520.811768
	Iteration 6Q: 3 clusters Score -6531172 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -6532557.000000 Penalty: 3520.811768
	Iteration 7Q: 3 clusters Score -6532557 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -6534424.500000 Penalty: 3520.811768
	Iteration 8F: 3 clusters Score -6534424 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -6536683.500000 Penalty: 3520.811768
	Iteration 9F: 3 clusters Score -6536684 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -6538930.500000 Penalty: 3520.811768
	Iteration 10F: 3 clusters Score -6538930 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -6540970.000000 Penalty: 3520.811768
	Iteration 11F: 3 clusters Score -6540970 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -6542661.500000 Penalty: 3520.811768
	Iteration 12Q: 3 clusters Score -6542662 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -6544023.000000 Penalty: 3520.811768
	Iteration 13Q: 3 clusters Score -6544023 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6545049.000000 Penalty: 3520.811768
	Iteration 14Q: 3 clusters Score -6545049 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -6545770.000000 Penalty: 3520.811768
	Iteration 15Q: 3 clusters Score -6545770 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6546279.000000 Penalty: 3520.811768
	Iteration 16Q: 3 clusters Score -6546279 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6546547.500000 Penalty: 3520.811768
	Iteration 17Q: 3 clusters Score -6546548 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6546739.000000 Penalty: 3520.811768
	Iteration 18Q: 3 clusters Score -6546739 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6546824.500000 Penalty: 3520.811768
	Iteration 19Q: 3 clusters Score -6546824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6546890.000000 Penalty: 3520.811768
	Iteration 20F: 3 clusters Score -6546890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6546943.000000 Penalty: 3520.811768
	Iteration 21Q: 3 clusters Score -6546943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6546972.500000 Penalty: 3520.811768
	Iteration 22Q: 3 clusters Score -6546972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6547001.500000 Penalty: 3520.811768
	Iteration 23Q: 3 clusters Score -6547002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6547035.500000 Penalty: 3520.811768
	Iteration 24Q: 3 clusters Score -6547036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6547064.500000 Penalty: 3520.811768
	Iteration 25Q: 3 clusters Score -6547064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6547077.500000 Penalty: 3520.811768
	Iteration 26Q: 3 clusters Score -6547078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6547091.000000 Penalty: 3520.811768
	Iteration 27Q: 3 clusters Score -6547091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6547109.500000 Penalty: 3520.811768
	Iteration 28Q: 3 clusters Score -6547110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6547126.500000 Penalty: 3520.811768
	Iteration 29Q: 3 clusters Score -6547126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6547146.500000 Penalty: 3520.811768
	Iteration 30Q: 3 clusters Score -6547146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6547163.500000 Penalty: 3520.811768
	Iteration 31Q: 3 clusters Score -6547164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6547171.500000 Penalty: 3520.811768
	Iteration 32Q: 3 clusters Score -6547172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6547172.500000 Penalty: 3520.811768
	Iteration 33Q: 3 clusters Score -6547172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6547191.000000 Penalty: 3520.811768
	Iteration 34Q: 3 clusters Score -6547191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6547202.000000 Penalty: 3520.811768
	Iteration 35Q: 3 clusters Score -6547202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6547210.000000 Penalty: 3520.811768
	Iteration 36Q: 3 clusters Score -6547210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6547214.500000 Penalty: 3520.811768
	Iteration 37Q: 3 clusters Score -6547214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6547213.500000 Penalty: 3520.811768
	Iteration 38Q: 3 clusters Score -6547214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6547216.500000 Penalty: 3520.811768
	Iteration 39Q: 3 clusters Score -6547216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6547220.000000 Penalty: 3520.811768
	Iteration 40F: 3 clusters Score -6547220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6547232.000000 Penalty: 3520.811768
	Iteration 41Q: 3 clusters Score -6547232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6547233.000000 Penalty: 3520.811768
	Iteration 42Q: 3 clusters Score -6547233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6547236.000000 Penalty: 3520.811768
	Iteration 43Q: 3 clusters Score -6547236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6547236.000000 Penalty: 3520.811768
	Iteration 44F: 3 clusters Score -6547236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (27115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Entering Unmasked Estep 
Score: -3430092.000000 Penalty: 1658.774414
	Iteration 0F: 2 clusters Score -3430092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3411873.000000 Penalty: 3317.548828
	Iteration 0F: 3 clusters Score -3411873 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3418601.000000 Penalty: 3317.548828
	Iteration 1F: 3 clusters Score -3418601 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3418980.750000 Penalty: 3317.548828
	Iteration 2Q: 3 clusters Score -3418981 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3419429.000000 Penalty: 3317.548828
	Iteration 3Q: 3 clusters Score -3419429 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3420084.000000 Penalty: 3317.548828
	Iteration 4Q: 3 clusters Score -3420084 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3420928.750000 Penalty: 3317.548828
	Iteration 5F: 3 clusters Score -3420929 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3422095.750000 Penalty: 3317.548828
	Iteration 6F: 3 clusters Score -3422096 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3423566.500000 Penalty: 3317.548828
	Iteration 7F: 3 clusters Score -3423566 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3425038.000000 Penalty: 3317.548828
	Iteration 8F: 3 clusters Score -3425038 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3426316.500000 Penalty: 3317.548828
	Iteration 9F: 3 clusters Score -3426316 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3427238.750000 Penalty: 3317.548828
	Iteration 10Q: 3 clusters Score -3427239 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3427876.000000 Penalty: 3317.548828
	Iteration 11Q: 3 clusters Score -3427876 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3428222.750000 Penalty: 3317.548828
	Iteration 12Q: 3 clusters Score -3428223 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3428418.500000 Penalty: 3317.548828
	Iteration 13Q: 3 clusters Score -3428418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3428542.500000 Penalty: 3317.548828
	Iteration 14Q: 3 clusters Score -3428542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3428611.500000 Penalty: 3317.548828
	Iteration 15Q: 3 clusters Score -3428612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3428648.500000 Penalty: 3317.548828
	Iteration 16Q: 3 clusters Score -3428648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3428668.000000 Penalty: 3317.548828
	Iteration 17Q: 3 clusters Score -3428668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3428692.750000 Penalty: 3317.548828
	Iteration 18Q: 3 clusters Score -3428693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3428714.750000 Penalty: 3317.548828
	Iteration 19Q: 3 clusters Score -3428715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3428721.000000 Penalty: 3317.548828
	Iteration 20F: 3 clusters Score -3428721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3428728.000000 Penalty: 3317.548828
	Iteration 21Q: 3 clusters Score -3428728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3428731.750000 Penalty: 3317.548828
	Iteration 22Q: 3 clusters Score -3428732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3428734.000000 Penalty: 3317.548828
	Iteration 23Q: 3 clusters Score -3428734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3428732.750000 Penalty: 3317.548828
	Iteration 24Q: 3 clusters Score -3428733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3428739.000000 Penalty: 3317.548828
	Iteration 25Q: 3 clusters Score -3428739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3428740.250000 Penalty: 3317.548828
	Iteration 26Q: 3 clusters Score -3428740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3428743.500000 Penalty: 3317.548828
	Iteration 27Q: 3 clusters Score -3428744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3428743.000000 Penalty: 3317.548828
	Iteration 28Q: 3 clusters Score -3428743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3428744.000000 Penalty: 3317.548828
	Iteration 29Q: 3 clusters Score -3428744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3428744.000000 Penalty: 3317.548828
	Iteration 30F: 3 clusters Score -3428744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -48545.652344 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -48545.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47573.269531 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -47573.27 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47768.191406 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -47768.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47820.886719 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -47820.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47841.031250 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -47841.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47858.242188 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -47858.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47890.457031 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -47890.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47917.402344 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -47917.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47946.855469 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -47946.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47969.242188 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -47969.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47982.332031 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -47982.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48009.441406 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -48009.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48063.621094 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -48063.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48104.644531 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -48104.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48131.605469 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -48131.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48207.023438 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -48207.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -48267.847656 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -48267.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48325.832031 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -48325.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48348.031250 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -48348.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48360.656250 Penalty: 1991.941284
	Iteration 18Q: 3 clusters Score -48360.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48371.929688 Penalty: 1991.941284
	Iteration 19Q: 3 clusters Score -48371.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48378.925781 Penalty: 1991.941284
	Iteration 20F: 3 clusters Score -48378.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48383.175781 Penalty: 1991.941284
	Iteration 21Q: 3 clusters Score -48383.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48385.824219 Penalty: 1991.941284
	Iteration 22Q: 3 clusters Score -48385.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48387.082031 Penalty: 1991.941284
	Iteration 23Q: 3 clusters Score -48387.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48388.273438 Penalty: 1991.941284
	Iteration 24Q: 3 clusters Score -48388.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48388.273438 Penalty: 1991.941284
	Iteration 25F: 3 clusters Score -48388.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109869 members 
Mstep: Class 4 contains 9121 members 
Mstep: Class 5 contains 8143 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 53689 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85401 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 18297 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21358 members 
Mstep: Class 27 contains 50679 members 
Mstep: Class 28 contains 27115 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791832.000000 Penalty: 59499.636719
Iteration 159Q: 29 clusters Score -5.979183e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 109868 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 53717 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12910 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85389 members 
Mstep: Class 18 contains 1228 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 18212 members 
Mstep: Class 24 contains 5290 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21358 members 
Mstep: Class 27 contains 50642 members 
Mstep: Class 28 contains 27158 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791844.000000 Penalty: 59499.636719
Iteration 160F: 29 clusters Score -5.979184e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109853 members 
Mstep: Class 4 contains 9243 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 53735 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85381 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 18129 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21362 members 
Mstep: Class 27 contains 50624 members 
Mstep: Class 28 contains 27208 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791864.000000 Penalty: 59499.636719
Iteration 161Q: 29 clusters Score -5.979186e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109847 members 
Mstep: Class 4 contains 9295 members 
Mstep: Class 5 contains 8160 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 53760 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12911 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85373 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 9716 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 18052 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21362 members 
Mstep: Class 27 contains 50594 members 
Mstep: Class 28 contains 27270 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791884.000000 Penalty: 59499.636719
Iteration 162Q: 29 clusters Score -5.979188e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109839 members 
Mstep: Class 4 contains 9345 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 53786 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12910 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85368 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 9712 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2319 members 
Mstep: Class 22 contains 17980 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21356 members 
Mstep: Class 27 contains 50567 members 
Mstep: Class 28 contains 27316 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791964.000000 Penalty: 59499.636719
Iteration 163Q: 29 clusters Score -5.979196e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109838 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 53800 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3382 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12907 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6393 members 
Mstep: Class 17 contains 85367 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 9703 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 17904 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21361 members 
Mstep: Class 27 contains 50536 members 
Mstep: Class 28 contains 27371 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59791916.000000 Penalty: 59499.636719
Iteration 164Q: 29 clusters Score -5.979192e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 109834 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 8174 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6625 members 
Mstep: Class 9 contains 53808 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12902 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85364 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 9696 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 17824 members 
Mstep: Class 24 contains 5281 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21360 members 
Mstep: Class 27 contains 50506 members 
Mstep: Class 28 contains 27423 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792104.000000 Penalty: 59499.636719
Iteration 165Q: 29 clusters Score -5.97921e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 109830 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 5 contains 8174 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 53821 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 16666 members 
Mstep: Class 14 contains 12898 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85358 members 
Mstep: Class 18 contains 1167 members 
Mstep: Class 19 contains 9695 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2322 members 
Mstep: Class 22 contains 17753 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21360 members 
Mstep: Class 27 contains 50485 members 
Mstep: Class 28 contains 27455 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792156.000000 Penalty: 59499.636719
Iteration 166Q: 29 clusters Score -5.979216e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109830 members 
Mstep: Class 4 contains 9612 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 53822 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 16667 members 
Mstep: Class 14 contains 12894 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85346 members 
Mstep: Class 18 contains 1157 members 
Mstep: Class 19 contains 9700 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17666 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21363 members 
Mstep: Class 27 contains 50469 members 
Mstep: Class 28 contains 27489 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792168.000000 Penalty: 59499.636719
Iteration 167Q: 29 clusters Score -5.979217e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 109827 members 
Mstep: Class 4 contains 9692 members 
Mstep: Class 5 contains 8174 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 53832 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 12889 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85346 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 17557 members 
Mstep: Class 24 contains 5274 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21358 members 
Mstep: Class 27 contains 50462 members 
Mstep: Class 28 contains 27538 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792224.000000 Penalty: 59499.636719
Iteration 168Q: 29 clusters Score -5.979222e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109832 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 53846 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3386 members 
Mstep: Class 12 contains 16757 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 12884 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6394 members 
Mstep: Class 17 contains 85348 members 
Mstep: Class 18 contains 1140 members 
Mstep: Class 19 contains 9695 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17466 members 
Mstep: Class 24 contains 5269 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21350 members 
Mstep: Class 27 contains 50439 members 
Mstep: Class 28 contains 27597 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792284.000000 Penalty: 59499.636719
Iteration 169Q: 29 clusters Score -5.979228e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6843 members 
Mstep: Class 3 contains 109833 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 8176 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 53856 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3384 members 
Mstep: Class 12 contains 16754 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 12881 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85349 members 
Mstep: Class 18 contains 1143 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2323 members 
Mstep: Class 22 contains 17360 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21348 members 
Mstep: Class 27 contains 50422 members 
Mstep: Class 28 contains 27646 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792264.000000 Penalty: 59499.636719
Iteration 170Q: 29 clusters Score -5.979226e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6841 members 
Mstep: Class 3 contains 109842 members 
Mstep: Class 4 contains 9929 members 
Mstep: Class 5 contains 8170 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 53873 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3381 members 
Mstep: Class 12 contains 16751 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 12878 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85336 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 9662 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2324 members 
Mstep: Class 22 contains 17259 members 
Mstep: Class 24 contains 5256 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21345 members 
Mstep: Class 27 contains 50410 members 
Mstep: Class 28 contains 27701 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792292.000000 Penalty: 59499.636719
Iteration 171Q: 29 clusters Score -5.979229e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6843 members 
Mstep: Class 3 contains 109845 members 
Mstep: Class 4 contains 10010 members 
Mstep: Class 5 contains 8164 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 53881 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3375 members 
Mstep: Class 12 contains 16749 members 
Mstep: Class 13 contains 16671 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85324 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 9628 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 17163 members 
Mstep: Class 24 contains 5256 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21344 members 
Mstep: Class 27 contains 50407 members 
Mstep: Class 28 contains 27764 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792316.000000 Penalty: 59499.636719
Iteration 172Q: 29 clusters Score -5.979232e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 109853 members 
Mstep: Class 4 contains 10097 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 53889 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3370 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 16672 members 
Mstep: Class 14 contains 12869 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85307 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 9595 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2325 members 
Mstep: Class 22 contains 17083 members 
Mstep: Class 24 contains 5251 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21344 members 
Mstep: Class 27 contains 50388 members 
Mstep: Class 28 contains 27824 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792304.000000 Penalty: 59499.636719
Iteration 173Q: 29 clusters Score -5.97923e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 109855 members 
Mstep: Class 4 contains 10154 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6636 members 
Mstep: Class 9 contains 53897 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12866 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85296 members 
Mstep: Class 18 contains 1150 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 17016 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21344 members 
Mstep: Class 27 contains 50374 members 
Mstep: Class 28 contains 27882 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792300.000000 Penalty: 59499.636719
Iteration 174Q: 29 clusters Score -5.97923e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109845 members 
Mstep: Class 4 contains 10204 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 53914 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 16747 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 12864 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85290 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 9532 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 16965 members 
Mstep: Class 24 contains 5247 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21344 members 
Mstep: Class 27 contains 50362 members 
Mstep: Class 28 contains 27936 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792376.000000 Penalty: 59499.636719
Iteration 175Q: 29 clusters Score -5.979238e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109841 members 
Mstep: Class 4 contains 10255 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 53929 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3371 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 13 contains 16668 members 
Mstep: Class 14 contains 12861 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6395 members 
Mstep: Class 17 contains 85279 members 
Mstep: Class 18 contains 1130 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 16910 members 
Mstep: Class 24 contains 5243 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21341 members 
Mstep: Class 27 contains 50346 members 
Mstep: Class 28 contains 27993 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792396.000000 Penalty: 59499.636719
Iteration 176Q: 29 clusters Score -5.97924e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109834 members 
Mstep: Class 4 contains 10306 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6638 members 
Mstep: Class 9 contains 53945 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 16749 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12859 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 85271 members 
Mstep: Class 18 contains 1128 members 
Mstep: Class 19 contains 9483 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 16857 members 
Mstep: Class 24 contains 5245 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21334 members 
Mstep: Class 27 contains 50328 members 
Mstep: Class 28 contains 28047 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792424.000000 Penalty: 59499.636719
Iteration 177Q: 29 clusters Score -5.979242e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109827 members 
Mstep: Class 4 contains 10352 members 
Mstep: Class 5 contains 8158 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 53953 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 16745 members 
Mstep: Class 13 contains 16671 members 
Mstep: Class 14 contains 12859 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 85263 members 
Mstep: Class 18 contains 1131 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 16792 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21333 members 
Mstep: Class 27 contains 50307 members 
Mstep: Class 28 contains 28104 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792428.000000 Penalty: 59499.636719
Iteration 178Q: 29 clusters Score -5.979243e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109819 members 
Mstep: Class 4 contains 10391 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 53968 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 16743 members 
Mstep: Class 13 contains 16674 members 
Mstep: Class 14 contains 12857 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 85262 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 16723 members 
Mstep: Class 24 contains 5253 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21333 members 
Mstep: Class 27 contains 50288 members 
Mstep: Class 28 contains 28161 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792460.000000 Penalty: 59499.636719
Iteration 179Q: 29 clusters Score -5.979246e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 109812 members 
Mstep: Class 4 contains 10427 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 53978 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 16736 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 12856 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 85258 members 
Mstep: Class 18 contains 1141 members 
Mstep: Class 19 contains 9435 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2326 members 
Mstep: Class 22 contains 16662 members 
Mstep: Class 24 contains 5256 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21330 members 
Mstep: Class 27 contains 50272 members 
Mstep: Class 28 contains 28213 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792356.000000 Penalty: 59499.636719
Iteration 180F: 29 clusters Score -5.979236e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 109813 members 
Mstep: Class 4 contains 10462 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 53991 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 16728 members 
Mstep: Class 13 contains 16678 members 
Mstep: Class 14 contains 12854 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6399 members 
Mstep: Class 17 contains 85254 members 
Mstep: Class 18 contains 1148 members 
Mstep: Class 19 contains 9424 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2327 members 
Mstep: Class 22 contains 16600 members 
Mstep: Class 24 contains 5258 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21331 members 
Mstep: Class 27 contains 50249 members 
Mstep: Class 28 contains 28268 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792444.000000 Penalty: 59499.636719
Iteration 181Q: 29 clusters Score -5.979244e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6851 members 
Mstep: Class 3 contains 109814 members 
Mstep: Class 4 contains 10507 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6665 members 
Mstep: Class 9 contains 54001 members 
Mstep: Class 10 contains 755 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 12850 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 6402 members 
Mstep: Class 17 contains 85251 members 
Mstep: Class 18 contains 1144 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2328 members 
Mstep: Class 22 contains 16538 members 
Mstep: Class 24 contains 5258 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21323 members 
Mstep: Class 27 contains 50226 members 
Mstep: Class 28 contains 28321 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792532.000000 Penalty: 59499.636719
Iteration 182Q: 29 clusters Score -5.979253e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109809 members 
Mstep: Class 4 contains 10557 members 
Mstep: Class 5 contains 8130 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 54013 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 16716 members 
Mstep: Class 13 contains 16680 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 85246 members 
Mstep: Class 18 contains 1146 members 
Mstep: Class 19 contains 9396 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 16470 members 
Mstep: Class 24 contains 5257 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21318 members 
Mstep: Class 27 contains 50208 members 
Mstep: Class 28 contains 28395 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792540.000000 Penalty: 59499.636719
Iteration 183Q: 29 clusters Score -5.979254e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109796 members 
Mstep: Class 4 contains 10604 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 54027 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3365 members 
Mstep: Class 12 contains 16715 members 
Mstep: Class 13 contains 16681 members 
Mstep: Class 14 contains 12848 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 6404 members 
Mstep: Class 17 contains 85262 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 9379 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 16404 members 
Mstep: Class 24 contains 5253 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21325 members 
Mstep: Class 27 contains 50189 members 
Mstep: Class 28 contains 28440 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792524.000000 Penalty: 59499.636719
Iteration 184Q: 29 clusters Score -5.979252e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109780 members 
Mstep: Class 4 contains 10662 members 
Mstep: Class 5 contains 8093 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6678 members 
Mstep: Class 9 contains 54044 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3361 members 
Mstep: Class 12 contains 16709 members 
Mstep: Class 13 contains 16684 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6405 members 
Mstep: Class 17 contains 85272 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 9361 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 16327 members 
Mstep: Class 24 contains 5251 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21329 members 
Mstep: Class 27 contains 50175 members 
Mstep: Class 28 contains 28494 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792596.000000 Penalty: 59499.636719
Iteration 185Q: 29 clusters Score -5.97926e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109769 members 
Mstep: Class 4 contains 10736 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 54062 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 16709 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 12844 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 85275 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 9341 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 16230 members 
Mstep: Class 24 contains 5255 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21319 members 
Mstep: Class 27 contains 50157 members 
Mstep: Class 28 contains 28550 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792640.000000 Penalty: 59499.636719
Iteration 186Q: 29 clusters Score -5.979264e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109766 members 
Mstep: Class 4 contains 10796 members 
Mstep: Class 5 contains 8055 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 54070 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3355 members 
Mstep: Class 12 contains 16704 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 12845 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 85291 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 16149 members 
Mstep: Class 24 contains 5260 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21314 members 
Mstep: Class 27 contains 50137 members 
Mstep: Class 28 contains 28601 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792632.000000 Penalty: 59499.636719
Iteration 187Q: 29 clusters Score -5.979263e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109750 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6692 members 
Mstep: Class 9 contains 54078 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3353 members 
Mstep: Class 12 contains 16700 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 12844 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 85311 members 
Mstep: Class 18 contains 1175 members 
Mstep: Class 19 contains 9307 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 16067 members 
Mstep: Class 24 contains 5266 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21313 members 
Mstep: Class 27 contains 50120 members 
Mstep: Class 28 contains 28646 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792596.000000 Penalty: 59499.636719
Iteration 188Q: 29 clusters Score -5.97926e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109742 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 54090 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3350 members 
Mstep: Class 12 contains 16696 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 12843 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6411 members 
Mstep: Class 17 contains 85321 members 
Mstep: Class 18 contains 1185 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 24 contains 5270 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21310 members 
Mstep: Class 27 contains 50106 members 
Mstep: Class 28 contains 28686 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792748.000000 Penalty: 59499.636719
Iteration 189Q: 29 clusters Score -5.979275e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 109733 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 54094 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3344 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 12842 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 85335 members 
Mstep: Class 18 contains 1196 members 
Mstep: Class 19 contains 9277 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 15903 members 
Mstep: Class 24 contains 5273 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21307 members 
Mstep: Class 27 contains 50096 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792644.000000 Penalty: 59499.636719
Iteration 190Q: 29 clusters Score -5.979264e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6843 members 
Mstep: Class 3 contains 109724 members 
Mstep: Class 4 contains 11026 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 54102 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3341 members 
Mstep: Class 12 contains 16692 members 
Mstep: Class 13 contains 16688 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6413 members 
Mstep: Class 17 contains 85336 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 9259 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 15815 members 
Mstep: Class 24 contains 5276 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21300 members 
Mstep: Class 27 contains 50082 members 
Mstep: Class 28 contains 28813 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792736.000000 Penalty: 59499.636719
Iteration 191Q: 29 clusters Score -5.979274e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6844 members 
Mstep: Class 3 contains 109720 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 54109 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 16690 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 85331 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 9240 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2334 members 
Mstep: Class 22 contains 15723 members 
Mstep: Class 24 contains 5278 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21296 members 
Mstep: Class 27 contains 50069 members 
Mstep: Class 28 contains 28888 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792872.000000 Penalty: 59499.636719
Iteration 192Q: 29 clusters Score -5.979287e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109725 members 
Mstep: Class 4 contains 11133 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 54118 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 16684 members 
Mstep: Class 13 contains 16689 members 
Mstep: Class 14 contains 12832 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 85322 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 9221 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2335 members 
Mstep: Class 22 contains 15621 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21283 members 
Mstep: Class 27 contains 50050 members 
Mstep: Class 28 contains 28970 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792888.000000 Penalty: 59499.636719
Iteration 193Q: 29 clusters Score -5.979289e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 109727 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 54129 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3327 members 
Mstep: Class 12 contains 16684 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 85310 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 9196 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 15533 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21282 members 
Mstep: Class 27 contains 50039 members 
Mstep: Class 28 contains 29035 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792932.000000 Penalty: 59499.636719
Iteration 194Q: 29 clusters Score -5.979293e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109726 members 
Mstep: Class 4 contains 11261 members 
Mstep: Class 5 contains 7993 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6706 members 
Mstep: Class 9 contains 54138 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3319 members 
Mstep: Class 12 contains 16680 members 
Mstep: Class 13 contains 16690 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 85300 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 15446 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21282 members 
Mstep: Class 27 contains 50027 members 
Mstep: Class 28 contains 29089 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792920.000000 Penalty: 59499.636719
Iteration 195Q: 29 clusters Score -5.979292e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109722 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6705 members 
Mstep: Class 9 contains 54144 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3313 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 16688 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 85304 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 15374 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 281 members 
Mstep: Class 26 contains 21285 members 
Mstep: Class 27 contains 50017 members 
Mstep: Class 28 contains 29139 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793060.000000 Penalty: 59499.636719
Iteration 196Q: 29 clusters Score -5.979306e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109715 members 
Mstep: Class 4 contains 11374 members 
Mstep: Class 5 contains 7979 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 54151 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3314 members 
Mstep: Class 12 contains 16679 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 12815 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 85295 members 
Mstep: Class 18 contains 1277 members 
Mstep: Class 19 contains 9140 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 15315 members 
Mstep: Class 24 contains 5287 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21286 members 
Mstep: Class 27 contains 50005 members 
Mstep: Class 28 contains 29174 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59792972.000000 Penalty: 59499.636719
Iteration 197Q: 29 clusters Score -5.979297e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109703 members 
Mstep: Class 4 contains 11415 members 
Mstep: Class 5 contains 7973 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 9 contains 54165 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3312 members 
Mstep: Class 12 contains 16680 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 12813 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 85290 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21286 members 
Mstep: Class 27 contains 49997 members 
Mstep: Class 28 contains 29207 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793040.000000 Penalty: 59499.636719
Iteration 198Q: 29 clusters Score -5.979304e+07 nChanged 181
Entering ConstructFrom: 
Score: -59793040.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -304757.937500 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -304757.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -302333.062500 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -302333.1 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303131.500000 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -303131.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -303367.437500 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -303367.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -303526.500000 Penalty: 2552.169189
	Iteration 3F: 3 clusters Score -303526.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -303613.687500 Penalty: 2552.169189
	Iteration 4Q: 3 clusters Score -303613.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -303664.500000 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -303664.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -303711.781250 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -303711.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -303742.656250 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -303742.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -303764.468750 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -303764.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -303784.468750 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -303784.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -303799.000000 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -303799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -303809.812500 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -303809.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -303819.406250 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -303819.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -303829.812500 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -303829.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -303838.906250 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -303838.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -303850.312500 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -303850.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -303860.562500 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -303860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -303866.593750 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -303866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -303872.906250 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -303872.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -303876.812500 Penalty: 2552.169189
	Iteration 19Q: 3 clusters Score -303876.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -303881.593750 Penalty: 2552.169189
	Iteration 20F: 3 clusters Score -303881.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -303884.843750 Penalty: 2552.169189
	Iteration 21Q: 3 clusters Score -303884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303890.031250 Penalty: 2552.169189
	Iteration 22Q: 3 clusters Score -303890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -303894.062500 Penalty: 2552.169189
	Iteration 23Q: 3 clusters Score -303894.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -303898.875000 Penalty: 2552.169189
	Iteration 24Q: 3 clusters Score -303898.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -303905.000000 Penalty: 2552.169189
	Iteration 25Q: 3 clusters Score -303905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -303910.093750 Penalty: 2552.169189
	Iteration 26Q: 3 clusters Score -303910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -303913.468750 Penalty: 2552.169189
	Iteration 27Q: 3 clusters Score -303913.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -303915.625000 Penalty: 2552.169189
	Iteration 28Q: 3 clusters Score -303915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -303917.468750 Penalty: 2552.169189
	Iteration 29Q: 3 clusters Score -303917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -303918.968750 Penalty: 2552.169189
	Iteration 30Q: 3 clusters Score -303919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303919.125000 Penalty: 2552.169189
	Iteration 31Q: 3 clusters Score -303919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -303920.781250 Penalty: 2552.169189
	Iteration 32Q: 3 clusters Score -303920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -303922.718750 Penalty: 2552.169189
	Iteration 33Q: 3 clusters Score -303922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -303923.156250 Penalty: 2552.169189
	Iteration 34Q: 3 clusters Score -303923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -303923.156250 Penalty: 2552.169189
	Iteration 35F: 3 clusters Score -303923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Entering Unmasked Estep 
Score: -848113.687500 Penalty: 1435.082031
	Iteration 0F: 2 clusters Score -848113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -843056.187500 Penalty: 2870.164062
	Iteration 0F: 3 clusters Score -843056.2 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -844564.500000 Penalty: 2870.164062
	Iteration 1F: 3 clusters Score -844564.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -844787.250000 Penalty: 2870.164062
	Iteration 2F: 3 clusters Score -844787.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -844918.250000 Penalty: 2870.164062
	Iteration 3Q: 3 clusters Score -844918.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -845007.125000 Penalty: 2870.164062
	Iteration 4Q: 3 clusters Score -845007.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -845073.625000 Penalty: 2870.164062
	Iteration 5Q: 3 clusters Score -845073.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -845128.500000 Penalty: 2870.164062
	Iteration 6Q: 3 clusters Score -845128.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -845187.500000 Penalty: 2870.164062
	Iteration 7Q: 3 clusters Score -845187.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -845241.187500 Penalty: 2870.164062
	Iteration 8Q: 3 clusters Score -845241.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -845301.500000 Penalty: 2870.164062
	Iteration 9Q: 3 clusters Score -845301.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -845372.000000 Penalty: 2870.164062
	Iteration 10Q: 3 clusters Score -845372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -845447.750000 Penalty: 2870.164062
	Iteration 11Q: 3 clusters Score -845447.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -845534.187500 Penalty: 2870.164062
	Iteration 12Q: 3 clusters Score -845534.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -845634.500000 Penalty: 2870.164062
	Iteration 13Q: 3 clusters Score -845634.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -845759.875000 Penalty: 2870.164062
	Iteration 14Q: 3 clusters Score -845759.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -845939.375000 Penalty: 2870.164062
	Iteration 15Q: 3 clusters Score -845939.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -846143.187500 Penalty: 2870.164062
	Iteration 16Q: 3 clusters Score -846143.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -846361.562500 Penalty: 2870.164062
	Iteration 17Q: 3 clusters Score -846361.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -846567.437500 Penalty: 2870.164062
	Iteration 18Q: 3 clusters Score -846567.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -846701.687500 Penalty: 2870.164062
	Iteration 19Q: 3 clusters Score -846701.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -846794.875000 Penalty: 2870.164062
	Iteration 20F: 3 clusters Score -846794.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -846860.125000 Penalty: 2870.164062
	Iteration 21Q: 3 clusters Score -846860.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -846903.750000 Penalty: 2870.164062
	Iteration 22Q: 3 clusters Score -846903.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -846933.937500 Penalty: 2870.164062
	Iteration 23Q: 3 clusters Score -846933.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -846957.875000 Penalty: 2870.164062
	Iteration 24Q: 3 clusters Score -846957.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -846981.312500 Penalty: 2870.164062
	Iteration 25Q: 3 clusters Score -846981.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -846999.375000 Penalty: 2870.164062
	Iteration 26Q: 3 clusters Score -846999.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -847015.312500 Penalty: 2870.164062
	Iteration 27Q: 3 clusters Score -847015.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -847035.437500 Penalty: 2870.164062
	Iteration 28Q: 3 clusters Score -847035.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -847051.187500 Penalty: 2870.164062
	Iteration 29Q: 3 clusters Score -847051.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -847063.500000 Penalty: 2870.164062
	Iteration 30Q: 3 clusters Score -847063.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -847074.562500 Penalty: 2870.164062
	Iteration 31Q: 3 clusters Score -847074.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -847089.937500 Penalty: 2870.164062
	Iteration 32Q: 3 clusters Score -847089.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -847098.312500 Penalty: 2870.164062
	Iteration 33Q: 3 clusters Score -847098.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -847106.875000 Penalty: 2870.164062
	Iteration 34Q: 3 clusters Score -847106.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -847113.750000 Penalty: 2870.164062
	Iteration 35Q: 3 clusters Score -847113.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -847118.062500 Penalty: 2870.164062
	Iteration 36Q: 3 clusters Score -847118.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -847122.375000 Penalty: 2870.164062
	Iteration 37Q: 3 clusters Score -847122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -847128.687500 Penalty: 2870.164062
	Iteration 38Q: 3 clusters Score -847128.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -847129.125000 Penalty: 2870.164062
	Iteration 39Q: 3 clusters Score -847129.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -847130.625000 Penalty: 2870.164062
	Iteration 40F: 3 clusters Score -847130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -847134.250000 Penalty: 2870.164062
	Iteration 41Q: 3 clusters Score -847134.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -847133.625000 Penalty: 2870.164062
	Iteration 42Q: 3 clusters Score -847133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -847136.562500 Penalty: 2870.164062
	Iteration 43Q: 3 clusters Score -847136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -847136.500000 Penalty: 2870.164062
	Iteration 44Q: 3 clusters Score -847136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -847138.437500 Penalty: 2870.164062
	Iteration 45Q: 3 clusters Score -847138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -847140.000000 Penalty: 2870.164062
	Iteration 46Q: 3 clusters Score -847140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -847140.750000 Penalty: 2870.164062
	Iteration 47Q: 3 clusters Score -847140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -847140.187500 Penalty: 2870.164062
	Iteration 48Q: 3 clusters Score -847140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -847142.812500 Penalty: 2870.164062
	Iteration 49Q: 3 clusters Score -847142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -847143.562500 Penalty: 2870.164062
	Iteration 50Q: 3 clusters Score -847143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -847142.562500 Penalty: 2870.164062
	Iteration 51Q: 3 clusters Score -847142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -847144.125000 Penalty: 2870.164062
	Iteration 52Q: 3 clusters Score -847144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -847144.062500 Penalty: 2870.164062
	Iteration 53Q: 3 clusters Score -847144.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -847144.937500 Penalty: 2870.164062
	Iteration 54Q: 3 clusters Score -847144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -847145.125000 Penalty: 2870.164062
	Iteration 55Q: 3 clusters Score -847145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -847145.187500 Penalty: 2870.164062
	Iteration 56Q: 3 clusters Score -847145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -847145.750000 Penalty: 2870.164062
	Iteration 57Q: 3 clusters Score -847145.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -847145.937500 Penalty: 2870.164062
	Iteration 58Q: 3 clusters Score -847145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -847145.937500 Penalty: 2870.164062
	Iteration 59F: 3 clusters Score -847145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109698 members 
Entering Unmasked Estep 
Score: -14212889.000000 Penalty: 1885.891602
	Iteration 0F: 2 clusters Score -1.421289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -14144849.000000 Penalty: 3771.783203
	Iteration 0F: 3 clusters Score -1.414485e+07 nChanged 52405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -14175583.000000 Penalty: 3771.783203
	Iteration 1F: 3 clusters Score -1.417558e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -14176578.000000 Penalty: 3771.783203
	Iteration 2Q: 3 clusters Score -1.417658e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -14177898.000000 Penalty: 3771.783203
	Iteration 3Q: 3 clusters Score -1.41779e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -14179812.000000 Penalty: 3771.783203
	Iteration 4Q: 3 clusters Score -1.417981e+07 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -14182674.000000 Penalty: 3771.783203
	Iteration 5F: 3 clusters Score -1.418267e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -14187267.000000 Penalty: 3771.783203
	Iteration 6F: 3 clusters Score -1.418727e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -14193133.000000 Penalty: 3771.783203
	Iteration 7F: 3 clusters Score -1.419313e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -14198260.000000 Penalty: 3771.783203
	Iteration 8F: 3 clusters Score -1.419826e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -14201133.000000 Penalty: 3771.783203
	Iteration 9Q: 3 clusters Score -1.420113e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -14202257.000000 Penalty: 3771.783203
	Iteration 10Q: 3 clusters Score -1.420226e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -14202942.000000 Penalty: 3771.783203
	Iteration 11Q: 3 clusters Score -1.420294e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -14203494.000000 Penalty: 3771.783203
	Iteration 12Q: 3 clusters Score -1.420349e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54210 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -14203832.000000 Penalty: 3771.783203
	Iteration 13Q: 3 clusters Score -1.420383e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -14204134.000000 Penalty: 3771.783203
	Iteration 14Q: 3 clusters Score -1.420413e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -14204387.000000 Penalty: 3771.783203
	Iteration 15Q: 3 clusters Score -1.420439e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -14204677.000000 Penalty: 3771.783203
	Iteration 16Q: 3 clusters Score -1.420468e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -14204856.000000 Penalty: 3771.783203
	Iteration 17Q: 3 clusters Score -1.420486e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -14205059.000000 Penalty: 3771.783203
	Iteration 18Q: 3 clusters Score -1.420506e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -14205180.000000 Penalty: 3771.783203
	Iteration 19Q: 3 clusters Score -1.420518e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -14205322.000000 Penalty: 3771.783203
	Iteration 20F: 3 clusters Score -1.420532e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -14205435.000000 Penalty: 3771.783203
	Iteration 21Q: 3 clusters Score -1.420544e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -14205526.000000 Penalty: 3771.783203
	Iteration 22Q: 3 clusters Score -1.420553e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -14205551.000000 Penalty: 3771.783203
	Iteration 23Q: 3 clusters Score -1.420555e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -14205582.000000 Penalty: 3771.783203
	Iteration 24Q: 3 clusters Score -1.420558e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -14205613.000000 Penalty: 3771.783203
	Iteration 25Q: 3 clusters Score -1.420561e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -14205643.000000 Penalty: 3771.783203
	Iteration 26Q: 3 clusters Score -1.420564e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -14205642.000000 Penalty: 3771.783203
	Iteration 27Q: 3 clusters Score -1.420564e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 57912 members 
Entering Unmasked Estep 
Score: -14205695.000000 Penalty: 3771.783203
	Iteration 28Q: 3 clusters Score -1.42057e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -14205750.000000 Penalty: 3771.783203
	Iteration 29Q: 3 clusters Score -1.420575e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -14205738.000000 Penalty: 3771.783203
	Iteration 30Q: 3 clusters Score -1.420574e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -14205814.000000 Penalty: 3771.783203
	Iteration 31Q: 3 clusters Score -1.420581e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -14205824.000000 Penalty: 3771.783203
	Iteration 32Q: 3 clusters Score -1.420582e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -14205851.000000 Penalty: 3771.783203
	Iteration 33Q: 3 clusters Score -1.420585e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 59612 members 
Entering Unmasked Estep 
Score: -14205855.000000 Penalty: 3771.783203
	Iteration 34Q: 3 clusters Score -1.420586e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -14205897.000000 Penalty: 3771.783203
	Iteration 35Q: 3 clusters Score -1.42059e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -14205916.000000 Penalty: 3771.783203
	Iteration 36Q: 3 clusters Score -1.420592e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -14205934.000000 Penalty: 3771.783203
	Iteration 37Q: 3 clusters Score -1.420593e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -14205935.000000 Penalty: 3771.783203
	Iteration 38Q: 3 clusters Score -1.420594e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -14205941.000000 Penalty: 3771.783203
	Iteration 39Q: 3 clusters Score -1.420594e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -14205973.000000 Penalty: 3771.783203
	Iteration 40F: 3 clusters Score -1.420597e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -14206026.000000 Penalty: 3771.783203
	Iteration 41Q: 3 clusters Score -1.420603e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -14206039.000000 Penalty: 3771.783203
	Iteration 42Q: 3 clusters Score -1.420604e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -14206050.000000 Penalty: 3771.783203
	Iteration 43Q: 3 clusters Score -1.420605e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -14206070.000000 Penalty: 3771.783203
	Iteration 44Q: 3 clusters Score -1.420607e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 63554 members 
Entering Unmasked Estep 
Score: -14206066.000000 Penalty: 3771.783203
	Iteration 45Q: 3 clusters Score -1.420607e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -14206123.000000 Penalty: 3771.783203
	Iteration 46Q: 3 clusters Score -1.420612e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -14206155.000000 Penalty: 3771.783203
	Iteration 47Q: 3 clusters Score -1.420616e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -14206211.000000 Penalty: 3771.783203
	Iteration 48Q: 3 clusters Score -1.420621e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 65458 members 
Entering Unmasked Estep 
Score: -14206252.000000 Penalty: 3771.783203
	Iteration 49Q: 3 clusters Score -1.420625e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 65981 members 
Entering Unmasked Estep 
Score: -14206287.000000 Penalty: 3771.783203
	Iteration 50Q: 3 clusters Score -1.420629e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -14206276.000000 Penalty: 3771.783203
	Iteration 51Q: 3 clusters Score -1.420628e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -14206315.000000 Penalty: 3771.783203
	Iteration 52Q: 3 clusters Score -1.420632e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -14206397.000000 Penalty: 3771.783203
	Iteration 53Q: 3 clusters Score -1.42064e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -14206471.000000 Penalty: 3771.783203
	Iteration 54Q: 3 clusters Score -1.420647e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -14206508.000000 Penalty: 3771.783203
	Iteration 55Q: 3 clusters Score -1.420651e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -14206568.000000 Penalty: 3771.783203
	Iteration 56Q: 3 clusters Score -1.420657e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -14206650.000000 Penalty: 3771.783203
	Iteration 57Q: 3 clusters Score -1.420665e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -14206713.000000 Penalty: 3771.783203
	Iteration 58Q: 3 clusters Score -1.420671e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 72242 members 
Entering Unmasked Estep 
Score: -14206767.000000 Penalty: 3771.783203
	Iteration 59Q: 3 clusters Score -1.420677e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -14206866.000000 Penalty: 3771.783203
	Iteration 60F: 3 clusters Score -1.420687e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 73937 members 
Entering Unmasked Estep 
Score: -14206990.000000 Penalty: 3771.783203
	Iteration 61Q: 3 clusters Score -1.420699e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -14207056.000000 Penalty: 3771.783203
	Iteration 62Q: 3 clusters Score -1.420706e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 75783 members 
Entering Unmasked Estep 
Score: -14207108.000000 Penalty: 3771.783203
	Iteration 63Q: 3 clusters Score -1.420711e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -14207202.000000 Penalty: 3771.783203
	Iteration 64Q: 3 clusters Score -1.42072e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -14207312.000000 Penalty: 3771.783203
	Iteration 65Q: 3 clusters Score -1.420731e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 78775 members 
Entering Unmasked Estep 
Score: -14207377.000000 Penalty: 3771.783203
	Iteration 66Q: 3 clusters Score -1.420738e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -14207532.000000 Penalty: 3771.783203
	Iteration 67Q: 3 clusters Score -1.420753e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -14207693.000000 Penalty: 3771.783203
	Iteration 68Q: 3 clusters Score -1.420769e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -14207856.000000 Penalty: 3771.783203
	Iteration 69Q: 3 clusters Score -1.420786e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -14207960.000000 Penalty: 3771.783203
	Iteration 70Q: 3 clusters Score -1.420796e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -14208126.000000 Penalty: 3771.783203
	Iteration 71Q: 3 clusters Score -1.420813e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -14208223.000000 Penalty: 3771.783203
	Iteration 72Q: 3 clusters Score -1.420822e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -14208408.000000 Penalty: 3771.783203
	Iteration 73Q: 3 clusters Score -1.420841e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -14208605.000000 Penalty: 3771.783203
	Iteration 74Q: 3 clusters Score -1.42086e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 88901 members 
Entering Unmasked Estep 
Score: -14208832.000000 Penalty: 3771.783203
	Iteration 75Q: 3 clusters Score -1.420883e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 90018 members 
Entering Unmasked Estep 
Score: -14208975.000000 Penalty: 3771.783203
	Iteration 76Q: 3 clusters Score -1.420898e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -14209191.000000 Penalty: 3771.783203
	Iteration 77Q: 3 clusters Score -1.420919e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -14209406.000000 Penalty: 3771.783203
	Iteration 78Q: 3 clusters Score -1.420941e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -14209523.000000 Penalty: 3771.783203
	Iteration 79Q: 3 clusters Score -1.420952e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -14209694.000000 Penalty: 3771.783203
	Iteration 80F: 3 clusters Score -1.420969e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -14209831.000000 Penalty: 3771.783203
	Iteration 81Q: 3 clusters Score -1.420983e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -14210031.000000 Penalty: 3771.783203
	Iteration 82Q: 3 clusters Score -1.421003e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -14210230.000000 Penalty: 3771.783203
	Iteration 83Q: 3 clusters Score -1.421023e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 97357 members 
Entering Unmasked Estep 
Score: -14210461.000000 Penalty: 3771.783203
	Iteration 84Q: 3 clusters Score -1.421046e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -14210650.000000 Penalty: 3771.783203
	Iteration 85Q: 3 clusters Score -1.421065e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -14210810.000000 Penalty: 3771.783203
	Iteration 86Q: 3 clusters Score -1.421081e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -14211060.000000 Penalty: 3771.783203
	Iteration 87Q: 3 clusters Score -1.421106e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 100265 members 
Entering Unmasked Estep 
Score: -14211170.000000 Penalty: 3771.783203
	Iteration 88Q: 3 clusters Score -1.421117e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -14211280.000000 Penalty: 3771.783203
	Iteration 89Q: 3 clusters Score -1.421128e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -14211394.000000 Penalty: 3771.783203
	Iteration 90Q: 3 clusters Score -1.421139e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 102108 members 
Entering Unmasked Estep 
Score: -14211437.000000 Penalty: 3771.783203
	Iteration 91Q: 3 clusters Score -1.421144e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 102563 members 
Entering Unmasked Estep 
Score: -14211537.000000 Penalty: 3771.783203
	Iteration 92Q: 3 clusters Score -1.421154e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -14211621.000000 Penalty: 3771.783203
	Iteration 93Q: 3 clusters Score -1.421162e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 103430 members 
Entering Unmasked Estep 
Score: -14211688.000000 Penalty: 3771.783203
	Iteration 94Q: 3 clusters Score -1.421169e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -14211671.000000 Penalty: 3771.783203
	Iteration 95Q: 3 clusters Score -1.421167e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -14211638.000000 Penalty: 3771.783203
	Iteration 96Q: 3 clusters Score -1.421164e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 104244 members 
Entering Unmasked Estep 
Score: -14211690.000000 Penalty: 3771.783203
	Iteration 97Q: 3 clusters Score -1.421169e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 104462 members 
Entering Unmasked Estep 
Score: -14211735.000000 Penalty: 3771.783203
	Iteration 98Q: 3 clusters Score -1.421174e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 104636 members 
Entering Unmasked Estep 
Score: -14211842.000000 Penalty: 3771.783203
	Iteration 99Q: 3 clusters Score -1.421184e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 104781 members 
Entering Unmasked Estep 
Score: -14211891.000000 Penalty: 3771.783203
	Iteration 100F: 3 clusters Score -1.421189e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -14211885.000000 Penalty: 3771.783203
	Iteration 101Q: 3 clusters Score -1.421188e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 105033 members 
Entering Unmasked Estep 
Score: -14211862.000000 Penalty: 3771.783203
	Iteration 102Q: 3 clusters Score -1.421186e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -14211865.000000 Penalty: 3771.783203
	Iteration 103Q: 3 clusters Score -1.421186e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -14211885.000000 Penalty: 3771.783203
	Iteration 104Q: 3 clusters Score -1.421188e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 105319 members 
Entering Unmasked Estep 
Score: -14211889.000000 Penalty: 3771.783203
	Iteration 105Q: 3 clusters Score -1.421189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -14211869.000000 Penalty: 3771.783203
	Iteration 106Q: 3 clusters Score -1.421187e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 105466 members 
Entering Unmasked Estep 
Score: -14211897.000000 Penalty: 3771.783203
	Iteration 107Q: 3 clusters Score -1.42119e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 105548 members 
Entering Unmasked Estep 
Score: -14211884.000000 Penalty: 3771.783203
	Iteration 108Q: 3 clusters Score -1.421188e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -14211885.000000 Penalty: 3771.783203
	Iteration 109Q: 3 clusters Score -1.421188e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -14211885.000000 Penalty: 3771.783203
	Iteration 110Q: 3 clusters Score -1.421188e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 105764 members 
Entering Unmasked Estep 
Score: -14211873.000000 Penalty: 3771.783203
	Iteration 111Q: 3 clusters Score -1.421187e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -14211863.000000 Penalty: 3771.783203
	Iteration 112Q: 3 clusters Score -1.421186e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 105874 members 
Entering Unmasked Estep 
Score: -14211879.000000 Penalty: 3771.783203
	Iteration 113Q: 3 clusters Score -1.421188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -14211893.000000 Penalty: 3771.783203
	Iteration 114Q: 3 clusters Score -1.421189e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 105954 members 
Entering Unmasked Estep 
Score: -14211899.000000 Penalty: 3771.783203
	Iteration 115Q: 3 clusters Score -1.42119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 105997 members 
Entering Unmasked Estep 
Score: -14211916.000000 Penalty: 3771.783203
	Iteration 116Q: 3 clusters Score -1.421192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 106037 members 
Entering Unmasked Estep 
Score: -14211954.000000 Penalty: 3771.783203
	Iteration 117Q: 3 clusters Score -1.421195e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -14211961.000000 Penalty: 3771.783203
	Iteration 118Q: 3 clusters Score -1.421196e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -14211961.000000 Penalty: 3771.783203
	Iteration 119Q: 3 clusters Score -1.421196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 106117 members 
Entering Unmasked Estep 
Score: -14211999.000000 Penalty: 3771.783203
	Iteration 120F: 3 clusters Score -1.4212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 106141 members 
Entering Unmasked Estep 
Score: -14211989.000000 Penalty: 3771.783203
	Iteration 121Q: 3 clusters Score -1.421199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -14211991.000000 Penalty: 3771.783203
	Iteration 122Q: 3 clusters Score -1.421199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -14211981.000000 Penalty: 3771.783203
	Iteration 123Q: 3 clusters Score -1.421198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 106185 members 
Entering Unmasked Estep 
Score: -14211988.000000 Penalty: 3771.783203
	Iteration 124Q: 3 clusters Score -1.421199e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 106202 members 
Entering Unmasked Estep 
Score: -14211991.000000 Penalty: 3771.783203
	Iteration 125Q: 3 clusters Score -1.421199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -14211990.000000 Penalty: 3771.783203
	Iteration 126Q: 3 clusters Score -1.421199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 106221 members 
Entering Unmasked Estep 
Score: -14211994.000000 Penalty: 3771.783203
	Iteration 127Q: 3 clusters Score -1.421199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -14211986.000000 Penalty: 3771.783203
	Iteration 128Q: 3 clusters Score -1.421199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -14211990.000000 Penalty: 3771.783203
	Iteration 129Q: 3 clusters Score -1.421199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 106230 members 
Entering Unmasked Estep 
Score: -14211986.000000 Penalty: 3771.783203
	Iteration 130Q: 3 clusters Score -1.421199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 106234 members 
Entering Unmasked Estep 
Score: -14211990.000000 Penalty: 3771.783203
	Iteration 131Q: 3 clusters Score -1.421199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -14211997.000000 Penalty: 3771.783203
	Iteration 132Q: 3 clusters Score -1.4212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -14211995.000000 Penalty: 3771.783203
	Iteration 133Q: 3 clusters Score -1.4212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -14211995.000000 Penalty: 3771.783203
	Iteration 134F: 3 clusters Score -1.4212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Entering Unmasked Estep 
Score: -1433025.375000 Penalty: 1518.697876
	Iteration 0F: 2 clusters Score -1433025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1424956.000000 Penalty: 3037.395752
	Iteration 0F: 3 clusters Score -1424956 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1427589.375000 Penalty: 3037.395752
	Iteration 1F: 3 clusters Score -1427589 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1427834.875000 Penalty: 3037.395752
	Iteration 2F: 3 clusters Score -1427835 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1428088.250000 Penalty: 3037.395752
	Iteration 3Q: 3 clusters Score -1428088 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1428340.375000 Penalty: 3037.395752
	Iteration 4Q: 3 clusters Score -1428340 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1428619.500000 Penalty: 3037.395752
	Iteration 5Q: 3 clusters Score -1428620 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1428934.250000 Penalty: 3037.395752
	Iteration 6Q: 3 clusters Score -1428934 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1429307.750000 Penalty: 3037.395752
	Iteration 7F: 3 clusters Score -1429308 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1429680.500000 Penalty: 3037.395752
	Iteration 8Q: 3 clusters Score -1429680 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1430057.875000 Penalty: 3037.395752
	Iteration 9Q: 3 clusters Score -1430058 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1430422.125000 Penalty: 3037.395752
	Iteration 10Q: 3 clusters Score -1430422 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1430723.375000 Penalty: 3037.395752
	Iteration 11Q: 3 clusters Score -1430723 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1430978.750000 Penalty: 3037.395752
	Iteration 12Q: 3 clusters Score -1430979 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1431173.750000 Penalty: 3037.395752
	Iteration 13Q: 3 clusters Score -1431174 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1431307.750000 Penalty: 3037.395752
	Iteration 14Q: 3 clusters Score -1431308 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1431398.375000 Penalty: 3037.395752
	Iteration 15Q: 3 clusters Score -1431398 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1431449.750000 Penalty: 3037.395752
	Iteration 16Q: 3 clusters Score -1431450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1431484.125000 Penalty: 3037.395752
	Iteration 17Q: 3 clusters Score -1431484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1431500.000000 Penalty: 3037.395752
	Iteration 18Q: 3 clusters Score -1431500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1431511.000000 Penalty: 3037.395752
	Iteration 19Q: 3 clusters Score -1431511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1431522.750000 Penalty: 3037.395752
	Iteration 20F: 3 clusters Score -1431523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1431534.000000 Penalty: 3037.395752
	Iteration 21Q: 3 clusters Score -1431534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1431540.500000 Penalty: 3037.395752
	Iteration 22Q: 3 clusters Score -1431540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1431552.750000 Penalty: 3037.395752
	Iteration 23Q: 3 clusters Score -1431553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1431558.750000 Penalty: 3037.395752
	Iteration 24Q: 3 clusters Score -1431559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1431563.375000 Penalty: 3037.395752
	Iteration 25Q: 3 clusters Score -1431563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1431566.000000 Penalty: 3037.395752
	Iteration 26Q: 3 clusters Score -1431566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1431572.000000 Penalty: 3037.395752
	Iteration 27Q: 3 clusters Score -1431572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1431573.875000 Penalty: 3037.395752
	Iteration 28Q: 3 clusters Score -1431574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1431574.250000 Penalty: 3037.395752
	Iteration 29Q: 3 clusters Score -1431574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1431577.875000 Penalty: 3037.395752
	Iteration 30Q: 3 clusters Score -1431578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1431579.625000 Penalty: 3037.395752
	Iteration 31Q: 3 clusters Score -1431580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1431585.250000 Penalty: 3037.395752
	Iteration 32Q: 3 clusters Score -1431585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1431588.750000 Penalty: 3037.395752
	Iteration 33Q: 3 clusters Score -1431589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1431588.625000 Penalty: 3037.395752
	Iteration 34Q: 3 clusters Score -1431589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1431590.750000 Penalty: 3037.395752
	Iteration 35Q: 3 clusters Score -1431591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1431595.500000 Penalty: 3037.395752
	Iteration 36Q: 3 clusters Score -1431596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1431595.125000 Penalty: 3037.395752
	Iteration 37Q: 3 clusters Score -1431595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1431596.750000 Penalty: 3037.395752
	Iteration 38Q: 3 clusters Score -1431597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1431597.750000 Penalty: 3037.395752
	Iteration 39Q: 3 clusters Score -1431598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1431600.000000 Penalty: 3037.395752
	Iteration 40F: 3 clusters Score -1431600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1431597.500000 Penalty: 3037.395752
	Iteration 41Q: 3 clusters Score -1431598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1431599.125000 Penalty: 3037.395752
	Iteration 42Q: 3 clusters Score -1431599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1431600.125000 Penalty: 3037.395752
	Iteration 43Q: 3 clusters Score -1431600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1431600.500000 Penalty: 3037.395752
	Iteration 44Q: 3 clusters Score -1431600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1431601.750000 Penalty: 3037.395752
	Iteration 45Q: 3 clusters Score -1431602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1431602.375000 Penalty: 3037.395752
	Iteration 46Q: 3 clusters Score -1431602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1431601.375000 Penalty: 3037.395752
	Iteration 47Q: 3 clusters Score -1431601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1431600.625000 Penalty: 3037.395752
	Iteration 48Q: 3 clusters Score -1431601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1431601.250000 Penalty: 3037.395752
	Iteration 49Q: 3 clusters Score -1431601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1431603.625000 Penalty: 3037.395752
	Iteration 50Q: 3 clusters Score -1431604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1431604.250000 Penalty: 3037.395752
	Iteration 51Q: 3 clusters Score -1431604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1431605.250000 Penalty: 3037.395752
	Iteration 52Q: 3 clusters Score -1431605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1431605.250000 Penalty: 3037.395752
	Iteration 53Q: 3 clusters Score -1431605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1431605.250000 Penalty: 3037.395752
	Iteration 54F: 3 clusters Score -1431605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -1007199.687500 Penalty: 1459.706909
	Iteration 0F: 2 clusters Score -1007200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1001310.375000 Penalty: 2919.413818
	Iteration 0F: 3 clusters Score -1001310 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1003286.375000 Penalty: 2919.413818
	Iteration 1F: 3 clusters Score -1003286 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1003540.687500 Penalty: 2919.413818
	Iteration 2F: 3 clusters Score -1003541 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1003779.125000 Penalty: 2919.413818
	Iteration 3F: 3 clusters Score -1003779 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1004006.312500 Penalty: 2919.413818
	Iteration 4F: 3 clusters Score -1004006 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1004248.875000 Penalty: 2919.413818
	Iteration 5Q: 3 clusters Score -1004249 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1004486.812500 Penalty: 2919.413818
	Iteration 6Q: 3 clusters Score -1004487 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1004700.875000 Penalty: 2919.413818
	Iteration 7Q: 3 clusters Score -1004701 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1004861.625000 Penalty: 2919.413818
	Iteration 8Q: 3 clusters Score -1004862 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1004984.625000 Penalty: 2919.413818
	Iteration 9Q: 3 clusters Score -1004985 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1005064.875000 Penalty: 2919.413818
	Iteration 10Q: 3 clusters Score -1005065 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1005127.562500 Penalty: 2919.413818
	Iteration 11Q: 3 clusters Score -1005128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1005181.187500 Penalty: 2919.413818
	Iteration 12Q: 3 clusters Score -1005181 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1005217.875000 Penalty: 2919.413818
	Iteration 13Q: 3 clusters Score -1005218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1005250.750000 Penalty: 2919.413818
	Iteration 14Q: 3 clusters Score -1005251 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1005272.187500 Penalty: 2919.413818
	Iteration 15Q: 3 clusters Score -1005272 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1005293.687500 Penalty: 2919.413818
	Iteration 16Q: 3 clusters Score -1005294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1005310.625000 Penalty: 2919.413818
	Iteration 17Q: 3 clusters Score -1005311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1005320.875000 Penalty: 2919.413818
	Iteration 18Q: 3 clusters Score -1005321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1005335.812500 Penalty: 2919.413818
	Iteration 19Q: 3 clusters Score -1005336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1005351.312500 Penalty: 2919.413818
	Iteration 20F: 3 clusters Score -1005351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1005367.687500 Penalty: 2919.413818
	Iteration 21Q: 3 clusters Score -1005368 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1005386.375000 Penalty: 2919.413818
	Iteration 22Q: 3 clusters Score -1005386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1005401.937500 Penalty: 2919.413818
	Iteration 23Q: 3 clusters Score -1005402 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1005424.125000 Penalty: 2919.413818
	Iteration 24Q: 3 clusters Score -1005424 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1005448.625000 Penalty: 2919.413818
	Iteration 25Q: 3 clusters Score -1005449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1005469.562500 Penalty: 2919.413818
	Iteration 26Q: 3 clusters Score -1005470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1005486.812500 Penalty: 2919.413818
	Iteration 27Q: 3 clusters Score -1005487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1005508.250000 Penalty: 2919.413818
	Iteration 28Q: 3 clusters Score -1005508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1005523.187500 Penalty: 2919.413818
	Iteration 29Q: 3 clusters Score -1005523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1005535.625000 Penalty: 2919.413818
	Iteration 30Q: 3 clusters Score -1005536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1005544.437500 Penalty: 2919.413818
	Iteration 31Q: 3 clusters Score -1005544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1005556.562500 Penalty: 2919.413818
	Iteration 32Q: 3 clusters Score -1005557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1005560.687500 Penalty: 2919.413818
	Iteration 33Q: 3 clusters Score -1005561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1005568.062500 Penalty: 2919.413818
	Iteration 34Q: 3 clusters Score -1005568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1005573.250000 Penalty: 2919.413818
	Iteration 35Q: 3 clusters Score -1005573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1005580.062500 Penalty: 2919.413818
	Iteration 36Q: 3 clusters Score -1005580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1005584.125000 Penalty: 2919.413818
	Iteration 37Q: 3 clusters Score -1005584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1005594.312500 Penalty: 2919.413818
	Iteration 38Q: 3 clusters Score -1005594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1005604.312500 Penalty: 2919.413818
	Iteration 39Q: 3 clusters Score -1005604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1005613.812500 Penalty: 2919.413818
	Iteration 40F: 3 clusters Score -1005614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1005621.437500 Penalty: 2919.413818
	Iteration 41Q: 3 clusters Score -1005621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1005625.812500 Penalty: 2919.413818
	Iteration 42Q: 3 clusters Score -1005626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1005627.312500 Penalty: 2919.413818
	Iteration 43Q: 3 clusters Score -1005627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1005632.250000 Penalty: 2919.413818
	Iteration 44Q: 3 clusters Score -1005632 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1005640.125000 Penalty: 2919.413818
	Iteration 45Q: 3 clusters Score -1005640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1005645.375000 Penalty: 2919.413818
	Iteration 46Q: 3 clusters Score -1005645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1005650.625000 Penalty: 2919.413818
	Iteration 47Q: 3 clusters Score -1005651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1005652.312500 Penalty: 2919.413818
	Iteration 48Q: 3 clusters Score -1005652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1005658.062500 Penalty: 2919.413818
	Iteration 49Q: 3 clusters Score -1005658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1005664.500000 Penalty: 2919.413818
	Iteration 50Q: 3 clusters Score -1005664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1005672.875000 Penalty: 2919.413818
	Iteration 51Q: 3 clusters Score -1005673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1005679.875000 Penalty: 2919.413818
	Iteration 52Q: 3 clusters Score -1005680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1005684.812500 Penalty: 2919.413818
	Iteration 53Q: 3 clusters Score -1005685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1005693.312500 Penalty: 2919.413818
	Iteration 54Q: 3 clusters Score -1005693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1005703.937500 Penalty: 2919.413818
	Iteration 55Q: 3 clusters Score -1005704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1005714.187500 Penalty: 2919.413818
	Iteration 56Q: 3 clusters Score -1005714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1005723.437500 Penalty: 2919.413818
	Iteration 57Q: 3 clusters Score -1005723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1005730.500000 Penalty: 2919.413818
	Iteration 58Q: 3 clusters Score -1005730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1005737.500000 Penalty: 2919.413818
	Iteration 59Q: 3 clusters Score -1005738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1005745.750000 Penalty: 2919.413818
	Iteration 60F: 3 clusters Score -1005746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1005751.187500 Penalty: 2919.413818
	Iteration 61Q: 3 clusters Score -1005751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1005755.687500 Penalty: 2919.413818
	Iteration 62Q: 3 clusters Score -1005756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1005757.500000 Penalty: 2919.413818
	Iteration 63Q: 3 clusters Score -1005758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1005763.250000 Penalty: 2919.413818
	Iteration 64Q: 3 clusters Score -1005763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1005766.625000 Penalty: 2919.413818
	Iteration 65Q: 3 clusters Score -1005767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1005766.625000 Penalty: 2919.413818
	Iteration 66Q: 3 clusters Score -1005767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1005768.625000 Penalty: 2919.413818
	Iteration 67Q: 3 clusters Score -1005769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1005770.062500 Penalty: 2919.413818
	Iteration 68Q: 3 clusters Score -1005770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1005770.312500 Penalty: 2919.413818
	Iteration 69Q: 3 clusters Score -1005770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1005771.312500 Penalty: 2919.413818
	Iteration 70Q: 3 clusters Score -1005771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1005773.062500 Penalty: 2919.413818
	Iteration 71Q: 3 clusters Score -1005773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1005776.375000 Penalty: 2919.413818
	Iteration 72Q: 3 clusters Score -1005776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1005778.187500 Penalty: 2919.413818
	Iteration 73Q: 3 clusters Score -1005778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1005779.875000 Penalty: 2919.413818
	Iteration 74Q: 3 clusters Score -1005780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1005782.562500 Penalty: 2919.413818
	Iteration 75Q: 3 clusters Score -1005783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1005784.812500 Penalty: 2919.413818
	Iteration 76Q: 3 clusters Score -1005785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1005783.875000 Penalty: 2919.413818
	Iteration 77Q: 3 clusters Score -1005784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1005784.937500 Penalty: 2919.413818
	Iteration 78Q: 3 clusters Score -1005785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1005786.062500 Penalty: 2919.413818
	Iteration 79Q: 3 clusters Score -1005786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1005786.062500 Penalty: 2919.413818
	Iteration 80F: 3 clusters Score -1005786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1005787.750000 Penalty: 2919.413818
	Iteration 81Q: 3 clusters Score -1005788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1005789.937500 Penalty: 2919.413818
	Iteration 82Q: 3 clusters Score -1005790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1005791.312500 Penalty: 2919.413818
	Iteration 83Q: 3 clusters Score -1005791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1005793.125000 Penalty: 2919.413818
	Iteration 84Q: 3 clusters Score -1005793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1005795.375000 Penalty: 2919.413818
	Iteration 85Q: 3 clusters Score -1005795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1005797.187500 Penalty: 2919.413818
	Iteration 86Q: 3 clusters Score -1005797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1005800.875000 Penalty: 2919.413818
	Iteration 87Q: 3 clusters Score -1005801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1005803.687500 Penalty: 2919.413818
	Iteration 88Q: 3 clusters Score -1005804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1005805.125000 Penalty: 2919.413818
	Iteration 89Q: 3 clusters Score -1005805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1005807.562500 Penalty: 2919.413818
	Iteration 90Q: 3 clusters Score -1005808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1005810.625000 Penalty: 2919.413818
	Iteration 91Q: 3 clusters Score -1005811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1005812.937500 Penalty: 2919.413818
	Iteration 92Q: 3 clusters Score -1005813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1005816.687500 Penalty: 2919.413818
	Iteration 93Q: 3 clusters Score -1005817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1005819.562500 Penalty: 2919.413818
	Iteration 94Q: 3 clusters Score -1005820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1005821.187500 Penalty: 2919.413818
	Iteration 95Q: 3 clusters Score -1005821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1005823.875000 Penalty: 2919.413818
	Iteration 96Q: 3 clusters Score -1005824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1005825.750000 Penalty: 2919.413818
	Iteration 97Q: 3 clusters Score -1005826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1005825.687500 Penalty: 2919.413818
	Iteration 98Q: 3 clusters Score -1005826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1005825.000000 Penalty: 2919.413818
	Iteration 99Q: 3 clusters Score -1005825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1005825.000000 Penalty: 2919.413818
	Iteration 100F: 3 clusters Score -1005825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29224.835938 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29224.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28378.003906 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28427.621094 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28427.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28457.335938 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28457.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28473.501953 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28500.289062 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28500.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28519.259766 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -28519.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28525.583984 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -28525.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28527.474609 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -28527.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28527.474609 Penalty: 1783.904785
	Iteration 8F: 3 clusters Score -28527.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9157.213867 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -9157.214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8629.725586 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -8629.726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8899.224609 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -8899.225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8948.326172 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -8948.326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8956.126953 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -8956.127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8964.897461 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -8964.897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8964.897461 Penalty: 1678.555420
	Iteration 5F: 3 clusters Score -8964.897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -843671.250000 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -843671.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -838551.812500 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -838551.8 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -840110.500000 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -840110.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -840332.437500 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -840332.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -840503.125000 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -840503.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -840644.812500 Penalty: 2864.415771
	Iteration 4Q: 3 clusters Score -840644.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -840777.625000 Penalty: 2864.415771
	Iteration 5Q: 3 clusters Score -840777.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -840896.562500 Penalty: 2864.415771
	Iteration 6Q: 3 clusters Score -840896.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -840978.312500 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -840978.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -841048.687500 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -841048.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -841127.625000 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -841127.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -841198.375000 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -841198.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -841255.750000 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -841255.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -841308.750000 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -841308.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -841366.250000 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -841366.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -841425.562500 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -841425.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -841490.937500 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -841490.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -841558.562500 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -841558.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -841622.875000 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -841622.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -841683.250000 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -841683.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -841751.000000 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -841751 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -841840.937500 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -841840.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -841953.937500 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -841953.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -842076.937500 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -842076.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -842208.562500 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -842208.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -842346.625000 Penalty: 2864.415771
	Iteration 24Q: 3 clusters Score -842346.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -842493.437500 Penalty: 2864.415771
	Iteration 25Q: 3 clusters Score -842493.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -842598.875000 Penalty: 2864.415771
	Iteration 26Q: 3 clusters Score -842598.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -842674.000000 Penalty: 2864.415771
	Iteration 27Q: 3 clusters Score -842674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -842732.937500 Penalty: 2864.415771
	Iteration 28Q: 3 clusters Score -842732.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -842778.250000 Penalty: 2864.415771
	Iteration 29Q: 3 clusters Score -842778.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -842821.437500 Penalty: 2864.415771
	Iteration 30Q: 3 clusters Score -842821.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -842848.375000 Penalty: 2864.415771
	Iteration 31Q: 3 clusters Score -842848.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -842879.750000 Penalty: 2864.415771
	Iteration 32Q: 3 clusters Score -842879.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -842916.937500 Penalty: 2864.415771
	Iteration 33Q: 3 clusters Score -842916.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -842951.812500 Penalty: 2864.415771
	Iteration 34Q: 3 clusters Score -842951.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -842989.437500 Penalty: 2864.415771
	Iteration 35Q: 3 clusters Score -842989.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -843015.625000 Penalty: 2864.415771
	Iteration 36Q: 3 clusters Score -843015.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -843038.562500 Penalty: 2864.415771
	Iteration 37Q: 3 clusters Score -843038.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -843053.687500 Penalty: 2864.415771
	Iteration 38Q: 3 clusters Score -843053.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -843065.750000 Penalty: 2864.415771
	Iteration 39Q: 3 clusters Score -843065.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -843091.500000 Penalty: 2864.415771
	Iteration 40F: 3 clusters Score -843091.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -843105.375000 Penalty: 2864.415771
	Iteration 41Q: 3 clusters Score -843105.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -843117.062500 Penalty: 2864.415771
	Iteration 42Q: 3 clusters Score -843117.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -843121.187500 Penalty: 2864.415771
	Iteration 43Q: 3 clusters Score -843121.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -843127.875000 Penalty: 2864.415771
	Iteration 44Q: 3 clusters Score -843127.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -843128.687500 Penalty: 2864.415771
	Iteration 45Q: 3 clusters Score -843128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -843130.125000 Penalty: 2864.415771
	Iteration 46Q: 3 clusters Score -843130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -843132.750000 Penalty: 2864.415771
	Iteration 47Q: 3 clusters Score -843132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -843131.562500 Penalty: 2864.415771
	Iteration 48Q: 3 clusters Score -843131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -843131.812500 Penalty: 2864.415771
	Iteration 49Q: 3 clusters Score -843131.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -843132.437500 Penalty: 2864.415771
	Iteration 50Q: 3 clusters Score -843132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -843136.750000 Penalty: 2864.415771
	Iteration 51Q: 3 clusters Score -843136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -843137.062500 Penalty: 2864.415771
	Iteration 52Q: 3 clusters Score -843137.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -843138.312500 Penalty: 2864.415771
	Iteration 53Q: 3 clusters Score -843138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -843140.250000 Penalty: 2864.415771
	Iteration 54Q: 3 clusters Score -843140.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -843140.312500 Penalty: 2864.415771
	Iteration 55Q: 3 clusters Score -843140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -843142.375000 Penalty: 2864.415771
	Iteration 56Q: 3 clusters Score -843142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -843142.625000 Penalty: 2864.415771
	Iteration 57Q: 3 clusters Score -843142.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -843143.625000 Penalty: 2864.415771
	Iteration 58Q: 3 clusters Score -843143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -843144.437500 Penalty: 2864.415771
	Iteration 59Q: 3 clusters Score -843144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -843147.250000 Penalty: 2864.415771
	Iteration 60F: 3 clusters Score -843147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -843147.750000 Penalty: 2864.415771
	Iteration 61Q: 3 clusters Score -843147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -843150.625000 Penalty: 2864.415771
	Iteration 62Q: 3 clusters Score -843150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -843153.312500 Penalty: 2864.415771
	Iteration 63Q: 3 clusters Score -843153.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -843155.312500 Penalty: 2864.415771
	Iteration 64Q: 3 clusters Score -843155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -843157.375000 Penalty: 2864.415771
	Iteration 65Q: 3 clusters Score -843157.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -843162.500000 Penalty: 2864.415771
	Iteration 66Q: 3 clusters Score -843162.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -843164.375000 Penalty: 2864.415771
	Iteration 67Q: 3 clusters Score -843164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -843164.312500 Penalty: 2864.415771
	Iteration 68Q: 3 clusters Score -843164.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -843164.937500 Penalty: 2864.415771
	Iteration 69Q: 3 clusters Score -843164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -843165.187500 Penalty: 2864.415771
	Iteration 70Q: 3 clusters Score -843165.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -843167.125000 Penalty: 2864.415771
	Iteration 71Q: 3 clusters Score -843167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -843167.437500 Penalty: 2864.415771
	Iteration 72Q: 3 clusters Score -843167.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -843167.437500 Penalty: 2864.415771
	Iteration 73F: 3 clusters Score -843167.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Entering Unmasked Estep 
Score: -6986322.500000 Penalty: 1771.239868
	Iteration 0F: 2 clusters Score -6986322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -6950136.000000 Penalty: 3542.479736
	Iteration 0F: 3 clusters Score -6950136 nChanged 25527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -6964277.500000 Penalty: 3542.479736
	Iteration 1F: 3 clusters Score -6964278 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -6964730.500000 Penalty: 3542.479736
	Iteration 2Q: 3 clusters Score -6964730 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6965054.000000 Penalty: 3542.479736
	Iteration 3Q: 3 clusters Score -6965054 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -6965453.000000 Penalty: 3542.479736
	Iteration 4Q: 3 clusters Score -6965453 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -6965898.500000 Penalty: 3542.479736
	Iteration 5Q: 3 clusters Score -6965898 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -6966440.500000 Penalty: 3542.479736
	Iteration 6Q: 3 clusters Score -6966440 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -6967208.500000 Penalty: 3542.479736
	Iteration 7Q: 3 clusters Score -6967208 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -6968245.500000 Penalty: 3542.479736
	Iteration 8Q: 3 clusters Score -6968246 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -6969629.500000 Penalty: 3542.479736
	Iteration 9Q: 3 clusters Score -6969630 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6971389.500000 Penalty: 3542.479736
	Iteration 10F: 3 clusters Score -6971390 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -6973259.500000 Penalty: 3542.479736
	Iteration 11F: 3 clusters Score -6973260 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -6975032.500000 Penalty: 3542.479736
	Iteration 12Q: 3 clusters Score -6975032 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6976160.000000 Penalty: 3542.479736
	Iteration 13Q: 3 clusters Score -6976160 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -6976781.000000 Penalty: 3542.479736
	Iteration 14Q: 3 clusters Score -6976781 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -6977134.000000 Penalty: 3542.479736
	Iteration 15Q: 3 clusters Score -6977134 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -6977503.000000 Penalty: 3542.479736
	Iteration 16Q: 3 clusters Score -6977503 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -6977879.500000 Penalty: 3542.479736
	Iteration 17Q: 3 clusters Score -6977880 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6978312.500000 Penalty: 3542.479736
	Iteration 18Q: 3 clusters Score -6978312 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -6978817.000000 Penalty: 3542.479736
	Iteration 19Q: 3 clusters Score -6978817 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6979337.000000 Penalty: 3542.479736
	Iteration 20F: 3 clusters Score -6979337 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -6979926.000000 Penalty: 3542.479736
	Iteration 21Q: 3 clusters Score -6979926 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -6980507.500000 Penalty: 3542.479736
	Iteration 22Q: 3 clusters Score -6980508 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -6981138.000000 Penalty: 3542.479736
	Iteration 23Q: 3 clusters Score -6981138 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6981716.500000 Penalty: 3542.479736
	Iteration 24Q: 3 clusters Score -6981716 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -6982338.500000 Penalty: 3542.479736
	Iteration 25Q: 3 clusters Score -6982338 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -6983043.000000 Penalty: 3542.479736
	Iteration 26Q: 3 clusters Score -6983043 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -6983592.500000 Penalty: 3542.479736
	Iteration 27Q: 3 clusters Score -6983592 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -6984036.000000 Penalty: 3542.479736
	Iteration 28Q: 3 clusters Score -6984036 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -6984317.500000 Penalty: 3542.479736
	Iteration 29Q: 3 clusters Score -6984318 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -6984490.500000 Penalty: 3542.479736
	Iteration 30Q: 3 clusters Score -6984490 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -6984572.500000 Penalty: 3542.479736
	Iteration 31Q: 3 clusters Score -6984572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -6984643.000000 Penalty: 3542.479736
	Iteration 32Q: 3 clusters Score -6984643 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -6984710.000000 Penalty: 3542.479736
	Iteration 33Q: 3 clusters Score -6984710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -6984740.000000 Penalty: 3542.479736
	Iteration 34Q: 3 clusters Score -6984740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6984745.500000 Penalty: 3542.479736
	Iteration 35Q: 3 clusters Score -6984746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -6984751.500000 Penalty: 3542.479736
	Iteration 36Q: 3 clusters Score -6984752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -6984747.000000 Penalty: 3542.479736
	Iteration 37Q: 3 clusters Score -6984747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6984758.500000 Penalty: 3542.479736
	Iteration 38Q: 3 clusters Score -6984758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -6984763.000000 Penalty: 3542.479736
	Iteration 39Q: 3 clusters Score -6984763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -6984767.000000 Penalty: 3542.479736
	Iteration 40F: 3 clusters Score -6984767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -6984776.000000 Penalty: 3542.479736
	Iteration 41Q: 3 clusters Score -6984776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -6984776.500000 Penalty: 3542.479736
	Iteration 42Q: 3 clusters Score -6984776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -6984781.000000 Penalty: 3542.479736
	Iteration 43Q: 3 clusters Score -6984781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6984781.500000 Penalty: 3542.479736
	Iteration 44Q: 3 clusters Score -6984782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -6984781.500000 Penalty: 3542.479736
	Iteration 45F: 3 clusters Score -6984782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -77475.218750 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -77475.22 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 374 members 
Entering Unmasked Estep 
Score: -76306.789062 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -76306.79 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76701.750000 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -76701.75 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76874.070312 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -76874.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76941.757812 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -76941.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76967.828125 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -76967.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76973.945312 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -76973.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76980.484375 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -76980.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76991.335938 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -76991.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76998.515625 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -76998.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -77000.875000 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -77000.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77002.250000 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -77002.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77005.859375 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -77005.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77006.375000 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -77006.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -77011.062500 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -77011.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77012.921875 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -77012.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77013.718750 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -77013.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77013.718750 Penalty: 2152.821289
	Iteration 16F: 3 clusters Score -77013.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Entering Unmasked Estep 
Score: -391942.937500 Penalty: 1317.014404
	Iteration 0F: 2 clusters Score -391942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -389038.375000 Penalty: 2634.028809
	Iteration 0F: 3 clusters Score -389038.4 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -389904.031250 Penalty: 2634.028809
	Iteration 1F: 3 clusters Score -389904 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -390128.906250 Penalty: 2634.028809
	Iteration 2F: 3 clusters Score -390128.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -390259.468750 Penalty: 2634.028809
	Iteration 3F: 3 clusters Score -390259.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -390372.156250 Penalty: 2634.028809
	Iteration 4Q: 3 clusters Score -390372.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -390463.718750 Penalty: 2634.028809
	Iteration 5Q: 3 clusters Score -390463.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -390549.968750 Penalty: 2634.028809
	Iteration 6Q: 3 clusters Score -390550 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -390631.812500 Penalty: 2634.028809
	Iteration 7Q: 3 clusters Score -390631.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -390713.937500 Penalty: 2634.028809
	Iteration 8Q: 3 clusters Score -390713.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -390783.062500 Penalty: 2634.028809
	Iteration 9Q: 3 clusters Score -390783.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -390849.375000 Penalty: 2634.028809
	Iteration 10Q: 3 clusters Score -390849.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -390920.093750 Penalty: 2634.028809
	Iteration 11Q: 3 clusters Score -390920.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -390981.437500 Penalty: 2634.028809
	Iteration 12Q: 3 clusters Score -390981.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -391044.312500 Penalty: 2634.028809
	Iteration 13Q: 3 clusters Score -391044.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -391094.468750 Penalty: 2634.028809
	Iteration 14Q: 3 clusters Score -391094.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -391136.687500 Penalty: 2634.028809
	Iteration 15Q: 3 clusters Score -391136.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -391172.375000 Penalty: 2634.028809
	Iteration 16Q: 3 clusters Score -391172.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -391198.562500 Penalty: 2634.028809
	Iteration 17Q: 3 clusters Score -391198.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -391223.437500 Penalty: 2634.028809
	Iteration 18Q: 3 clusters Score -391223.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -391251.156250 Penalty: 2634.028809
	Iteration 19Q: 3 clusters Score -391251.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -391277.906250 Penalty: 2634.028809
	Iteration 20F: 3 clusters Score -391277.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -391293.000000 Penalty: 2634.028809
	Iteration 21Q: 3 clusters Score -391293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -391302.593750 Penalty: 2634.028809
	Iteration 22Q: 3 clusters Score -391302.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -391308.718750 Penalty: 2634.028809
	Iteration 23Q: 3 clusters Score -391308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -391313.437500 Penalty: 2634.028809
	Iteration 24Q: 3 clusters Score -391313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -391315.437500 Penalty: 2634.028809
	Iteration 25Q: 3 clusters Score -391315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -391317.468750 Penalty: 2634.028809
	Iteration 26Q: 3 clusters Score -391317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -391318.500000 Penalty: 2634.028809
	Iteration 27Q: 3 clusters Score -391318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -391320.468750 Penalty: 2634.028809
	Iteration 28Q: 3 clusters Score -391320.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -391320.468750 Penalty: 2634.028809
	Iteration 29F: 3 clusters Score -391320.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Entering Unmasked Estep 
Score: -2161065.250000 Penalty: 1579.790161
	Iteration 0F: 2 clusters Score -2161065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2149643.750000 Penalty: 3159.580322
	Iteration 0F: 3 clusters Score -2149644 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2153725.500000 Penalty: 3159.580322
	Iteration 1F: 3 clusters Score -2153726 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2154050.000000 Penalty: 3159.580322
	Iteration 2F: 3 clusters Score -2154050 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2154347.500000 Penalty: 3159.580322
	Iteration 3Q: 3 clusters Score -2154348 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2154655.250000 Penalty: 3159.580322
	Iteration 4Q: 3 clusters Score -2154655 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2154975.750000 Penalty: 3159.580322
	Iteration 5Q: 3 clusters Score -2154976 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2155328.500000 Penalty: 3159.580322
	Iteration 6Q: 3 clusters Score -2155328 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2155785.500000 Penalty: 3159.580322
	Iteration 7Q: 3 clusters Score -2155786 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2156411.500000 Penalty: 3159.580322
	Iteration 8F: 3 clusters Score -2156412 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2157033.250000 Penalty: 3159.580322
	Iteration 9F: 3 clusters Score -2157033 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2157506.750000 Penalty: 3159.580322
	Iteration 10Q: 3 clusters Score -2157507 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2157796.000000 Penalty: 3159.580322
	Iteration 11Q: 3 clusters Score -2157796 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2157968.000000 Penalty: 3159.580322
	Iteration 12Q: 3 clusters Score -2157968 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2158116.250000 Penalty: 3159.580322
	Iteration 13Q: 3 clusters Score -2158116 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2158222.500000 Penalty: 3159.580322
	Iteration 14Q: 3 clusters Score -2158222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2158299.750000 Penalty: 3159.580322
	Iteration 15Q: 3 clusters Score -2158300 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2158357.000000 Penalty: 3159.580322
	Iteration 16Q: 3 clusters Score -2158357 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2158394.000000 Penalty: 3159.580322
	Iteration 17Q: 3 clusters Score -2158394 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2158429.000000 Penalty: 3159.580322
	Iteration 18Q: 3 clusters Score -2158429 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2158463.500000 Penalty: 3159.580322
	Iteration 19Q: 3 clusters Score -2158464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -2158490.000000 Penalty: 3159.580322
	Iteration 20F: 3 clusters Score -2158490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2158513.750000 Penalty: 3159.580322
	Iteration 21Q: 3 clusters Score -2158514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2158533.500000 Penalty: 3159.580322
	Iteration 22Q: 3 clusters Score -2158534 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2158543.750000 Penalty: 3159.580322
	Iteration 23Q: 3 clusters Score -2158544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2158562.500000 Penalty: 3159.580322
	Iteration 24Q: 3 clusters Score -2158562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2158578.250000 Penalty: 3159.580322
	Iteration 25Q: 3 clusters Score -2158578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2158595.250000 Penalty: 3159.580322
	Iteration 26Q: 3 clusters Score -2158595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2158604.250000 Penalty: 3159.580322
	Iteration 27Q: 3 clusters Score -2158604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2158613.000000 Penalty: 3159.580322
	Iteration 28Q: 3 clusters Score -2158613 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2158619.250000 Penalty: 3159.580322
	Iteration 29Q: 3 clusters Score -2158619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2158631.750000 Penalty: 3159.580322
	Iteration 30Q: 3 clusters Score -2158632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2158640.000000 Penalty: 3159.580322
	Iteration 31Q: 3 clusters Score -2158640 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2158658.750000 Penalty: 3159.580322
	Iteration 32Q: 3 clusters Score -2158659 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2158669.750000 Penalty: 3159.580322
	Iteration 33Q: 3 clusters Score -2158670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2158679.250000 Penalty: 3159.580322
	Iteration 34Q: 3 clusters Score -2158679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2158678.750000 Penalty: 3159.580322
	Iteration 35Q: 3 clusters Score -2158679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2158686.750000 Penalty: 3159.580322
	Iteration 36Q: 3 clusters Score -2158687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2158693.500000 Penalty: 3159.580322
	Iteration 37Q: 3 clusters Score -2158694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2158694.500000 Penalty: 3159.580322
	Iteration 38Q: 3 clusters Score -2158694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2158701.250000 Penalty: 3159.580322
	Iteration 39Q: 3 clusters Score -2158701 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2158706.000000 Penalty: 3159.580322
	Iteration 40F: 3 clusters Score -2158706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2158708.250000 Penalty: 3159.580322
	Iteration 41Q: 3 clusters Score -2158708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2158718.750000 Penalty: 3159.580322
	Iteration 42Q: 3 clusters Score -2158719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2158722.000000 Penalty: 3159.580322
	Iteration 43Q: 3 clusters Score -2158722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2158729.750000 Penalty: 3159.580322
	Iteration 44Q: 3 clusters Score -2158730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2158734.500000 Penalty: 3159.580322
	Iteration 45Q: 3 clusters Score -2158734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2158738.250000 Penalty: 3159.580322
	Iteration 46Q: 3 clusters Score -2158738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2158741.500000 Penalty: 3159.580322
	Iteration 47Q: 3 clusters Score -2158742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2158746.500000 Penalty: 3159.580322
	Iteration 48Q: 3 clusters Score -2158746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2158748.500000 Penalty: 3159.580322
	Iteration 49Q: 3 clusters Score -2158748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2158757.750000 Penalty: 3159.580322
	Iteration 50Q: 3 clusters Score -2158758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2158765.250000 Penalty: 3159.580322
	Iteration 51Q: 3 clusters Score -2158765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2158776.750000 Penalty: 3159.580322
	Iteration 52Q: 3 clusters Score -2158777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2158789.500000 Penalty: 3159.580322
	Iteration 53Q: 3 clusters Score -2158790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2158787.000000 Penalty: 3159.580322
	Iteration 54Q: 3 clusters Score -2158787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2158789.750000 Penalty: 3159.580322
	Iteration 55Q: 3 clusters Score -2158790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2158795.500000 Penalty: 3159.580322
	Iteration 56Q: 3 clusters Score -2158796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2158800.750000 Penalty: 3159.580322
	Iteration 57Q: 3 clusters Score -2158801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2158814.750000 Penalty: 3159.580322
	Iteration 58Q: 3 clusters Score -2158815 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2158816.750000 Penalty: 3159.580322
	Iteration 59Q: 3 clusters Score -2158817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2158824.250000 Penalty: 3159.580322
	Iteration 60F: 3 clusters Score -2158824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2158829.250000 Penalty: 3159.580322
	Iteration 61Q: 3 clusters Score -2158829 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2158840.000000 Penalty: 3159.580322
	Iteration 62Q: 3 clusters Score -2158840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2158844.250000 Penalty: 3159.580322
	Iteration 63Q: 3 clusters Score -2158844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2158854.500000 Penalty: 3159.580322
	Iteration 64Q: 3 clusters Score -2158854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2158864.250000 Penalty: 3159.580322
	Iteration 65Q: 3 clusters Score -2158864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2158871.750000 Penalty: 3159.580322
	Iteration 66Q: 3 clusters Score -2158872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2158869.000000 Penalty: 3159.580322
	Iteration 67Q: 3 clusters Score -2158869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2158876.750000 Penalty: 3159.580322
	Iteration 68Q: 3 clusters Score -2158877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2158881.250000 Penalty: 3159.580322
	Iteration 69Q: 3 clusters Score -2158881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2158890.500000 Penalty: 3159.580322
	Iteration 70Q: 3 clusters Score -2158890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2158899.750000 Penalty: 3159.580322
	Iteration 71Q: 3 clusters Score -2158900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2158919.750000 Penalty: 3159.580322
	Iteration 72Q: 3 clusters Score -2158920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2158935.750000 Penalty: 3159.580322
	Iteration 73Q: 3 clusters Score -2158936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2158952.000000 Penalty: 3159.580322
	Iteration 74Q: 3 clusters Score -2158952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2158963.500000 Penalty: 3159.580322
	Iteration 75Q: 3 clusters Score -2158964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2158979.500000 Penalty: 3159.580322
	Iteration 76Q: 3 clusters Score -2158980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2158994.750000 Penalty: 3159.580322
	Iteration 77Q: 3 clusters Score -2158995 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2159015.500000 Penalty: 3159.580322
	Iteration 78Q: 3 clusters Score -2159016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2159028.500000 Penalty: 3159.580322
	Iteration 79Q: 3 clusters Score -2159028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2159043.250000 Penalty: 3159.580322
	Iteration 80F: 3 clusters Score -2159043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2159055.500000 Penalty: 3159.580322
	Iteration 81Q: 3 clusters Score -2159056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2159074.250000 Penalty: 3159.580322
	Iteration 82Q: 3 clusters Score -2159074 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2159094.500000 Penalty: 3159.580322
	Iteration 83Q: 3 clusters Score -2159094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2159117.000000 Penalty: 3159.580322
	Iteration 84Q: 3 clusters Score -2159117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2159135.500000 Penalty: 3159.580322
	Iteration 85Q: 3 clusters Score -2159136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2159151.750000 Penalty: 3159.580322
	Iteration 86Q: 3 clusters Score -2159152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2159166.750000 Penalty: 3159.580322
	Iteration 87Q: 3 clusters Score -2159167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2159182.250000 Penalty: 3159.580322
	Iteration 88Q: 3 clusters Score -2159182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2159193.000000 Penalty: 3159.580322
	Iteration 89Q: 3 clusters Score -2159193 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2159211.750000 Penalty: 3159.580322
	Iteration 90Q: 3 clusters Score -2159212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2159218.750000 Penalty: 3159.580322
	Iteration 91Q: 3 clusters Score -2159219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2159235.250000 Penalty: 3159.580322
	Iteration 92Q: 3 clusters Score -2159235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2159248.000000 Penalty: 3159.580322
	Iteration 93Q: 3 clusters Score -2159248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2159259.750000 Penalty: 3159.580322
	Iteration 94Q: 3 clusters Score -2159260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2159265.250000 Penalty: 3159.580322
	Iteration 95Q: 3 clusters Score -2159265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2159278.000000 Penalty: 3159.580322
	Iteration 96Q: 3 clusters Score -2159278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2159290.750000 Penalty: 3159.580322
	Iteration 97Q: 3 clusters Score -2159291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2159300.000000 Penalty: 3159.580322
	Iteration 98Q: 3 clusters Score -2159300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2159307.750000 Penalty: 3159.580322
	Iteration 99Q: 3 clusters Score -2159308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2159319.750000 Penalty: 3159.580322
	Iteration 100F: 3 clusters Score -2159320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2159340.250000 Penalty: 3159.580322
	Iteration 101Q: 3 clusters Score -2159340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2159359.000000 Penalty: 3159.580322
	Iteration 102Q: 3 clusters Score -2159359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2159373.250000 Penalty: 3159.580322
	Iteration 103Q: 3 clusters Score -2159373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2159388.250000 Penalty: 3159.580322
	Iteration 104Q: 3 clusters Score -2159388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2159400.250000 Penalty: 3159.580322
	Iteration 105Q: 3 clusters Score -2159400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2159417.750000 Penalty: 3159.580322
	Iteration 106Q: 3 clusters Score -2159418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2159441.000000 Penalty: 3159.580322
	Iteration 107Q: 3 clusters Score -2159441 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2159462.750000 Penalty: 3159.580322
	Iteration 108Q: 3 clusters Score -2159463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2159477.250000 Penalty: 3159.580322
	Iteration 109Q: 3 clusters Score -2159477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2159502.500000 Penalty: 3159.580322
	Iteration 110Q: 3 clusters Score -2159502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2159524.750000 Penalty: 3159.580322
	Iteration 111Q: 3 clusters Score -2159525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2159552.250000 Penalty: 3159.580322
	Iteration 112Q: 3 clusters Score -2159552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2159568.250000 Penalty: 3159.580322
	Iteration 113Q: 3 clusters Score -2159568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2159576.500000 Penalty: 3159.580322
	Iteration 114Q: 3 clusters Score -2159576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2159584.500000 Penalty: 3159.580322
	Iteration 115Q: 3 clusters Score -2159584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2159591.000000 Penalty: 3159.580322
	Iteration 116Q: 3 clusters Score -2159591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2159597.250000 Penalty: 3159.580322
	Iteration 117Q: 3 clusters Score -2159597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2159596.750000 Penalty: 3159.580322
	Iteration 118Q: 3 clusters Score -2159597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2159603.000000 Penalty: 3159.580322
	Iteration 119Q: 3 clusters Score -2159603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2159608.750000 Penalty: 3159.580322
	Iteration 120F: 3 clusters Score -2159609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2159616.250000 Penalty: 3159.580322
	Iteration 121Q: 3 clusters Score -2159616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2159620.750000 Penalty: 3159.580322
	Iteration 122Q: 3 clusters Score -2159621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2159622.750000 Penalty: 3159.580322
	Iteration 123Q: 3 clusters Score -2159623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2159626.250000 Penalty: 3159.580322
	Iteration 124Q: 3 clusters Score -2159626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2159634.000000 Penalty: 3159.580322
	Iteration 125Q: 3 clusters Score -2159634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2159636.250000 Penalty: 3159.580322
	Iteration 126Q: 3 clusters Score -2159636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2159640.250000 Penalty: 3159.580322
	Iteration 127Q: 3 clusters Score -2159640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2159643.000000 Penalty: 3159.580322
	Iteration 128Q: 3 clusters Score -2159643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2159643.250000 Penalty: 3159.580322
	Iteration 129Q: 3 clusters Score -2159643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2159651.250000 Penalty: 3159.580322
	Iteration 130Q: 3 clusters Score -2159651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2159657.250000 Penalty: 3159.580322
	Iteration 131Q: 3 clusters Score -2159657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2159658.500000 Penalty: 3159.580322
	Iteration 132Q: 3 clusters Score -2159658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2159658.250000 Penalty: 3159.580322
	Iteration 133Q: 3 clusters Score -2159658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2159657.500000 Penalty: 3159.580322
	Iteration 134Q: 3 clusters Score -2159658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2159655.500000 Penalty: 3159.580322
	Iteration 135Q: 3 clusters Score -2159656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2159662.250000 Penalty: 3159.580322
	Iteration 136Q: 3 clusters Score -2159662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2159664.750000 Penalty: 3159.580322
	Iteration 137Q: 3 clusters Score -2159665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2159662.500000 Penalty: 3159.580322
	Iteration 138Q: 3 clusters Score -2159662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2159671.000000 Penalty: 3159.580322
	Iteration 139Q: 3 clusters Score -2159671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2159675.250000 Penalty: 3159.580322
	Iteration 140F: 3 clusters Score -2159675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2159677.750000 Penalty: 3159.580322
	Iteration 141Q: 3 clusters Score -2159678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2159679.750000 Penalty: 3159.580322
	Iteration 142Q: 3 clusters Score -2159680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2159678.750000 Penalty: 3159.580322
	Iteration 143Q: 3 clusters Score -2159679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2159682.750000 Penalty: 3159.580322
	Iteration 144Q: 3 clusters Score -2159683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2159682.500000 Penalty: 3159.580322
	Iteration 145Q: 3 clusters Score -2159682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2159685.000000 Penalty: 3159.580322
	Iteration 146Q: 3 clusters Score -2159685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2159688.750000 Penalty: 3159.580322
	Iteration 147Q: 3 clusters Score -2159689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2159688.750000 Penalty: 3159.580322
	Iteration 148Q: 3 clusters Score -2159689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2159688.750000 Penalty: 3159.580322
	Iteration 149F: 3 clusters Score -2159689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Entering Unmasked Estep 
Score: -2165867.750000 Penalty: 1579.877808
	Iteration 0F: 2 clusters Score -2165868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2154386.000000 Penalty: 3159.755615
	Iteration 0F: 3 clusters Score -2154386 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2158307.500000 Penalty: 3159.755615
	Iteration 1F: 3 clusters Score -2158308 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2158560.500000 Penalty: 3159.755615
	Iteration 2Q: 3 clusters Score -2158560 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2158786.250000 Penalty: 3159.755615
	Iteration 3Q: 3 clusters Score -2158786 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2158962.250000 Penalty: 3159.755615
	Iteration 4Q: 3 clusters Score -2158962 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2159111.250000 Penalty: 3159.755615
	Iteration 5Q: 3 clusters Score -2159111 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2159244.250000 Penalty: 3159.755615
	Iteration 6Q: 3 clusters Score -2159244 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2159392.250000 Penalty: 3159.755615
	Iteration 7Q: 3 clusters Score -2159392 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2159579.000000 Penalty: 3159.755615
	Iteration 8Q: 3 clusters Score -2159579 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2159799.750000 Penalty: 3159.755615
	Iteration 9Q: 3 clusters Score -2159800 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2160116.250000 Penalty: 3159.755615
	Iteration 10Q: 3 clusters Score -2160116 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2160565.250000 Penalty: 3159.755615
	Iteration 11Q: 3 clusters Score -2160565 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2161136.500000 Penalty: 3159.755615
	Iteration 12F: 3 clusters Score -2161136 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2161845.500000 Penalty: 3159.755615
	Iteration 13F: 3 clusters Score -2161846 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2162563.500000 Penalty: 3159.755615
	Iteration 14F: 3 clusters Score -2162564 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2163254.750000 Penalty: 3159.755615
	Iteration 15Q: 3 clusters Score -2163255 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2163708.250000 Penalty: 3159.755615
	Iteration 16Q: 3 clusters Score -2163708 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2164013.250000 Penalty: 3159.755615
	Iteration 17Q: 3 clusters Score -2164013 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2164189.250000 Penalty: 3159.755615
	Iteration 18Q: 3 clusters Score -2164189 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2164296.250000 Penalty: 3159.755615
	Iteration 19Q: 3 clusters Score -2164296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2164336.500000 Penalty: 3159.755615
	Iteration 20F: 3 clusters Score -2164336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2164372.750000 Penalty: 3159.755615
	Iteration 21Q: 3 clusters Score -2164373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2164401.500000 Penalty: 3159.755615
	Iteration 22Q: 3 clusters Score -2164402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2164429.500000 Penalty: 3159.755615
	Iteration 23Q: 3 clusters Score -2164430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2164453.500000 Penalty: 3159.755615
	Iteration 24Q: 3 clusters Score -2164454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2164469.500000 Penalty: 3159.755615
	Iteration 25Q: 3 clusters Score -2164470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2164477.500000 Penalty: 3159.755615
	Iteration 26Q: 3 clusters Score -2164478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2164484.750000 Penalty: 3159.755615
	Iteration 27Q: 3 clusters Score -2164485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2164489.750000 Penalty: 3159.755615
	Iteration 28Q: 3 clusters Score -2164490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2164491.750000 Penalty: 3159.755615
	Iteration 29Q: 3 clusters Score -2164492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2164493.750000 Penalty: 3159.755615
	Iteration 30Q: 3 clusters Score -2164494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2164493.750000 Penalty: 3159.755615
	Iteration 31F: 3 clusters Score -2164494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -1667124.500000 Penalty: 1536.934692
	Iteration 0F: 2 clusters Score -1667124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1658121.375000 Penalty: 3073.869385
	Iteration 0F: 3 clusters Score -1658121 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1661151.125000 Penalty: 3073.869385
	Iteration 1F: 3 clusters Score -1661151 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1661446.375000 Penalty: 3073.869385
	Iteration 2F: 3 clusters Score -1661446 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1661717.250000 Penalty: 3073.869385
	Iteration 3Q: 3 clusters Score -1661717 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1661935.750000 Penalty: 3073.869385
	Iteration 4Q: 3 clusters Score -1661936 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1662127.875000 Penalty: 3073.869385
	Iteration 5Q: 3 clusters Score -1662128 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1662299.500000 Penalty: 3073.869385
	Iteration 6Q: 3 clusters Score -1662300 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1662473.875000 Penalty: 3073.869385
	Iteration 7Q: 3 clusters Score -1662474 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1662645.375000 Penalty: 3073.869385
	Iteration 8Q: 3 clusters Score -1662645 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1662837.875000 Penalty: 3073.869385
	Iteration 9Q: 3 clusters Score -1662838 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1663075.750000 Penalty: 3073.869385
	Iteration 10Q: 3 clusters Score -1663076 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1663325.250000 Penalty: 3073.869385
	Iteration 11Q: 3 clusters Score -1663325 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1663626.875000 Penalty: 3073.869385
	Iteration 12Q: 3 clusters Score -1663627 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1663936.750000 Penalty: 3073.869385
	Iteration 13Q: 3 clusters Score -1663937 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1664185.250000 Penalty: 3073.869385
	Iteration 14Q: 3 clusters Score -1664185 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1664392.000000 Penalty: 3073.869385
	Iteration 15Q: 3 clusters Score -1664392 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1664520.125000 Penalty: 3073.869385
	Iteration 16Q: 3 clusters Score -1664520 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1664596.875000 Penalty: 3073.869385
	Iteration 17Q: 3 clusters Score -1664597 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1664653.000000 Penalty: 3073.869385
	Iteration 18Q: 3 clusters Score -1664653 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1664692.625000 Penalty: 3073.869385
	Iteration 19Q: 3 clusters Score -1664693 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1664730.875000 Penalty: 3073.869385
	Iteration 20F: 3 clusters Score -1664731 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1664765.250000 Penalty: 3073.869385
	Iteration 21Q: 3 clusters Score -1664765 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1664793.125000 Penalty: 3073.869385
	Iteration 22Q: 3 clusters Score -1664793 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1664822.000000 Penalty: 3073.869385
	Iteration 23Q: 3 clusters Score -1664822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1664856.000000 Penalty: 3073.869385
	Iteration 24Q: 3 clusters Score -1664856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1664876.125000 Penalty: 3073.869385
	Iteration 25Q: 3 clusters Score -1664876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1664900.750000 Penalty: 3073.869385
	Iteration 26Q: 3 clusters Score -1664901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1664927.000000 Penalty: 3073.869385
	Iteration 27Q: 3 clusters Score -1664927 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1664960.000000 Penalty: 3073.869385
	Iteration 28Q: 3 clusters Score -1664960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1664977.000000 Penalty: 3073.869385
	Iteration 29Q: 3 clusters Score -1664977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1664989.500000 Penalty: 3073.869385
	Iteration 30Q: 3 clusters Score -1664990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1665009.250000 Penalty: 3073.869385
	Iteration 31Q: 3 clusters Score -1665009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1665035.875000 Penalty: 3073.869385
	Iteration 32Q: 3 clusters Score -1665036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1665063.625000 Penalty: 3073.869385
	Iteration 33Q: 3 clusters Score -1665064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1665089.375000 Penalty: 3073.869385
	Iteration 34Q: 3 clusters Score -1665089 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1665103.250000 Penalty: 3073.869385
	Iteration 35Q: 3 clusters Score -1665103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1665117.625000 Penalty: 3073.869385
	Iteration 36Q: 3 clusters Score -1665118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1665139.500000 Penalty: 3073.869385
	Iteration 37Q: 3 clusters Score -1665140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1665154.625000 Penalty: 3073.869385
	Iteration 38Q: 3 clusters Score -1665155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1665176.000000 Penalty: 3073.869385
	Iteration 39Q: 3 clusters Score -1665176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1665191.125000 Penalty: 3073.869385
	Iteration 40F: 3 clusters Score -1665191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1665204.500000 Penalty: 3073.869385
	Iteration 41Q: 3 clusters Score -1665204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1665226.750000 Penalty: 3073.869385
	Iteration 42Q: 3 clusters Score -1665227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1665245.500000 Penalty: 3073.869385
	Iteration 43Q: 3 clusters Score -1665246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1665264.625000 Penalty: 3073.869385
	Iteration 44Q: 3 clusters Score -1665265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1665284.750000 Penalty: 3073.869385
	Iteration 45Q: 3 clusters Score -1665285 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1665306.625000 Penalty: 3073.869385
	Iteration 46Q: 3 clusters Score -1665307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1665336.125000 Penalty: 3073.869385
	Iteration 47Q: 3 clusters Score -1665336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1665365.125000 Penalty: 3073.869385
	Iteration 48Q: 3 clusters Score -1665365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1665391.500000 Penalty: 3073.869385
	Iteration 49Q: 3 clusters Score -1665392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1665427.500000 Penalty: 3073.869385
	Iteration 50Q: 3 clusters Score -1665428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1665453.750000 Penalty: 3073.869385
	Iteration 51Q: 3 clusters Score -1665454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1665479.125000 Penalty: 3073.869385
	Iteration 52Q: 3 clusters Score -1665479 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1665511.625000 Penalty: 3073.869385
	Iteration 53Q: 3 clusters Score -1665512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1665535.875000 Penalty: 3073.869385
	Iteration 54Q: 3 clusters Score -1665536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1665565.500000 Penalty: 3073.869385
	Iteration 55Q: 3 clusters Score -1665566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1665591.000000 Penalty: 3073.869385
	Iteration 56Q: 3 clusters Score -1665591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1665615.000000 Penalty: 3073.869385
	Iteration 57Q: 3 clusters Score -1665615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1665640.375000 Penalty: 3073.869385
	Iteration 58Q: 3 clusters Score -1665640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1665665.125000 Penalty: 3073.869385
	Iteration 59Q: 3 clusters Score -1665665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1665683.125000 Penalty: 3073.869385
	Iteration 60F: 3 clusters Score -1665683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1665703.125000 Penalty: 3073.869385
	Iteration 61Q: 3 clusters Score -1665703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1665720.125000 Penalty: 3073.869385
	Iteration 62Q: 3 clusters Score -1665720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1665728.875000 Penalty: 3073.869385
	Iteration 63Q: 3 clusters Score -1665729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1665740.875000 Penalty: 3073.869385
	Iteration 64Q: 3 clusters Score -1665741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1665745.375000 Penalty: 3073.869385
	Iteration 65Q: 3 clusters Score -1665745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1665748.250000 Penalty: 3073.869385
	Iteration 66Q: 3 clusters Score -1665748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1665753.125000 Penalty: 3073.869385
	Iteration 67Q: 3 clusters Score -1665753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1665755.875000 Penalty: 3073.869385
	Iteration 68Q: 3 clusters Score -1665756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1665759.750000 Penalty: 3073.869385
	Iteration 69Q: 3 clusters Score -1665760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1665763.750000 Penalty: 3073.869385
	Iteration 70Q: 3 clusters Score -1665764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1665766.250000 Penalty: 3073.869385
	Iteration 71Q: 3 clusters Score -1665766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1665766.250000 Penalty: 3073.869385
	Iteration 72Q: 3 clusters Score -1665766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1665770.875000 Penalty: 3073.869385
	Iteration 73Q: 3 clusters Score -1665771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1665774.625000 Penalty: 3073.869385
	Iteration 74Q: 3 clusters Score -1665775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1665776.750000 Penalty: 3073.869385
	Iteration 75Q: 3 clusters Score -1665777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1665782.750000 Penalty: 3073.869385
	Iteration 76Q: 3 clusters Score -1665783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1665785.500000 Penalty: 3073.869385
	Iteration 77Q: 3 clusters Score -1665786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1665789.875000 Penalty: 3073.869385
	Iteration 78Q: 3 clusters Score -1665790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1665793.375000 Penalty: 3073.869385
	Iteration 79Q: 3 clusters Score -1665793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1665798.875000 Penalty: 3073.869385
	Iteration 80F: 3 clusters Score -1665799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1665799.625000 Penalty: 3073.869385
	Iteration 81Q: 3 clusters Score -1665800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1665799.625000 Penalty: 3073.869385
	Iteration 82F: 3 clusters Score -1665800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -138506.828125 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -138506.8 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 550 members 
Entering Unmasked Estep 
Score: -136986.531250 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -136986.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137277.015625 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -137277 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137386.750000 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -137386.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137457.187500 Penalty: 2281.271484
	Iteration 3F: 3 clusters Score -137457.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137515.093750 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -137515.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137554.984375 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -137555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137591.250000 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -137591.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137604.359375 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -137604.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137614.296875 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -137614.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137624.968750 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -137625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137639.984375 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -137640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137655.953125 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -137656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137678.343750 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -137678.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137704.125000 Penalty: 2281.271484
	Iteration 13Q: 3 clusters Score -137704.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137725.109375 Penalty: 2281.271484
	Iteration 14Q: 3 clusters Score -137725.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137750.968750 Penalty: 2281.271484
	Iteration 15Q: 3 clusters Score -137751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137784.531250 Penalty: 2281.271484
	Iteration 16Q: 3 clusters Score -137784.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -137809.656250 Penalty: 2281.271484
	Iteration 17Q: 3 clusters Score -137809.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -137836.531250 Penalty: 2281.271484
	Iteration 18Q: 3 clusters Score -137836.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -137859.218750 Penalty: 2281.271484
	Iteration 19Q: 3 clusters Score -137859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137873.687500 Penalty: 2281.271484
	Iteration 20F: 3 clusters Score -137873.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137895.281250 Penalty: 2281.271484
	Iteration 21Q: 3 clusters Score -137895.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137925.687500 Penalty: 2281.271484
	Iteration 22Q: 3 clusters Score -137925.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137962.984375 Penalty: 2281.271484
	Iteration 23Q: 3 clusters Score -137963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137994.625000 Penalty: 2281.271484
	Iteration 24Q: 3 clusters Score -137994.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138007.718750 Penalty: 2281.271484
	Iteration 25Q: 3 clusters Score -138007.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -138015.281250 Penalty: 2281.271484
	Iteration 26Q: 3 clusters Score -138015.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -138022.343750 Penalty: 2281.271484
	Iteration 27Q: 3 clusters Score -138022.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -138029.421875 Penalty: 2281.271484
	Iteration 28Q: 3 clusters Score -138029.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -138039.093750 Penalty: 2281.271484
	Iteration 29Q: 3 clusters Score -138039.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138058.937500 Penalty: 2281.271484
	Iteration 30Q: 3 clusters Score -138058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -138067.937500 Penalty: 2281.271484
	Iteration 31Q: 3 clusters Score -138067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -138074.421875 Penalty: 2281.271484
	Iteration 32Q: 3 clusters Score -138074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138078.843750 Penalty: 2281.271484
	Iteration 33Q: 3 clusters Score -138078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -138078.843750 Penalty: 2281.271484
	Iteration 34F: 3 clusters Score -138078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -809673.500000 Penalty: 1424.867920
	Iteration 0F: 2 clusters Score -809673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -804828.437500 Penalty: 2849.735840
	Iteration 0F: 3 clusters Score -804828.4 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -806225.375000 Penalty: 2849.735840
	Iteration 1F: 3 clusters Score -806225.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -806451.187500 Penalty: 2849.735840
	Iteration 2F: 3 clusters Score -806451.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -806587.562500 Penalty: 2849.735840
	Iteration 3F: 3 clusters Score -806587.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -806694.562500 Penalty: 2849.735840
	Iteration 4Q: 3 clusters Score -806694.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -806780.937500 Penalty: 2849.735840
	Iteration 5Q: 3 clusters Score -806780.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -806850.937500 Penalty: 2849.735840
	Iteration 6Q: 3 clusters Score -806850.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -806912.250000 Penalty: 2849.735840
	Iteration 7Q: 3 clusters Score -806912.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -806971.687500 Penalty: 2849.735840
	Iteration 8Q: 3 clusters Score -806971.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -807028.000000 Penalty: 2849.735840
	Iteration 9Q: 3 clusters Score -807028 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -807087.500000 Penalty: 2849.735840
	Iteration 10Q: 3 clusters Score -807087.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -807166.187500 Penalty: 2849.735840
	Iteration 11Q: 3 clusters Score -807166.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -807241.500000 Penalty: 2849.735840
	Iteration 12Q: 3 clusters Score -807241.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -807330.875000 Penalty: 2849.735840
	Iteration 13Q: 3 clusters Score -807330.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -807442.812500 Penalty: 2849.735840
	Iteration 14Q: 3 clusters Score -807442.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -807569.375000 Penalty: 2849.735840
	Iteration 15Q: 3 clusters Score -807569.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -807704.125000 Penalty: 2849.735840
	Iteration 16Q: 3 clusters Score -807704.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -807821.437500 Penalty: 2849.735840
	Iteration 17Q: 3 clusters Score -807821.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -807954.562500 Penalty: 2849.735840
	Iteration 18Q: 3 clusters Score -807954.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -808089.125000 Penalty: 2849.735840
	Iteration 19Q: 3 clusters Score -808089.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -808186.750000 Penalty: 2849.735840
	Iteration 20F: 3 clusters Score -808186.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -808258.500000 Penalty: 2849.735840
	Iteration 21Q: 3 clusters Score -808258.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -808317.187500 Penalty: 2849.735840
	Iteration 22Q: 3 clusters Score -808317.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -808363.812500 Penalty: 2849.735840
	Iteration 23Q: 3 clusters Score -808363.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -808411.625000 Penalty: 2849.735840
	Iteration 24Q: 3 clusters Score -808411.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -808449.500000 Penalty: 2849.735840
	Iteration 25Q: 3 clusters Score -808449.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -808478.937500 Penalty: 2849.735840
	Iteration 26Q: 3 clusters Score -808478.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -808504.437500 Penalty: 2849.735840
	Iteration 27Q: 3 clusters Score -808504.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -808527.687500 Penalty: 2849.735840
	Iteration 28Q: 3 clusters Score -808527.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -808541.500000 Penalty: 2849.735840
	Iteration 29Q: 3 clusters Score -808541.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -808556.000000 Penalty: 2849.735840
	Iteration 30Q: 3 clusters Score -808556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -808565.187500 Penalty: 2849.735840
	Iteration 31Q: 3 clusters Score -808565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -808576.187500 Penalty: 2849.735840
	Iteration 32Q: 3 clusters Score -808576.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -808579.625000 Penalty: 2849.735840
	Iteration 33Q: 3 clusters Score -808579.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -808583.375000 Penalty: 2849.735840
	Iteration 34Q: 3 clusters Score -808583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -808584.750000 Penalty: 2849.735840
	Iteration 35Q: 3 clusters Score -808584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -808587.750000 Penalty: 2849.735840
	Iteration 36Q: 3 clusters Score -808587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -808587.812500 Penalty: 2849.735840
	Iteration 37Q: 3 clusters Score -808587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -808587.812500 Penalty: 2849.735840
	Iteration 38Q: 3 clusters Score -808587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -808591.687500 Penalty: 2849.735840
	Iteration 39Q: 3 clusters Score -808591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -808592.937500 Penalty: 2849.735840
	Iteration 40F: 3 clusters Score -808592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -808594.625000 Penalty: 2849.735840
	Iteration 41Q: 3 clusters Score -808594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -808595.625000 Penalty: 2849.735840
	Iteration 42Q: 3 clusters Score -808595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -808595.625000 Penalty: 2849.735840
	Iteration 43F: 3 clusters Score -808595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (85290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Entering Unmasked Estep 
Score: -10925891.000000 Penalty: 1844.994507
	Iteration 0F: 2 clusters Score -1.092589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -10869114.000000 Penalty: 3689.989014
	Iteration 0F: 3 clusters Score -1.086911e+07 nChanged 40926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -10893081.000000 Penalty: 3689.989014
	Iteration 1F: 3 clusters Score -1.089308e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -10893913.000000 Penalty: 3689.989014
	Iteration 2Q: 3 clusters Score -1.089391e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -10894864.000000 Penalty: 3689.989014
	Iteration 3Q: 3 clusters Score -1.089486e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48763 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -10896382.000000 Penalty: 3689.989014
	Iteration 4Q: 3 clusters Score -1.089638e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -10898458.000000 Penalty: 3689.989014
	Iteration 5F: 3 clusters Score -1.089846e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56080 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -10901478.000000 Penalty: 3689.989014
	Iteration 6F: 3 clusters Score -1.090148e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -10905069.000000 Penalty: 3689.989014
	Iteration 7F: 3 clusters Score -1.090507e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -10909138.000000 Penalty: 3689.989014
	Iteration 8F: 3 clusters Score -1.090914e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -10913177.000000 Penalty: 3689.989014
	Iteration 9F: 3 clusters Score -1.091318e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -10916854.000000 Penalty: 3689.989014
	Iteration 10F: 3 clusters Score -1.091685e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -10919871.000000 Penalty: 3689.989014
	Iteration 11Q: 3 clusters Score -1.091987e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10921946.000000 Penalty: 3689.989014
	Iteration 12Q: 3 clusters Score -1.092195e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83844 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10923233.000000 Penalty: 3689.989014
	Iteration 13Q: 3 clusters Score -1.092323e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10923771.000000 Penalty: 3689.989014
	Iteration 14Q: 3 clusters Score -1.092377e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10924018.000000 Penalty: 3689.989014
	Iteration 15Q: 3 clusters Score -1.092402e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10924155.000000 Penalty: 3689.989014
	Iteration 16Q: 3 clusters Score -1.092416e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84983 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10924213.000000 Penalty: 3689.989014
	Iteration 17Q: 3 clusters Score -1.092421e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10924257.000000 Penalty: 3689.989014
	Iteration 18Q: 3 clusters Score -1.092426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85027 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10924272.000000 Penalty: 3689.989014
	Iteration 19Q: 3 clusters Score -1.092427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10924286.000000 Penalty: 3689.989014
	Iteration 20F: 3 clusters Score -1.092429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85043 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10924299.000000 Penalty: 3689.989014
	Iteration 21Q: 3 clusters Score -1.09243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85048 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10924305.000000 Penalty: 3689.989014
	Iteration 22Q: 3 clusters Score -1.09243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85050 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10924302.000000 Penalty: 3689.989014
	Iteration 23Q: 3 clusters Score -1.09243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10924301.000000 Penalty: 3689.989014
	Iteration 24Q: 3 clusters Score -1.09243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85053 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10924303.000000 Penalty: 3689.989014
	Iteration 25Q: 3 clusters Score -1.09243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10924315.000000 Penalty: 3689.989014
	Iteration 26Q: 3 clusters Score -1.092432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10924311.000000 Penalty: 3689.989014
	Iteration 27Q: 3 clusters Score -1.092431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85055 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10924317.000000 Penalty: 3689.989014
	Iteration 28Q: 3 clusters Score -1.092432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10924319.000000 Penalty: 3689.989014
	Iteration 29Q: 3 clusters Score -1.092432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85056 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10924319.000000 Penalty: 3689.989014
	Iteration 30F: 3 clusters Score -1.092432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -158381.140625 Penalty: 1165.144409
	Iteration 0F: 2 clusters Score -158381.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156720.328125 Penalty: 2330.288818
	Iteration 0F: 3 clusters Score -156720.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -157012.718750 Penalty: 2330.288818
	Iteration 1F: 3 clusters Score -157012.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -157078.093750 Penalty: 2330.288818
	Iteration 2F: 3 clusters Score -157078.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -157124.078125 Penalty: 2330.288818
	Iteration 3Q: 3 clusters Score -157124.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157151.812500 Penalty: 2330.288818
	Iteration 4Q: 3 clusters Score -157151.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157167.078125 Penalty: 2330.288818
	Iteration 5Q: 3 clusters Score -157167.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157174.734375 Penalty: 2330.288818
	Iteration 6Q: 3 clusters Score -157174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -157181.625000 Penalty: 2330.288818
	Iteration 7Q: 3 clusters Score -157181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -157191.625000 Penalty: 2330.288818
	Iteration 8Q: 3 clusters Score -157191.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157195.781250 Penalty: 2330.288818
	Iteration 9Q: 3 clusters Score -157195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -157199.546875 Penalty: 2330.288818
	Iteration 10Q: 3 clusters Score -157199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -157207.796875 Penalty: 2330.288818
	Iteration 11Q: 3 clusters Score -157207.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -157214.093750 Penalty: 2330.288818
	Iteration 12Q: 3 clusters Score -157214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157217.593750 Penalty: 2330.288818
	Iteration 13Q: 3 clusters Score -157217.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -157220.609375 Penalty: 2330.288818
	Iteration 14Q: 3 clusters Score -157220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -157222.953125 Penalty: 2330.288818
	Iteration 15Q: 3 clusters Score -157223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -157225.187500 Penalty: 2330.288818
	Iteration 16Q: 3 clusters Score -157225.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157228.031250 Penalty: 2330.288818
	Iteration 17Q: 3 clusters Score -157228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157229.437500 Penalty: 2330.288818
	Iteration 18Q: 3 clusters Score -157229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157230.062500 Penalty: 2330.288818
	Iteration 19Q: 3 clusters Score -157230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -157230.734375 Penalty: 2330.288818
	Iteration 20F: 3 clusters Score -157230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157231.218750 Penalty: 2330.288818
	Iteration 21Q: 3 clusters Score -157231.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157231.218750 Penalty: 2330.288818
	Iteration 22F: 3 clusters Score -157231.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Entering Unmasked Estep 
Score: -1072940.500000 Penalty: 1481.479736
	Iteration 0F: 2 clusters Score -1072940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1066342.875000 Penalty: 2962.959473
	Iteration 0F: 3 clusters Score -1066343 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1068521.875000 Penalty: 2962.959473
	Iteration 1F: 3 clusters Score -1068522 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1068855.125000 Penalty: 2962.959473
	Iteration 2F: 3 clusters Score -1068855 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1069198.625000 Penalty: 2962.959473
	Iteration 3F: 3 clusters Score -1069199 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1069559.875000 Penalty: 2962.959473
	Iteration 4F: 3 clusters Score -1069560 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1069892.625000 Penalty: 2962.959473
	Iteration 5F: 3 clusters Score -1069893 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1070199.875000 Penalty: 2962.959473
	Iteration 6F: 3 clusters Score -1070200 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1070440.750000 Penalty: 2962.959473
	Iteration 7Q: 3 clusters Score -1070441 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1070649.875000 Penalty: 2962.959473
	Iteration 8Q: 3 clusters Score -1070650 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1070806.875000 Penalty: 2962.959473
	Iteration 9Q: 3 clusters Score -1070807 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1070906.750000 Penalty: 2962.959473
	Iteration 10Q: 3 clusters Score -1070907 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1071005.125000 Penalty: 2962.959473
	Iteration 11Q: 3 clusters Score -1071005 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1071109.500000 Penalty: 2962.959473
	Iteration 12Q: 3 clusters Score -1071110 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1071189.500000 Penalty: 2962.959473
	Iteration 13Q: 3 clusters Score -1071190 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1071255.375000 Penalty: 2962.959473
	Iteration 14Q: 3 clusters Score -1071255 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1071297.375000 Penalty: 2962.959473
	Iteration 15Q: 3 clusters Score -1071297 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1071345.000000 Penalty: 2962.959473
	Iteration 16Q: 3 clusters Score -1071345 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1071384.500000 Penalty: 2962.959473
	Iteration 17Q: 3 clusters Score -1071384 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1071433.625000 Penalty: 2962.959473
	Iteration 18Q: 3 clusters Score -1071434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1071478.625000 Penalty: 2962.959473
	Iteration 19Q: 3 clusters Score -1071479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1071513.500000 Penalty: 2962.959473
	Iteration 20F: 3 clusters Score -1071514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1071553.000000 Penalty: 2962.959473
	Iteration 21Q: 3 clusters Score -1071553 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1071582.125000 Penalty: 2962.959473
	Iteration 22Q: 3 clusters Score -1071582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1071625.125000 Penalty: 2962.959473
	Iteration 23Q: 3 clusters Score -1071625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1071656.000000 Penalty: 2962.959473
	Iteration 24Q: 3 clusters Score -1071656 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1071692.500000 Penalty: 2962.959473
	Iteration 25Q: 3 clusters Score -1071692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1071723.750000 Penalty: 2962.959473
	Iteration 26Q: 3 clusters Score -1071724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1071765.500000 Penalty: 2962.959473
	Iteration 27Q: 3 clusters Score -1071766 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1071810.375000 Penalty: 2962.959473
	Iteration 28Q: 3 clusters Score -1071810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1071853.000000 Penalty: 2962.959473
	Iteration 29Q: 3 clusters Score -1071853 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1071896.000000 Penalty: 2962.959473
	Iteration 30Q: 3 clusters Score -1071896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1071956.125000 Penalty: 2962.959473
	Iteration 31Q: 3 clusters Score -1071956 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1072010.125000 Penalty: 2962.959473
	Iteration 32Q: 3 clusters Score -1072010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1072055.875000 Penalty: 2962.959473
	Iteration 33Q: 3 clusters Score -1072056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1072086.125000 Penalty: 2962.959473
	Iteration 34Q: 3 clusters Score -1072086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1072111.375000 Penalty: 2962.959473
	Iteration 35Q: 3 clusters Score -1072111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1072129.375000 Penalty: 2962.959473
	Iteration 36Q: 3 clusters Score -1072129 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1072147.250000 Penalty: 2962.959473
	Iteration 37Q: 3 clusters Score -1072147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1072165.375000 Penalty: 2962.959473
	Iteration 38Q: 3 clusters Score -1072165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1072175.750000 Penalty: 2962.959473
	Iteration 39Q: 3 clusters Score -1072176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1072177.625000 Penalty: 2962.959473
	Iteration 40F: 3 clusters Score -1072178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1072183.500000 Penalty: 2962.959473
	Iteration 41Q: 3 clusters Score -1072184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1072192.125000 Penalty: 2962.959473
	Iteration 42Q: 3 clusters Score -1072192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1072195.000000 Penalty: 2962.959473
	Iteration 43Q: 3 clusters Score -1072195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1072198.125000 Penalty: 2962.959473
	Iteration 44Q: 3 clusters Score -1072198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1072201.625000 Penalty: 2962.959473
	Iteration 45Q: 3 clusters Score -1072202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1072202.125000 Penalty: 2962.959473
	Iteration 46Q: 3 clusters Score -1072202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1072201.750000 Penalty: 2962.959473
	Iteration 47Q: 3 clusters Score -1072202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1072205.000000 Penalty: 2962.959473
	Iteration 48Q: 3 clusters Score -1072205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1072205.000000 Penalty: 2962.959473
	Iteration 49F: 3 clusters Score -1072205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -22905.414062 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -22905.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -22272.955078 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -22272.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22527.611328 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -22527.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22635.214844 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -22635.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22755.509766 Penalty: 1831.306519
	Iteration 3F: 3 clusters Score -22755.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22829.044922 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -22829.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22833.474609 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -22833.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22833.474609 Penalty: 1831.306519
	Iteration 6F: 3 clusters Score -22833.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -299141.437500 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -299141.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -296806.593750 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -296806.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -297321.406250 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -297321.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297440.531250 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -297440.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297515.437500 Penalty: 2521.597168
	Iteration 3Q: 3 clusters Score -297515.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -297558.656250 Penalty: 2521.597168
	Iteration 4Q: 3 clusters Score -297558.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297589.375000 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -297589.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297611.250000 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -297611.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -297629.187500 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -297629.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -297641.343750 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -297641.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -297652.375000 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -297652.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -297660.000000 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -297660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -297667.156250 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -297667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -297673.750000 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -297673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -297678.375000 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -297678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -297686.625000 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -297686.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -297700.625000 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -297700.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -297715.125000 Penalty: 2521.597168
	Iteration 16Q: 3 clusters Score -297715.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -297724.781250 Penalty: 2521.597168
	Iteration 17Q: 3 clusters Score -297724.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -297737.312500 Penalty: 2521.597168
	Iteration 18Q: 3 clusters Score -297737.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -297752.750000 Penalty: 2521.597168
	Iteration 19Q: 3 clusters Score -297752.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -297763.218750 Penalty: 2521.597168
	Iteration 20F: 3 clusters Score -297763.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -297776.031250 Penalty: 2521.597168
	Iteration 21Q: 3 clusters Score -297776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -297786.937500 Penalty: 2521.597168
	Iteration 22Q: 3 clusters Score -297786.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -297796.812500 Penalty: 2521.597168
	Iteration 23Q: 3 clusters Score -297796.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -297802.437500 Penalty: 2521.597168
	Iteration 24Q: 3 clusters Score -297802.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -297804.968750 Penalty: 2521.597168
	Iteration 25Q: 3 clusters Score -297805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297805.750000 Penalty: 2521.597168
	Iteration 26Q: 3 clusters Score -297805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -297805.750000 Penalty: 2521.597168
	Iteration 27F: 3 clusters Score -297805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Entering Unmasked Estep 
Score: -1913667.875000 Penalty: 1564.720703
	Iteration 0F: 2 clusters Score -1913668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1903292.750000 Penalty: 3129.441406
	Iteration 0F: 3 clusters Score -1903293 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1907312.125000 Penalty: 3129.441406
	Iteration 1F: 3 clusters Score -1907312 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1907829.250000 Penalty: 3129.441406
	Iteration 2F: 3 clusters Score -1907829 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1908360.875000 Penalty: 3129.441406
	Iteration 3F: 3 clusters Score -1908361 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1908938.500000 Penalty: 3129.441406
	Iteration 4F: 3 clusters Score -1908938 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1909560.875000 Penalty: 3129.441406
	Iteration 5F: 3 clusters Score -1909561 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1910200.000000 Penalty: 3129.441406
	Iteration 6F: 3 clusters Score -1910200 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1910782.375000 Penalty: 3129.441406
	Iteration 7F: 3 clusters Score -1910782 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1911257.500000 Penalty: 3129.441406
	Iteration 8Q: 3 clusters Score -1911258 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1911699.250000 Penalty: 3129.441406
	Iteration 9Q: 3 clusters Score -1911699 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1912060.125000 Penalty: 3129.441406
	Iteration 10Q: 3 clusters Score -1912060 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1912326.250000 Penalty: 3129.441406
	Iteration 11Q: 3 clusters Score -1912326 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1912485.375000 Penalty: 3129.441406
	Iteration 12Q: 3 clusters Score -1912485 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1912608.375000 Penalty: 3129.441406
	Iteration 13Q: 3 clusters Score -1912608 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1912678.250000 Penalty: 3129.441406
	Iteration 14Q: 3 clusters Score -1912678 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1912741.000000 Penalty: 3129.441406
	Iteration 15Q: 3 clusters Score -1912741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1912801.250000 Penalty: 3129.441406
	Iteration 16Q: 3 clusters Score -1912801 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1912852.000000 Penalty: 3129.441406
	Iteration 17Q: 3 clusters Score -1912852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1912889.625000 Penalty: 3129.441406
	Iteration 18Q: 3 clusters Score -1912890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1912917.250000 Penalty: 3129.441406
	Iteration 19Q: 3 clusters Score -1912917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1912950.875000 Penalty: 3129.441406
	Iteration 20F: 3 clusters Score -1912951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1912975.375000 Penalty: 3129.441406
	Iteration 21Q: 3 clusters Score -1912975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -1912987.125000 Penalty: 3129.441406
	Iteration 22Q: 3 clusters Score -1912987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1912997.875000 Penalty: 3129.441406
	Iteration 23Q: 3 clusters Score -1912998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1912998.875000 Penalty: 3129.441406
	Iteration 24Q: 3 clusters Score -1912999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1913005.625000 Penalty: 3129.441406
	Iteration 25Q: 3 clusters Score -1913006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1913002.500000 Penalty: 3129.441406
	Iteration 26Q: 3 clusters Score -1913002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1913006.500000 Penalty: 3129.441406
	Iteration 27Q: 3 clusters Score -1913006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1913005.500000 Penalty: 3129.441406
	Iteration 28Q: 3 clusters Score -1913006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1913010.250000 Penalty: 3129.441406
	Iteration 29Q: 3 clusters Score -1913010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1913012.500000 Penalty: 3129.441406
	Iteration 30Q: 3 clusters Score -1913012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1913016.000000 Penalty: 3129.441406
	Iteration 31Q: 3 clusters Score -1913016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1913015.750000 Penalty: 3129.441406
	Iteration 32Q: 3 clusters Score -1913016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -1913016.750000 Penalty: 3129.441406
	Iteration 33Q: 3 clusters Score -1913017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1913015.625000 Penalty: 3129.441406
	Iteration 34Q: 3 clusters Score -1913016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1913015.375000 Penalty: 3129.441406
	Iteration 35Q: 3 clusters Score -1913015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1913014.750000 Penalty: 3129.441406
	Iteration 36Q: 3 clusters Score -1913015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1913014.875000 Penalty: 3129.441406
	Iteration 37Q: 3 clusters Score -1913015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1913015.000000 Penalty: 3129.441406
	Iteration 38Q: 3 clusters Score -1913015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1913015.000000 Penalty: 3129.441406
	Iteration 39F: 3 clusters Score -1913015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Entering Unmasked Estep 
Score: -662369.125000 Penalty: 1393.082764
	Iteration 0F: 2 clusters Score -662369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -658181.375000 Penalty: 2786.165527
	Iteration 0F: 3 clusters Score -658181.4 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -659341.875000 Penalty: 2786.165527
	Iteration 1F: 3 clusters Score -659341.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -659550.250000 Penalty: 2786.165527
	Iteration 2F: 3 clusters Score -659550.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -659716.062500 Penalty: 2786.165527
	Iteration 3F: 3 clusters Score -659716.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -659866.312500 Penalty: 2786.165527
	Iteration 4Q: 3 clusters Score -659866.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -659988.062500 Penalty: 2786.165527
	Iteration 5Q: 3 clusters Score -659988.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -660131.500000 Penalty: 2786.165527
	Iteration 6Q: 3 clusters Score -660131.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -660288.437500 Penalty: 2786.165527
	Iteration 7Q: 3 clusters Score -660288.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -660455.250000 Penalty: 2786.165527
	Iteration 8Q: 3 clusters Score -660455.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -660621.687500 Penalty: 2786.165527
	Iteration 9Q: 3 clusters Score -660621.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -660783.875000 Penalty: 2786.165527
	Iteration 10Q: 3 clusters Score -660783.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -660933.625000 Penalty: 2786.165527
	Iteration 11Q: 3 clusters Score -660933.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -661058.250000 Penalty: 2786.165527
	Iteration 12Q: 3 clusters Score -661058.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -661121.875000 Penalty: 2786.165527
	Iteration 13Q: 3 clusters Score -661121.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -661169.312500 Penalty: 2786.165527
	Iteration 14Q: 3 clusters Score -661169.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -661205.062500 Penalty: 2786.165527
	Iteration 15Q: 3 clusters Score -661205.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -661238.125000 Penalty: 2786.165527
	Iteration 16Q: 3 clusters Score -661238.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -661268.937500 Penalty: 2786.165527
	Iteration 17Q: 3 clusters Score -661268.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -661283.500000 Penalty: 2786.165527
	Iteration 18Q: 3 clusters Score -661283.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -661295.750000 Penalty: 2786.165527
	Iteration 19Q: 3 clusters Score -661295.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -661303.125000 Penalty: 2786.165527
	Iteration 20F: 3 clusters Score -661303.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -661309.437500 Penalty: 2786.165527
	Iteration 21Q: 3 clusters Score -661309.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -661310.812500 Penalty: 2786.165527
	Iteration 22Q: 3 clusters Score -661310.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -661314.125000 Penalty: 2786.165527
	Iteration 23Q: 3 clusters Score -661314.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -661316.000000 Penalty: 2786.165527
	Iteration 24Q: 3 clusters Score -661316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -661317.687500 Penalty: 2786.165527
	Iteration 25Q: 3 clusters Score -661317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -661318.875000 Penalty: 2786.165527
	Iteration 26Q: 3 clusters Score -661318.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -661321.125000 Penalty: 2786.165527
	Iteration 27Q: 3 clusters Score -661321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -661322.312500 Penalty: 2786.165527
	Iteration 28Q: 3 clusters Score -661322.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -661325.062500 Penalty: 2786.165527
	Iteration 29Q: 3 clusters Score -661325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -661324.437500 Penalty: 2786.165527
	Iteration 30Q: 3 clusters Score -661324.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -661325.000000 Penalty: 2786.165527
	Iteration 31Q: 3 clusters Score -661325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -661328.125000 Penalty: 2786.165527
	Iteration 32Q: 3 clusters Score -661328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -661330.187500 Penalty: 2786.165527
	Iteration 33Q: 3 clusters Score -661330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -661330.937500 Penalty: 2786.165527
	Iteration 34Q: 3 clusters Score -661330.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -661333.187500 Penalty: 2786.165527
	Iteration 35Q: 3 clusters Score -661333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -661333.875000 Penalty: 2786.165527
	Iteration 36Q: 3 clusters Score -661333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -661333.687500 Penalty: 2786.165527
	Iteration 37Q: 3 clusters Score -661333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -661334.187500 Penalty: 2786.165527
	Iteration 38Q: 3 clusters Score -661334.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -661336.000000 Penalty: 2786.165527
	Iteration 39Q: 3 clusters Score -661336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -661336.562500 Penalty: 2786.165527
	Iteration 40F: 3 clusters Score -661336.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -661339.125000 Penalty: 2786.165527
	Iteration 41Q: 3 clusters Score -661339.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -661341.437500 Penalty: 2786.165527
	Iteration 42Q: 3 clusters Score -661341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -661344.812500 Penalty: 2786.165527
	Iteration 43Q: 3 clusters Score -661344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -661346.125000 Penalty: 2786.165527
	Iteration 44Q: 3 clusters Score -661346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -661347.375000 Penalty: 2786.165527
	Iteration 45Q: 3 clusters Score -661347.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -661351.750000 Penalty: 2786.165527
	Iteration 46Q: 3 clusters Score -661351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -661352.937500 Penalty: 2786.165527
	Iteration 47Q: 3 clusters Score -661352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -661353.875000 Penalty: 2786.165527
	Iteration 48Q: 3 clusters Score -661353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -661355.687500 Penalty: 2786.165527
	Iteration 49Q: 3 clusters Score -661355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -661358.750000 Penalty: 2786.165527
	Iteration 50Q: 3 clusters Score -661358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -661361.687500 Penalty: 2786.165527
	Iteration 51Q: 3 clusters Score -661361.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -661364.250000 Penalty: 2786.165527
	Iteration 52Q: 3 clusters Score -661364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -661365.000000 Penalty: 2786.165527
	Iteration 53Q: 3 clusters Score -661365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -661368.625000 Penalty: 2786.165527
	Iteration 54Q: 3 clusters Score -661368.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -661372.937500 Penalty: 2786.165527
	Iteration 55Q: 3 clusters Score -661372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -661376.250000 Penalty: 2786.165527
	Iteration 56Q: 3 clusters Score -661376.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -661376.812500 Penalty: 2786.165527
	Iteration 57Q: 3 clusters Score -661376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -661379.062500 Penalty: 2786.165527
	Iteration 58Q: 3 clusters Score -661379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -661379.062500 Penalty: 2786.165527
	Iteration 59Q: 3 clusters Score -661379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -661380.500000 Penalty: 2786.165527
	Iteration 60F: 3 clusters Score -661380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -661381.937500 Penalty: 2786.165527
	Iteration 61Q: 3 clusters Score -661381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -661381.500000 Penalty: 2786.165527
	Iteration 62Q: 3 clusters Score -661381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -661382.125000 Penalty: 2786.165527
	Iteration 63Q: 3 clusters Score -661382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -661382.125000 Penalty: 2786.165527
	Iteration 64F: 3 clusters Score -661382.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28054.373047 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -28054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27199.388672 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -27199.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27337.912109 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -27337.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27409.796875 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -27409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -27482.132812 Penalty: 1831.306519
	Iteration 3F: 3 clusters Score -27482.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27517.359375 Penalty: 1831.306519
	Iteration 4F: 3 clusters Score -27517.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27582.837891 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -27582.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27641.544922 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -27641.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27655.123047 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -27655.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27656.443359 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -27656.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27656.443359 Penalty: 1831.306519
	Iteration 9F: 3 clusters Score -27656.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Entering Unmasked Estep 
Score: -2628494.000000 Penalty: 1619.450928
	Iteration 0F: 2 clusters Score -2628494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2613988.750000 Penalty: 3238.901855
	Iteration 0F: 3 clusters Score -2613989 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2619358.500000 Penalty: 3238.901855
	Iteration 1F: 3 clusters Score -2619358 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2619802.750000 Penalty: 3238.901855
	Iteration 2F: 3 clusters Score -2619803 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2620291.250000 Penalty: 3238.901855
	Iteration 3F: 3 clusters Score -2620291 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2620916.500000 Penalty: 3238.901855
	Iteration 4F: 3 clusters Score -2620916 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2621645.750000 Penalty: 3238.901855
	Iteration 5F: 3 clusters Score -2621646 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2622606.250000 Penalty: 3238.901855
	Iteration 6F: 3 clusters Score -2622606 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2623770.000000 Penalty: 3238.901855
	Iteration 7F: 3 clusters Score -2623770 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2624890.750000 Penalty: 3238.901855
	Iteration 8F: 3 clusters Score -2624891 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2625810.000000 Penalty: 3238.901855
	Iteration 9Q: 3 clusters Score -2625810 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2626394.000000 Penalty: 3238.901855
	Iteration 10Q: 3 clusters Score -2626394 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2626698.500000 Penalty: 3238.901855
	Iteration 11Q: 3 clusters Score -2626698 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2626871.750000 Penalty: 3238.901855
	Iteration 12Q: 3 clusters Score -2626872 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2626948.500000 Penalty: 3238.901855
	Iteration 13Q: 3 clusters Score -2626948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2627004.000000 Penalty: 3238.901855
	Iteration 14Q: 3 clusters Score -2627004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2627041.000000 Penalty: 3238.901855
	Iteration 15Q: 3 clusters Score -2627041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2627056.500000 Penalty: 3238.901855
	Iteration 16Q: 3 clusters Score -2627056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2627068.750000 Penalty: 3238.901855
	Iteration 17Q: 3 clusters Score -2627069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2627079.750000 Penalty: 3238.901855
	Iteration 18Q: 3 clusters Score -2627080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2627085.000000 Penalty: 3238.901855
	Iteration 19Q: 3 clusters Score -2627085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2627093.500000 Penalty: 3238.901855
	Iteration 20F: 3 clusters Score -2627094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2627101.500000 Penalty: 3238.901855
	Iteration 21Q: 3 clusters Score -2627102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2627109.500000 Penalty: 3238.901855
	Iteration 22Q: 3 clusters Score -2627110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2627111.500000 Penalty: 3238.901855
	Iteration 23Q: 3 clusters Score -2627112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2627113.750000 Penalty: 3238.901855
	Iteration 24Q: 3 clusters Score -2627114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2627113.750000 Penalty: 3238.901855
	Iteration 25Q: 3 clusters Score -2627114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2627113.250000 Penalty: 3238.901855
	Iteration 26Q: 3 clusters Score -2627113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2627118.000000 Penalty: 3238.901855
	Iteration 27Q: 3 clusters Score -2627118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2627119.750000 Penalty: 3238.901855
	Iteration 28Q: 3 clusters Score -2627120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2627122.000000 Penalty: 3238.901855
	Iteration 29Q: 3 clusters Score -2627122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2627125.000000 Penalty: 3238.901855
	Iteration 30Q: 3 clusters Score -2627125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2627124.000000 Penalty: 3238.901855
	Iteration 31Q: 3 clusters Score -2627124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2627124.500000 Penalty: 3238.901855
	Iteration 32Q: 3 clusters Score -2627124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2627124.500000 Penalty: 3238.901855
	Iteration 33F: 3 clusters Score -2627124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Entering Unmasked Estep 
Score: -6461693.000000 Penalty: 1758.168457
	Iteration 0F: 2 clusters Score -6461693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -6428355.500000 Penalty: 3516.336914
	Iteration 0F: 3 clusters Score -6428356 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6441610.500000 Penalty: 3516.336914
	Iteration 1F: 3 clusters Score -6441610 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -6442014.000000 Penalty: 3516.336914
	Iteration 2Q: 3 clusters Score -6442014 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -6442338.000000 Penalty: 3516.336914
	Iteration 3Q: 3 clusters Score -6442338 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -6442649.000000 Penalty: 3516.336914
	Iteration 4Q: 3 clusters Score -6442649 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6442999.500000 Penalty: 3516.336914
	Iteration 5Q: 3 clusters Score -6443000 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -6443329.000000 Penalty: 3516.336914
	Iteration 6Q: 3 clusters Score -6443329 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -6443627.000000 Penalty: 3516.336914
	Iteration 7Q: 3 clusters Score -6443627 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -6444007.500000 Penalty: 3516.336914
	Iteration 8Q: 3 clusters Score -6444008 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6444402.000000 Penalty: 3516.336914
	Iteration 9Q: 3 clusters Score -6444402 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6444915.500000 Penalty: 3516.336914
	Iteration 10Q: 3 clusters Score -6444916 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6445529.500000 Penalty: 3516.336914
	Iteration 11Q: 3 clusters Score -6445530 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -6446284.500000 Penalty: 3516.336914
	Iteration 12Q: 3 clusters Score -6446284 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -6447248.000000 Penalty: 3516.336914
	Iteration 13Q: 3 clusters Score -6447248 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -6448699.500000 Penalty: 3516.336914
	Iteration 14F: 3 clusters Score -6448700 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -6450776.500000 Penalty: 3516.336914
	Iteration 15F: 3 clusters Score -6450776 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -6453289.000000 Penalty: 3516.336914
	Iteration 16F: 3 clusters Score -6453289 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -6455872.000000 Penalty: 3516.336914
	Iteration 17F: 3 clusters Score -6455872 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6457935.500000 Penalty: 3516.336914
	Iteration 18Q: 3 clusters Score -6457936 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -6459051.500000 Penalty: 3516.336914
	Iteration 19Q: 3 clusters Score -6459052 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -6459622.500000 Penalty: 3516.336914
	Iteration 20F: 3 clusters Score -6459622 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -6459899.500000 Penalty: 3516.336914
	Iteration 21Q: 3 clusters Score -6459900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -6460023.500000 Penalty: 3516.336914
	Iteration 22Q: 3 clusters Score -6460024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6460080.000000 Penalty: 3516.336914
	Iteration 23Q: 3 clusters Score -6460080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -6460115.000000 Penalty: 3516.336914
	Iteration 24Q: 3 clusters Score -6460115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6460132.500000 Penalty: 3516.336914
	Iteration 25Q: 3 clusters Score -6460132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49788 members 
Entering Unmasked Estep 
Score: -6460144.500000 Penalty: 3516.336914
	Iteration 26Q: 3 clusters Score -6460144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6460157.500000 Penalty: 3516.336914
	Iteration 27Q: 3 clusters Score -6460158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -6460159.500000 Penalty: 3516.336914
	Iteration 28Q: 3 clusters Score -6460160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -6460157.000000 Penalty: 3516.336914
	Iteration 29Q: 3 clusters Score -6460157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 49804 members 
Entering Unmasked Estep 
Score: -6460163.000000 Penalty: 3516.336914
	Iteration 30Q: 3 clusters Score -6460163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6460169.000000 Penalty: 3516.336914
	Iteration 31Q: 3 clusters Score -6460169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6460169.000000 Penalty: 3516.336914
	Iteration 32F: 3 clusters Score -6460169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (29242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Entering Unmasked Estep 
Score: -3696459.250000 Penalty: 1671.046265
	Iteration 0F: 2 clusters Score -3696459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3676614.000000 Penalty: 3342.092529
	Iteration 0F: 3 clusters Score -3676614 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3684201.750000 Penalty: 3342.092529
	Iteration 1F: 3 clusters Score -3684202 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3684677.250000 Penalty: 3342.092529
	Iteration 2Q: 3 clusters Score -3684677 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3685158.000000 Penalty: 3342.092529
	Iteration 3Q: 3 clusters Score -3685158 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3685613.500000 Penalty: 3342.092529
	Iteration 4Q: 3 clusters Score -3685614 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3686112.000000 Penalty: 3342.092529
	Iteration 5Q: 3 clusters Score -3686112 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3686688.750000 Penalty: 3342.092529
	Iteration 6Q: 3 clusters Score -3686689 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3687370.500000 Penalty: 3342.092529
	Iteration 7Q: 3 clusters Score -3687370 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3688188.000000 Penalty: 3342.092529
	Iteration 8Q: 3 clusters Score -3688188 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3689007.000000 Penalty: 3342.092529
	Iteration 9Q: 3 clusters Score -3689007 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3689793.500000 Penalty: 3342.092529
	Iteration 10Q: 3 clusters Score -3689794 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3690497.250000 Penalty: 3342.092529
	Iteration 11Q: 3 clusters Score -3690497 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -3690877.750000 Penalty: 3342.092529
	Iteration 12Q: 3 clusters Score -3690878 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3691118.500000 Penalty: 3342.092529
	Iteration 13Q: 3 clusters Score -3691118 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -3691274.000000 Penalty: 3342.092529
	Iteration 14Q: 3 clusters Score -3691274 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3691413.250000 Penalty: 3342.092529
	Iteration 15Q: 3 clusters Score -3691413 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3691525.500000 Penalty: 3342.092529
	Iteration 16Q: 3 clusters Score -3691526 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3691635.500000 Penalty: 3342.092529
	Iteration 17Q: 3 clusters Score -3691636 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3691748.500000 Penalty: 3342.092529
	Iteration 18Q: 3 clusters Score -3691748 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3691877.250000 Penalty: 3342.092529
	Iteration 19Q: 3 clusters Score -3691877 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3692008.500000 Penalty: 3342.092529
	Iteration 20F: 3 clusters Score -3692008 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3692165.250000 Penalty: 3342.092529
	Iteration 21Q: 3 clusters Score -3692165 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3692296.500000 Penalty: 3342.092529
	Iteration 22Q: 3 clusters Score -3692296 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3692447.000000 Penalty: 3342.092529
	Iteration 23Q: 3 clusters Score -3692447 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3692598.500000 Penalty: 3342.092529
	Iteration 24Q: 3 clusters Score -3692598 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3692738.500000 Penalty: 3342.092529
	Iteration 25Q: 3 clusters Score -3692738 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3692867.250000 Penalty: 3342.092529
	Iteration 26Q: 3 clusters Score -3692867 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3692996.000000 Penalty: 3342.092529
	Iteration 27Q: 3 clusters Score -3692996 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3693125.250000 Penalty: 3342.092529
	Iteration 28Q: 3 clusters Score -3693125 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3693269.250000 Penalty: 3342.092529
	Iteration 29Q: 3 clusters Score -3693269 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3693388.750000 Penalty: 3342.092529
	Iteration 30Q: 3 clusters Score -3693389 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3693508.000000 Penalty: 3342.092529
	Iteration 31Q: 3 clusters Score -3693508 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3693613.000000 Penalty: 3342.092529
	Iteration 32Q: 3 clusters Score -3693613 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3693709.750000 Penalty: 3342.092529
	Iteration 33Q: 3 clusters Score -3693710 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -3693817.500000 Penalty: 3342.092529
	Iteration 34Q: 3 clusters Score -3693818 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -3693933.500000 Penalty: 3342.092529
	Iteration 35Q: 3 clusters Score -3693934 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3694061.500000 Penalty: 3342.092529
	Iteration 36Q: 3 clusters Score -3694062 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3694200.750000 Penalty: 3342.092529
	Iteration 37Q: 3 clusters Score -3694201 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3694323.500000 Penalty: 3342.092529
	Iteration 38Q: 3 clusters Score -3694324 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3694426.000000 Penalty: 3342.092529
	Iteration 39Q: 3 clusters Score -3694426 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3694524.750000 Penalty: 3342.092529
	Iteration 40F: 3 clusters Score -3694525 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -3694601.750000 Penalty: 3342.092529
	Iteration 41Q: 3 clusters Score -3694602 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3694669.250000 Penalty: 3342.092529
	Iteration 42Q: 3 clusters Score -3694669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3694720.500000 Penalty: 3342.092529
	Iteration 43Q: 3 clusters Score -3694720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3694765.750000 Penalty: 3342.092529
	Iteration 44Q: 3 clusters Score -3694766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -3694805.750000 Penalty: 3342.092529
	Iteration 45Q: 3 clusters Score -3694806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3694834.000000 Penalty: 3342.092529
	Iteration 46Q: 3 clusters Score -3694834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -3694858.000000 Penalty: 3342.092529
	Iteration 47Q: 3 clusters Score -3694858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3694881.000000 Penalty: 3342.092529
	Iteration 48Q: 3 clusters Score -3694881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3694902.250000 Penalty: 3342.092529
	Iteration 49Q: 3 clusters Score -3694902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3694906.250000 Penalty: 3342.092529
	Iteration 50Q: 3 clusters Score -3694906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3694923.000000 Penalty: 3342.092529
	Iteration 51Q: 3 clusters Score -3694923 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3694931.500000 Penalty: 3342.092529
	Iteration 52Q: 3 clusters Score -3694932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3694944.500000 Penalty: 3342.092529
	Iteration 53Q: 3 clusters Score -3694944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -3694971.500000 Penalty: 3342.092529
	Iteration 54Q: 3 clusters Score -3694972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3694978.500000 Penalty: 3342.092529
	Iteration 55Q: 3 clusters Score -3694978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3694989.500000 Penalty: 3342.092529
	Iteration 56Q: 3 clusters Score -3694990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3694992.250000 Penalty: 3342.092529
	Iteration 57Q: 3 clusters Score -3694992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -3694998.500000 Penalty: 3342.092529
	Iteration 58Q: 3 clusters Score -3694998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3695006.250000 Penalty: 3342.092529
	Iteration 59Q: 3 clusters Score -3695006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3695005.500000 Penalty: 3342.092529
	Iteration 60F: 3 clusters Score -3695006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3695012.250000 Penalty: 3342.092529
	Iteration 61Q: 3 clusters Score -3695012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3695009.500000 Penalty: 3342.092529
	Iteration 62Q: 3 clusters Score -3695010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3695013.000000 Penalty: 3342.092529
	Iteration 63Q: 3 clusters Score -3695013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3695020.750000 Penalty: 3342.092529
	Iteration 64Q: 3 clusters Score -3695021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3695016.500000 Penalty: 3342.092529
	Iteration 65Q: 3 clusters Score -3695016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -3695022.750000 Penalty: 3342.092529
	Iteration 66Q: 3 clusters Score -3695023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -3695024.000000 Penalty: 3342.092529
	Iteration 67Q: 3 clusters Score -3695024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3695027.500000 Penalty: 3342.092529
	Iteration 68Q: 3 clusters Score -3695028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3695031.250000 Penalty: 3342.092529
	Iteration 69Q: 3 clusters Score -3695031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -3695030.000000 Penalty: 3342.092529
	Iteration 70Q: 3 clusters Score -3695030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -3695032.250000 Penalty: 3342.092529
	Iteration 71Q: 3 clusters Score -3695032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3695035.750000 Penalty: 3342.092529
	Iteration 72Q: 3 clusters Score -3695036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -3695036.500000 Penalty: 3342.092529
	Iteration 73Q: 3 clusters Score -3695036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3695038.500000 Penalty: 3342.092529
	Iteration 74Q: 3 clusters Score -3695038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -3695046.250000 Penalty: 3342.092529
	Iteration 75Q: 3 clusters Score -3695046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3695048.250000 Penalty: 3342.092529
	Iteration 76Q: 3 clusters Score -3695048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -3695051.000000 Penalty: 3342.092529
	Iteration 77Q: 3 clusters Score -3695051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3695047.250000 Penalty: 3342.092529
	Iteration 78Q: 3 clusters Score -3695047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3695047.250000 Penalty: 3342.092529
	Iteration 79F: 3 clusters Score -3695047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -48414.820312 Penalty: 995.616272
	Iteration 0F: 2 clusters Score -48414.82 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 232 members 
Entering Unmasked Estep 
Score: -47449.285156 Penalty: 1991.232544
	Iteration 0F: 3 clusters Score -47449.29 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47633.996094 Penalty: 1991.232544
	Iteration 1F: 3 clusters Score -47634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47700.441406 Penalty: 1991.232544
	Iteration 2F: 3 clusters Score -47700.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47733.492188 Penalty: 1991.232544
	Iteration 3Q: 3 clusters Score -47733.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47768.125000 Penalty: 1991.232544
	Iteration 4Q: 3 clusters Score -47768.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47789.816406 Penalty: 1991.232544
	Iteration 5Q: 3 clusters Score -47789.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47821.414062 Penalty: 1991.232544
	Iteration 6Q: 3 clusters Score -47821.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -47842.121094 Penalty: 1991.232544
	Iteration 7Q: 3 clusters Score -47842.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -47859.457031 Penalty: 1991.232544
	Iteration 8Q: 3 clusters Score -47859.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -47866.933594 Penalty: 1991.232544
	Iteration 9Q: 3 clusters Score -47866.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -47872.710938 Penalty: 1991.232544
	Iteration 10Q: 3 clusters Score -47872.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47874.054688 Penalty: 1991.232544
	Iteration 11Q: 3 clusters Score -47874.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -47874.054688 Penalty: 1991.232544
	Iteration 12F: 3 clusters Score -47874.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6845 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 11451 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6725 members 
Mstep: Class 9 contains 54173 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3310 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 12811 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 85290 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 9107 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 15200 members 
Mstep: Class 24 contains 5286 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21287 members 
Mstep: Class 27 contains 49986 members 
Mstep: Class 28 contains 29242 members 
Mstep: Class 29 contains 458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793016.000000 Penalty: 59499.636719
Iteration 199Q: 29 clusters Score -5.979302e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 109698 members 
Mstep: Class 4 contains 11476 members 
Mstep: Class 5 contains 7960 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6732 members 
Mstep: Class 9 contains 54187 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3309 members 
Mstep: Class 12 contains 16678 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 12807 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 85276 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 15152 members 
Mstep: Class 24 contains 5286 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21286 members 
Mstep: Class 27 contains 49981 members 
Mstep: Class 28 contains 29272 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793140.000000 Penalty: 59499.636719
Iteration 200F: 29 clusters Score -5.979314e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109692 members 
Mstep: Class 4 contains 11523 members 
Mstep: Class 5 contains 7953 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 54196 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 3299 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 13 contains 16686 members 
Mstep: Class 14 contains 12805 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 85268 members 
Mstep: Class 18 contains 1370 members 
Mstep: Class 19 contains 9052 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 15097 members 
Mstep: Class 24 contains 5287 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21272 members 
Mstep: Class 27 contains 49973 members 
Mstep: Class 28 contains 29301 members 
Mstep: Class 29 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793240.000000 Penalty: 59499.636719
Iteration 201Q: 29 clusters Score -5.979324e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109691 members 
Mstep: Class 4 contains 11575 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6743 members 
Mstep: Class 9 contains 54206 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 3285 members 
Mstep: Class 12 contains 16674 members 
Mstep: Class 13 contains 16683 members 
Mstep: Class 14 contains 12803 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 85250 members 
Mstep: Class 18 contains 1459 members 
Mstep: Class 19 contains 8984 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 15044 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21258 members 
Mstep: Class 27 contains 49968 members 
Mstep: Class 28 contains 29336 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793304.000000 Penalty: 59499.636719
Iteration 202Q: 29 clusters Score -5.97933e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6847 members 
Mstep: Class 3 contains 109684 members 
Mstep: Class 4 contains 11629 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 54216 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 3278 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 13 contains 16679 members 
Mstep: Class 14 contains 12799 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6433 members 
Mstep: Class 17 contains 85238 members 
Mstep: Class 18 contains 1562 members 
Mstep: Class 19 contains 8903 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 14994 members 
Mstep: Class 24 contains 5282 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21238 members 
Mstep: Class 27 contains 49968 members 
Mstep: Class 28 contains 29362 members 
Mstep: Class 29 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793384.000000 Penalty: 59499.636719
Iteration 203Q: 29 clusters Score -5.979338e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109675 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 7939 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6745 members 
Mstep: Class 9 contains 54227 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 3270 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 16676 members 
Mstep: Class 14 contains 12795 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6431 members 
Mstep: Class 17 contains 85230 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 14936 members 
Mstep: Class 24 contains 5283 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21214 members 
Mstep: Class 27 contains 49963 members 
Mstep: Class 28 contains 29403 members 
Mstep: Class 29 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793380.000000 Penalty: 59499.636719
Iteration 204Q: 29 clusters Score -5.979338e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109677 members 
Mstep: Class 4 contains 11753 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6750 members 
Mstep: Class 9 contains 54227 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 16667 members 
Mstep: Class 13 contains 16673 members 
Mstep: Class 14 contains 12790 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6436 members 
Mstep: Class 17 contains 85223 members 
Mstep: Class 18 contains 1748 members 
Mstep: Class 19 contains 8723 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 14873 members 
Mstep: Class 24 contains 5286 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21186 members 
Mstep: Class 27 contains 49956 members 
Mstep: Class 28 contains 29454 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793488.000000 Penalty: 59499.636719
Iteration 205Q: 29 clusters Score -5.979349e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109675 members 
Mstep: Class 4 contains 11818 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 54244 members 
Mstep: Class 10 contains 751 members 
Mstep: Class 11 contains 3262 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 13 contains 16669 members 
Mstep: Class 14 contains 12781 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 85200 members 
Mstep: Class 18 contains 1820 members 
Mstep: Class 19 contains 8641 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14799 members 
Mstep: Class 24 contains 5285 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21177 members 
Mstep: Class 27 contains 49950 members 
Mstep: Class 28 contains 29519 members 
Mstep: Class 29 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793612.000000 Penalty: 59499.636719
Iteration 206Q: 29 clusters Score -5.979361e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109681 members 
Mstep: Class 4 contains 11886 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6756 members 
Mstep: Class 9 contains 54250 members 
Mstep: Class 10 contains 752 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16657 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 12774 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6442 members 
Mstep: Class 17 contains 85186 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 8581 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2338 members 
Mstep: Class 22 contains 14726 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21169 members 
Mstep: Class 27 contains 49942 members 
Mstep: Class 28 contains 29569 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793688.000000 Penalty: 59499.636719
Iteration 207Q: 29 clusters Score -5.979369e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109676 members 
Mstep: Class 4 contains 11964 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6759 members 
Mstep: Class 9 contains 54260 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16655 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 12766 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6443 members 
Mstep: Class 17 contains 85168 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 14658 members 
Mstep: Class 24 contains 5300 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21161 members 
Mstep: Class 27 contains 49938 members 
Mstep: Class 28 contains 29625 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793684.000000 Penalty: 59499.636719
Iteration 208Q: 29 clusters Score -5.979368e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 109668 members 
Mstep: Class 4 contains 12050 members 
Mstep: Class 5 contains 7879 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6764 members 
Mstep: Class 9 contains 54260 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 16654 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12757 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 85141 members 
Mstep: Class 18 contains 1927 members 
Mstep: Class 19 contains 8478 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 14587 members 
Mstep: Class 24 contains 5309 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21159 members 
Mstep: Class 27 contains 49942 members 
Mstep: Class 28 contains 29675 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793716.000000 Penalty: 59499.636719
Iteration 209Q: 29 clusters Score -5.979372e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6848 members 
Mstep: Class 3 contains 109666 members 
Mstep: Class 4 contains 12134 members 
Mstep: Class 5 contains 7872 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 54272 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 16651 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12754 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 85104 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14511 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21149 members 
Mstep: Class 27 contains 49937 members 
Mstep: Class 28 contains 29726 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793764.000000 Penalty: 59499.636719
Iteration 210Q: 29 clusters Score -5.979376e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 109659 members 
Mstep: Class 4 contains 12233 members 
Mstep: Class 5 contains 7856 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 54277 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 16647 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6457 members 
Mstep: Class 17 contains 85060 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14430 members 
Mstep: Class 24 contains 5326 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21146 members 
Mstep: Class 27 contains 49927 members 
Mstep: Class 28 contains 29801 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793780.000000 Penalty: 59499.636719
Iteration 211Q: 29 clusters Score -5.979378e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 109652 members 
Mstep: Class 4 contains 12327 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6764 members 
Mstep: Class 9 contains 54289 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16639 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12751 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 6457 members 
Mstep: Class 17 contains 85026 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14352 members 
Mstep: Class 24 contains 5330 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21143 members 
Mstep: Class 27 contains 49913 members 
Mstep: Class 28 contains 29862 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793924.000000 Penalty: 59499.636719
Iteration 212Q: 29 clusters Score -5.979392e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 109641 members 
Mstep: Class 4 contains 12410 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6767 members 
Mstep: Class 9 contains 54295 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12749 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 84993 members 
Mstep: Class 18 contains 1965 members 
Mstep: Class 19 contains 8368 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14291 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21140 members 
Mstep: Class 27 contains 49908 members 
Mstep: Class 28 contains 29904 members 
Mstep: Class 29 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793872.000000 Penalty: 59499.636719
Iteration 213Q: 29 clusters Score -5.979387e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6856 members 
Mstep: Class 3 contains 109635 members 
Mstep: Class 4 contains 12494 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 54302 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 16636 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 6463 members 
Mstep: Class 17 contains 84965 members 
Mstep: Class 18 contains 1976 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14224 members 
Mstep: Class 24 contains 5336 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21134 members 
Mstep: Class 27 contains 49903 members 
Mstep: Class 28 contains 29945 members 
Mstep: Class 29 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793952.000000 Penalty: 59499.636719
Iteration 214Q: 29 clusters Score -5.979395e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 109625 members 
Mstep: Class 4 contains 12561 members 
Mstep: Class 5 contains 7807 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 54313 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16637 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12744 members 
Mstep: Class 15 contains 1115 members 
Mstep: Class 16 contains 6464 members 
Mstep: Class 17 contains 84943 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2336 members 
Mstep: Class 22 contains 14158 members 
Mstep: Class 24 contains 5338 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21126 members 
Mstep: Class 27 contains 49899 members 
Mstep: Class 28 contains 29995 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793924.000000 Penalty: 59499.636719
Iteration 215Q: 29 clusters Score -5.979392e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 109621 members 
Mstep: Class 4 contains 12636 members 
Mstep: Class 5 contains 7793 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6775 members 
Mstep: Class 9 contains 54320 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16634 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12741 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6465 members 
Mstep: Class 17 contains 84919 members 
Mstep: Class 18 contains 1981 members 
Mstep: Class 19 contains 8310 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21129 members 
Mstep: Class 27 contains 49887 members 
Mstep: Class 28 contains 30042 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793976.000000 Penalty: 59499.636719
Iteration 216Q: 29 clusters Score -5.979398e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 109613 members 
Mstep: Class 4 contains 12723 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 54324 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16629 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12738 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6467 members 
Mstep: Class 17 contains 84900 members 
Mstep: Class 18 contains 1987 members 
Mstep: Class 19 contains 8299 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 14044 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21124 members 
Mstep: Class 27 contains 49878 members 
Mstep: Class 28 contains 30070 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793876.000000 Penalty: 59499.636719
Iteration 217Q: 29 clusters Score -5.979388e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 109611 members 
Mstep: Class 4 contains 12808 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 54334 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 12735 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6469 members 
Mstep: Class 17 contains 84883 members 
Mstep: Class 18 contains 1991 members 
Mstep: Class 19 contains 8278 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 13990 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21122 members 
Mstep: Class 27 contains 49866 members 
Mstep: Class 28 contains 30102 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59793904.000000 Penalty: 59499.636719
Iteration 218Q: 29 clusters Score -5.97939e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6855 members 
Mstep: Class 3 contains 109606 members 
Mstep: Class 4 contains 12877 members 
Mstep: Class 5 contains 7755 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 54332 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3255 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 84868 members 
Mstep: Class 18 contains 2003 members 
Mstep: Class 19 contains 8261 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2337 members 
Mstep: Class 22 contains 13938 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21118 members 
Mstep: Class 27 contains 49862 members 
Mstep: Class 28 contains 30135 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794032.000000 Penalty: 59499.636719
Iteration 219Q: 29 clusters Score -5.979403e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6854 members 
Mstep: Class 3 contains 109601 members 
Mstep: Class 4 contains 12949 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 54336 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 16657 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 84845 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 13879 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21120 members 
Mstep: Class 27 contains 49856 members 
Mstep: Class 28 contains 30169 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794088.000000 Penalty: 59499.636719
Iteration 220F: 29 clusters Score -5.979409e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 109604 members 
Mstep: Class 4 contains 13008 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6774 members 
Mstep: Class 9 contains 54345 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3247 members 
Mstep: Class 12 contains 16627 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 12730 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 84833 members 
Mstep: Class 18 contains 2030 members 
Mstep: Class 19 contains 8224 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 13830 members 
Mstep: Class 24 contains 5335 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21112 members 
Mstep: Class 27 contains 49846 members 
Mstep: Class 28 contains 30190 members 
Mstep: Class 29 contains 464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794076.000000 Penalty: 59499.636719
Iteration 221Q: 29 clusters Score -5.979408e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 109602 members 
Mstep: Class 4 contains 13065 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6776 members 
Mstep: Class 9 contains 54352 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3238 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 13 contains 16654 members 
Mstep: Class 14 contains 12730 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 84823 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2341 members 
Mstep: Class 22 contains 13777 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21113 members 
Mstep: Class 27 contains 49833 members 
Mstep: Class 28 contains 30216 members 
Mstep: Class 29 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794108.000000 Penalty: 59499.636719
Iteration 222Q: 29 clusters Score -5.979411e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6857 members 
Mstep: Class 3 contains 109600 members 
Mstep: Class 4 contains 13123 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6772 members 
Mstep: Class 9 contains 54357 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3236 members 
Mstep: Class 12 contains 16624 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 12728 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 84805 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 19 contains 8196 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 13715 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21111 members 
Mstep: Class 27 contains 49825 members 
Mstep: Class 28 contains 30253 members 
Mstep: Class 29 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794216.000000 Penalty: 59499.636719
Iteration 223Q: 29 clusters Score -5.979422e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 109593 members 
Mstep: Class 4 contains 13170 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 54359 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3237 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 16654 members 
Mstep: Class 14 contains 12726 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 84795 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 8181 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 13658 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21110 members 
Mstep: Class 27 contains 49820 members 
Mstep: Class 28 contains 30288 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794252.000000 Penalty: 59499.636719
Iteration 224Q: 29 clusters Score -5.979425e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 109591 members 
Mstep: Class 4 contains 13216 members 
Mstep: Class 5 contains 7704 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6774 members 
Mstep: Class 9 contains 54370 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3239 members 
Mstep: Class 12 contains 16620 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 12724 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6481 members 
Mstep: Class 17 contains 84786 members 
Mstep: Class 18 contains 2096 members 
Mstep: Class 19 contains 8164 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 13599 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21110 members 
Mstep: Class 27 contains 49809 members 
Mstep: Class 28 contains 30331 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794212.000000 Penalty: 59499.636719
Iteration 225Q: 29 clusters Score -5.979421e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6858 members 
Mstep: Class 3 contains 109590 members 
Mstep: Class 4 contains 13267 members 
Mstep: Class 5 contains 7685 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 54376 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 16620 members 
Mstep: Class 13 contains 16651 members 
Mstep: Class 14 contains 12721 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6482 members 
Mstep: Class 17 contains 84777 members 
Mstep: Class 18 contains 2103 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 13550 members 
Mstep: Class 24 contains 5321 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21109 members 
Mstep: Class 27 contains 49805 members 
Mstep: Class 28 contains 30373 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794124.000000 Penalty: 59499.636719
Iteration 226Q: 29 clusters Score -5.979412e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6859 members 
Mstep: Class 3 contains 109587 members 
Mstep: Class 4 contains 13323 members 
Mstep: Class 5 contains 7664 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 54385 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3242 members 
Mstep: Class 12 contains 16619 members 
Mstep: Class 13 contains 16652 members 
Mstep: Class 14 contains 12721 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6483 members 
Mstep: Class 17 contains 84767 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 8132 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2342 members 
Mstep: Class 22 contains 13493 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21112 members 
Mstep: Class 27 contains 49803 members 
Mstep: Class 28 contains 30411 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794224.000000 Penalty: 59499.636719
Iteration 227Q: 29 clusters Score -5.979422e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6861 members 
Mstep: Class 3 contains 109585 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 54385 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 16616 members 
Mstep: Class 13 contains 16653 members 
Mstep: Class 14 contains 12720 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6482 members 
Mstep: Class 17 contains 84758 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 8117 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2343 members 
Mstep: Class 22 contains 13443 members 
Mstep: Class 24 contains 5317 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21111 members 
Mstep: Class 27 contains 49806 members 
Mstep: Class 28 contains 30446 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794272.000000 Penalty: 59499.636719
Iteration 228Q: 29 clusters Score -5.979427e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6863 members 
Mstep: Class 3 contains 109582 members 
Mstep: Class 4 contains 13425 members 
Mstep: Class 5 contains 7630 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 54391 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3248 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 13 contains 16656 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6482 members 
Mstep: Class 17 contains 84763 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2344 members 
Mstep: Class 22 contains 13401 members 
Mstep: Class 24 contains 5316 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21110 members 
Mstep: Class 27 contains 49801 members 
Mstep: Class 28 contains 30471 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794280.000000 Penalty: 59499.636719
Iteration 229Q: 29 clusters Score -5.979428e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6864 members 
Mstep: Class 3 contains 109586 members 
Mstep: Class 4 contains 13475 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 54393 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3249 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 16655 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 84759 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2345 members 
Mstep: Class 22 contains 13353 members 
Mstep: Class 24 contains 5319 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21113 members 
Mstep: Class 27 contains 49798 members 
Mstep: Class 28 contains 30497 members 
Mstep: Class 29 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794292.000000 Penalty: 59499.636719
Iteration 230Q: 29 clusters Score -5.979429e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6866 members 
Mstep: Class 3 contains 109582 members 
Mstep: Class 4 contains 13527 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 54399 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 16656 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6486 members 
Mstep: Class 17 contains 84749 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2346 members 
Mstep: Class 22 contains 13307 members 
Mstep: Class 24 contains 5323 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21114 members 
Mstep: Class 27 contains 49798 members 
Mstep: Class 28 contains 30518 members 
Mstep: Class 29 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794264.000000 Penalty: 59499.636719
Iteration 231Q: 29 clusters Score -5.979426e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6867 members 
Mstep: Class 3 contains 109573 members 
Mstep: Class 4 contains 13561 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 54403 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3250 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12718 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6487 members 
Mstep: Class 17 contains 84741 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2347 members 
Mstep: Class 22 contains 13272 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21117 members 
Mstep: Class 27 contains 49802 members 
Mstep: Class 28 contains 30531 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794328.000000 Penalty: 59499.636719
Iteration 232Q: 29 clusters Score -5.979433e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6867 members 
Mstep: Class 3 contains 109560 members 
Mstep: Class 4 contains 13600 members 
Mstep: Class 5 contains 7577 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6770 members 
Mstep: Class 9 contains 54412 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12717 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6489 members 
Mstep: Class 17 contains 84735 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13244 members 
Mstep: Class 24 contains 5329 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21124 members 
Mstep: Class 27 contains 49798 members 
Mstep: Class 28 contains 30544 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794204.000000 Penalty: 59499.636719
Iteration 233Q: 29 clusters Score -5.97942e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109554 members 
Mstep: Class 4 contains 13639 members 
Mstep: Class 5 contains 7576 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6772 members 
Mstep: Class 9 contains 54422 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16612 members 
Mstep: Class 13 contains 16662 members 
Mstep: Class 14 contains 12716 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 84725 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13209 members 
Mstep: Class 24 contains 5334 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21127 members 
Mstep: Class 27 contains 49793 members 
Mstep: Class 28 contains 30557 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794160.000000 Penalty: 59499.636719
Iteration 234Q: 29 clusters Score -5.979416e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109555 members 
Mstep: Class 4 contains 13678 members 
Mstep: Class 5 contains 7573 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 54426 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 16665 members 
Mstep: Class 14 contains 12716 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6493 members 
Mstep: Class 17 contains 84710 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7998 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13181 members 
Mstep: Class 24 contains 5337 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21129 members 
Mstep: Class 27 contains 49788 members 
Mstep: Class 28 contains 30573 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794144.000000 Penalty: 59499.636719
Iteration 235Q: 29 clusters Score -5.979414e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109549 members 
Mstep: Class 4 contains 13725 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6776 members 
Mstep: Class 9 contains 54429 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 16664 members 
Mstep: Class 14 contains 12715 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 84694 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7977 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13161 members 
Mstep: Class 24 contains 5344 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21131 members 
Mstep: Class 27 contains 49782 members 
Mstep: Class 28 contains 30590 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794104.000000 Penalty: 59499.636719
Iteration 236Q: 29 clusters Score -5.97941e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109551 members 
Mstep: Class 4 contains 13772 members 
Mstep: Class 5 contains 7563 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 54432 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 16663 members 
Mstep: Class 14 contains 12712 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 84680 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13136 members 
Mstep: Class 24 contains 5348 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21128 members 
Mstep: Class 27 contains 49777 members 
Mstep: Class 28 contains 30606 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794184.000000 Penalty: 59499.636719
Iteration 237Q: 29 clusters Score -5.979418e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6867 members 
Mstep: Class 3 contains 109549 members 
Mstep: Class 4 contains 13825 members 
Mstep: Class 5 contains 7556 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6777 members 
Mstep: Class 9 contains 54438 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12711 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6490 members 
Mstep: Class 17 contains 84657 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 7954 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13110 members 
Mstep: Class 24 contains 5349 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21129 members 
Mstep: Class 27 contains 49774 members 
Mstep: Class 28 contains 30617 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794116.000000 Penalty: 59499.636719
Iteration 238Q: 29 clusters Score -5.979412e+07 nChanged 117
Entering ConstructFrom: 
Score: -59794116.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -306055.468750 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -306055.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -303615.406250 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -303615.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -304240.875000 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -304240.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304407.218750 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -304407.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -304520.687500 Penalty: 2553.555420
	Iteration 3F: 3 clusters Score -304520.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -304612.093750 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -304612.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304677.218750 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -304677.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -304730.250000 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -304730.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -304790.500000 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -304790.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -304857.687500 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -304857.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304928.000000 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -304928 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -304998.187500 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -304998.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -305068.468750 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -305068.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -305140.343750 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -305140.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -305194.906250 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -305194.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305235.593750 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -305235.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -305259.500000 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -305259.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305283.937500 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -305283.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -305301.500000 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -305301.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -305316.875000 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -305316.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -305333.781250 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -305333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -305344.906250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -305344.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -305350.468750 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -305350.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -305355.062500 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -305355.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -305359.656250 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -305359.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -305364.406250 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -305364.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -305369.531250 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -305369.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -305373.125000 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -305373.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -305378.343750 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -305378.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305383.312500 Penalty: 2553.555420
	Iteration 28Q: 3 clusters Score -305383.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -305387.531250 Penalty: 2553.555420
	Iteration 29Q: 3 clusters Score -305387.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -305395.437500 Penalty: 2553.555420
	Iteration 30Q: 3 clusters Score -305395.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -305404.375000 Penalty: 2553.555420
	Iteration 31Q: 3 clusters Score -305404.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -305411.406250 Penalty: 2553.555420
	Iteration 32Q: 3 clusters Score -305411.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -305417.125000 Penalty: 2553.555420
	Iteration 33Q: 3 clusters Score -305417.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -305421.843750 Penalty: 2553.555420
	Iteration 34Q: 3 clusters Score -305421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -305423.968750 Penalty: 2553.555420
	Iteration 35Q: 3 clusters Score -305424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -305426.281250 Penalty: 2553.555420
	Iteration 36Q: 3 clusters Score -305426.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -305428.656250 Penalty: 2553.555420
	Iteration 37Q: 3 clusters Score -305428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -305431.218750 Penalty: 2553.555420
	Iteration 38Q: 3 clusters Score -305431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -305432.781250 Penalty: 2553.555420
	Iteration 39Q: 3 clusters Score -305432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -305434.500000 Penalty: 2553.555420
	Iteration 40F: 3 clusters Score -305434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -305437.281250 Penalty: 2553.555420
	Iteration 41Q: 3 clusters Score -305437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -305440.187500 Penalty: 2553.555420
	Iteration 42Q: 3 clusters Score -305440.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -305441.625000 Penalty: 2553.555420
	Iteration 43Q: 3 clusters Score -305441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -305443.281250 Penalty: 2553.555420
	Iteration 44Q: 3 clusters Score -305443.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -305445.687500 Penalty: 2553.555420
	Iteration 45Q: 3 clusters Score -305445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -305448.187500 Penalty: 2553.555420
	Iteration 46Q: 3 clusters Score -305448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -305450.875000 Penalty: 2553.555420
	Iteration 47Q: 3 clusters Score -305450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -305454.625000 Penalty: 2553.555420
	Iteration 48Q: 3 clusters Score -305454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -305457.406250 Penalty: 2553.555420
	Iteration 49Q: 3 clusters Score -305457.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -305461.250000 Penalty: 2553.555420
	Iteration 50Q: 3 clusters Score -305461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -305462.437500 Penalty: 2553.555420
	Iteration 51Q: 3 clusters Score -305462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -305462.437500 Penalty: 2553.555420
	Iteration 52F: 3 clusters Score -305462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Entering Unmasked Estep 
Score: -850805.062500 Penalty: 1435.627075
	Iteration 0F: 2 clusters Score -850805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -845613.750000 Penalty: 2871.254150
	Iteration 0F: 3 clusters Score -845613.8 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -847160.500000 Penalty: 2871.254150
	Iteration 1F: 3 clusters Score -847160.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -847349.562500 Penalty: 2871.254150
	Iteration 2F: 3 clusters Score -847349.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -847505.562500 Penalty: 2871.254150
	Iteration 3Q: 3 clusters Score -847505.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -847640.125000 Penalty: 2871.254150
	Iteration 4Q: 3 clusters Score -847640.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -847763.875000 Penalty: 2871.254150
	Iteration 5Q: 3 clusters Score -847763.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -847900.500000 Penalty: 2871.254150
	Iteration 6Q: 3 clusters Score -847900.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -848034.187500 Penalty: 2871.254150
	Iteration 7Q: 3 clusters Score -848034.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -848161.687500 Penalty: 2871.254150
	Iteration 8Q: 3 clusters Score -848161.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -848279.687500 Penalty: 2871.254150
	Iteration 9Q: 3 clusters Score -848279.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -848396.625000 Penalty: 2871.254150
	Iteration 10Q: 3 clusters Score -848396.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -848517.000000 Penalty: 2871.254150
	Iteration 11Q: 3 clusters Score -848517 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -848626.062500 Penalty: 2871.254150
	Iteration 12Q: 3 clusters Score -848626.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -848720.625000 Penalty: 2871.254150
	Iteration 13Q: 3 clusters Score -848720.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -848788.125000 Penalty: 2871.254150
	Iteration 14Q: 3 clusters Score -848788.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -848840.125000 Penalty: 2871.254150
	Iteration 15Q: 3 clusters Score -848840.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -848884.187500 Penalty: 2871.254150
	Iteration 16Q: 3 clusters Score -848884.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -848919.250000 Penalty: 2871.254150
	Iteration 17Q: 3 clusters Score -848919.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -848944.125000 Penalty: 2871.254150
	Iteration 18Q: 3 clusters Score -848944.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -848975.562500 Penalty: 2871.254150
	Iteration 19Q: 3 clusters Score -848975.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -849014.562500 Penalty: 2871.254150
	Iteration 20F: 3 clusters Score -849014.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -849047.250000 Penalty: 2871.254150
	Iteration 21Q: 3 clusters Score -849047.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -849081.437500 Penalty: 2871.254150
	Iteration 22Q: 3 clusters Score -849081.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -849109.000000 Penalty: 2871.254150
	Iteration 23Q: 3 clusters Score -849109 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -849138.562500 Penalty: 2871.254150
	Iteration 24Q: 3 clusters Score -849138.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -849169.062500 Penalty: 2871.254150
	Iteration 25Q: 3 clusters Score -849169.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -849196.125000 Penalty: 2871.254150
	Iteration 26Q: 3 clusters Score -849196.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -849219.125000 Penalty: 2871.254150
	Iteration 27Q: 3 clusters Score -849219.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -849244.625000 Penalty: 2871.254150
	Iteration 28Q: 3 clusters Score -849244.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -849271.875000 Penalty: 2871.254150
	Iteration 29Q: 3 clusters Score -849271.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -849310.062500 Penalty: 2871.254150
	Iteration 30Q: 3 clusters Score -849310.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -849345.500000 Penalty: 2871.254150
	Iteration 31Q: 3 clusters Score -849345.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -849374.750000 Penalty: 2871.254150
	Iteration 32Q: 3 clusters Score -849374.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -849395.312500 Penalty: 2871.254150
	Iteration 33Q: 3 clusters Score -849395.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -849413.250000 Penalty: 2871.254150
	Iteration 34Q: 3 clusters Score -849413.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -849427.687500 Penalty: 2871.254150
	Iteration 35Q: 3 clusters Score -849427.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -849444.187500 Penalty: 2871.254150
	Iteration 36Q: 3 clusters Score -849444.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -849457.187500 Penalty: 2871.254150
	Iteration 37Q: 3 clusters Score -849457.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -849466.625000 Penalty: 2871.254150
	Iteration 38Q: 3 clusters Score -849466.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -849475.062500 Penalty: 2871.254150
	Iteration 39Q: 3 clusters Score -849475.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -849483.250000 Penalty: 2871.254150
	Iteration 40F: 3 clusters Score -849483.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -849490.812500 Penalty: 2871.254150
	Iteration 41Q: 3 clusters Score -849490.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -849497.062500 Penalty: 2871.254150
	Iteration 42Q: 3 clusters Score -849497.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -849501.937500 Penalty: 2871.254150
	Iteration 43Q: 3 clusters Score -849501.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -849505.687500 Penalty: 2871.254150
	Iteration 44Q: 3 clusters Score -849505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -849508.000000 Penalty: 2871.254150
	Iteration 45Q: 3 clusters Score -849508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -849508.750000 Penalty: 2871.254150
	Iteration 46Q: 3 clusters Score -849508.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -849514.062500 Penalty: 2871.254150
	Iteration 47Q: 3 clusters Score -849514.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -849521.562500 Penalty: 2871.254150
	Iteration 48Q: 3 clusters Score -849521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -849524.000000 Penalty: 2871.254150
	Iteration 49Q: 3 clusters Score -849524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -849526.750000 Penalty: 2871.254150
	Iteration 50Q: 3 clusters Score -849526.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -849530.812500 Penalty: 2871.254150
	Iteration 51Q: 3 clusters Score -849530.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -849534.125000 Penalty: 2871.254150
	Iteration 52Q: 3 clusters Score -849534.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -849537.812500 Penalty: 2871.254150
	Iteration 53Q: 3 clusters Score -849537.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -849542.750000 Penalty: 2871.254150
	Iteration 54Q: 3 clusters Score -849542.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -849546.312500 Penalty: 2871.254150
	Iteration 55Q: 3 clusters Score -849546.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -849552.375000 Penalty: 2871.254150
	Iteration 56Q: 3 clusters Score -849552.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -849555.625000 Penalty: 2871.254150
	Iteration 57Q: 3 clusters Score -849555.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -849557.500000 Penalty: 2871.254150
	Iteration 58Q: 3 clusters Score -849557.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -849562.937500 Penalty: 2871.254150
	Iteration 59Q: 3 clusters Score -849562.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -849569.187500 Penalty: 2871.254150
	Iteration 60F: 3 clusters Score -849569.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -849578.750000 Penalty: 2871.254150
	Iteration 61Q: 3 clusters Score -849578.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -849586.625000 Penalty: 2871.254150
	Iteration 62Q: 3 clusters Score -849586.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -849592.062500 Penalty: 2871.254150
	Iteration 63Q: 3 clusters Score -849592.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -849600.062500 Penalty: 2871.254150
	Iteration 64Q: 3 clusters Score -849600.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -849611.312500 Penalty: 2871.254150
	Iteration 65Q: 3 clusters Score -849611.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -849627.875000 Penalty: 2871.254150
	Iteration 66Q: 3 clusters Score -849627.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -849649.500000 Penalty: 2871.254150
	Iteration 67Q: 3 clusters Score -849649.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -849686.375000 Penalty: 2871.254150
	Iteration 68Q: 3 clusters Score -849686.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -849732.125000 Penalty: 2871.254150
	Iteration 69Q: 3 clusters Score -849732.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -849772.437500 Penalty: 2871.254150
	Iteration 70Q: 3 clusters Score -849772.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -849807.187500 Penalty: 2871.254150
	Iteration 71Q: 3 clusters Score -849807.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -849832.500000 Penalty: 2871.254150
	Iteration 72Q: 3 clusters Score -849832.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -849844.687500 Penalty: 2871.254150
	Iteration 73Q: 3 clusters Score -849844.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -849853.000000 Penalty: 2871.254150
	Iteration 74Q: 3 clusters Score -849853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -849857.875000 Penalty: 2871.254150
	Iteration 75Q: 3 clusters Score -849857.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -849861.562500 Penalty: 2871.254150
	Iteration 76Q: 3 clusters Score -849861.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -849864.500000 Penalty: 2871.254150
	Iteration 77Q: 3 clusters Score -849864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -849862.875000 Penalty: 2871.254150
	Iteration 78Q: 3 clusters Score -849862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -849864.687500 Penalty: 2871.254150
	Iteration 79Q: 3 clusters Score -849864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -849867.375000 Penalty: 2871.254150
	Iteration 80F: 3 clusters Score -849867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -849867.875000 Penalty: 2871.254150
	Iteration 81Q: 3 clusters Score -849867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -849866.687500 Penalty: 2871.254150
	Iteration 82Q: 3 clusters Score -849866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -849866.562500 Penalty: 2871.254150
	Iteration 83Q: 3 clusters Score -849866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -849867.250000 Penalty: 2871.254150
	Iteration 84Q: 3 clusters Score -849867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -849867.625000 Penalty: 2871.254150
	Iteration 85Q: 3 clusters Score -849867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -849867.187500 Penalty: 2871.254150
	Iteration 86Q: 3 clusters Score -849867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -849867.187500 Penalty: 2871.254150
	Iteration 87F: 3 clusters Score -849867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109553 members 
Entering Unmasked Estep 
Score: -14194614.000000 Penalty: 1885.676636
	Iteration 0F: 2 clusters Score -1.419461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -14126571.000000 Penalty: 3771.353271
	Iteration 0F: 3 clusters Score -1.412657e+07 nChanged 52603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -14157271.000000 Penalty: 3771.353271
	Iteration 1F: 3 clusters Score -1.415727e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -14158535.000000 Penalty: 3771.353271
	Iteration 2Q: 3 clusters Score -1.415854e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -14160581.000000 Penalty: 3771.353271
	Iteration 3Q: 3 clusters Score -1.416058e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -14163677.000000 Penalty: 3771.353271
	Iteration 4F: 3 clusters Score -1.416368e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -14168365.000000 Penalty: 3771.353271
	Iteration 5F: 3 clusters Score -1.416836e+07 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 83030 members 
Entering Unmasked Estep 
Score: -14174075.000000 Penalty: 3771.353271
	Iteration 6F: 3 clusters Score -1.417408e+07 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 90750 members 
Entering Unmasked Estep 
Score: -14179879.000000 Penalty: 3771.353271
	Iteration 7F: 3 clusters Score -1.417988e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -14184866.000000 Penalty: 3771.353271
	Iteration 8F: 3 clusters Score -1.418487e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 101648 members 
Entering Unmasked Estep 
Score: -14188209.000000 Penalty: 3771.353271
	Iteration 9Q: 3 clusters Score -1.418821e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -14190248.000000 Penalty: 3771.353271
	Iteration 10Q: 3 clusters Score -1.419025e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 105822 members 
Entering Unmasked Estep 
Score: -14191697.000000 Penalty: 3771.353271
	Iteration 11Q: 3 clusters Score -1.41917e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -14192516.000000 Penalty: 3771.353271
	Iteration 12Q: 3 clusters Score -1.419252e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -14192914.000000 Penalty: 3771.353271
	Iteration 13Q: 3 clusters Score -1.419291e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 107100 members 
Entering Unmasked Estep 
Score: -14193133.000000 Penalty: 3771.353271
	Iteration 14Q: 3 clusters Score -1.419313e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 107225 members 
Entering Unmasked Estep 
Score: -14193274.000000 Penalty: 3771.353271
	Iteration 15Q: 3 clusters Score -1.419327e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 107310 members 
Entering Unmasked Estep 
Score: -14193303.000000 Penalty: 3771.353271
	Iteration 16Q: 3 clusters Score -1.41933e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -14193344.000000 Penalty: 3771.353271
	Iteration 17Q: 3 clusters Score -1.419334e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -14193372.000000 Penalty: 3771.353271
	Iteration 18Q: 3 clusters Score -1.419337e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 107443 members 
Entering Unmasked Estep 
Score: -14193389.000000 Penalty: 3771.353271
	Iteration 19Q: 3 clusters Score -1.419339e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -14193399.000000 Penalty: 3771.353271
	Iteration 20F: 3 clusters Score -1.41934e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -14193442.000000 Penalty: 3771.353271
	Iteration 21Q: 3 clusters Score -1.419344e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -14193471.000000 Penalty: 3771.353271
	Iteration 22Q: 3 clusters Score -1.419347e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -14193488.000000 Penalty: 3771.353271
	Iteration 23Q: 3 clusters Score -1.419349e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 107504 members 
Entering Unmasked Estep 
Score: -14193487.000000 Penalty: 3771.353271
	Iteration 24Q: 3 clusters Score -1.419349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -14193487.000000 Penalty: 3771.353271
	Iteration 25Q: 3 clusters Score -1.419349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -14193511.000000 Penalty: 3771.353271
	Iteration 26Q: 3 clusters Score -1.419351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -14193506.000000 Penalty: 3771.353271
	Iteration 27Q: 3 clusters Score -1.419351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -14193492.000000 Penalty: 3771.353271
	Iteration 28Q: 3 clusters Score -1.419349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 107476 members 
Entering Unmasked Estep 
Score: -14193497.000000 Penalty: 3771.353271
	Iteration 29Q: 3 clusters Score -1.41935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -14193507.000000 Penalty: 3771.353271
	Iteration 30Q: 3 clusters Score -1.419351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -14193510.000000 Penalty: 3771.353271
	Iteration 31Q: 3 clusters Score -1.419351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -14193511.000000 Penalty: 3771.353271
	Iteration 32Q: 3 clusters Score -1.419351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
Score: -14193509.000000 Penalty: 3771.353271
	Iteration 33Q: 3 clusters Score -1.419351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -14193521.000000 Penalty: 3771.353271
	Iteration 34Q: 3 clusters Score -1.419352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -14193526.000000 Penalty: 3771.353271
	Iteration 35Q: 3 clusters Score -1.419353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -14193523.000000 Penalty: 3771.353271
	Iteration 36Q: 3 clusters Score -1.419352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 107471 members 
Entering Unmasked Estep 
Score: -14193528.000000 Penalty: 3771.353271
	Iteration 37Q: 3 clusters Score -1.419353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -14193532.000000 Penalty: 3771.353271
	Iteration 38Q: 3 clusters Score -1.419353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -14193516.000000 Penalty: 3771.353271
	Iteration 39Q: 3 clusters Score -1.419352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -14193525.000000 Penalty: 3771.353271
	Iteration 40F: 3 clusters Score -1.419352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 107469 members 
Entering Unmasked Estep 
Score: -14193522.000000 Penalty: 3771.353271
	Iteration 41Q: 3 clusters Score -1.419352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 107470 members 
Entering Unmasked Estep 
Score: -14193521.000000 Penalty: 3771.353271
	Iteration 42Q: 3 clusters Score -1.419352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -14193513.000000 Penalty: 3771.353271
	Iteration 43Q: 3 clusters Score -1.419351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 107478 members 
Entering Unmasked Estep 
Score: -14193535.000000 Penalty: 3771.353271
	Iteration 44Q: 3 clusters Score -1.419354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 107481 members 
Entering Unmasked Estep 
Score: -14193535.000000 Penalty: 3771.353271
	Iteration 45Q: 3 clusters Score -1.419354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -14193518.000000 Penalty: 3771.353271
	Iteration 46Q: 3 clusters Score -1.419352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -14193525.000000 Penalty: 3771.353271
	Iteration 47Q: 3 clusters Score -1.419352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -14193530.000000 Penalty: 3771.353271
	Iteration 48Q: 3 clusters Score -1.419353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -14193530.000000 Penalty: 3771.353271
	Iteration 49Q: 3 clusters Score -1.419353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 107488 members 
Entering Unmasked Estep 
Score: -14193525.000000 Penalty: 3771.353271
	Iteration 50Q: 3 clusters Score -1.419352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 107490 members 
Entering Unmasked Estep 
Score: -14193511.000000 Penalty: 3771.353271
	Iteration 51Q: 3 clusters Score -1.419351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -14193513.000000 Penalty: 3771.353271
	Iteration 52Q: 3 clusters Score -1.419351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -14193523.000000 Penalty: 3771.353271
	Iteration 53Q: 3 clusters Score -1.419352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -14193524.000000 Penalty: 3771.353271
	Iteration 54Q: 3 clusters Score -1.419352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -14193526.000000 Penalty: 3771.353271
	Iteration 55Q: 3 clusters Score -1.419353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 107489 members 
Entering Unmasked Estep 
Score: -14193517.000000 Penalty: 3771.353271
	Iteration 56Q: 3 clusters Score -1.419352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -14193532.000000 Penalty: 3771.353271
	Iteration 57Q: 3 clusters Score -1.419353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 107496 members 
Entering Unmasked Estep 
Score: -14193523.000000 Penalty: 3771.353271
	Iteration 58Q: 3 clusters Score -1.419352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -14193533.000000 Penalty: 3771.353271
	Iteration 59Q: 3 clusters Score -1.419353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -14193531.000000 Penalty: 3771.353271
	Iteration 60F: 3 clusters Score -1.419353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -14193530.000000 Penalty: 3771.353271
	Iteration 61Q: 3 clusters Score -1.419353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -14193530.000000 Penalty: 3771.353271
	Iteration 62F: 3 clusters Score -1.419353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -1734023.375000 Penalty: 1549.946411
	Iteration 0F: 2 clusters Score -1734023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1724415.625000 Penalty: 3099.892822
	Iteration 0F: 3 clusters Score -1724416 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1727828.250000 Penalty: 3099.892822
	Iteration 1F: 3 clusters Score -1727828 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1728197.375000 Penalty: 3099.892822
	Iteration 2F: 3 clusters Score -1728197 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1728538.250000 Penalty: 3099.892822
	Iteration 3F: 3 clusters Score -1728538 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1728848.750000 Penalty: 3099.892822
	Iteration 4Q: 3 clusters Score -1728849 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1729121.750000 Penalty: 3099.892822
	Iteration 5Q: 3 clusters Score -1729122 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1729349.250000 Penalty: 3099.892822
	Iteration 6Q: 3 clusters Score -1729349 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1729566.750000 Penalty: 3099.892822
	Iteration 7Q: 3 clusters Score -1729567 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1729767.250000 Penalty: 3099.892822
	Iteration 8Q: 3 clusters Score -1729767 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1729970.875000 Penalty: 3099.892822
	Iteration 9Q: 3 clusters Score -1729971 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1730200.125000 Penalty: 3099.892822
	Iteration 10Q: 3 clusters Score -1730200 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1730490.000000 Penalty: 3099.892822
	Iteration 11Q: 3 clusters Score -1730490 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1730810.250000 Penalty: 3099.892822
	Iteration 12Q: 3 clusters Score -1730810 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1731120.250000 Penalty: 3099.892822
	Iteration 13Q: 3 clusters Score -1731120 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1731406.625000 Penalty: 3099.892822
	Iteration 14Q: 3 clusters Score -1731407 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1731628.500000 Penalty: 3099.892822
	Iteration 15Q: 3 clusters Score -1731628 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1731795.750000 Penalty: 3099.892822
	Iteration 16Q: 3 clusters Score -1731796 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1731930.000000 Penalty: 3099.892822
	Iteration 17Q: 3 clusters Score -1731930 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1732046.000000 Penalty: 3099.892822
	Iteration 18Q: 3 clusters Score -1732046 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1732150.375000 Penalty: 3099.892822
	Iteration 19Q: 3 clusters Score -1732150 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1732236.750000 Penalty: 3099.892822
	Iteration 20F: 3 clusters Score -1732237 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1732312.875000 Penalty: 3099.892822
	Iteration 21Q: 3 clusters Score -1732313 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1732381.250000 Penalty: 3099.892822
	Iteration 22Q: 3 clusters Score -1732381 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1732443.875000 Penalty: 3099.892822
	Iteration 23Q: 3 clusters Score -1732444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1732495.375000 Penalty: 3099.892822
	Iteration 24Q: 3 clusters Score -1732495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1732530.125000 Penalty: 3099.892822
	Iteration 25Q: 3 clusters Score -1732530 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1732564.875000 Penalty: 3099.892822
	Iteration 26Q: 3 clusters Score -1732565 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1732588.500000 Penalty: 3099.892822
	Iteration 27Q: 3 clusters Score -1732588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1732611.875000 Penalty: 3099.892822
	Iteration 28Q: 3 clusters Score -1732612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1732630.000000 Penalty: 3099.892822
	Iteration 29Q: 3 clusters Score -1732630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1732648.000000 Penalty: 3099.892822
	Iteration 30Q: 3 clusters Score -1732648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1732661.500000 Penalty: 3099.892822
	Iteration 31Q: 3 clusters Score -1732662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1732686.125000 Penalty: 3099.892822
	Iteration 32Q: 3 clusters Score -1732686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1732703.750000 Penalty: 3099.892822
	Iteration 33Q: 3 clusters Score -1732704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1732718.750000 Penalty: 3099.892822
	Iteration 34Q: 3 clusters Score -1732719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1732737.625000 Penalty: 3099.892822
	Iteration 35Q: 3 clusters Score -1732738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1732751.625000 Penalty: 3099.892822
	Iteration 36Q: 3 clusters Score -1732752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1732764.375000 Penalty: 3099.892822
	Iteration 37Q: 3 clusters Score -1732764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1732767.375000 Penalty: 3099.892822
	Iteration 38Q: 3 clusters Score -1732767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1732769.250000 Penalty: 3099.892822
	Iteration 39Q: 3 clusters Score -1732769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1732772.250000 Penalty: 3099.892822
	Iteration 40F: 3 clusters Score -1732772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1732778.375000 Penalty: 3099.892822
	Iteration 41Q: 3 clusters Score -1732778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1732785.375000 Penalty: 3099.892822
	Iteration 42Q: 3 clusters Score -1732785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1732790.000000 Penalty: 3099.892822
	Iteration 43Q: 3 clusters Score -1732790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1732793.125000 Penalty: 3099.892822
	Iteration 44Q: 3 clusters Score -1732793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1732797.750000 Penalty: 3099.892822
	Iteration 45Q: 3 clusters Score -1732798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1732801.375000 Penalty: 3099.892822
	Iteration 46Q: 3 clusters Score -1732801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1732800.250000 Penalty: 3099.892822
	Iteration 47Q: 3 clusters Score -1732800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1732802.250000 Penalty: 3099.892822
	Iteration 48Q: 3 clusters Score -1732802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1732803.500000 Penalty: 3099.892822
	Iteration 49Q: 3 clusters Score -1732804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1732804.250000 Penalty: 3099.892822
	Iteration 50Q: 3 clusters Score -1732804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1732804.250000 Penalty: 3099.892822
	Iteration 51F: 3 clusters Score -1732804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Entering Unmasked Estep 
Score: -953835.500000 Penalty: 1450.860962
	Iteration 0F: 2 clusters Score -953835.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -948236.250000 Penalty: 2901.721924
	Iteration 0F: 3 clusters Score -948236.2 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -950042.625000 Penalty: 2901.721924
	Iteration 1F: 3 clusters Score -950042.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -950303.875000 Penalty: 2901.721924
	Iteration 2F: 3 clusters Score -950303.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -950512.500000 Penalty: 2901.721924
	Iteration 3F: 3 clusters Score -950512.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -950680.562500 Penalty: 2901.721924
	Iteration 4F: 3 clusters Score -950680.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -950803.812500 Penalty: 2901.721924
	Iteration 5Q: 3 clusters Score -950803.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -950936.375000 Penalty: 2901.721924
	Iteration 6Q: 3 clusters Score -950936.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -951088.562500 Penalty: 2901.721924
	Iteration 7Q: 3 clusters Score -951088.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -951237.812500 Penalty: 2901.721924
	Iteration 8Q: 3 clusters Score -951237.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -951412.437500 Penalty: 2901.721924
	Iteration 9Q: 3 clusters Score -951412.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -951587.062500 Penalty: 2901.721924
	Iteration 10Q: 3 clusters Score -951587.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -951737.375000 Penalty: 2901.721924
	Iteration 11Q: 3 clusters Score -951737.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -951869.125000 Penalty: 2901.721924
	Iteration 12Q: 3 clusters Score -951869.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -951962.125000 Penalty: 2901.721924
	Iteration 13Q: 3 clusters Score -951962.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -952017.375000 Penalty: 2901.721924
	Iteration 14Q: 3 clusters Score -952017.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -952053.000000 Penalty: 2901.721924
	Iteration 15Q: 3 clusters Score -952053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -952076.750000 Penalty: 2901.721924
	Iteration 16Q: 3 clusters Score -952076.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -952089.187500 Penalty: 2901.721924
	Iteration 17Q: 3 clusters Score -952089.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -952099.250000 Penalty: 2901.721924
	Iteration 18Q: 3 clusters Score -952099.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -952108.187500 Penalty: 2901.721924
	Iteration 19Q: 3 clusters Score -952108.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -952117.875000 Penalty: 2901.721924
	Iteration 20F: 3 clusters Score -952117.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -952124.375000 Penalty: 2901.721924
	Iteration 21Q: 3 clusters Score -952124.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -952133.500000 Penalty: 2901.721924
	Iteration 22Q: 3 clusters Score -952133.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -952142.062500 Penalty: 2901.721924
	Iteration 23Q: 3 clusters Score -952142.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -952151.062500 Penalty: 2901.721924
	Iteration 24Q: 3 clusters Score -952151.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -952153.187500 Penalty: 2901.721924
	Iteration 25Q: 3 clusters Score -952153.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -952163.562500 Penalty: 2901.721924
	Iteration 26Q: 3 clusters Score -952163.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -952167.250000 Penalty: 2901.721924
	Iteration 27Q: 3 clusters Score -952167.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -952173.812500 Penalty: 2901.721924
	Iteration 28Q: 3 clusters Score -952173.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -952183.375000 Penalty: 2901.721924
	Iteration 29Q: 3 clusters Score -952183.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -952184.937500 Penalty: 2901.721924
	Iteration 30Q: 3 clusters Score -952184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -952189.687500 Penalty: 2901.721924
	Iteration 31Q: 3 clusters Score -952189.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -952192.000000 Penalty: 2901.721924
	Iteration 32Q: 3 clusters Score -952192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -952196.875000 Penalty: 2901.721924
	Iteration 33Q: 3 clusters Score -952196.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -952198.812500 Penalty: 2901.721924
	Iteration 34Q: 3 clusters Score -952198.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -952207.875000 Penalty: 2901.721924
	Iteration 35Q: 3 clusters Score -952207.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -952209.437500 Penalty: 2901.721924
	Iteration 36Q: 3 clusters Score -952209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -952210.500000 Penalty: 2901.721924
	Iteration 37Q: 3 clusters Score -952210.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -952215.000000 Penalty: 2901.721924
	Iteration 38Q: 3 clusters Score -952215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -952221.187500 Penalty: 2901.721924
	Iteration 39Q: 3 clusters Score -952221.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -952224.562500 Penalty: 2901.721924
	Iteration 40F: 3 clusters Score -952224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -952226.000000 Penalty: 2901.721924
	Iteration 41Q: 3 clusters Score -952226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -952227.875000 Penalty: 2901.721924
	Iteration 42Q: 3 clusters Score -952227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -952230.875000 Penalty: 2901.721924
	Iteration 43Q: 3 clusters Score -952230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -952232.687500 Penalty: 2901.721924
	Iteration 44Q: 3 clusters Score -952232.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -952234.750000 Penalty: 2901.721924
	Iteration 45Q: 3 clusters Score -952234.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -952233.625000 Penalty: 2901.721924
	Iteration 46Q: 3 clusters Score -952233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -952233.875000 Penalty: 2901.721924
	Iteration 47Q: 3 clusters Score -952233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -952235.062500 Penalty: 2901.721924
	Iteration 48Q: 3 clusters Score -952235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -952234.812500 Penalty: 2901.721924
	Iteration 49Q: 3 clusters Score -952234.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -952237.437500 Penalty: 2901.721924
	Iteration 50Q: 3 clusters Score -952237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -952236.875000 Penalty: 2901.721924
	Iteration 51Q: 3 clusters Score -952236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -952238.750000 Penalty: 2901.721924
	Iteration 52Q: 3 clusters Score -952238.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -952238.937500 Penalty: 2901.721924
	Iteration 53Q: 3 clusters Score -952238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -952240.500000 Penalty: 2901.721924
	Iteration 54Q: 3 clusters Score -952240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -952241.437500 Penalty: 2901.721924
	Iteration 55Q: 3 clusters Score -952241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -952242.250000 Penalty: 2901.721924
	Iteration 56Q: 3 clusters Score -952242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -952244.187500 Penalty: 2901.721924
	Iteration 57Q: 3 clusters Score -952244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -952245.125000 Penalty: 2901.721924
	Iteration 58Q: 3 clusters Score -952245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -952245.125000 Penalty: 2901.721924
	Iteration 59F: 3 clusters Score -952245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29224.835938 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29224.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28415.529297 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28415.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28473.929688 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28473.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28501.654297 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28501.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28521.361328 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28521.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28523.292969 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28523.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28531.679688 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -28531.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28534.613281 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -28534.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28534.613281 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -28534.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9157.213867 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -9157.214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8536.781250 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -8536.781 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8748.382812 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -8748.383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8797.821289 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -8797.821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8805.002930 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -8805.003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8808.118164 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -8808.118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8808.118164 Penalty: 1678.555420
	Iteration 5F: 3 clusters Score -8808.118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Entering Unmasked Estep 
Score: -850227.187500 Penalty: 1433.435547
	Iteration 0F: 2 clusters Score -850227.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -845141.625000 Penalty: 2866.871094
	Iteration 0F: 3 clusters Score -845141.6 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -846618.937500 Penalty: 2866.871094
	Iteration 1F: 3 clusters Score -846618.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -846831.187500 Penalty: 2866.871094
	Iteration 2F: 3 clusters Score -846831.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -846987.187500 Penalty: 2866.871094
	Iteration 3F: 3 clusters Score -846987.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -847122.250000 Penalty: 2866.871094
	Iteration 4Q: 3 clusters Score -847122.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -847268.625000 Penalty: 2866.871094
	Iteration 5Q: 3 clusters Score -847268.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -847465.187500 Penalty: 2866.871094
	Iteration 6Q: 3 clusters Score -847465.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -847689.312500 Penalty: 2866.871094
	Iteration 7Q: 3 clusters Score -847689.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -847963.000000 Penalty: 2866.871094
	Iteration 8Q: 3 clusters Score -847963 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -848219.250000 Penalty: 2866.871094
	Iteration 9F: 3 clusters Score -848219.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -848426.875000 Penalty: 2866.871094
	Iteration 10Q: 3 clusters Score -848426.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -848604.125000 Penalty: 2866.871094
	Iteration 11Q: 3 clusters Score -848604.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -848751.000000 Penalty: 2866.871094
	Iteration 12Q: 3 clusters Score -848751 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -848918.750000 Penalty: 2866.871094
	Iteration 13Q: 3 clusters Score -848918.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -849133.312500 Penalty: 2866.871094
	Iteration 14Q: 3 clusters Score -849133.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -849322.562500 Penalty: 2866.871094
	Iteration 15Q: 3 clusters Score -849322.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -849444.250000 Penalty: 2866.871094
	Iteration 16Q: 3 clusters Score -849444.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -849535.250000 Penalty: 2866.871094
	Iteration 17Q: 3 clusters Score -849535.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -849599.812500 Penalty: 2866.871094
	Iteration 18Q: 3 clusters Score -849599.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -849648.312500 Penalty: 2866.871094
	Iteration 19Q: 3 clusters Score -849648.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -849686.812500 Penalty: 2866.871094
	Iteration 20F: 3 clusters Score -849686.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -849718.312500 Penalty: 2866.871094
	Iteration 21Q: 3 clusters Score -849718.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -849744.437500 Penalty: 2866.871094
	Iteration 22Q: 3 clusters Score -849744.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -849767.625000 Penalty: 2866.871094
	Iteration 23Q: 3 clusters Score -849767.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -849784.812500 Penalty: 2866.871094
	Iteration 24Q: 3 clusters Score -849784.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -849796.000000 Penalty: 2866.871094
	Iteration 25Q: 3 clusters Score -849796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -849806.750000 Penalty: 2866.871094
	Iteration 26Q: 3 clusters Score -849806.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -849818.000000 Penalty: 2866.871094
	Iteration 27Q: 3 clusters Score -849818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -849824.625000 Penalty: 2866.871094
	Iteration 28Q: 3 clusters Score -849824.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -849832.250000 Penalty: 2866.871094
	Iteration 29Q: 3 clusters Score -849832.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -849842.812500 Penalty: 2866.871094
	Iteration 30Q: 3 clusters Score -849842.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -849849.250000 Penalty: 2866.871094
	Iteration 31Q: 3 clusters Score -849849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -849856.687500 Penalty: 2866.871094
	Iteration 32Q: 3 clusters Score -849856.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -849866.875000 Penalty: 2866.871094
	Iteration 33Q: 3 clusters Score -849866.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -849880.562500 Penalty: 2866.871094
	Iteration 34Q: 3 clusters Score -849880.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -849891.250000 Penalty: 2866.871094
	Iteration 35Q: 3 clusters Score -849891.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -849902.000000 Penalty: 2866.871094
	Iteration 36Q: 3 clusters Score -849902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -849906.125000 Penalty: 2866.871094
	Iteration 37Q: 3 clusters Score -849906.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -849912.937500 Penalty: 2866.871094
	Iteration 38Q: 3 clusters Score -849912.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -849919.750000 Penalty: 2866.871094
	Iteration 39Q: 3 clusters Score -849919.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -849926.812500 Penalty: 2866.871094
	Iteration 40F: 3 clusters Score -849926.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -849932.562500 Penalty: 2866.871094
	Iteration 41Q: 3 clusters Score -849932.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -849937.687500 Penalty: 2866.871094
	Iteration 42Q: 3 clusters Score -849937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -849942.312500 Penalty: 2866.871094
	Iteration 43Q: 3 clusters Score -849942.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -849946.937500 Penalty: 2866.871094
	Iteration 44Q: 3 clusters Score -849946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -849952.437500 Penalty: 2866.871094
	Iteration 45Q: 3 clusters Score -849952.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -849954.875000 Penalty: 2866.871094
	Iteration 46Q: 3 clusters Score -849954.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -849962.312500 Penalty: 2866.871094
	Iteration 47Q: 3 clusters Score -849962.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -849964.250000 Penalty: 2866.871094
	Iteration 48Q: 3 clusters Score -849964.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -849968.187500 Penalty: 2866.871094
	Iteration 49Q: 3 clusters Score -849968.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -849967.625000 Penalty: 2866.871094
	Iteration 50Q: 3 clusters Score -849967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -849969.312500 Penalty: 2866.871094
	Iteration 51Q: 3 clusters Score -849969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -849971.375000 Penalty: 2866.871094
	Iteration 52Q: 3 clusters Score -849971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -849971.375000 Penalty: 2866.871094
	Iteration 53F: 3 clusters Score -849971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Entering Unmasked Estep 
Score: -7021284.500000 Penalty: 1772.059692
	Iteration 0F: 2 clusters Score -7021284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -6984849.500000 Penalty: 3544.119385
	Iteration 0F: 3 clusters Score -6984850 nChanged 25707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -6999472.000000 Penalty: 3544.119385
	Iteration 1F: 3 clusters Score -6999472 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -7000399.500000 Penalty: 3544.119385
	Iteration 2Q: 3 clusters Score -7000400 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -7001835.000000 Penalty: 3544.119385
	Iteration 3F: 3 clusters Score -7001835 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -7004263.000000 Penalty: 3544.119385
	Iteration 4F: 3 clusters Score -7004263 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -7008055.000000 Penalty: 3544.119385
	Iteration 5F: 3 clusters Score -7008055 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -7012535.500000 Penalty: 3544.119385
	Iteration 6F: 3 clusters Score -7012536 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7016078.000000 Penalty: 3544.119385
	Iteration 7F: 3 clusters Score -7016078 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7018194.500000 Penalty: 3544.119385
	Iteration 8Q: 3 clusters Score -7018194 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7019104.500000 Penalty: 3544.119385
	Iteration 9Q: 3 clusters Score -7019104 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7019413.500000 Penalty: 3544.119385
	Iteration 10Q: 3 clusters Score -7019414 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7019559.000000 Penalty: 3544.119385
	Iteration 11Q: 3 clusters Score -7019559 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -7019612.500000 Penalty: 3544.119385
	Iteration 12Q: 3 clusters Score -7019612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -7019631.000000 Penalty: 3544.119385
	Iteration 13Q: 3 clusters Score -7019631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -7019646.000000 Penalty: 3544.119385
	Iteration 14Q: 3 clusters Score -7019646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54281 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7019659.500000 Penalty: 3544.119385
	Iteration 15Q: 3 clusters Score -7019660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -7019672.000000 Penalty: 3544.119385
	Iteration 16Q: 3 clusters Score -7019672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -7019685.000000 Penalty: 3544.119385
	Iteration 17Q: 3 clusters Score -7019685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -7019693.000000 Penalty: 3544.119385
	Iteration 18Q: 3 clusters Score -7019693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -7019712.000000 Penalty: 3544.119385
	Iteration 19Q: 3 clusters Score -7019712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7019719.500000 Penalty: 3544.119385
	Iteration 20F: 3 clusters Score -7019720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7019733.500000 Penalty: 3544.119385
	Iteration 21Q: 3 clusters Score -7019734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7019737.000000 Penalty: 3544.119385
	Iteration 22Q: 3 clusters Score -7019737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7019737.000000 Penalty: 3544.119385
	Iteration 23F: 3 clusters Score -7019737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -77578.468750 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -77578.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -76397.148438 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -76397.15 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76807.906250 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -76807.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76990.171875 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -76990.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77199.437500 Penalty: 2153.252441
	Iteration 3F: 3 clusters Score -77199.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77327.257812 Penalty: 2153.252441
	Iteration 4Q: 3 clusters Score -77327.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77377.617188 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -77377.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77416.218750 Penalty: 2153.252441
	Iteration 6Q: 3 clusters Score -77416.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -77470.585938 Penalty: 2153.252441
	Iteration 7Q: 3 clusters Score -77470.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77497.367188 Penalty: 2153.252441
	Iteration 8Q: 3 clusters Score -77497.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77502.390625 Penalty: 2153.252441
	Iteration 9Q: 3 clusters Score -77502.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77507.843750 Penalty: 2153.252441
	Iteration 10Q: 3 clusters Score -77507.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77510.031250 Penalty: 2153.252441
	Iteration 11Q: 3 clusters Score -77510.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77510.726562 Penalty: 2153.252441
	Iteration 12Q: 3 clusters Score -77510.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77510.726562 Penalty: 2153.252441
	Iteration 13F: 3 clusters Score -77510.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Entering Unmasked Estep 
Score: -386341.500000 Penalty: 1314.241577
	Iteration 0F: 2 clusters Score -386341.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -383476.812500 Penalty: 2628.483154
	Iteration 0F: 3 clusters Score -383476.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -384249.343750 Penalty: 2628.483154
	Iteration 1F: 3 clusters Score -384249.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -384462.000000 Penalty: 2628.483154
	Iteration 2F: 3 clusters Score -384462 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -384614.687500 Penalty: 2628.483154
	Iteration 3F: 3 clusters Score -384614.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -384740.906250 Penalty: 2628.483154
	Iteration 4F: 3 clusters Score -384740.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -384862.750000 Penalty: 2628.483154
	Iteration 5Q: 3 clusters Score -384862.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -384971.500000 Penalty: 2628.483154
	Iteration 6Q: 3 clusters Score -384971.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -385090.718750 Penalty: 2628.483154
	Iteration 7Q: 3 clusters Score -385090.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -385211.812500 Penalty: 2628.483154
	Iteration 8Q: 3 clusters Score -385211.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -385300.187500 Penalty: 2628.483154
	Iteration 9Q: 3 clusters Score -385300.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -385353.125000 Penalty: 2628.483154
	Iteration 10Q: 3 clusters Score -385353.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -385401.031250 Penalty: 2628.483154
	Iteration 11Q: 3 clusters Score -385401 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -385440.031250 Penalty: 2628.483154
	Iteration 12Q: 3 clusters Score -385440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -385466.843750 Penalty: 2628.483154
	Iteration 13Q: 3 clusters Score -385466.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -385478.593750 Penalty: 2628.483154
	Iteration 14Q: 3 clusters Score -385478.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -385489.406250 Penalty: 2628.483154
	Iteration 15Q: 3 clusters Score -385489.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -385497.562500 Penalty: 2628.483154
	Iteration 16Q: 3 clusters Score -385497.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -385504.406250 Penalty: 2628.483154
	Iteration 17Q: 3 clusters Score -385504.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -385507.062500 Penalty: 2628.483154
	Iteration 18Q: 3 clusters Score -385507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -385509.437500 Penalty: 2628.483154
	Iteration 19Q: 3 clusters Score -385509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -385512.531250 Penalty: 2628.483154
	Iteration 20F: 3 clusters Score -385512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -385516.156250 Penalty: 2628.483154
	Iteration 21Q: 3 clusters Score -385516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -385517.156250 Penalty: 2628.483154
	Iteration 22Q: 3 clusters Score -385517.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -385518.718750 Penalty: 2628.483154
	Iteration 23Q: 3 clusters Score -385518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -385520.625000 Penalty: 2628.483154
	Iteration 24Q: 3 clusters Score -385520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -385522.093750 Penalty: 2628.483154
	Iteration 25Q: 3 clusters Score -385522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -385522.750000 Penalty: 2628.483154
	Iteration 26Q: 3 clusters Score -385522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -385522.718750 Penalty: 2628.483154
	Iteration 27Q: 3 clusters Score -385522.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -385522.718750 Penalty: 2628.483154
	Iteration 28F: 3 clusters Score -385522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Entering Unmasked Estep 
Score: -2152400.000000 Penalty: 1579.126221
	Iteration 0F: 2 clusters Score -2152400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2140979.750000 Penalty: 3158.252441
	Iteration 0F: 3 clusters Score -2140980 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2144938.750000 Penalty: 3158.252441
	Iteration 1F: 3 clusters Score -2144939 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2145210.000000 Penalty: 3158.252441
	Iteration 2Q: 3 clusters Score -2145210 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2145419.500000 Penalty: 3158.252441
	Iteration 3Q: 3 clusters Score -2145420 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2145606.750000 Penalty: 3158.252441
	Iteration 4Q: 3 clusters Score -2145607 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2145781.000000 Penalty: 3158.252441
	Iteration 5Q: 3 clusters Score -2145781 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2145980.500000 Penalty: 3158.252441
	Iteration 6Q: 3 clusters Score -2145980 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2146265.250000 Penalty: 3158.252441
	Iteration 7Q: 3 clusters Score -2146265 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2146630.500000 Penalty: 3158.252441
	Iteration 8Q: 3 clusters Score -2146630 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2147134.250000 Penalty: 3158.252441
	Iteration 9F: 3 clusters Score -2147134 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2147810.750000 Penalty: 3158.252441
	Iteration 10F: 3 clusters Score -2147811 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2148579.000000 Penalty: 3158.252441
	Iteration 11F: 3 clusters Score -2148579 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2149361.500000 Penalty: 3158.252441
	Iteration 12F: 3 clusters Score -2149362 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2150048.750000 Penalty: 3158.252441
	Iteration 13Q: 3 clusters Score -2150049 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2150482.000000 Penalty: 3158.252441
	Iteration 14Q: 3 clusters Score -2150482 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2150701.750000 Penalty: 3158.252441
	Iteration 15Q: 3 clusters Score -2150702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2150802.250000 Penalty: 3158.252441
	Iteration 16Q: 3 clusters Score -2150802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2150869.750000 Penalty: 3158.252441
	Iteration 17Q: 3 clusters Score -2150870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2150907.000000 Penalty: 3158.252441
	Iteration 18Q: 3 clusters Score -2150907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2150928.000000 Penalty: 3158.252441
	Iteration 19Q: 3 clusters Score -2150928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2150938.000000 Penalty: 3158.252441
	Iteration 20F: 3 clusters Score -2150938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2150950.500000 Penalty: 3158.252441
	Iteration 21Q: 3 clusters Score -2150950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2150965.000000 Penalty: 3158.252441
	Iteration 22Q: 3 clusters Score -2150965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2150978.000000 Penalty: 3158.252441
	Iteration 23Q: 3 clusters Score -2150978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2150986.000000 Penalty: 3158.252441
	Iteration 24Q: 3 clusters Score -2150986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2150991.000000 Penalty: 3158.252441
	Iteration 25Q: 3 clusters Score -2150991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2150997.750000 Penalty: 3158.252441
	Iteration 26Q: 3 clusters Score -2150998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -2150999.250000 Penalty: 3158.252441
	Iteration 27Q: 3 clusters Score -2150999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2150999.500000 Penalty: 3158.252441
	Iteration 28Q: 3 clusters Score -2151000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2150999.500000 Penalty: 3158.252441
	Iteration 29F: 3 clusters Score -2151000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -2162626.000000 Penalty: 1579.624512
	Iteration 0F: 2 clusters Score -2162626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2151078.250000 Penalty: 3159.249023
	Iteration 0F: 3 clusters Score -2151078 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2155038.000000 Penalty: 3159.249023
	Iteration 1F: 3 clusters Score -2155038 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2155296.000000 Penalty: 3159.249023
	Iteration 2Q: 3 clusters Score -2155296 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2155510.250000 Penalty: 3159.249023
	Iteration 3Q: 3 clusters Score -2155510 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2155663.000000 Penalty: 3159.249023
	Iteration 4Q: 3 clusters Score -2155663 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2155778.250000 Penalty: 3159.249023
	Iteration 5Q: 3 clusters Score -2155778 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2155874.000000 Penalty: 3159.249023
	Iteration 6Q: 3 clusters Score -2155874 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2155939.250000 Penalty: 3159.249023
	Iteration 7Q: 3 clusters Score -2155939 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2156011.500000 Penalty: 3159.249023
	Iteration 8Q: 3 clusters Score -2156012 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2156084.000000 Penalty: 3159.249023
	Iteration 9Q: 3 clusters Score -2156084 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2156156.250000 Penalty: 3159.249023
	Iteration 10Q: 3 clusters Score -2156156 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2156237.750000 Penalty: 3159.249023
	Iteration 11Q: 3 clusters Score -2156238 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2156354.500000 Penalty: 3159.249023
	Iteration 12Q: 3 clusters Score -2156354 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2156545.000000 Penalty: 3159.249023
	Iteration 13Q: 3 clusters Score -2156545 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2156820.750000 Penalty: 3159.249023
	Iteration 14Q: 3 clusters Score -2156821 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2157209.000000 Penalty: 3159.249023
	Iteration 15Q: 3 clusters Score -2157209 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2157712.750000 Penalty: 3159.249023
	Iteration 16Q: 3 clusters Score -2157713 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2158346.250000 Penalty: 3159.249023
	Iteration 17F: 3 clusters Score -2158346 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2159023.750000 Penalty: 3159.249023
	Iteration 18F: 3 clusters Score -2159024 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2159673.750000 Penalty: 3159.249023
	Iteration 19Q: 3 clusters Score -2159674 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2160208.000000 Penalty: 3159.249023
	Iteration 20F: 3 clusters Score -2160208 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2160606.750000 Penalty: 3159.249023
	Iteration 21Q: 3 clusters Score -2160607 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2160865.750000 Penalty: 3159.249023
	Iteration 22Q: 3 clusters Score -2160866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2161015.750000 Penalty: 3159.249023
	Iteration 23Q: 3 clusters Score -2161016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2161098.750000 Penalty: 3159.249023
	Iteration 24Q: 3 clusters Score -2161099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2161158.000000 Penalty: 3159.249023
	Iteration 25Q: 3 clusters Score -2161158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2161204.250000 Penalty: 3159.249023
	Iteration 26Q: 3 clusters Score -2161204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2161212.250000 Penalty: 3159.249023
	Iteration 27Q: 3 clusters Score -2161212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2161219.500000 Penalty: 3159.249023
	Iteration 28Q: 3 clusters Score -2161220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2161228.250000 Penalty: 3159.249023
	Iteration 29Q: 3 clusters Score -2161228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2161229.500000 Penalty: 3159.249023
	Iteration 30Q: 3 clusters Score -2161230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2161231.500000 Penalty: 3159.249023
	Iteration 31Q: 3 clusters Score -2161232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -2161231.500000 Penalty: 3159.249023
	Iteration 32F: 3 clusters Score -2161232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Entering Unmasked Estep 
Score: -1653997.500000 Penalty: 1535.648560
	Iteration 0F: 2 clusters Score -1653998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1645075.250000 Penalty: 3071.297119
	Iteration 0F: 3 clusters Score -1645075 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1648009.000000 Penalty: 3071.297119
	Iteration 1F: 3 clusters Score -1648009 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1648287.250000 Penalty: 3071.297119
	Iteration 2F: 3 clusters Score -1648287 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1648548.750000 Penalty: 3071.297119
	Iteration 3Q: 3 clusters Score -1648549 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1648824.750000 Penalty: 3071.297119
	Iteration 4Q: 3 clusters Score -1648825 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1649128.375000 Penalty: 3071.297119
	Iteration 5Q: 3 clusters Score -1649128 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1649446.500000 Penalty: 3071.297119
	Iteration 6Q: 3 clusters Score -1649446 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1649851.875000 Penalty: 3071.297119
	Iteration 7F: 3 clusters Score -1649852 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1650257.125000 Penalty: 3071.297119
	Iteration 8F: 3 clusters Score -1650257 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1650686.750000 Penalty: 3071.297119
	Iteration 9Q: 3 clusters Score -1650687 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1651103.125000 Penalty: 3071.297119
	Iteration 10Q: 3 clusters Score -1651103 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1651463.250000 Penalty: 3071.297119
	Iteration 11Q: 3 clusters Score -1651463 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1651749.500000 Penalty: 3071.297119
	Iteration 12Q: 3 clusters Score -1651750 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1651982.875000 Penalty: 3071.297119
	Iteration 13Q: 3 clusters Score -1651983 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1652158.750000 Penalty: 3071.297119
	Iteration 14Q: 3 clusters Score -1652159 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1652263.750000 Penalty: 3071.297119
	Iteration 15Q: 3 clusters Score -1652264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1652319.250000 Penalty: 3071.297119
	Iteration 16Q: 3 clusters Score -1652319 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1652356.250000 Penalty: 3071.297119
	Iteration 17Q: 3 clusters Score -1652356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1652376.500000 Penalty: 3071.297119
	Iteration 18Q: 3 clusters Score -1652376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1652396.875000 Penalty: 3071.297119
	Iteration 19Q: 3 clusters Score -1652397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1652412.375000 Penalty: 3071.297119
	Iteration 20F: 3 clusters Score -1652412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1652420.750000 Penalty: 3071.297119
	Iteration 21Q: 3 clusters Score -1652421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1652432.000000 Penalty: 3071.297119
	Iteration 22Q: 3 clusters Score -1652432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1652442.375000 Penalty: 3071.297119
	Iteration 23Q: 3 clusters Score -1652442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1652441.375000 Penalty: 3071.297119
	Iteration 24Q: 3 clusters Score -1652441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1652445.375000 Penalty: 3071.297119
	Iteration 25Q: 3 clusters Score -1652445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1652451.125000 Penalty: 3071.297119
	Iteration 26Q: 3 clusters Score -1652451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1652452.250000 Penalty: 3071.297119
	Iteration 27Q: 3 clusters Score -1652452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1652457.125000 Penalty: 3071.297119
	Iteration 28Q: 3 clusters Score -1652457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1652458.875000 Penalty: 3071.297119
	Iteration 29Q: 3 clusters Score -1652459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1652464.500000 Penalty: 3071.297119
	Iteration 30Q: 3 clusters Score -1652464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1652465.875000 Penalty: 3071.297119
	Iteration 31Q: 3 clusters Score -1652466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1652465.000000 Penalty: 3071.297119
	Iteration 32Q: 3 clusters Score -1652465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1652468.375000 Penalty: 3071.297119
	Iteration 33Q: 3 clusters Score -1652468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1652468.750000 Penalty: 3071.297119
	Iteration 34Q: 3 clusters Score -1652469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1652471.375000 Penalty: 3071.297119
	Iteration 35Q: 3 clusters Score -1652471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1652474.250000 Penalty: 3071.297119
	Iteration 36Q: 3 clusters Score -1652474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1652475.750000 Penalty: 3071.297119
	Iteration 37Q: 3 clusters Score -1652476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1652475.875000 Penalty: 3071.297119
	Iteration 38Q: 3 clusters Score -1652476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1652477.125000 Penalty: 3071.297119
	Iteration 39Q: 3 clusters Score -1652477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1652476.500000 Penalty: 3071.297119
	Iteration 40F: 3 clusters Score -1652476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1652475.125000 Penalty: 3071.297119
	Iteration 41Q: 3 clusters Score -1652475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1652476.125000 Penalty: 3071.297119
	Iteration 42Q: 3 clusters Score -1652476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1652474.500000 Penalty: 3071.297119
	Iteration 43Q: 3 clusters Score -1652474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1652474.500000 Penalty: 3071.297119
	Iteration 44F: 3 clusters Score -1652474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -138014.250000 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -138014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -136521.640625 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -136521.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -136821.781250 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -136821.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -136899.000000 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -136899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136943.625000 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -136943.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136978.015625 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -136978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -136998.843750 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -136998.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137018.421875 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -137018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -137033.625000 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -137033.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -137048.312500 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -137048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137058.781250 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -137058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -137072.000000 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -137072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -137081.296875 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -137081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137091.406250 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -137091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -137109.281250 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -137109.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137120.109375 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -137120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -137126.328125 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -137126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -137131.218750 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -137131.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -137134.687500 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -137134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -137138.000000 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -137138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -137140.265625 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -137140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -137140.890625 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -137140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Entering Unmasked Estep 
Score: -817231.000000 Penalty: 1426.452881
	Iteration 0F: 2 clusters Score -817231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -812337.187500 Penalty: 2852.905762
	Iteration 0F: 3 clusters Score -812337.2 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -813765.937500 Penalty: 2852.905762
	Iteration 1F: 3 clusters Score -813765.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -813977.625000 Penalty: 2852.905762
	Iteration 2F: 3 clusters Score -813977.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -814140.375000 Penalty: 2852.905762
	Iteration 3F: 3 clusters Score -814140.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -814261.562500 Penalty: 2852.905762
	Iteration 4Q: 3 clusters Score -814261.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -814360.375000 Penalty: 2852.905762
	Iteration 5Q: 3 clusters Score -814360.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -814447.437500 Penalty: 2852.905762
	Iteration 6Q: 3 clusters Score -814447.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -814525.625000 Penalty: 2852.905762
	Iteration 7Q: 3 clusters Score -814525.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -814605.250000 Penalty: 2852.905762
	Iteration 8Q: 3 clusters Score -814605.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -814690.250000 Penalty: 2852.905762
	Iteration 9Q: 3 clusters Score -814690.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -814796.937500 Penalty: 2852.905762
	Iteration 10Q: 3 clusters Score -814796.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -814924.062500 Penalty: 2852.905762
	Iteration 11Q: 3 clusters Score -814924.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -815050.125000 Penalty: 2852.905762
	Iteration 12Q: 3 clusters Score -815050.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -815177.875000 Penalty: 2852.905762
	Iteration 13Q: 3 clusters Score -815177.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -815310.437500 Penalty: 2852.905762
	Iteration 14Q: 3 clusters Score -815310.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -815448.750000 Penalty: 2852.905762
	Iteration 15Q: 3 clusters Score -815448.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -815564.562500 Penalty: 2852.905762
	Iteration 16Q: 3 clusters Score -815564.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -815641.000000 Penalty: 2852.905762
	Iteration 17Q: 3 clusters Score -815641 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -815712.375000 Penalty: 2852.905762
	Iteration 18Q: 3 clusters Score -815712.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -815771.625000 Penalty: 2852.905762
	Iteration 19Q: 3 clusters Score -815771.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -815805.625000 Penalty: 2852.905762
	Iteration 20F: 3 clusters Score -815805.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -815837.000000 Penalty: 2852.905762
	Iteration 21Q: 3 clusters Score -815837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -815869.187500 Penalty: 2852.905762
	Iteration 22Q: 3 clusters Score -815869.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -815900.437500 Penalty: 2852.905762
	Iteration 23Q: 3 clusters Score -815900.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -815923.937500 Penalty: 2852.905762
	Iteration 24Q: 3 clusters Score -815923.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -815939.750000 Penalty: 2852.905762
	Iteration 25Q: 3 clusters Score -815939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -815953.375000 Penalty: 2852.905762
	Iteration 26Q: 3 clusters Score -815953.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -815961.312500 Penalty: 2852.905762
	Iteration 27Q: 3 clusters Score -815961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -815966.562500 Penalty: 2852.905762
	Iteration 28Q: 3 clusters Score -815966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -815971.125000 Penalty: 2852.905762
	Iteration 29Q: 3 clusters Score -815971.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -815975.062500 Penalty: 2852.905762
	Iteration 30Q: 3 clusters Score -815975.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -815978.125000 Penalty: 2852.905762
	Iteration 31Q: 3 clusters Score -815978.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -815982.062500 Penalty: 2852.905762
	Iteration 32Q: 3 clusters Score -815982.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -815990.562500 Penalty: 2852.905762
	Iteration 33Q: 3 clusters Score -815990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -815993.062500 Penalty: 2852.905762
	Iteration 34Q: 3 clusters Score -815993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -815994.625000 Penalty: 2852.905762
	Iteration 35Q: 3 clusters Score -815994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -815996.812500 Penalty: 2852.905762
	Iteration 36Q: 3 clusters Score -815996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -815998.562500 Penalty: 2852.905762
	Iteration 37Q: 3 clusters Score -815998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -815998.562500 Penalty: 2852.905762
	Iteration 38F: 3 clusters Score -815998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Entering Unmasked Estep 
Score: -10846077.000000 Penalty: 1843.753296
	Iteration 0F: 2 clusters Score -1.084608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -10789745.000000 Penalty: 3687.506592
	Iteration 0F: 3 clusters Score -1.078974e+07 nChanged 40391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -10813167.000000 Penalty: 3687.506592
	Iteration 1F: 3 clusters Score -1.081317e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -10813911.000000 Penalty: 3687.506592
	Iteration 2Q: 3 clusters Score -1.081391e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -10815061.000000 Penalty: 3687.506592
	Iteration 3Q: 3 clusters Score -1.081506e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -10816368.000000 Penalty: 3687.506592
	Iteration 4Q: 3 clusters Score -1.081637e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -10818202.000000 Penalty: 3687.506592
	Iteration 5Q: 3 clusters Score -1.08182e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -10820902.000000 Penalty: 3687.506592
	Iteration 6F: 3 clusters Score -1.08209e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -10824302.000000 Penalty: 3687.506592
	Iteration 7F: 3 clusters Score -1.08243e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -10828540.000000 Penalty: 3687.506592
	Iteration 8F: 3 clusters Score -1.082854e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -10833072.000000 Penalty: 3687.506592
	Iteration 9F: 3 clusters Score -1.083307e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -10837362.000000 Penalty: 3687.506592
	Iteration 10F: 3 clusters Score -1.083736e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -10840598.000000 Penalty: 3687.506592
	Iteration 11Q: 3 clusters Score -1.08406e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -10842535.000000 Penalty: 3687.506592
	Iteration 12Q: 3 clusters Score -1.084254e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -10843517.000000 Penalty: 3687.506592
	Iteration 13Q: 3 clusters Score -1.084352e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10843998.000000 Penalty: 3687.506592
	Iteration 14Q: 3 clusters Score -1.0844e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10844228.000000 Penalty: 3687.506592
	Iteration 15Q: 3 clusters Score -1.084423e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84389 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -10844348.000000 Penalty: 3687.506592
	Iteration 16Q: 3 clusters Score -1.084435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84421 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10844395.000000 Penalty: 3687.506592
	Iteration 17Q: 3 clusters Score -1.08444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10844428.000000 Penalty: 3687.506592
	Iteration 18Q: 3 clusters Score -1.084443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10844439.000000 Penalty: 3687.506592
	Iteration 19Q: 3 clusters Score -1.084444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -10844467.000000 Penalty: 3687.506592
	Iteration 20F: 3 clusters Score -1.084447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -10844465.000000 Penalty: 3687.506592
	Iteration 21Q: 3 clusters Score -1.084446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -10844478.000000 Penalty: 3687.506592
	Iteration 22Q: 3 clusters Score -1.084448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84457 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10844482.000000 Penalty: 3687.506592
	Iteration 23Q: 3 clusters Score -1.084448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10844478.000000 Penalty: 3687.506592
	Iteration 24Q: 3 clusters Score -1.084448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -10844478.000000 Penalty: 3687.506592
	Iteration 25F: 3 clusters Score -1.084448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -255603.015625 Penalty: 1243.847046
	Iteration 0F: 2 clusters Score -255603 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 1052 members 
Entering Unmasked Estep 
Score: -253400.515625 Penalty: 2487.694092
	Iteration 0F: 3 clusters Score -253400.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -253919.203125 Penalty: 2487.694092
	Iteration 1F: 3 clusters Score -253919.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -254011.046875 Penalty: 2487.694092
	Iteration 2F: 3 clusters Score -254011 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -254056.062500 Penalty: 2487.694092
	Iteration 3Q: 3 clusters Score -254056.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254089.312500 Penalty: 2487.694092
	Iteration 4Q: 3 clusters Score -254089.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -254111.281250 Penalty: 2487.694092
	Iteration 5Q: 3 clusters Score -254111.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -254122.671875 Penalty: 2487.694092
	Iteration 6Q: 3 clusters Score -254122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -254128.437500 Penalty: 2487.694092
	Iteration 7Q: 3 clusters Score -254128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -254132.671875 Penalty: 2487.694092
	Iteration 8Q: 3 clusters Score -254132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254135.671875 Penalty: 2487.694092
	Iteration 9Q: 3 clusters Score -254135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -254138.968750 Penalty: 2487.694092
	Iteration 10Q: 3 clusters Score -254139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254141.859375 Penalty: 2487.694092
	Iteration 11Q: 3 clusters Score -254141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254145.671875 Penalty: 2487.694092
	Iteration 12Q: 3 clusters Score -254145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254146.812500 Penalty: 2487.694092
	Iteration 13Q: 3 clusters Score -254146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254148.328125 Penalty: 2487.694092
	Iteration 14Q: 3 clusters Score -254148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -254148.328125 Penalty: 2487.694092
	Iteration 15F: 3 clusters Score -254148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -934528.125000 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -934528.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -928710.437500 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -928710.4 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -930597.875000 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -930597.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -930940.187500 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -930940.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -931204.500000 Penalty: 2918.515137
	Iteration 3F: 3 clusters Score -931204.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -931437.562500 Penalty: 2918.515137
	Iteration 4F: 3 clusters Score -931437.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -931648.937500 Penalty: 2918.515137
	Iteration 5Q: 3 clusters Score -931648.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -931859.125000 Penalty: 2918.515137
	Iteration 6Q: 3 clusters Score -931859.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -932063.187500 Penalty: 2918.515137
	Iteration 7Q: 3 clusters Score -932063.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -932278.437500 Penalty: 2918.515137
	Iteration 8Q: 3 clusters Score -932278.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -932484.250000 Penalty: 2918.515137
	Iteration 9Q: 3 clusters Score -932484.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -932682.125000 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -932682.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -932843.125000 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -932843.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -932973.062500 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -932973.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -933062.562500 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -933062.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -933139.000000 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -933139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -933183.937500 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -933183.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -933213.250000 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -933213.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -933232.625000 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -933232.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -933247.375000 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -933247.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -933254.500000 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -933254.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -933262.250000 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -933262.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -933266.187500 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -933266.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -933274.000000 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -933274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -933275.125000 Penalty: 2918.515137
	Iteration 23Q: 3 clusters Score -933275.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -933280.500000 Penalty: 2918.515137
	Iteration 24Q: 3 clusters Score -933280.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -933283.937500 Penalty: 2918.515137
	Iteration 25Q: 3 clusters Score -933283.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -933284.937500 Penalty: 2918.515137
	Iteration 26Q: 3 clusters Score -933284.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -933288.437500 Penalty: 2918.515137
	Iteration 27Q: 3 clusters Score -933288.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -933289.812500 Penalty: 2918.515137
	Iteration 28Q: 3 clusters Score -933289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -933294.625000 Penalty: 2918.515137
	Iteration 29Q: 3 clusters Score -933294.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -933298.187500 Penalty: 2918.515137
	Iteration 30Q: 3 clusters Score -933298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -933302.125000 Penalty: 2918.515137
	Iteration 31Q: 3 clusters Score -933302.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -933304.687500 Penalty: 2918.515137
	Iteration 32Q: 3 clusters Score -933304.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -933306.125000 Penalty: 2918.515137
	Iteration 33Q: 3 clusters Score -933306.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -933310.375000 Penalty: 2918.515137
	Iteration 34Q: 3 clusters Score -933310.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -933310.062500 Penalty: 2918.515137
	Iteration 35Q: 3 clusters Score -933310.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -933313.437500 Penalty: 2918.515137
	Iteration 36Q: 3 clusters Score -933313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -933313.562500 Penalty: 2918.515137
	Iteration 37Q: 3 clusters Score -933313.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -933312.875000 Penalty: 2918.515137
	Iteration 38Q: 3 clusters Score -933312.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -933312.375000 Penalty: 2918.515137
	Iteration 39Q: 3 clusters Score -933312.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -933314.062500 Penalty: 2918.515137
	Iteration 40F: 3 clusters Score -933314.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -933317.687500 Penalty: 2918.515137
	Iteration 41Q: 3 clusters Score -933317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -933318.750000 Penalty: 2918.515137
	Iteration 42Q: 3 clusters Score -933318.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -933320.312500 Penalty: 2918.515137
	Iteration 43Q: 3 clusters Score -933320.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -933322.687500 Penalty: 2918.515137
	Iteration 44Q: 3 clusters Score -933322.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -933328.625000 Penalty: 2918.515137
	Iteration 45Q: 3 clusters Score -933328.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -933331.187500 Penalty: 2918.515137
	Iteration 46Q: 3 clusters Score -933331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -933335.937500 Penalty: 2918.515137
	Iteration 47Q: 3 clusters Score -933335.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -933336.437500 Penalty: 2918.515137
	Iteration 48Q: 3 clusters Score -933336.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -933341.062500 Penalty: 2918.515137
	Iteration 49Q: 3 clusters Score -933341.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -933342.812500 Penalty: 2918.515137
	Iteration 50Q: 3 clusters Score -933342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -933346.500000 Penalty: 2918.515137
	Iteration 51Q: 3 clusters Score -933346.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -933352.125000 Penalty: 2918.515137
	Iteration 52Q: 3 clusters Score -933352.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -933357.437500 Penalty: 2918.515137
	Iteration 53Q: 3 clusters Score -933357.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -933365.375000 Penalty: 2918.515137
	Iteration 54Q: 3 clusters Score -933365.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -933369.562500 Penalty: 2918.515137
	Iteration 55Q: 3 clusters Score -933369.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -933377.875000 Penalty: 2918.515137
	Iteration 56Q: 3 clusters Score -933377.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -933381.500000 Penalty: 2918.515137
	Iteration 57Q: 3 clusters Score -933381.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -933381.187500 Penalty: 2918.515137
	Iteration 58Q: 3 clusters Score -933381.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -933388.312500 Penalty: 2918.515137
	Iteration 59Q: 3 clusters Score -933388.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -933390.437500 Penalty: 2918.515137
	Iteration 60F: 3 clusters Score -933390.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -933388.375000 Penalty: 2918.515137
	Iteration 61Q: 3 clusters Score -933388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -933392.062500 Penalty: 2918.515137
	Iteration 62Q: 3 clusters Score -933392.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -933396.687500 Penalty: 2918.515137
	Iteration 63Q: 3 clusters Score -933396.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -933401.375000 Penalty: 2918.515137
	Iteration 64Q: 3 clusters Score -933401.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -933407.312500 Penalty: 2918.515137
	Iteration 65Q: 3 clusters Score -933407.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -933409.812500 Penalty: 2918.515137
	Iteration 66Q: 3 clusters Score -933409.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -933415.937500 Penalty: 2918.515137
	Iteration 67Q: 3 clusters Score -933415.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -933417.937500 Penalty: 2918.515137
	Iteration 68Q: 3 clusters Score -933417.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -933424.687500 Penalty: 2918.515137
	Iteration 69Q: 3 clusters Score -933424.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -933432.625000 Penalty: 2918.515137
	Iteration 70Q: 3 clusters Score -933432.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -933435.750000 Penalty: 2918.515137
	Iteration 71Q: 3 clusters Score -933435.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -933444.312500 Penalty: 2918.515137
	Iteration 72Q: 3 clusters Score -933444.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -933453.250000 Penalty: 2918.515137
	Iteration 73Q: 3 clusters Score -933453.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -933457.062500 Penalty: 2918.515137
	Iteration 74Q: 3 clusters Score -933457.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -933466.500000 Penalty: 2918.515137
	Iteration 75Q: 3 clusters Score -933466.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -933473.437500 Penalty: 2918.515137
	Iteration 76Q: 3 clusters Score -933473.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -933478.375000 Penalty: 2918.515137
	Iteration 77Q: 3 clusters Score -933478.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -933486.687500 Penalty: 2918.515137
	Iteration 78Q: 3 clusters Score -933486.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -933492.750000 Penalty: 2918.515137
	Iteration 79Q: 3 clusters Score -933492.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -933502.875000 Penalty: 2918.515137
	Iteration 80F: 3 clusters Score -933502.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -933508.625000 Penalty: 2918.515137
	Iteration 81Q: 3 clusters Score -933508.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -933517.562500 Penalty: 2918.515137
	Iteration 82Q: 3 clusters Score -933517.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -933523.875000 Penalty: 2918.515137
	Iteration 83Q: 3 clusters Score -933523.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -933529.812500 Penalty: 2918.515137
	Iteration 84Q: 3 clusters Score -933529.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -933534.125000 Penalty: 2918.515137
	Iteration 85Q: 3 clusters Score -933534.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -933539.875000 Penalty: 2918.515137
	Iteration 86Q: 3 clusters Score -933539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -933542.500000 Penalty: 2918.515137
	Iteration 87Q: 3 clusters Score -933542.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -933546.437500 Penalty: 2918.515137
	Iteration 88Q: 3 clusters Score -933546.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -933549.125000 Penalty: 2918.515137
	Iteration 89Q: 3 clusters Score -933549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -933555.812500 Penalty: 2918.515137
	Iteration 90Q: 3 clusters Score -933555.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -933562.625000 Penalty: 2918.515137
	Iteration 91Q: 3 clusters Score -933562.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -933565.437500 Penalty: 2918.515137
	Iteration 92Q: 3 clusters Score -933565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -933570.125000 Penalty: 2918.515137
	Iteration 93Q: 3 clusters Score -933570.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -933575.875000 Penalty: 2918.515137
	Iteration 94Q: 3 clusters Score -933575.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -933583.187500 Penalty: 2918.515137
	Iteration 95Q: 3 clusters Score -933583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -933588.437500 Penalty: 2918.515137
	Iteration 96Q: 3 clusters Score -933588.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -933592.312500 Penalty: 2918.515137
	Iteration 97Q: 3 clusters Score -933592.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -933598.187500 Penalty: 2918.515137
	Iteration 98Q: 3 clusters Score -933598.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -933601.937500 Penalty: 2918.515137
	Iteration 99Q: 3 clusters Score -933601.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -933608.375000 Penalty: 2918.515137
	Iteration 100F: 3 clusters Score -933608.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -933613.437500 Penalty: 2918.515137
	Iteration 101Q: 3 clusters Score -933613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -933617.625000 Penalty: 2918.515137
	Iteration 102Q: 3 clusters Score -933617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -933617.312500 Penalty: 2918.515137
	Iteration 103Q: 3 clusters Score -933617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -933619.437500 Penalty: 2918.515137
	Iteration 104Q: 3 clusters Score -933619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -933620.687500 Penalty: 2918.515137
	Iteration 105Q: 3 clusters Score -933620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -933621.562500 Penalty: 2918.515137
	Iteration 106Q: 3 clusters Score -933621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -933624.125000 Penalty: 2918.515137
	Iteration 107Q: 3 clusters Score -933624.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -933625.937500 Penalty: 2918.515137
	Iteration 108Q: 3 clusters Score -933625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -933627.250000 Penalty: 2918.515137
	Iteration 109Q: 3 clusters Score -933627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -933630.500000 Penalty: 2918.515137
	Iteration 110Q: 3 clusters Score -933630.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -933636.125000 Penalty: 2918.515137
	Iteration 111Q: 3 clusters Score -933636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -933639.687500 Penalty: 2918.515137
	Iteration 112Q: 3 clusters Score -933639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -933643.125000 Penalty: 2918.515137
	Iteration 113Q: 3 clusters Score -933643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -933645.375000 Penalty: 2918.515137
	Iteration 114Q: 3 clusters Score -933645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -933645.687500 Penalty: 2918.515137
	Iteration 115Q: 3 clusters Score -933645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -933645.437500 Penalty: 2918.515137
	Iteration 116Q: 3 clusters Score -933645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -933647.562500 Penalty: 2918.515137
	Iteration 117Q: 3 clusters Score -933647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -933648.250000 Penalty: 2918.515137
	Iteration 118Q: 3 clusters Score -933648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -933649.000000 Penalty: 2918.515137
	Iteration 119Q: 3 clusters Score -933649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -933650.625000 Penalty: 2918.515137
	Iteration 120F: 3 clusters Score -933650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -933649.375000 Penalty: 2918.515137
	Iteration 121Q: 3 clusters Score -933649.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -933650.250000 Penalty: 2918.515137
	Iteration 122Q: 3 clusters Score -933650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -933650.812500 Penalty: 2918.515137
	Iteration 123Q: 3 clusters Score -933650.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -933650.812500 Penalty: 2918.515137
	Iteration 124F: 3 clusters Score -933650.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -22905.414062 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -22905.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22267.330078 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -22267.33 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22595.783203 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -22595.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22669.406250 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -22669.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22691.214844 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -22691.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -22703.162109 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -22703.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22716.486328 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -22716.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22739.767578 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -22739.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22754.130859 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -22754.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22784.943359 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -22784.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22801.718750 Penalty: 1831.306519
	Iteration 9Q: 3 clusters Score -22801.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22813.615234 Penalty: 1831.306519
	Iteration 10Q: 3 clusters Score -22813.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22819.564453 Penalty: 1831.306519
	Iteration 11Q: 3 clusters Score -22819.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22819.564453 Penalty: 1831.306519
	Iteration 12F: 3 clusters Score -22819.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -299869.625000 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -299869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -297506.125000 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -297506.1 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -298060.468750 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -298060.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -298186.687500 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -298186.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298274.531250 Penalty: 2522.428711
	Iteration 3F: 3 clusters Score -298274.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -298329.531250 Penalty: 2522.428711
	Iteration 4Q: 3 clusters Score -298329.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -298359.625000 Penalty: 2522.428711
	Iteration 5Q: 3 clusters Score -298359.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -298378.875000 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -298378.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -298395.187500 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -298395.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298407.906250 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -298407.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -298419.750000 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -298419.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -298431.250000 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -298431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -298436.250000 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -298436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -298441.281250 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -298441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -298443.437500 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -298443.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -298443.437500 Penalty: 2522.428711
	Iteration 14F: 3 clusters Score -298443.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Entering Unmasked Estep 
Score: -1648236.625000 Penalty: 1540.274170
	Iteration 0F: 2 clusters Score -1648237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1639024.000000 Penalty: 3080.548340
	Iteration 0F: 3 clusters Score -1639024 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1642275.875000 Penalty: 3080.548340
	Iteration 1F: 3 clusters Score -1642276 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1642692.125000 Penalty: 3080.548340
	Iteration 2F: 3 clusters Score -1642692 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1643110.000000 Penalty: 3080.548340
	Iteration 3F: 3 clusters Score -1643110 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1643501.750000 Penalty: 3080.548340
	Iteration 4F: 3 clusters Score -1643502 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1643919.750000 Penalty: 3080.548340
	Iteration 5F: 3 clusters Score -1643920 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1644365.625000 Penalty: 3080.548340
	Iteration 6F: 3 clusters Score -1644366 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1644819.000000 Penalty: 3080.548340
	Iteration 7F: 3 clusters Score -1644819 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1645244.750000 Penalty: 3080.548340
	Iteration 8F: 3 clusters Score -1645245 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1645638.125000 Penalty: 3080.548340
	Iteration 9Q: 3 clusters Score -1645638 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1646014.500000 Penalty: 3080.548340
	Iteration 10Q: 3 clusters Score -1646014 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1646373.500000 Penalty: 3080.548340
	Iteration 11Q: 3 clusters Score -1646374 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1646657.250000 Penalty: 3080.548340
	Iteration 12Q: 3 clusters Score -1646657 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1646884.875000 Penalty: 3080.548340
	Iteration 13Q: 3 clusters Score -1646885 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1647056.125000 Penalty: 3080.548340
	Iteration 14Q: 3 clusters Score -1647056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1647197.625000 Penalty: 3080.548340
	Iteration 15Q: 3 clusters Score -1647198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1647298.000000 Penalty: 3080.548340
	Iteration 16Q: 3 clusters Score -1647298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1647354.500000 Penalty: 3080.548340
	Iteration 17Q: 3 clusters Score -1647354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1647400.875000 Penalty: 3080.548340
	Iteration 18Q: 3 clusters Score -1647401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1647447.000000 Penalty: 3080.548340
	Iteration 19Q: 3 clusters Score -1647447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1647474.875000 Penalty: 3080.548340
	Iteration 20F: 3 clusters Score -1647475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1647488.750000 Penalty: 3080.548340
	Iteration 21Q: 3 clusters Score -1647489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1647507.250000 Penalty: 3080.548340
	Iteration 22Q: 3 clusters Score -1647507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1647517.500000 Penalty: 3080.548340
	Iteration 23Q: 3 clusters Score -1647518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1647524.125000 Penalty: 3080.548340
	Iteration 24Q: 3 clusters Score -1647524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1647525.875000 Penalty: 3080.548340
	Iteration 25Q: 3 clusters Score -1647526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1647535.750000 Penalty: 3080.548340
	Iteration 26Q: 3 clusters Score -1647536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1647542.625000 Penalty: 3080.548340
	Iteration 27Q: 3 clusters Score -1647543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1647551.750000 Penalty: 3080.548340
	Iteration 28Q: 3 clusters Score -1647552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1647552.875000 Penalty: 3080.548340
	Iteration 29Q: 3 clusters Score -1647553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1647555.625000 Penalty: 3080.548340
	Iteration 30Q: 3 clusters Score -1647556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1647557.125000 Penalty: 3080.548340
	Iteration 31Q: 3 clusters Score -1647557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1647556.375000 Penalty: 3080.548340
	Iteration 32Q: 3 clusters Score -1647556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1647558.625000 Penalty: 3080.548340
	Iteration 33Q: 3 clusters Score -1647559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1647558.750000 Penalty: 3080.548340
	Iteration 34Q: 3 clusters Score -1647559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1647561.750000 Penalty: 3080.548340
	Iteration 35Q: 3 clusters Score -1647562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1647564.000000 Penalty: 3080.548340
	Iteration 36Q: 3 clusters Score -1647564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1647566.375000 Penalty: 3080.548340
	Iteration 37Q: 3 clusters Score -1647566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1647567.625000 Penalty: 3080.548340
	Iteration 38Q: 3 clusters Score -1647568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1647571.375000 Penalty: 3080.548340
	Iteration 39Q: 3 clusters Score -1647571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1647572.375000 Penalty: 3080.548340
	Iteration 40F: 3 clusters Score -1647572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1647570.375000 Penalty: 3080.548340
	Iteration 41Q: 3 clusters Score -1647570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1647571.250000 Penalty: 3080.548340
	Iteration 42Q: 3 clusters Score -1647571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1647576.625000 Penalty: 3080.548340
	Iteration 43Q: 3 clusters Score -1647577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1647577.125000 Penalty: 3080.548340
	Iteration 44Q: 3 clusters Score -1647577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1647580.250000 Penalty: 3080.548340
	Iteration 45Q: 3 clusters Score -1647580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1647581.250000 Penalty: 3080.548340
	Iteration 46Q: 3 clusters Score -1647581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1647582.250000 Penalty: 3080.548340
	Iteration 47Q: 3 clusters Score -1647582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1647584.875000 Penalty: 3080.548340
	Iteration 48Q: 3 clusters Score -1647585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1647591.875000 Penalty: 3080.548340
	Iteration 49Q: 3 clusters Score -1647592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1647591.375000 Penalty: 3080.548340
	Iteration 50Q: 3 clusters Score -1647591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1647594.250000 Penalty: 3080.548340
	Iteration 51Q: 3 clusters Score -1647594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1647597.000000 Penalty: 3080.548340
	Iteration 52Q: 3 clusters Score -1647597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1647599.500000 Penalty: 3080.548340
	Iteration 53Q: 3 clusters Score -1647600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1647603.250000 Penalty: 3080.548340
	Iteration 54Q: 3 clusters Score -1647603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1647603.750000 Penalty: 3080.548340
	Iteration 55Q: 3 clusters Score -1647604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1647605.250000 Penalty: 3080.548340
	Iteration 56Q: 3 clusters Score -1647605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1647605.500000 Penalty: 3080.548340
	Iteration 57Q: 3 clusters Score -1647606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1647604.500000 Penalty: 3080.548340
	Iteration 58Q: 3 clusters Score -1647604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1647604.500000 Penalty: 3080.548340
	Iteration 59F: 3 clusters Score -1647604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -670392.250000 Penalty: 1395.068848
	Iteration 0F: 2 clusters Score -670392.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -666262.125000 Penalty: 2790.137695
	Iteration 0F: 3 clusters Score -666262.1 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -667408.437500 Penalty: 2790.137695
	Iteration 1F: 3 clusters Score -667408.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -667617.562500 Penalty: 2790.137695
	Iteration 2F: 3 clusters Score -667617.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -667821.437500 Penalty: 2790.137695
	Iteration 3F: 3 clusters Score -667821.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -668017.187500 Penalty: 2790.137695
	Iteration 4F: 3 clusters Score -668017.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -668224.875000 Penalty: 2790.137695
	Iteration 5F: 3 clusters Score -668224.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -668389.312500 Penalty: 2790.137695
	Iteration 6Q: 3 clusters Score -668389.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -668560.937500 Penalty: 2790.137695
	Iteration 7Q: 3 clusters Score -668560.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -668698.250000 Penalty: 2790.137695
	Iteration 8Q: 3 clusters Score -668698.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -668816.375000 Penalty: 2790.137695
	Iteration 9Q: 3 clusters Score -668816.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -668921.562500 Penalty: 2790.137695
	Iteration 10Q: 3 clusters Score -668921.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -668992.625000 Penalty: 2790.137695
	Iteration 11Q: 3 clusters Score -668992.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -669059.250000 Penalty: 2790.137695
	Iteration 12Q: 3 clusters Score -669059.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -669104.687500 Penalty: 2790.137695
	Iteration 13Q: 3 clusters Score -669104.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -669153.437500 Penalty: 2790.137695
	Iteration 14Q: 3 clusters Score -669153.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -669196.187500 Penalty: 2790.137695
	Iteration 15Q: 3 clusters Score -669196.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -669227.437500 Penalty: 2790.137695
	Iteration 16Q: 3 clusters Score -669227.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -669247.187500 Penalty: 2790.137695
	Iteration 17Q: 3 clusters Score -669247.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -669261.187500 Penalty: 2790.137695
	Iteration 18Q: 3 clusters Score -669261.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -669270.562500 Penalty: 2790.137695
	Iteration 19Q: 3 clusters Score -669270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -669275.812500 Penalty: 2790.137695
	Iteration 20F: 3 clusters Score -669275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -669276.562500 Penalty: 2790.137695
	Iteration 21Q: 3 clusters Score -669276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -669277.000000 Penalty: 2790.137695
	Iteration 22Q: 3 clusters Score -669277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -669281.500000 Penalty: 2790.137695
	Iteration 23Q: 3 clusters Score -669281.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -669283.250000 Penalty: 2790.137695
	Iteration 24Q: 3 clusters Score -669283.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -669286.437500 Penalty: 2790.137695
	Iteration 25Q: 3 clusters Score -669286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -669286.375000 Penalty: 2790.137695
	Iteration 26Q: 3 clusters Score -669286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -669288.875000 Penalty: 2790.137695
	Iteration 27Q: 3 clusters Score -669288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -669292.125000 Penalty: 2790.137695
	Iteration 28Q: 3 clusters Score -669292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -669295.125000 Penalty: 2790.137695
	Iteration 29Q: 3 clusters Score -669295.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -669296.375000 Penalty: 2790.137695
	Iteration 30Q: 3 clusters Score -669296.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -669299.500000 Penalty: 2790.137695
	Iteration 31Q: 3 clusters Score -669299.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -669301.687500 Penalty: 2790.137695
	Iteration 32Q: 3 clusters Score -669301.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -669301.375000 Penalty: 2790.137695
	Iteration 33Q: 3 clusters Score -669301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -669302.312500 Penalty: 2790.137695
	Iteration 34Q: 3 clusters Score -669302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -669302.062500 Penalty: 2790.137695
	Iteration 35Q: 3 clusters Score -669302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -669306.687500 Penalty: 2790.137695
	Iteration 36Q: 3 clusters Score -669306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -669306.187500 Penalty: 2790.137695
	Iteration 37Q: 3 clusters Score -669306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -669309.062500 Penalty: 2790.137695
	Iteration 38Q: 3 clusters Score -669309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -669308.250000 Penalty: 2790.137695
	Iteration 39Q: 3 clusters Score -669308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -669310.187500 Penalty: 2790.137695
	Iteration 40F: 3 clusters Score -669310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -669311.250000 Penalty: 2790.137695
	Iteration 41Q: 3 clusters Score -669311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -669311.875000 Penalty: 2790.137695
	Iteration 42Q: 3 clusters Score -669311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -669311.937500 Penalty: 2790.137695
	Iteration 43Q: 3 clusters Score -669311.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -669313.125000 Penalty: 2790.137695
	Iteration 44Q: 3 clusters Score -669313.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -669313.625000 Penalty: 2790.137695
	Iteration 45Q: 3 clusters Score -669313.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -669314.750000 Penalty: 2790.137695
	Iteration 46Q: 3 clusters Score -669314.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -669315.875000 Penalty: 2790.137695
	Iteration 47Q: 3 clusters Score -669315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -669317.625000 Penalty: 2790.137695
	Iteration 48Q: 3 clusters Score -669317.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -669318.375000 Penalty: 2790.137695
	Iteration 49Q: 3 clusters Score -669318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -669319.562500 Penalty: 2790.137695
	Iteration 50Q: 3 clusters Score -669319.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -669320.750000 Penalty: 2790.137695
	Iteration 51Q: 3 clusters Score -669320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -669320.187500 Penalty: 2790.137695
	Iteration 52Q: 3 clusters Score -669320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -669320.437500 Penalty: 2790.137695
	Iteration 53Q: 3 clusters Score -669320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -669321.562500 Penalty: 2790.137695
	Iteration 54Q: 3 clusters Score -669321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -669322.125000 Penalty: 2790.137695
	Iteration 55Q: 3 clusters Score -669322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -669321.812500 Penalty: 2790.137695
	Iteration 56Q: 3 clusters Score -669321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -669321.437500 Penalty: 2790.137695
	Iteration 57Q: 3 clusters Score -669321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -669321.437500 Penalty: 2790.137695
	Iteration 58Q: 3 clusters Score -669321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -669322.062500 Penalty: 2790.137695
	Iteration 59Q: 3 clusters Score -669322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -669321.562500 Penalty: 2790.137695
	Iteration 60F: 3 clusters Score -669321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -669322.875000 Penalty: 2790.137695
	Iteration 61Q: 3 clusters Score -669322.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -669322.875000 Penalty: 2790.137695
	Iteration 62F: 3 clusters Score -669322.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28054.373047 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -28054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27250.591797 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -27250.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27374.974609 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -27374.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27528.556641 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -27528.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -27599.357422 Penalty: 1831.306519
	Iteration 3F: 3 clusters Score -27599.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -27652.103516 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -27652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -27662.058594 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -27662.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -27677.929688 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -27677.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27690.847656 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -27690.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -27690.847656 Penalty: 1831.306519
	Iteration 8F: 3 clusters Score -27690.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Entering Unmasked Estep 
Score: -2610417.250000 Penalty: 1618.248047
	Iteration 0F: 2 clusters Score -2610417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2596059.000000 Penalty: 3236.496094
	Iteration 0F: 3 clusters Score -2596059 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2601408.500000 Penalty: 3236.496094
	Iteration 1F: 3 clusters Score -2601408 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2601739.750000 Penalty: 3236.496094
	Iteration 2Q: 3 clusters Score -2601740 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2602076.250000 Penalty: 3236.496094
	Iteration 3Q: 3 clusters Score -2602076 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2602434.250000 Penalty: 3236.496094
	Iteration 4Q: 3 clusters Score -2602434 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2602789.000000 Penalty: 3236.496094
	Iteration 5Q: 3 clusters Score -2602789 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2603220.500000 Penalty: 3236.496094
	Iteration 6Q: 3 clusters Score -2603220 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2603720.250000 Penalty: 3236.496094
	Iteration 7Q: 3 clusters Score -2603720 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2604334.750000 Penalty: 3236.496094
	Iteration 8Q: 3 clusters Score -2604335 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2605011.500000 Penalty: 3236.496094
	Iteration 9Q: 3 clusters Score -2605012 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2605676.250000 Penalty: 3236.496094
	Iteration 10Q: 3 clusters Score -2605676 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -2606254.750000 Penalty: 3236.496094
	Iteration 11Q: 3 clusters Score -2606255 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2606642.500000 Penalty: 3236.496094
	Iteration 12Q: 3 clusters Score -2606642 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2606866.500000 Penalty: 3236.496094
	Iteration 13Q: 3 clusters Score -2606866 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2607003.000000 Penalty: 3236.496094
	Iteration 14Q: 3 clusters Score -2607003 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2607134.250000 Penalty: 3236.496094
	Iteration 15Q: 3 clusters Score -2607134 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2607257.500000 Penalty: 3236.496094
	Iteration 16Q: 3 clusters Score -2607258 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2607374.000000 Penalty: 3236.496094
	Iteration 17Q: 3 clusters Score -2607374 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2607514.750000 Penalty: 3236.496094
	Iteration 18Q: 3 clusters Score -2607515 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2607629.500000 Penalty: 3236.496094
	Iteration 19Q: 3 clusters Score -2607630 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2607742.500000 Penalty: 3236.496094
	Iteration 20F: 3 clusters Score -2607742 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2607828.500000 Penalty: 3236.496094
	Iteration 21Q: 3 clusters Score -2607828 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2607917.500000 Penalty: 3236.496094
	Iteration 22Q: 3 clusters Score -2607918 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2608014.500000 Penalty: 3236.496094
	Iteration 23Q: 3 clusters Score -2608014 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2608095.250000 Penalty: 3236.496094
	Iteration 24Q: 3 clusters Score -2608095 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2608197.000000 Penalty: 3236.496094
	Iteration 25Q: 3 clusters Score -2608197 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2608289.500000 Penalty: 3236.496094
	Iteration 26Q: 3 clusters Score -2608290 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2608387.750000 Penalty: 3236.496094
	Iteration 27Q: 3 clusters Score -2608388 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2608480.750000 Penalty: 3236.496094
	Iteration 28Q: 3 clusters Score -2608481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2608566.750000 Penalty: 3236.496094
	Iteration 29Q: 3 clusters Score -2608567 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2608643.500000 Penalty: 3236.496094
	Iteration 30Q: 3 clusters Score -2608644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2608695.500000 Penalty: 3236.496094
	Iteration 31Q: 3 clusters Score -2608696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2608752.250000 Penalty: 3236.496094
	Iteration 32Q: 3 clusters Score -2608752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2608792.250000 Penalty: 3236.496094
	Iteration 33Q: 3 clusters Score -2608792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2608835.000000 Penalty: 3236.496094
	Iteration 34Q: 3 clusters Score -2608835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2608876.750000 Penalty: 3236.496094
	Iteration 35Q: 3 clusters Score -2608877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2608911.500000 Penalty: 3236.496094
	Iteration 36Q: 3 clusters Score -2608912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2608944.250000 Penalty: 3236.496094
	Iteration 37Q: 3 clusters Score -2608944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2608969.250000 Penalty: 3236.496094
	Iteration 38Q: 3 clusters Score -2608969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2608985.250000 Penalty: 3236.496094
	Iteration 39Q: 3 clusters Score -2608985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2609013.250000 Penalty: 3236.496094
	Iteration 40F: 3 clusters Score -2609013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2609027.500000 Penalty: 3236.496094
	Iteration 41Q: 3 clusters Score -2609028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2609041.000000 Penalty: 3236.496094
	Iteration 42Q: 3 clusters Score -2609041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2609046.500000 Penalty: 3236.496094
	Iteration 43Q: 3 clusters Score -2609046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2609046.500000 Penalty: 3236.496094
	Iteration 44Q: 3 clusters Score -2609046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2609053.000000 Penalty: 3236.496094
	Iteration 45Q: 3 clusters Score -2609053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2609059.750000 Penalty: 3236.496094
	Iteration 46Q: 3 clusters Score -2609060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2609061.000000 Penalty: 3236.496094
	Iteration 47Q: 3 clusters Score -2609061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2609061.500000 Penalty: 3236.496094
	Iteration 48Q: 3 clusters Score -2609062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2609065.500000 Penalty: 3236.496094
	Iteration 49Q: 3 clusters Score -2609066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2609064.750000 Penalty: 3236.496094
	Iteration 50Q: 3 clusters Score -2609065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2609066.000000 Penalty: 3236.496094
	Iteration 51Q: 3 clusters Score -2609066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2609066.000000 Penalty: 3236.496094
	Iteration 52F: 3 clusters Score -2609066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Entering Unmasked Estep 
Score: -6435070.500000 Penalty: 1757.474487
	Iteration 0F: 2 clusters Score -6435070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -6401840.500000 Penalty: 3514.948975
	Iteration 0F: 3 clusters Score -6401840 nChanged 23305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -6415327.500000 Penalty: 3514.948975
	Iteration 1F: 3 clusters Score -6415328 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6415995.000000 Penalty: 3514.948975
	Iteration 2Q: 3 clusters Score -6415995 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -6416857.000000 Penalty: 3514.948975
	Iteration 3Q: 3 clusters Score -6416857 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -6417765.000000 Penalty: 3514.948975
	Iteration 4Q: 3 clusters Score -6417765 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -6418791.000000 Penalty: 3514.948975
	Iteration 5Q: 3 clusters Score -6418791 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -6419891.500000 Penalty: 3514.948975
	Iteration 6Q: 3 clusters Score -6419892 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6421010.000000 Penalty: 3514.948975
	Iteration 7Q: 3 clusters Score -6421010 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6422083.500000 Penalty: 3514.948975
	Iteration 8Q: 3 clusters Score -6422084 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -6423128.500000 Penalty: 3514.948975
	Iteration 9Q: 3 clusters Score -6423128 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6424064.000000 Penalty: 3514.948975
	Iteration 10Q: 3 clusters Score -6424064 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6425077.500000 Penalty: 3514.948975
	Iteration 11Q: 3 clusters Score -6425078 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -6426086.000000 Penalty: 3514.948975
	Iteration 12Q: 3 clusters Score -6426086 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -6427218.000000 Penalty: 3514.948975
	Iteration 13Q: 3 clusters Score -6427218 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -6428446.000000 Penalty: 3514.948975
	Iteration 14Q: 3 clusters Score -6428446 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6429683.000000 Penalty: 3514.948975
	Iteration 15Q: 3 clusters Score -6429683 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6430782.500000 Penalty: 3514.948975
	Iteration 16Q: 3 clusters Score -6430782 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -6431606.500000 Penalty: 3514.948975
	Iteration 17Q: 3 clusters Score -6431606 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -6432243.000000 Penalty: 3514.948975
	Iteration 18Q: 3 clusters Score -6432243 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -6432722.000000 Penalty: 3514.948975
	Iteration 19Q: 3 clusters Score -6432722 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -6433062.000000 Penalty: 3514.948975
	Iteration 20F: 3 clusters Score -6433062 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -6433254.500000 Penalty: 3514.948975
	Iteration 21Q: 3 clusters Score -6433254 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -6433353.500000 Penalty: 3514.948975
	Iteration 22Q: 3 clusters Score -6433354 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -6433414.500000 Penalty: 3514.948975
	Iteration 23Q: 3 clusters Score -6433414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6433468.500000 Penalty: 3514.948975
	Iteration 24Q: 3 clusters Score -6433468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -6433504.000000 Penalty: 3514.948975
	Iteration 25Q: 3 clusters Score -6433504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -6433532.000000 Penalty: 3514.948975
	Iteration 26Q: 3 clusters Score -6433532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6433557.000000 Penalty: 3514.948975
	Iteration 27Q: 3 clusters Score -6433557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6433572.500000 Penalty: 3514.948975
	Iteration 28Q: 3 clusters Score -6433572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -6433592.000000 Penalty: 3514.948975
	Iteration 29Q: 3 clusters Score -6433592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -6433607.500000 Penalty: 3514.948975
	Iteration 30Q: 3 clusters Score -6433608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6433620.000000 Penalty: 3514.948975
	Iteration 31Q: 3 clusters Score -6433620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -6433638.500000 Penalty: 3514.948975
	Iteration 32Q: 3 clusters Score -6433638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -6433640.000000 Penalty: 3514.948975
	Iteration 33Q: 3 clusters Score -6433640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -6433644.500000 Penalty: 3514.948975
	Iteration 34Q: 3 clusters Score -6433644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -6433646.000000 Penalty: 3514.948975
	Iteration 35Q: 3 clusters Score -6433646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -6433645.500000 Penalty: 3514.948975
	Iteration 36Q: 3 clusters Score -6433646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -6433646.000000 Penalty: 3514.948975
	Iteration 37Q: 3 clusters Score -6433646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -6433646.000000 Penalty: 3514.948975
	Iteration 38Q: 3 clusters Score -6433646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -6433645.000000 Penalty: 3514.948975
	Iteration 39Q: 3 clusters Score -6433645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6433643.000000 Penalty: 3514.948975
	Iteration 40F: 3 clusters Score -6433643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6433646.000000 Penalty: 3514.948975
	Iteration 41Q: 3 clusters Score -6433646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6433646.500000 Penalty: 3514.948975
	Iteration 42Q: 3 clusters Score -6433646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6433650.000000 Penalty: 3514.948975
	Iteration 43Q: 3 clusters Score -6433650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -6433651.000000 Penalty: 3514.948975
	Iteration 44Q: 3 clusters Score -6433651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6433650.000000 Penalty: 3514.948975
	Iteration 45Q: 3 clusters Score -6433650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -6433654.000000 Penalty: 3514.948975
	Iteration 46Q: 3 clusters Score -6433654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -6433654.000000 Penalty: 3514.948975
	Iteration 47F: 3 clusters Score -6433654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Entering Unmasked Estep 
Score: -3869201.000000 Penalty: 1678.560669
	Iteration 0F: 2 clusters Score -3869201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3848649.250000 Penalty: 3357.121338
	Iteration 0F: 3 clusters Score -3848649 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -3856865.250000 Penalty: 3357.121338
	Iteration 1F: 3 clusters Score -3856865 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3857613.000000 Penalty: 3357.121338
	Iteration 2F: 3 clusters Score -3857613 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3858602.000000 Penalty: 3357.121338
	Iteration 3F: 3 clusters Score -3858602 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -3859969.250000 Penalty: 3357.121338
	Iteration 4F: 3 clusters Score -3859969 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3861739.500000 Penalty: 3357.121338
	Iteration 5F: 3 clusters Score -3861740 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3863697.750000 Penalty: 3357.121338
	Iteration 6F: 3 clusters Score -3863698 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3865436.500000 Penalty: 3357.121338
	Iteration 7F: 3 clusters Score -3865436 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3866599.250000 Penalty: 3357.121338
	Iteration 8Q: 3 clusters Score -3866599 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3867233.250000 Penalty: 3357.121338
	Iteration 9Q: 3 clusters Score -3867233 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3867498.250000 Penalty: 3357.121338
	Iteration 10Q: 3 clusters Score -3867498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3867604.500000 Penalty: 3357.121338
	Iteration 11Q: 3 clusters Score -3867604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3867662.000000 Penalty: 3357.121338
	Iteration 12Q: 3 clusters Score -3867662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3867684.750000 Penalty: 3357.121338
	Iteration 13Q: 3 clusters Score -3867685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3867706.500000 Penalty: 3357.121338
	Iteration 14Q: 3 clusters Score -3867706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3867720.750000 Penalty: 3357.121338
	Iteration 15Q: 3 clusters Score -3867721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3867725.250000 Penalty: 3357.121338
	Iteration 16Q: 3 clusters Score -3867725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3867722.250000 Penalty: 3357.121338
	Iteration 17Q: 3 clusters Score -3867722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3867727.000000 Penalty: 3357.121338
	Iteration 18Q: 3 clusters Score -3867727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3867729.750000 Penalty: 3357.121338
	Iteration 19Q: 3 clusters Score -3867730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3867729.000000 Penalty: 3357.121338
	Iteration 20F: 3 clusters Score -3867729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3867733.750000 Penalty: 3357.121338
	Iteration 21Q: 3 clusters Score -3867734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3867735.250000 Penalty: 3357.121338
	Iteration 22Q: 3 clusters Score -3867735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3867734.250000 Penalty: 3357.121338
	Iteration 23Q: 3 clusters Score -3867734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3867737.250000 Penalty: 3357.121338
	Iteration 24Q: 3 clusters Score -3867737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3867736.250000 Penalty: 3357.121338
	Iteration 25Q: 3 clusters Score -3867736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3867739.750000 Penalty: 3357.121338
	Iteration 26Q: 3 clusters Score -3867740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3867742.750000 Penalty: 3357.121338
	Iteration 27Q: 3 clusters Score -3867743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3867742.750000 Penalty: 3357.121338
	Iteration 28F: 3 clusters Score -3867743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -49670.398438 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -49670.4 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 244 members 
Entering Unmasked Estep 
Score: -48674.640625 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -48674.64 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48994.863281 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -48994.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49217.144531 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -49217.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49323.316406 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -49323.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49415.335938 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -49415.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49479.460938 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -49479.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49532.527344 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -49532.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49596.386719 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -49596.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49624.339844 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -49624.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49625.457031 Penalty: 1999.638184
	Iteration 9F: 3 clusters Score -49625.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49640.386719 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -49640.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49644.066406 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -49644.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -49644.066406 Penalty: 1999.638184
	Iteration 12F: 3 clusters Score -49644.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109553 members 
Mstep: Class 4 contains 13879 members 
Mstep: Class 5 contains 7543 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6776 members 
Mstep: Class 9 contains 54447 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16609 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12710 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6491 members 
Mstep: Class 17 contains 84641 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 7943 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13077 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21130 members 
Mstep: Class 27 contains 49773 members 
Mstep: Class 28 contains 30626 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794136.000000 Penalty: 59499.636719
Iteration 239Q: 29 clusters Score -5.979414e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109547 members 
Mstep: Class 4 contains 13921 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 54455 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12709 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6492 members 
Mstep: Class 17 contains 84629 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 7932 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13048 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21133 members 
Mstep: Class 27 contains 49769 members 
Mstep: Class 28 contains 30640 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794156.000000 Penalty: 59499.636719
Iteration 240F: 29 clusters Score -5.979416e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6868 members 
Mstep: Class 3 contains 109542 members 
Mstep: Class 4 contains 13957 members 
Mstep: Class 5 contains 7528 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 54458 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16607 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12710 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 84621 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13026 members 
Mstep: Class 24 contains 5356 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 49768 members 
Mstep: Class 28 contains 30649 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794224.000000 Penalty: 59499.636719
Iteration 241Q: 29 clusters Score -5.979422e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6870 members 
Mstep: Class 3 contains 109540 members 
Mstep: Class 4 contains 13992 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 54465 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12710 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 84613 members 
Mstep: Class 18 contains 2110 members 
Mstep: Class 19 contains 7905 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 13005 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21136 members 
Mstep: Class 27 contains 49766 members 
Mstep: Class 28 contains 30653 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794160.000000 Penalty: 59499.636719
Iteration 242Q: 29 clusters Score -5.979416e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6871 members 
Mstep: Class 3 contains 109539 members 
Mstep: Class 4 contains 14030 members 
Mstep: Class 5 contains 7517 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 54469 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12710 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 84605 members 
Mstep: Class 18 contains 2112 members 
Mstep: Class 19 contains 7893 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12985 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 49766 members 
Mstep: Class 28 contains 30660 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794208.000000 Penalty: 59499.636719
Iteration 243Q: 29 clusters Score -5.979421e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6872 members 
Mstep: Class 3 contains 109540 members 
Mstep: Class 4 contains 14048 members 
Mstep: Class 5 contains 7512 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 54473 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12709 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 84605 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7882 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12979 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21134 members 
Mstep: Class 27 contains 49763 members 
Mstep: Class 28 contains 30665 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794160.000000 Penalty: 59499.636719
Iteration 244Q: 29 clusters Score -5.979416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6873 members 
Mstep: Class 3 contains 109538 members 
Mstep: Class 4 contains 14063 members 
Mstep: Class 5 contains 7507 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 54472 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 16604 members 
Mstep: Class 13 contains 16659 members 
Mstep: Class 14 contains 12708 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 84608 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12979 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 49763 members 
Mstep: Class 28 contains 30667 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794136.000000 Penalty: 59499.636719
Iteration 245Q: 29 clusters Score -5.979414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6873 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 14073 members 
Mstep: Class 5 contains 7504 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 54475 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3251 members 
Mstep: Class 12 contains 16604 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12706 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 84608 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7866 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12975 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49763 members 
Mstep: Class 28 contains 30666 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794124.000000 Penalty: 59499.636719
Iteration 246Q: 29 clusters Score -5.979412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 109535 members 
Mstep: Class 4 contains 14080 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 54477 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12705 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6494 members 
Mstep: Class 17 contains 84607 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12971 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49760 members 
Mstep: Class 28 contains 30668 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794136.000000 Penalty: 59499.636719
Iteration 247Q: 29 clusters Score -5.979414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 109533 members 
Mstep: Class 4 contains 14090 members 
Mstep: Class 5 contains 7506 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 54477 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12704 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6495 members 
Mstep: Class 17 contains 84602 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12967 members 
Mstep: Class 24 contains 5352 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49760 members 
Mstep: Class 28 contains 30670 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794104.000000 Penalty: 59499.636719
Iteration 248Q: 29 clusters Score -5.97941e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 7502 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6780 members 
Mstep: Class 9 contains 54477 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12703 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6496 members 
Mstep: Class 17 contains 84601 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7860 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12959 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49761 members 
Mstep: Class 28 contains 30673 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794116.000000 Penalty: 59499.636719
Iteration 249Q: 29 clusters Score -5.979412e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 14115 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6781 members 
Mstep: Class 9 contains 54476 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12703 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 84595 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7857 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12954 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49762 members 
Mstep: Class 28 contains 30676 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794128.000000 Penalty: 59499.636719
Iteration 250Q: 29 clusters Score -5.979413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 14125 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6782 members 
Mstep: Class 9 contains 54476 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16662 members 
Mstep: Class 14 contains 12703 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6497 members 
Mstep: Class 17 contains 84589 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12950 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49761 members 
Mstep: Class 28 contains 30680 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794132.000000 Penalty: 59499.636719
Iteration 251Q: 29 clusters Score -5.979413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 109535 members 
Mstep: Class 4 contains 14135 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6783 members 
Mstep: Class 9 contains 54475 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6498 members 
Mstep: Class 17 contains 84586 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 7853 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12943 members 
Mstep: Class 24 contains 5353 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49761 members 
Mstep: Class 28 contains 30684 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794140.000000 Penalty: 59499.636719
Iteration 252Q: 29 clusters Score -5.979414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 4 contains 14142 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 54476 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6500 members 
Mstep: Class 17 contains 84584 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 7851 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12935 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49760 members 
Mstep: Class 28 contains 30690 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794124.000000 Penalty: 59499.636719
Iteration 253Q: 29 clusters Score -5.979412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6876 members 
Mstep: Class 3 contains 109536 members 
Mstep: Class 4 contains 14151 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 54478 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16661 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84581 members 
Mstep: Class 18 contains 2114 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12926 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49759 members 
Mstep: Class 28 contains 30693 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794096.000000 Penalty: 59499.636719
Iteration 254Q: 29 clusters Score -5.97941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 109534 members 
Mstep: Class 4 contains 14158 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 54481 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84578 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7844 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12923 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49759 members 
Mstep: Class 28 contains 30694 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794112.000000 Penalty: 59499.636719
Iteration 255Q: 29 clusters Score -5.979411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 109533 members 
Mstep: Class 4 contains 14159 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 54482 members 
Mstep: Class 10 contains 754 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84578 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12922 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49758 members 
Mstep: Class 28 contains 30694 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794136.000000 Penalty: 59499.636719
Iteration 256Q: 29 clusters Score -5.979414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 109533 members 
Mstep: Class 4 contains 14161 members 
Mstep: Class 5 contains 7490 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 54482 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84577 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12921 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21140 members 
Mstep: Class 27 contains 49757 members 
Mstep: Class 28 contains 30695 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794132.000000 Penalty: 59499.636719
Iteration 257Q: 29 clusters Score -5.979413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109533 members 
Mstep: Class 4 contains 14162 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 54484 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84576 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7841 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12920 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49757 members 
Mstep: Class 28 contains 30696 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794104.000000 Penalty: 59499.636719
Iteration 258Q: 29 clusters Score -5.97941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109532 members 
Mstep: Class 4 contains 14163 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54488 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84574 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7840 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12919 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30697 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794124.000000 Penalty: 59499.636719
Iteration 259Q: 29 clusters Score -5.979412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109531 members 
Mstep: Class 4 contains 14164 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54489 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84574 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12918 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30698 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794104.000000 Penalty: 59499.636719
Iteration 260F: 29 clusters Score -5.97941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109531 members 
Mstep: Class 4 contains 14166 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54492 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84572 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12917 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49755 members 
Mstep: Class 28 contains 30697 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794116.000000 Penalty: 59499.636719
Iteration 261Q: 29 clusters Score -5.979412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109531 members 
Mstep: Class 4 contains 14168 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54492 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84572 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12916 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21139 members 
Mstep: Class 27 contains 49755 members 
Mstep: Class 28 contains 30697 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794108.000000 Penalty: 59499.636719
Iteration 262Q: 29 clusters Score -5.979411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109532 members 
Mstep: Class 4 contains 14171 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54492 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84572 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7837 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12915 members 
Mstep: Class 24 contains 5354 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794096.000000 Penalty: 59499.636719
Iteration 263Q: 29 clusters Score -5.97941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109532 members 
Mstep: Class 4 contains 14178 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84569 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12909 members 
Mstep: Class 24 contains 5355 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794072.000000 Penalty: 59499.636719
Iteration 264Q: 29 clusters Score -5.979407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109533 members 
Mstep: Class 4 contains 14181 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84568 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12905 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21138 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794072.000000 Penalty: 59499.636719
Iteration 265Q: 29 clusters Score -5.979407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109531 members 
Mstep: Class 4 contains 14186 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84567 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12900 members 
Mstep: Class 24 contains 5357 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30702 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794096.000000 Penalty: 59499.636719
Iteration 266Q: 29 clusters Score -5.97941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109530 members 
Mstep: Class 4 contains 14188 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84568 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12896 members 
Mstep: Class 24 contains 5358 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30704 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794116.000000 Penalty: 59499.636719
Iteration 267Q: 29 clusters Score -5.979412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14191 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84569 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12893 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30704 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794124.000000 Penalty: 59499.636719
Iteration 268Q: 29 clusters Score -5.979412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14197 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84570 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7833 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12889 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30704 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794132.000000 Penalty: 59499.636719
Iteration 269Q: 29 clusters Score -5.979413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109528 members 
Mstep: Class 4 contains 14201 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84570 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7832 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12887 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30704 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794124.000000 Penalty: 59499.636719
Iteration 270Q: 29 clusters Score -5.979412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109526 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84571 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7831 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12886 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30703 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794128.000000 Penalty: 59499.636719
Iteration 271Q: 29 clusters Score -5.979413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109527 members 
Mstep: Class 4 contains 14206 members 
Mstep: Class 5 contains 7487 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16597 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84569 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7830 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12886 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30703 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794128.000000 Penalty: 59499.636719
Iteration 272Q: 29 clusters Score -5.979413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109527 members 
Mstep: Class 4 contains 14210 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84567 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12885 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49753 members 
Mstep: Class 28 contains 30703 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794112.000000 Penalty: 59499.636719
Iteration 273Q: 29 clusters Score -5.979411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109528 members 
Mstep: Class 4 contains 14217 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54493 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84566 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49754 members 
Mstep: Class 28 contains 30702 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794100.000000 Penalty: 59499.636719
Iteration 274Q: 29 clusters Score -5.97941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109528 members 
Mstep: Class 4 contains 14218 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84563 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49755 members 
Mstep: Class 28 contains 30701 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794132.000000 Penalty: 59499.636719
Iteration 275Q: 29 clusters Score -5.979413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14220 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84560 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49755 members 
Mstep: Class 28 contains 30700 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794128.000000 Penalty: 59499.636719
Iteration 276Q: 29 clusters Score -5.979413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14222 members 
Mstep: Class 5 contains 7484 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794116.000000 Penalty: 59499.636719
Iteration 277Q: 29 clusters Score -5.979412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14223 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21137 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794120.000000 Penalty: 59499.636719
Iteration 278Q: 29 clusters Score -5.979412e+07 nChanged 1
Entering ConstructFrom: 
Score: -59794120.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -306177.875000 Penalty: 1276.840698
	Iteration 0F: 2 clusters Score -306177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -303747.093750 Penalty: 2553.681396
	Iteration 0F: 3 clusters Score -303747.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -304349.687500 Penalty: 2553.681396
	Iteration 1F: 3 clusters Score -304349.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -304571.593750 Penalty: 2553.681396
	Iteration 2F: 3 clusters Score -304571.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -304778.687500 Penalty: 2553.681396
	Iteration 3F: 3 clusters Score -304778.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -304997.625000 Penalty: 2553.681396
	Iteration 4F: 3 clusters Score -304997.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -305125.906250 Penalty: 2553.681396
	Iteration 5F: 3 clusters Score -305125.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -305215.843750 Penalty: 2553.681396
	Iteration 6Q: 3 clusters Score -305215.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -305297.156250 Penalty: 2553.681396
	Iteration 7Q: 3 clusters Score -305297.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -305390.718750 Penalty: 2553.681396
	Iteration 8Q: 3 clusters Score -305390.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -305484.281250 Penalty: 2553.681396
	Iteration 9Q: 3 clusters Score -305484.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -305552.218750 Penalty: 2553.681396
	Iteration 10Q: 3 clusters Score -305552.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -305601.656250 Penalty: 2553.681396
	Iteration 11Q: 3 clusters Score -305601.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -305641.093750 Penalty: 2553.681396
	Iteration 12Q: 3 clusters Score -305641.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -305673.187500 Penalty: 2553.681396
	Iteration 13Q: 3 clusters Score -305673.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -305694.000000 Penalty: 2553.681396
	Iteration 14Q: 3 clusters Score -305694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -305712.343750 Penalty: 2553.681396
	Iteration 15Q: 3 clusters Score -305712.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -305723.875000 Penalty: 2553.681396
	Iteration 16Q: 3 clusters Score -305723.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -305729.531250 Penalty: 2553.681396
	Iteration 17Q: 3 clusters Score -305729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -305732.125000 Penalty: 2553.681396
	Iteration 18Q: 3 clusters Score -305732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -305733.031250 Penalty: 2553.681396
	Iteration 19Q: 3 clusters Score -305733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -305734.250000 Penalty: 2553.681396
	Iteration 20F: 3 clusters Score -305734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -305734.312500 Penalty: 2553.681396
	Iteration 21Q: 3 clusters Score -305734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -305734.312500 Penalty: 2553.681396
	Iteration 22F: 3 clusters Score -305734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -852136.375000 Penalty: 1435.887085
	Iteration 0F: 2 clusters Score -852136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -846959.250000 Penalty: 2871.774170
	Iteration 0F: 3 clusters Score -846959.2 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -848510.125000 Penalty: 2871.774170
	Iteration 1F: 3 clusters Score -848510.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -848728.187500 Penalty: 2871.774170
	Iteration 2F: 3 clusters Score -848728.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -848900.625000 Penalty: 2871.774170
	Iteration 3F: 3 clusters Score -848900.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -849049.125000 Penalty: 2871.774170
	Iteration 4Q: 3 clusters Score -849049.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -849211.562500 Penalty: 2871.774170
	Iteration 5Q: 3 clusters Score -849211.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -849406.562500 Penalty: 2871.774170
	Iteration 6Q: 3 clusters Score -849406.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -849631.875000 Penalty: 2871.774170
	Iteration 7Q: 3 clusters Score -849631.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -849862.937500 Penalty: 2871.774170
	Iteration 8Q: 3 clusters Score -849862.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -850084.000000 Penalty: 2871.774170
	Iteration 9Q: 3 clusters Score -850084 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -850319.625000 Penalty: 2871.774170
	Iteration 10Q: 3 clusters Score -850319.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -850517.187500 Penalty: 2871.774170
	Iteration 11Q: 3 clusters Score -850517.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -850627.000000 Penalty: 2871.774170
	Iteration 12Q: 3 clusters Score -850627 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -850706.500000 Penalty: 2871.774170
	Iteration 13Q: 3 clusters Score -850706.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -850773.000000 Penalty: 2871.774170
	Iteration 14Q: 3 clusters Score -850773 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -850824.687500 Penalty: 2871.774170
	Iteration 15Q: 3 clusters Score -850824.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -850857.625000 Penalty: 2871.774170
	Iteration 16Q: 3 clusters Score -850857.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -850873.812500 Penalty: 2871.774170
	Iteration 17Q: 3 clusters Score -850873.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -850885.250000 Penalty: 2871.774170
	Iteration 18Q: 3 clusters Score -850885.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -850894.250000 Penalty: 2871.774170
	Iteration 19Q: 3 clusters Score -850894.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -850903.875000 Penalty: 2871.774170
	Iteration 20F: 3 clusters Score -850903.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -850913.187500 Penalty: 2871.774170
	Iteration 21Q: 3 clusters Score -850913.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -850918.500000 Penalty: 2871.774170
	Iteration 22Q: 3 clusters Score -850918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -850922.812500 Penalty: 2871.774170
	Iteration 23Q: 3 clusters Score -850922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -850925.250000 Penalty: 2871.774170
	Iteration 24Q: 3 clusters Score -850925.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -850930.375000 Penalty: 2871.774170
	Iteration 25Q: 3 clusters Score -850930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -850934.437500 Penalty: 2871.774170
	Iteration 26Q: 3 clusters Score -850934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -850937.875000 Penalty: 2871.774170
	Iteration 27Q: 3 clusters Score -850937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -850941.937500 Penalty: 2871.774170
	Iteration 28Q: 3 clusters Score -850941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -850947.187500 Penalty: 2871.774170
	Iteration 29Q: 3 clusters Score -850947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -850950.625000 Penalty: 2871.774170
	Iteration 30Q: 3 clusters Score -850950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -850953.375000 Penalty: 2871.774170
	Iteration 31Q: 3 clusters Score -850953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -850957.187500 Penalty: 2871.774170
	Iteration 32Q: 3 clusters Score -850957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -850958.375000 Penalty: 2871.774170
	Iteration 33Q: 3 clusters Score -850958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -850959.687500 Penalty: 2871.774170
	Iteration 34Q: 3 clusters Score -850959.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -850961.125000 Penalty: 2871.774170
	Iteration 35Q: 3 clusters Score -850961.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -850962.500000 Penalty: 2871.774170
	Iteration 36Q: 3 clusters Score -850962.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -850965.375000 Penalty: 2871.774170
	Iteration 37Q: 3 clusters Score -850965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -850965.250000 Penalty: 2871.774170
	Iteration 38Q: 3 clusters Score -850965.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -850965.437500 Penalty: 2871.774170
	Iteration 39Q: 3 clusters Score -850965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -850968.562500 Penalty: 2871.774170
	Iteration 40F: 3 clusters Score -850968.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -850969.250000 Penalty: 2871.774170
	Iteration 41Q: 3 clusters Score -850969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -850969.500000 Penalty: 2871.774170
	Iteration 42Q: 3 clusters Score -850969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -850969.500000 Penalty: 2871.774170
	Iteration 43Q: 3 clusters Score -850969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -850969.500000 Penalty: 2871.774170
	Iteration 44F: 3 clusters Score -850969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Entering Unmasked Estep 
Score: -14191574.000000 Penalty: 1885.640991
	Iteration 0F: 2 clusters Score -1.419157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -14123439.000000 Penalty: 3771.281982
	Iteration 0F: 3 clusters Score -1.412344e+07 nChanged 52454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -14153467.000000 Penalty: 3771.281982
	Iteration 1F: 3 clusters Score -1.415347e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 55549 members 
Entering Unmasked Estep 
Score: -14154150.000000 Penalty: 3771.281982
	Iteration 2Q: 3 clusters Score -1.415415e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -14154759.000000 Penalty: 3771.281982
	Iteration 3Q: 3 clusters Score -1.415476e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -14155500.000000 Penalty: 3771.281982
	Iteration 4Q: 3 clusters Score -1.41555e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -14156359.000000 Penalty: 3771.281982
	Iteration 5Q: 3 clusters Score -1.415636e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -14157685.000000 Penalty: 3771.281982
	Iteration 6Q: 3 clusters Score -1.415768e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -14159469.000000 Penalty: 3771.281982
	Iteration 7Q: 3 clusters Score -1.415947e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -14161463.000000 Penalty: 3771.281982
	Iteration 8Q: 3 clusters Score -1.416146e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -14163625.000000 Penalty: 3771.281982
	Iteration 9Q: 3 clusters Score -1.416362e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -14165934.000000 Penalty: 3771.281982
	Iteration 10Q: 3 clusters Score -1.416593e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -14168373.000000 Penalty: 3771.281982
	Iteration 11Q: 3 clusters Score -1.416837e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -14170845.000000 Penalty: 3771.281982
	Iteration 12Q: 3 clusters Score -1.417084e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -14173386.000000 Penalty: 3771.281982
	Iteration 13Q: 3 clusters Score -1.417339e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -14176017.000000 Penalty: 3771.281982
	Iteration 14Q: 3 clusters Score -1.417602e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -14178824.000000 Penalty: 3771.281982
	Iteration 15Q: 3 clusters Score -1.417882e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -14181563.000000 Penalty: 3771.281982
	Iteration 16Q: 3 clusters Score -1.418156e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -14183802.000000 Penalty: 3771.281982
	Iteration 17Q: 3 clusters Score -1.41838e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -14185473.000000 Penalty: 3771.281982
	Iteration 18Q: 3 clusters Score -1.418547e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -14186810.000000 Penalty: 3771.281982
	Iteration 19Q: 3 clusters Score -1.418681e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -14187616.000000 Penalty: 3771.281982
	Iteration 20F: 3 clusters Score -1.418762e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -14188447.000000 Penalty: 3771.281982
	Iteration 21Q: 3 clusters Score -1.418845e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 106448 members 
Entering Unmasked Estep 
Score: -14188892.000000 Penalty: 3771.281982
	Iteration 22Q: 3 clusters Score -1.418889e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 107191 members 
Entering Unmasked Estep 
Score: -14189262.000000 Penalty: 3771.281982
	Iteration 23Q: 3 clusters Score -1.418926e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -14189552.000000 Penalty: 3771.281982
	Iteration 24Q: 3 clusters Score -1.418955e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 107983 members 
Entering Unmasked Estep 
Score: -14189708.000000 Penalty: 3771.281982
	Iteration 25Q: 3 clusters Score -1.418971e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -14189769.000000 Penalty: 3771.281982
	Iteration 26Q: 3 clusters Score -1.418977e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -14189827.000000 Penalty: 3771.281982
	Iteration 27Q: 3 clusters Score -1.418983e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -14189899.000000 Penalty: 3771.281982
	Iteration 28Q: 3 clusters Score -1.41899e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -14189970.000000 Penalty: 3771.281982
	Iteration 29Q: 3 clusters Score -1.418997e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 108628 members 
Entering Unmasked Estep 
Score: -14190001.000000 Penalty: 3771.281982
	Iteration 30Q: 3 clusters Score -1.419e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -14190031.000000 Penalty: 3771.281982
	Iteration 31Q: 3 clusters Score -1.419003e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 108697 members 
Entering Unmasked Estep 
Score: -14190068.000000 Penalty: 3771.281982
	Iteration 32Q: 3 clusters Score -1.419007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -14190083.000000 Penalty: 3771.281982
	Iteration 33Q: 3 clusters Score -1.419008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -14190079.000000 Penalty: 3771.281982
	Iteration 34Q: 3 clusters Score -1.419008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 108752 members 
Entering Unmasked Estep 
Score: -14190103.000000 Penalty: 3771.281982
	Iteration 35Q: 3 clusters Score -1.41901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -14190098.000000 Penalty: 3771.281982
	Iteration 36Q: 3 clusters Score -1.41901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -14190111.000000 Penalty: 3771.281982
	Iteration 37Q: 3 clusters Score -1.419011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 108794 members 
Entering Unmasked Estep 
Score: -14190113.000000 Penalty: 3771.281982
	Iteration 38Q: 3 clusters Score -1.419011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -14190121.000000 Penalty: 3771.281982
	Iteration 39Q: 3 clusters Score -1.419012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 108809 members 
Entering Unmasked Estep 
Score: -14190120.000000 Penalty: 3771.281982
	Iteration 40F: 3 clusters Score -1.419012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 108816 members 
Entering Unmasked Estep 
Score: -14190130.000000 Penalty: 3771.281982
	Iteration 41Q: 3 clusters Score -1.419013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -14190133.000000 Penalty: 3771.281982
	Iteration 42Q: 3 clusters Score -1.419013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -14190146.000000 Penalty: 3771.281982
	Iteration 43Q: 3 clusters Score -1.419015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 108831 members 
Entering Unmasked Estep 
Score: -14190141.000000 Penalty: 3771.281982
	Iteration 44Q: 3 clusters Score -1.419014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -14190142.000000 Penalty: 3771.281982
	Iteration 45Q: 3 clusters Score -1.419014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -14190149.000000 Penalty: 3771.281982
	Iteration 46Q: 3 clusters Score -1.419015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -14190140.000000 Penalty: 3771.281982
	Iteration 47Q: 3 clusters Score -1.419014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -14190134.000000 Penalty: 3771.281982
	Iteration 48Q: 3 clusters Score -1.419013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 108847 members 
Entering Unmasked Estep 
Score: -14190137.000000 Penalty: 3771.281982
	Iteration 49Q: 3 clusters Score -1.419014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -14190130.000000 Penalty: 3771.281982
	Iteration 50Q: 3 clusters Score -1.419013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -14190141.000000 Penalty: 3771.281982
	Iteration 51Q: 3 clusters Score -1.419014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -14190140.000000 Penalty: 3771.281982
	Iteration 52Q: 3 clusters Score -1.419014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 108856 members 
Entering Unmasked Estep 
Score: -14190139.000000 Penalty: 3771.281982
	Iteration 53Q: 3 clusters Score -1.419014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -14190151.000000 Penalty: 3771.281982
	Iteration 54Q: 3 clusters Score -1.419015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -14190146.000000 Penalty: 3771.281982
	Iteration 55Q: 3 clusters Score -1.419015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 108854 members 
Entering Unmasked Estep 
Score: -14190146.000000 Penalty: 3771.281982
	Iteration 56F: 3 clusters Score -1.419015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Entering Unmasked Estep 
Score: -1776560.750000 Penalty: 1553.936523
	Iteration 0F: 2 clusters Score -1776561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1766621.125000 Penalty: 3107.873047
	Iteration 0F: 3 clusters Score -1766621 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1770077.875000 Penalty: 3107.873047
	Iteration 1F: 3 clusters Score -1770078 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1770499.000000 Penalty: 3107.873047
	Iteration 2F: 3 clusters Score -1770499 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1770931.250000 Penalty: 3107.873047
	Iteration 3F: 3 clusters Score -1770931 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1771399.375000 Penalty: 3107.873047
	Iteration 4F: 3 clusters Score -1771399 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1771937.000000 Penalty: 3107.873047
	Iteration 5F: 3 clusters Score -1771937 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1772569.000000 Penalty: 3107.873047
	Iteration 6F: 3 clusters Score -1772569 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1773243.625000 Penalty: 3107.873047
	Iteration 7F: 3 clusters Score -1773244 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1773890.625000 Penalty: 3107.873047
	Iteration 8F: 3 clusters Score -1773891 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1774373.250000 Penalty: 3107.873047
	Iteration 9Q: 3 clusters Score -1774373 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1774677.750000 Penalty: 3107.873047
	Iteration 10Q: 3 clusters Score -1774678 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1774901.625000 Penalty: 3107.873047
	Iteration 11Q: 3 clusters Score -1774902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1775034.500000 Penalty: 3107.873047
	Iteration 12Q: 3 clusters Score -1775034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1775107.250000 Penalty: 3107.873047
	Iteration 13Q: 3 clusters Score -1775107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1775156.375000 Penalty: 3107.873047
	Iteration 14Q: 3 clusters Score -1775156 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1775189.375000 Penalty: 3107.873047
	Iteration 15Q: 3 clusters Score -1775189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1775203.125000 Penalty: 3107.873047
	Iteration 16Q: 3 clusters Score -1775203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1775224.250000 Penalty: 3107.873047
	Iteration 17Q: 3 clusters Score -1775224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1775245.375000 Penalty: 3107.873047
	Iteration 18Q: 3 clusters Score -1775245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1775257.500000 Penalty: 3107.873047
	Iteration 19Q: 3 clusters Score -1775258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1775263.000000 Penalty: 3107.873047
	Iteration 20F: 3 clusters Score -1775263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1775273.250000 Penalty: 3107.873047
	Iteration 21Q: 3 clusters Score -1775273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1775279.500000 Penalty: 3107.873047
	Iteration 22Q: 3 clusters Score -1775280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1775280.375000 Penalty: 3107.873047
	Iteration 23Q: 3 clusters Score -1775280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1775284.625000 Penalty: 3107.873047
	Iteration 24Q: 3 clusters Score -1775285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1775288.000000 Penalty: 3107.873047
	Iteration 25Q: 3 clusters Score -1775288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1775293.250000 Penalty: 3107.873047
	Iteration 26Q: 3 clusters Score -1775293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1775291.750000 Penalty: 3107.873047
	Iteration 27Q: 3 clusters Score -1775292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1775293.750000 Penalty: 3107.873047
	Iteration 28Q: 3 clusters Score -1775294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1775295.250000 Penalty: 3107.873047
	Iteration 29Q: 3 clusters Score -1775295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1775293.250000 Penalty: 3107.873047
	Iteration 30Q: 3 clusters Score -1775293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1775293.250000 Penalty: 3107.873047
	Iteration 31F: 3 clusters Score -1775293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -946288.437500 Penalty: 1449.563232
	Iteration 0F: 2 clusters Score -946288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -940671.625000 Penalty: 2899.126465
	Iteration 0F: 3 clusters Score -940671.6 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -942486.937500 Penalty: 2899.126465
	Iteration 1F: 3 clusters Score -942486.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -942728.125000 Penalty: 2899.126465
	Iteration 2F: 3 clusters Score -942728.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -942919.750000 Penalty: 2899.126465
	Iteration 3F: 3 clusters Score -942919.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -943106.250000 Penalty: 2899.126465
	Iteration 4Q: 3 clusters Score -943106.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -943278.937500 Penalty: 2899.126465
	Iteration 5Q: 3 clusters Score -943278.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -943427.562500 Penalty: 2899.126465
	Iteration 6Q: 3 clusters Score -943427.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -943591.000000 Penalty: 2899.126465
	Iteration 7Q: 3 clusters Score -943591 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -943751.687500 Penalty: 2899.126465
	Iteration 8Q: 3 clusters Score -943751.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -943925.500000 Penalty: 2899.126465
	Iteration 9Q: 3 clusters Score -943925.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -944111.750000 Penalty: 2899.126465
	Iteration 10Q: 3 clusters Score -944111.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -944281.937500 Penalty: 2899.126465
	Iteration 11Q: 3 clusters Score -944281.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -944412.625000 Penalty: 2899.126465
	Iteration 12Q: 3 clusters Score -944412.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -944526.875000 Penalty: 2899.126465
	Iteration 13Q: 3 clusters Score -944526.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -944630.687500 Penalty: 2899.126465
	Iteration 14Q: 3 clusters Score -944630.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -944699.500000 Penalty: 2899.126465
	Iteration 15Q: 3 clusters Score -944699.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -944773.125000 Penalty: 2899.126465
	Iteration 16Q: 3 clusters Score -944773.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -944826.625000 Penalty: 2899.126465
	Iteration 17Q: 3 clusters Score -944826.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -944866.062500 Penalty: 2899.126465
	Iteration 18Q: 3 clusters Score -944866.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -944897.000000 Penalty: 2899.126465
	Iteration 19Q: 3 clusters Score -944897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -944915.500000 Penalty: 2899.126465
	Iteration 20F: 3 clusters Score -944915.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -944930.687500 Penalty: 2899.126465
	Iteration 21Q: 3 clusters Score -944930.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -944941.250000 Penalty: 2899.126465
	Iteration 22Q: 3 clusters Score -944941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -944951.187500 Penalty: 2899.126465
	Iteration 23Q: 3 clusters Score -944951.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -944955.187500 Penalty: 2899.126465
	Iteration 24Q: 3 clusters Score -944955.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -944958.437500 Penalty: 2899.126465
	Iteration 25Q: 3 clusters Score -944958.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -944968.437500 Penalty: 2899.126465
	Iteration 26Q: 3 clusters Score -944968.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -944977.562500 Penalty: 2899.126465
	Iteration 27Q: 3 clusters Score -944977.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -944985.250000 Penalty: 2899.126465
	Iteration 28Q: 3 clusters Score -944985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -944988.250000 Penalty: 2899.126465
	Iteration 29Q: 3 clusters Score -944988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -944990.562500 Penalty: 2899.126465
	Iteration 30Q: 3 clusters Score -944990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -944990.937500 Penalty: 2899.126465
	Iteration 31Q: 3 clusters Score -944990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -944992.062500 Penalty: 2899.126465
	Iteration 32Q: 3 clusters Score -944992.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -944992.250000 Penalty: 2899.126465
	Iteration 33Q: 3 clusters Score -944992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -944992.562500 Penalty: 2899.126465
	Iteration 34Q: 3 clusters Score -944992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -944994.125000 Penalty: 2899.126465
	Iteration 35Q: 3 clusters Score -944994.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -944994.125000 Penalty: 2899.126465
	Iteration 36F: 3 clusters Score -944994.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29224.835938 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29224.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28440.892578 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28440.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28504.822266 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28504.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28520.623047 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28520.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28521.851562 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28521.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28524.535156 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -28524.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28524.535156 Penalty: 1783.904785
	Iteration 5F: 3 clusters Score -28524.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9157.213867 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -9157.214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8570.607422 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -8570.607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8710.415039 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -8710.415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8783.130859 Penalty: 1678.555420
	Iteration 2F: 3 clusters Score -8783.131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8855.510742 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -8855.511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8862.930664 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -8862.931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8870.266602 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -8870.267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -8870.266602 Penalty: 1678.555420
	Iteration 6F: 3 clusters Score -8870.267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -851354.437500 Penalty: 1433.651367
	Iteration 0F: 2 clusters Score -851354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -846319.875000 Penalty: 2867.302734
	Iteration 0F: 3 clusters Score -846319.9 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -847876.250000 Penalty: 2867.302734
	Iteration 1F: 3 clusters Score -847876.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -848162.812500 Penalty: 2867.302734
	Iteration 2F: 3 clusters Score -848162.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -848472.500000 Penalty: 2867.302734
	Iteration 3F: 3 clusters Score -848472.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -848804.937500 Penalty: 2867.302734
	Iteration 4F: 3 clusters Score -848804.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -849168.125000 Penalty: 2867.302734
	Iteration 5F: 3 clusters Score -849168.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -849551.562500 Penalty: 2867.302734
	Iteration 6F: 3 clusters Score -849551.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -849905.812500 Penalty: 2867.302734
	Iteration 7F: 3 clusters Score -849905.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -850152.875000 Penalty: 2867.302734
	Iteration 8Q: 3 clusters Score -850152.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -850349.687500 Penalty: 2867.302734
	Iteration 9Q: 3 clusters Score -850349.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -850502.875000 Penalty: 2867.302734
	Iteration 10Q: 3 clusters Score -850502.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -850660.000000 Penalty: 2867.302734
	Iteration 11Q: 3 clusters Score -850660 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -850800.000000 Penalty: 2867.302734
	Iteration 12Q: 3 clusters Score -850800 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -850915.812500 Penalty: 2867.302734
	Iteration 13Q: 3 clusters Score -850915.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -850996.125000 Penalty: 2867.302734
	Iteration 14Q: 3 clusters Score -850996.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -851036.437500 Penalty: 2867.302734
	Iteration 15Q: 3 clusters Score -851036.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -851061.625000 Penalty: 2867.302734
	Iteration 16Q: 3 clusters Score -851061.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -851076.875000 Penalty: 2867.302734
	Iteration 17Q: 3 clusters Score -851076.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -851086.187500 Penalty: 2867.302734
	Iteration 18Q: 3 clusters Score -851086.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -851093.312500 Penalty: 2867.302734
	Iteration 19Q: 3 clusters Score -851093.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -851094.750000 Penalty: 2867.302734
	Iteration 20F: 3 clusters Score -851094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -851097.062500 Penalty: 2867.302734
	Iteration 21Q: 3 clusters Score -851097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -851096.937500 Penalty: 2867.302734
	Iteration 22Q: 3 clusters Score -851096.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -851096.125000 Penalty: 2867.302734
	Iteration 23Q: 3 clusters Score -851096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -851098.250000 Penalty: 2867.302734
	Iteration 24Q: 3 clusters Score -851098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -851097.437500 Penalty: 2867.302734
	Iteration 25Q: 3 clusters Score -851097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -851097.437500 Penalty: 2867.302734
	Iteration 26F: 3 clusters Score -851097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Entering Unmasked Estep 
Score: -7027183.500000 Penalty: 1772.199951
	Iteration 0F: 2 clusters Score -7027184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6990650.000000 Penalty: 3544.399902
	Iteration 0F: 3 clusters Score -6990650 nChanged 25761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -7005174.500000 Penalty: 3544.399902
	Iteration 1F: 3 clusters Score -7005174 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -7005636.000000 Penalty: 3544.399902
	Iteration 2Q: 3 clusters Score -7005636 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -7006078.000000 Penalty: 3544.399902
	Iteration 3Q: 3 clusters Score -7006078 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -7006545.500000 Penalty: 3544.399902
	Iteration 4Q: 3 clusters Score -7006546 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -7007213.000000 Penalty: 3544.399902
	Iteration 5Q: 3 clusters Score -7007213 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7008159.000000 Penalty: 3544.399902
	Iteration 6Q: 3 clusters Score -7008159 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -7009515.500000 Penalty: 3544.399902
	Iteration 7Q: 3 clusters Score -7009516 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7011465.500000 Penalty: 3544.399902
	Iteration 8F: 3 clusters Score -7011466 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7014130.000000 Penalty: 3544.399902
	Iteration 9F: 3 clusters Score -7014130 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -7016912.000000 Penalty: 3544.399902
	Iteration 10F: 3 clusters Score -7016912 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -7019332.500000 Penalty: 3544.399902
	Iteration 11F: 3 clusters Score -7019332 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -7021201.000000 Penalty: 3544.399902
	Iteration 12Q: 3 clusters Score -7021201 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -7022546.000000 Penalty: 3544.399902
	Iteration 13Q: 3 clusters Score -7022546 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -7023520.000000 Penalty: 3544.399902
	Iteration 14Q: 3 clusters Score -7023520 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -7024227.500000 Penalty: 3544.399902
	Iteration 15Q: 3 clusters Score -7024228 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -7024763.000000 Penalty: 3544.399902
	Iteration 16Q: 3 clusters Score -7024763 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -7025090.500000 Penalty: 3544.399902
	Iteration 17Q: 3 clusters Score -7025090 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -7025245.000000 Penalty: 3544.399902
	Iteration 18Q: 3 clusters Score -7025245 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -7025354.000000 Penalty: 3544.399902
	Iteration 19Q: 3 clusters Score -7025354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 54026 members 
Entering Unmasked Estep 
Score: -7025429.000000 Penalty: 3544.399902
	Iteration 20F: 3 clusters Score -7025429 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7025476.000000 Penalty: 3544.399902
	Iteration 21Q: 3 clusters Score -7025476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -7025503.500000 Penalty: 3544.399902
	Iteration 22Q: 3 clusters Score -7025504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7025553.000000 Penalty: 3544.399902
	Iteration 23Q: 3 clusters Score -7025553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 54160 members 
Entering Unmasked Estep 
Score: -7025584.000000 Penalty: 3544.399902
	Iteration 24Q: 3 clusters Score -7025584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7025583.500000 Penalty: 3544.399902
	Iteration 25Q: 3 clusters Score -7025584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -7025596.500000 Penalty: 3544.399902
	Iteration 26Q: 3 clusters Score -7025596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -7025601.500000 Penalty: 3544.399902
	Iteration 27Q: 3 clusters Score -7025602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -7025604.500000 Penalty: 3544.399902
	Iteration 28Q: 3 clusters Score -7025604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -7025607.500000 Penalty: 3544.399902
	Iteration 29Q: 3 clusters Score -7025608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7025605.500000 Penalty: 3544.399902
	Iteration 30Q: 3 clusters Score -7025606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7025608.000000 Penalty: 3544.399902
	Iteration 31Q: 3 clusters Score -7025608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -7025606.500000 Penalty: 3544.399902
	Iteration 32Q: 3 clusters Score -7025606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7025614.000000 Penalty: 3544.399902
	Iteration 33Q: 3 clusters Score -7025614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7025613.500000 Penalty: 3544.399902
	Iteration 34Q: 3 clusters Score -7025614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7025613.500000 Penalty: 3544.399902
	Iteration 35F: 3 clusters Score -7025614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -77475.414062 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -77475.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76307.171875 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -76307.17 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76709.257812 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -76709.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -76904.179688 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -76904.18 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76962.210938 Penalty: 2152.821289
	Iteration 3Q: 3 clusters Score -76962.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -77024.968750 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -77024.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77089.398438 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -77089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77142.453125 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -77142.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77168.132812 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -77168.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77186.546875 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -77186.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77195.968750 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -77195.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77202.960938 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -77202.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77215.039062 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -77215.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77235.546875 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -77235.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77243.710938 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -77243.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -77259.125000 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -77259.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77280.546875 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -77280.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77286.984375 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -77286.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77302.523438 Penalty: 2152.821289
	Iteration 17Q: 3 clusters Score -77302.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77307.062500 Penalty: 2152.821289
	Iteration 18Q: 3 clusters Score -77307.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77309.250000 Penalty: 2152.821289
	Iteration 19Q: 3 clusters Score -77309.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77314.671875 Penalty: 2152.821289
	Iteration 20F: 3 clusters Score -77314.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77317.429688 Penalty: 2152.821289
	Iteration 21Q: 3 clusters Score -77317.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77318.585938 Penalty: 2152.821289
	Iteration 22Q: 3 clusters Score -77318.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77319.210938 Penalty: 2152.821289
	Iteration 23Q: 3 clusters Score -77319.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77319.750000 Penalty: 2152.821289
	Iteration 24Q: 3 clusters Score -77319.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77319.750000 Penalty: 2152.821289
	Iteration 25F: 3 clusters Score -77319.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -386233.687500 Penalty: 1314.191528
	Iteration 0F: 2 clusters Score -386233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -383366.687500 Penalty: 2628.383057
	Iteration 0F: 3 clusters Score -383366.7 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -384216.687500 Penalty: 2628.383057
	Iteration 1F: 3 clusters Score -384216.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -384497.281250 Penalty: 2628.383057
	Iteration 2F: 3 clusters Score -384497.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -384718.375000 Penalty: 2628.383057
	Iteration 3F: 3 clusters Score -384718.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -384900.687500 Penalty: 2628.383057
	Iteration 4F: 3 clusters Score -384900.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -385036.125000 Penalty: 2628.383057
	Iteration 5F: 3 clusters Score -385036.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -385139.437500 Penalty: 2628.383057
	Iteration 6Q: 3 clusters Score -385139.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -385219.750000 Penalty: 2628.383057
	Iteration 7Q: 3 clusters Score -385219.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -385283.781250 Penalty: 2628.383057
	Iteration 8Q: 3 clusters Score -385283.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -385354.406250 Penalty: 2628.383057
	Iteration 9Q: 3 clusters Score -385354.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -385409.468750 Penalty: 2628.383057
	Iteration 10Q: 3 clusters Score -385409.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -385447.500000 Penalty: 2628.383057
	Iteration 11Q: 3 clusters Score -385447.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -385470.562500 Penalty: 2628.383057
	Iteration 12Q: 3 clusters Score -385470.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -385484.218750 Penalty: 2628.383057
	Iteration 13Q: 3 clusters Score -385484.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -385492.843750 Penalty: 2628.383057
	Iteration 14Q: 3 clusters Score -385492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -385501.218750 Penalty: 2628.383057
	Iteration 15Q: 3 clusters Score -385501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -385505.656250 Penalty: 2628.383057
	Iteration 16Q: 3 clusters Score -385505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -385510.093750 Penalty: 2628.383057
	Iteration 17Q: 3 clusters Score -385510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -385511.687500 Penalty: 2628.383057
	Iteration 18Q: 3 clusters Score -385511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -385513.906250 Penalty: 2628.383057
	Iteration 19Q: 3 clusters Score -385513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -385515.812500 Penalty: 2628.383057
	Iteration 20F: 3 clusters Score -385515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Entering Unmasked Estep 
Score: -2151016.250000 Penalty: 1579.018555
	Iteration 0F: 2 clusters Score -2151016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2139557.750000 Penalty: 3158.037109
	Iteration 0F: 3 clusters Score -2139558 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2143763.250000 Penalty: 3158.037109
	Iteration 1F: 3 clusters Score -2143763 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2144102.250000 Penalty: 3158.037109
	Iteration 2F: 3 clusters Score -2144102 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2144420.000000 Penalty: 3158.037109
	Iteration 3Q: 3 clusters Score -2144420 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2144738.000000 Penalty: 3158.037109
	Iteration 4Q: 3 clusters Score -2144738 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2145100.250000 Penalty: 3158.037109
	Iteration 5Q: 3 clusters Score -2145100 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2145530.000000 Penalty: 3158.037109
	Iteration 6Q: 3 clusters Score -2145530 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2146013.250000 Penalty: 3158.037109
	Iteration 7Q: 3 clusters Score -2146013 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2146504.500000 Penalty: 3158.037109
	Iteration 8Q: 3 clusters Score -2146504 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2146990.250000 Penalty: 3158.037109
	Iteration 9Q: 3 clusters Score -2146990 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2147403.000000 Penalty: 3158.037109
	Iteration 10Q: 3 clusters Score -2147403 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2147799.500000 Penalty: 3158.037109
	Iteration 11Q: 3 clusters Score -2147800 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2148182.500000 Penalty: 3158.037109
	Iteration 12Q: 3 clusters Score -2148182 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2148524.500000 Penalty: 3158.037109
	Iteration 13Q: 3 clusters Score -2148524 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2148784.250000 Penalty: 3158.037109
	Iteration 14Q: 3 clusters Score -2148784 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2148993.500000 Penalty: 3158.037109
	Iteration 15Q: 3 clusters Score -2148994 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2149136.500000 Penalty: 3158.037109
	Iteration 16Q: 3 clusters Score -2149136 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2149246.000000 Penalty: 3158.037109
	Iteration 17Q: 3 clusters Score -2149246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2149327.500000 Penalty: 3158.037109
	Iteration 18Q: 3 clusters Score -2149328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2149416.000000 Penalty: 3158.037109
	Iteration 19Q: 3 clusters Score -2149416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2149473.000000 Penalty: 3158.037109
	Iteration 20F: 3 clusters Score -2149473 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2149520.000000 Penalty: 3158.037109
	Iteration 21Q: 3 clusters Score -2149520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2149570.250000 Penalty: 3158.037109
	Iteration 22Q: 3 clusters Score -2149570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2149600.000000 Penalty: 3158.037109
	Iteration 23Q: 3 clusters Score -2149600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2149616.250000 Penalty: 3158.037109
	Iteration 24Q: 3 clusters Score -2149616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2149631.000000 Penalty: 3158.037109
	Iteration 25Q: 3 clusters Score -2149631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2149643.250000 Penalty: 3158.037109
	Iteration 26Q: 3 clusters Score -2149643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2149653.000000 Penalty: 3158.037109
	Iteration 27Q: 3 clusters Score -2149653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -2149660.000000 Penalty: 3158.037109
	Iteration 28Q: 3 clusters Score -2149660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2149665.000000 Penalty: 3158.037109
	Iteration 29Q: 3 clusters Score -2149665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2149665.500000 Penalty: 3158.037109
	Iteration 30Q: 3 clusters Score -2149666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2149670.500000 Penalty: 3158.037109
	Iteration 31Q: 3 clusters Score -2149670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2149673.750000 Penalty: 3158.037109
	Iteration 32Q: 3 clusters Score -2149674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2149677.750000 Penalty: 3158.037109
	Iteration 33Q: 3 clusters Score -2149678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2149681.250000 Penalty: 3158.037109
	Iteration 34Q: 3 clusters Score -2149681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2149684.750000 Penalty: 3158.037109
	Iteration 35Q: 3 clusters Score -2149685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -2149683.250000 Penalty: 3158.037109
	Iteration 36Q: 3 clusters Score -2149683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2149684.500000 Penalty: 3158.037109
	Iteration 37Q: 3 clusters Score -2149684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2149684.500000 Penalty: 3158.037109
	Iteration 38F: 3 clusters Score -2149684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -2162609.500000 Penalty: 1579.624512
	Iteration 0F: 2 clusters Score -2162610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2151040.250000 Penalty: 3159.249023
	Iteration 0F: 3 clusters Score -2151040 nChanged 7494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2155192.500000 Penalty: 3159.249023
	Iteration 1F: 3 clusters Score -2155192 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2155491.250000 Penalty: 3159.249023
	Iteration 2F: 3 clusters Score -2155491 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2155757.750000 Penalty: 3159.249023
	Iteration 3Q: 3 clusters Score -2155758 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2156025.000000 Penalty: 3159.249023
	Iteration 4Q: 3 clusters Score -2156025 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2156341.750000 Penalty: 3159.249023
	Iteration 5Q: 3 clusters Score -2156342 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2156709.250000 Penalty: 3159.249023
	Iteration 6Q: 3 clusters Score -2156709 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2157173.250000 Penalty: 3159.249023
	Iteration 7Q: 3 clusters Score -2157173 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2157709.500000 Penalty: 3159.249023
	Iteration 8Q: 3 clusters Score -2157710 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2158275.000000 Penalty: 3159.249023
	Iteration 9Q: 3 clusters Score -2158275 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -2158763.750000 Penalty: 3159.249023
	Iteration 10Q: 3 clusters Score -2158764 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2159121.500000 Penalty: 3159.249023
	Iteration 11Q: 3 clusters Score -2159122 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2159368.500000 Penalty: 3159.249023
	Iteration 12Q: 3 clusters Score -2159368 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2159531.000000 Penalty: 3159.249023
	Iteration 13Q: 3 clusters Score -2159531 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2159628.250000 Penalty: 3159.249023
	Iteration 14Q: 3 clusters Score -2159628 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2159710.250000 Penalty: 3159.249023
	Iteration 15Q: 3 clusters Score -2159710 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2159793.000000 Penalty: 3159.249023
	Iteration 16Q: 3 clusters Score -2159793 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2159860.500000 Penalty: 3159.249023
	Iteration 17Q: 3 clusters Score -2159860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2159934.250000 Penalty: 3159.249023
	Iteration 18Q: 3 clusters Score -2159934 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2159999.750000 Penalty: 3159.249023
	Iteration 19Q: 3 clusters Score -2160000 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2160078.750000 Penalty: 3159.249023
	Iteration 20F: 3 clusters Score -2160079 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2160152.000000 Penalty: 3159.249023
	Iteration 21Q: 3 clusters Score -2160152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2160230.250000 Penalty: 3159.249023
	Iteration 22Q: 3 clusters Score -2160230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2160293.500000 Penalty: 3159.249023
	Iteration 23Q: 3 clusters Score -2160294 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2160352.750000 Penalty: 3159.249023
	Iteration 24Q: 3 clusters Score -2160353 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2160420.250000 Penalty: 3159.249023
	Iteration 25Q: 3 clusters Score -2160420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2160467.500000 Penalty: 3159.249023
	Iteration 26Q: 3 clusters Score -2160468 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2160541.750000 Penalty: 3159.249023
	Iteration 27Q: 3 clusters Score -2160542 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2160617.500000 Penalty: 3159.249023
	Iteration 28Q: 3 clusters Score -2160618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2160675.000000 Penalty: 3159.249023
	Iteration 29Q: 3 clusters Score -2160675 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2160730.500000 Penalty: 3159.249023
	Iteration 30Q: 3 clusters Score -2160730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2160783.000000 Penalty: 3159.249023
	Iteration 31Q: 3 clusters Score -2160783 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2160836.750000 Penalty: 3159.249023
	Iteration 32Q: 3 clusters Score -2160837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2160882.000000 Penalty: 3159.249023
	Iteration 33Q: 3 clusters Score -2160882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2160925.250000 Penalty: 3159.249023
	Iteration 34Q: 3 clusters Score -2160925 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2160966.750000 Penalty: 3159.249023
	Iteration 35Q: 3 clusters Score -2160967 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2161003.500000 Penalty: 3159.249023
	Iteration 36Q: 3 clusters Score -2161004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2161042.500000 Penalty: 3159.249023
	Iteration 37Q: 3 clusters Score -2161042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2161074.000000 Penalty: 3159.249023
	Iteration 38Q: 3 clusters Score -2161074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2161100.500000 Penalty: 3159.249023
	Iteration 39Q: 3 clusters Score -2161100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2161122.750000 Penalty: 3159.249023
	Iteration 40F: 3 clusters Score -2161123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2161147.750000 Penalty: 3159.249023
	Iteration 41Q: 3 clusters Score -2161148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2161169.750000 Penalty: 3159.249023
	Iteration 42Q: 3 clusters Score -2161170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2161186.750000 Penalty: 3159.249023
	Iteration 43Q: 3 clusters Score -2161187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2161199.250000 Penalty: 3159.249023
	Iteration 44Q: 3 clusters Score -2161199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2161208.000000 Penalty: 3159.249023
	Iteration 45Q: 3 clusters Score -2161208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2161214.500000 Penalty: 3159.249023
	Iteration 46Q: 3 clusters Score -2161214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2161219.500000 Penalty: 3159.249023
	Iteration 47Q: 3 clusters Score -2161220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2161226.750000 Penalty: 3159.249023
	Iteration 48Q: 3 clusters Score -2161227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2161235.750000 Penalty: 3159.249023
	Iteration 49Q: 3 clusters Score -2161236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2161238.750000 Penalty: 3159.249023
	Iteration 50Q: 3 clusters Score -2161239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2161238.750000 Penalty: 3159.249023
	Iteration 51Q: 3 clusters Score -2161239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -2161243.000000 Penalty: 3159.249023
	Iteration 52Q: 3 clusters Score -2161243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2161245.250000 Penalty: 3159.249023
	Iteration 53Q: 3 clusters Score -2161245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2161247.000000 Penalty: 3159.249023
	Iteration 54Q: 3 clusters Score -2161247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2161247.500000 Penalty: 3159.249023
	Iteration 55Q: 3 clusters Score -2161248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2161249.500000 Penalty: 3159.249023
	Iteration 56Q: 3 clusters Score -2161250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2161252.750000 Penalty: 3159.249023
	Iteration 57Q: 3 clusters Score -2161253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2161256.500000 Penalty: 3159.249023
	Iteration 58Q: 3 clusters Score -2161256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2161260.000000 Penalty: 3159.249023
	Iteration 59Q: 3 clusters Score -2161260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2161261.000000 Penalty: 3159.249023
	Iteration 60F: 3 clusters Score -2161261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2161262.250000 Penalty: 3159.249023
	Iteration 61Q: 3 clusters Score -2161262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2161262.750000 Penalty: 3159.249023
	Iteration 62Q: 3 clusters Score -2161263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2161262.250000 Penalty: 3159.249023
	Iteration 63Q: 3 clusters Score -2161262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2161261.500000 Penalty: 3159.249023
	Iteration 64Q: 3 clusters Score -2161262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2161261.500000 Penalty: 3159.249023
	Iteration 65F: 3 clusters Score -2161262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Entering Unmasked Estep 
Score: -1652976.500000 Penalty: 1535.546143
	Iteration 0F: 2 clusters Score -1652976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1644049.875000 Penalty: 3071.092285
	Iteration 0F: 3 clusters Score -1644050 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1647187.000000 Penalty: 3071.092285
	Iteration 1F: 3 clusters Score -1647187 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1647627.625000 Penalty: 3071.092285
	Iteration 2F: 3 clusters Score -1647628 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1648082.375000 Penalty: 3071.092285
	Iteration 3F: 3 clusters Score -1648082 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1648601.125000 Penalty: 3071.092285
	Iteration 4F: 3 clusters Score -1648601 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1649239.125000 Penalty: 3071.092285
	Iteration 5F: 3 clusters Score -1649239 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1649928.500000 Penalty: 3071.092285
	Iteration 6F: 3 clusters Score -1649928 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1650533.250000 Penalty: 3071.092285
	Iteration 7Q: 3 clusters Score -1650533 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1650947.250000 Penalty: 3071.092285
	Iteration 8Q: 3 clusters Score -1650947 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1651190.625000 Penalty: 3071.092285
	Iteration 9Q: 3 clusters Score -1651191 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1651298.875000 Penalty: 3071.092285
	Iteration 10Q: 3 clusters Score -1651299 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1651338.500000 Penalty: 3071.092285
	Iteration 11Q: 3 clusters Score -1651338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1651365.375000 Penalty: 3071.092285
	Iteration 12Q: 3 clusters Score -1651365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1651382.000000 Penalty: 3071.092285
	Iteration 13Q: 3 clusters Score -1651382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1651383.250000 Penalty: 3071.092285
	Iteration 14Q: 3 clusters Score -1651383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1651391.750000 Penalty: 3071.092285
	Iteration 15Q: 3 clusters Score -1651392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1651393.625000 Penalty: 3071.092285
	Iteration 16Q: 3 clusters Score -1651394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1651393.375000 Penalty: 3071.092285
	Iteration 17Q: 3 clusters Score -1651393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1651397.625000 Penalty: 3071.092285
	Iteration 18Q: 3 clusters Score -1651398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1651402.000000 Penalty: 3071.092285
	Iteration 19Q: 3 clusters Score -1651402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1651403.625000 Penalty: 3071.092285
	Iteration 20F: 3 clusters Score -1651404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1651409.375000 Penalty: 3071.092285
	Iteration 21Q: 3 clusters Score -1651409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1651415.625000 Penalty: 3071.092285
	Iteration 22Q: 3 clusters Score -1651416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1651418.500000 Penalty: 3071.092285
	Iteration 23Q: 3 clusters Score -1651418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1651420.125000 Penalty: 3071.092285
	Iteration 24Q: 3 clusters Score -1651420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1651422.000000 Penalty: 3071.092285
	Iteration 25Q: 3 clusters Score -1651422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1651421.250000 Penalty: 3071.092285
	Iteration 26Q: 3 clusters Score -1651421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1651426.625000 Penalty: 3071.092285
	Iteration 27Q: 3 clusters Score -1651427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1651429.750000 Penalty: 3071.092285
	Iteration 28Q: 3 clusters Score -1651430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1651429.875000 Penalty: 3071.092285
	Iteration 29Q: 3 clusters Score -1651430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1651427.875000 Penalty: 3071.092285
	Iteration 30Q: 3 clusters Score -1651428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1651431.125000 Penalty: 3071.092285
	Iteration 31Q: 3 clusters Score -1651431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1651432.250000 Penalty: 3071.092285
	Iteration 32Q: 3 clusters Score -1651432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1651430.375000 Penalty: 3071.092285
	Iteration 33Q: 3 clusters Score -1651430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1651431.250000 Penalty: 3071.092285
	Iteration 34Q: 3 clusters Score -1651431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1651431.500000 Penalty: 3071.092285
	Iteration 35Q: 3 clusters Score -1651432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1651435.875000 Penalty: 3071.092285
	Iteration 36Q: 3 clusters Score -1651436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1651437.250000 Penalty: 3071.092285
	Iteration 37Q: 3 clusters Score -1651437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1651439.750000 Penalty: 3071.092285
	Iteration 38Q: 3 clusters Score -1651440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1651440.500000 Penalty: 3071.092285
	Iteration 39Q: 3 clusters Score -1651440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1651442.375000 Penalty: 3071.092285
	Iteration 40F: 3 clusters Score -1651442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1651440.250000 Penalty: 3071.092285
	Iteration 41Q: 3 clusters Score -1651440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1651440.750000 Penalty: 3071.092285
	Iteration 42Q: 3 clusters Score -1651441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1651442.625000 Penalty: 3071.092285
	Iteration 43Q: 3 clusters Score -1651443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1651446.000000 Penalty: 3071.092285
	Iteration 44Q: 3 clusters Score -1651446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1651444.375000 Penalty: 3071.092285
	Iteration 45Q: 3 clusters Score -1651444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1651442.500000 Penalty: 3071.092285
	Iteration 46Q: 3 clusters Score -1651442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1651443.625000 Penalty: 3071.092285
	Iteration 47Q: 3 clusters Score -1651444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1651444.375000 Penalty: 3071.092285
	Iteration 48Q: 3 clusters Score -1651444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1651444.375000 Penalty: 3071.092285
	Iteration 49F: 3 clusters Score -1651444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -138014.250000 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -138014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -136524.390625 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -136524.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136817.359375 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -136817.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136908.187500 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -136908.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -136965.031250 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -136965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137003.515625 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -137003.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137046.937500 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -137046.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137069.578125 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -137069.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137082.609375 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -137082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137087.750000 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -137087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -137100.078125 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -137100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137104.125000 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -137104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137108.312500 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -137108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137109.875000 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -137109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137111.281250 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -137111.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137113.390625 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -137113.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137115.609375 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -137115.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137121.859375 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -137121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137124.156250 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -137124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137126.343750 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -137126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137128.718750 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -137128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -137132.859375 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -137132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137141.953125 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -137142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137154.765625 Penalty: 2280.106445
	Iteration 22Q: 3 clusters Score -137154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -137182.656250 Penalty: 2280.106445
	Iteration 23Q: 3 clusters Score -137182.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137217.203125 Penalty: 2280.106445
	Iteration 24Q: 3 clusters Score -137217.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137234.937500 Penalty: 2280.106445
	Iteration 25Q: 3 clusters Score -137234.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137262.140625 Penalty: 2280.106445
	Iteration 26Q: 3 clusters Score -137262.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137297.640625 Penalty: 2280.106445
	Iteration 27Q: 3 clusters Score -137297.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137328.687500 Penalty: 2280.106445
	Iteration 28Q: 3 clusters Score -137328.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137374.281250 Penalty: 2280.106445
	Iteration 29Q: 3 clusters Score -137374.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137406.484375 Penalty: 2280.106445
	Iteration 30Q: 3 clusters Score -137406.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137420.906250 Penalty: 2280.106445
	Iteration 31Q: 3 clusters Score -137420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137433.453125 Penalty: 2280.106445
	Iteration 32Q: 3 clusters Score -137433.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137447.156250 Penalty: 2280.106445
	Iteration 33Q: 3 clusters Score -137447.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137465.156250 Penalty: 2280.106445
	Iteration 34Q: 3 clusters Score -137465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137475.593750 Penalty: 2280.106445
	Iteration 35Q: 3 clusters Score -137475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137493.265625 Penalty: 2280.106445
	Iteration 36Q: 3 clusters Score -137493.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137511.765625 Penalty: 2280.106445
	Iteration 37Q: 3 clusters Score -137511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -137528.515625 Penalty: 2280.106445
	Iteration 38Q: 3 clusters Score -137528.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137560.343750 Penalty: 2280.106445
	Iteration 39Q: 3 clusters Score -137560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137582.656250 Penalty: 2280.106445
	Iteration 40F: 3 clusters Score -137582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137591.375000 Penalty: 2280.106445
	Iteration 41Q: 3 clusters Score -137591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137593.812500 Penalty: 2280.106445
	Iteration 42Q: 3 clusters Score -137593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137594.687500 Penalty: 2280.106445
	Iteration 43Q: 3 clusters Score -137594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -137595.250000 Penalty: 2280.106445
	Iteration 44Q: 3 clusters Score -137595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137595.812500 Penalty: 2280.106445
	Iteration 45Q: 3 clusters Score -137595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137597.390625 Penalty: 2280.106445
	Iteration 46Q: 3 clusters Score -137597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137598.000000 Penalty: 2280.106445
	Iteration 47Q: 3 clusters Score -137598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137598.296875 Penalty: 2280.106445
	Iteration 48Q: 3 clusters Score -137598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137599.484375 Penalty: 2280.106445
	Iteration 49Q: 3 clusters Score -137599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137600.921875 Penalty: 2280.106445
	Iteration 50Q: 3 clusters Score -137600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137601.375000 Penalty: 2280.106445
	Iteration 51Q: 3 clusters Score -137601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137601.375000 Penalty: 2280.106445
	Iteration 52F: 3 clusters Score -137601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -818478.937500 Penalty: 1426.703125
	Iteration 0F: 2 clusters Score -818478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -813554.812500 Penalty: 2853.406250
	Iteration 0F: 3 clusters Score -813554.8 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -814966.750000 Penalty: 2853.406250
	Iteration 1F: 3 clusters Score -814966.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -815157.062500 Penalty: 2853.406250
	Iteration 2F: 3 clusters Score -815157.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -815303.500000 Penalty: 2853.406250
	Iteration 3Q: 3 clusters Score -815303.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -815441.500000 Penalty: 2853.406250
	Iteration 4Q: 3 clusters Score -815441.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -815561.125000 Penalty: 2853.406250
	Iteration 5Q: 3 clusters Score -815561.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -815664.875000 Penalty: 2853.406250
	Iteration 6Q: 3 clusters Score -815664.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -815776.562500 Penalty: 2853.406250
	Iteration 7Q: 3 clusters Score -815776.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -815893.125000 Penalty: 2853.406250
	Iteration 8Q: 3 clusters Score -815893.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -816031.875000 Penalty: 2853.406250
	Iteration 9Q: 3 clusters Score -816031.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -816186.687500 Penalty: 2853.406250
	Iteration 10Q: 3 clusters Score -816186.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -816344.687500 Penalty: 2853.406250
	Iteration 11Q: 3 clusters Score -816344.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -816509.187500 Penalty: 2853.406250
	Iteration 12Q: 3 clusters Score -816509.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -816667.625000 Penalty: 2853.406250
	Iteration 13Q: 3 clusters Score -816667.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -816808.562500 Penalty: 2853.406250
	Iteration 14Q: 3 clusters Score -816808.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -816943.375000 Penalty: 2853.406250
	Iteration 15Q: 3 clusters Score -816943.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -817057.000000 Penalty: 2853.406250
	Iteration 16Q: 3 clusters Score -817057 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -817129.250000 Penalty: 2853.406250
	Iteration 17Q: 3 clusters Score -817129.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -817180.812500 Penalty: 2853.406250
	Iteration 18Q: 3 clusters Score -817180.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -817214.875000 Penalty: 2853.406250
	Iteration 19Q: 3 clusters Score -817214.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -817244.312500 Penalty: 2853.406250
	Iteration 20F: 3 clusters Score -817244.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -817266.187500 Penalty: 2853.406250
	Iteration 21Q: 3 clusters Score -817266.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -817277.375000 Penalty: 2853.406250
	Iteration 22Q: 3 clusters Score -817277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -817280.437500 Penalty: 2853.406250
	Iteration 23Q: 3 clusters Score -817280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -817283.187500 Penalty: 2853.406250
	Iteration 24Q: 3 clusters Score -817283.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -817287.187500 Penalty: 2853.406250
	Iteration 25Q: 3 clusters Score -817287.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -817291.375000 Penalty: 2853.406250
	Iteration 26Q: 3 clusters Score -817291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -817296.812500 Penalty: 2853.406250
	Iteration 27Q: 3 clusters Score -817296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -817300.062500 Penalty: 2853.406250
	Iteration 28Q: 3 clusters Score -817300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -817301.875000 Penalty: 2853.406250
	Iteration 29Q: 3 clusters Score -817301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -817306.875000 Penalty: 2853.406250
	Iteration 30Q: 3 clusters Score -817306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -817313.062500 Penalty: 2853.406250
	Iteration 31Q: 3 clusters Score -817313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -817316.250000 Penalty: 2853.406250
	Iteration 32Q: 3 clusters Score -817316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -817317.687500 Penalty: 2853.406250
	Iteration 33Q: 3 clusters Score -817317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -817321.187500 Penalty: 2853.406250
	Iteration 34Q: 3 clusters Score -817321.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -817324.312500 Penalty: 2853.406250
	Iteration 35Q: 3 clusters Score -817324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -817327.250000 Penalty: 2853.406250
	Iteration 36Q: 3 clusters Score -817327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -817329.750000 Penalty: 2853.406250
	Iteration 37Q: 3 clusters Score -817329.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -817329.750000 Penalty: 2853.406250
	Iteration 38F: 3 clusters Score -817329.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Entering Unmasked Estep 
Score: -10835984.000000 Penalty: 1843.595703
	Iteration 0F: 2 clusters Score -1.083598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -10779975.000000 Penalty: 3687.191406
	Iteration 0F: 3 clusters Score -1.077998e+07 nChanged 40228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -10803519.000000 Penalty: 3687.191406
	Iteration 1F: 3 clusters Score -1.080352e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -10805094.000000 Penalty: 3687.191406
	Iteration 2Q: 3 clusters Score -1.080509e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -10807547.000000 Penalty: 3687.191406
	Iteration 3F: 3 clusters Score -1.080755e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -10811743.000000 Penalty: 3687.191406
	Iteration 4F: 3 clusters Score -1.081174e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -10818156.000000 Penalty: 3687.191406
	Iteration 5F: 3 clusters Score -1.081816e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -10824906.000000 Penalty: 3687.191406
	Iteration 6F: 3 clusters Score -1.082491e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79100 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -10829819.000000 Penalty: 3687.191406
	Iteration 7F: 3 clusters Score -1.082982e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10832332.000000 Penalty: 3687.191406
	Iteration 8Q: 3 clusters Score -1.083233e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -10833394.000000 Penalty: 3687.191406
	Iteration 9Q: 3 clusters Score -1.083339e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10833842.000000 Penalty: 3687.191406
	Iteration 10Q: 3 clusters Score -1.083384e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10834075.000000 Penalty: 3687.191406
	Iteration 11Q: 3 clusters Score -1.083408e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10834214.000000 Penalty: 3687.191406
	Iteration 12Q: 3 clusters Score -1.083421e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84136 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -10834298.000000 Penalty: 3687.191406
	Iteration 13Q: 3 clusters Score -1.08343e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10834340.000000 Penalty: 3687.191406
	Iteration 14Q: 3 clusters Score -1.083434e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -10834365.000000 Penalty: 3687.191406
	Iteration 15Q: 3 clusters Score -1.083436e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10834369.000000 Penalty: 3687.191406
	Iteration 16Q: 3 clusters Score -1.083437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10834396.000000 Penalty: 3687.191406
	Iteration 17Q: 3 clusters Score -1.08344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10834402.000000 Penalty: 3687.191406
	Iteration 18Q: 3 clusters Score -1.08344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84219 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10834408.000000 Penalty: 3687.191406
	Iteration 19Q: 3 clusters Score -1.083441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84220 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -10834415.000000 Penalty: 3687.191406
	Iteration 20F: 3 clusters Score -1.083442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10834417.000000 Penalty: 3687.191406
	Iteration 21Q: 3 clusters Score -1.083442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10834416.000000 Penalty: 3687.191406
	Iteration 22Q: 3 clusters Score -1.083442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10834422.000000 Penalty: 3687.191406
	Iteration 23Q: 3 clusters Score -1.083442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10834422.000000 Penalty: 3687.191406
	Iteration 24F: 3 clusters Score -1.083442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -255893.437500 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -255893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253743.968750 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -253744 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -254200.593750 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -254200.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254308.296875 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -254308.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254374.625000 Penalty: 2488.155762
	Iteration 3Q: 3 clusters Score -254374.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254411.453125 Penalty: 2488.155762
	Iteration 4Q: 3 clusters Score -254411.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -254430.750000 Penalty: 2488.155762
	Iteration 5Q: 3 clusters Score -254430.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254447.578125 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -254447.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -254459.671875 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -254459.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -254471.312500 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -254471.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -254478.312500 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -254478.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -254483.687500 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -254483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254488.015625 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -254488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254490.953125 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -254491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -254492.453125 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -254492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254495.109375 Penalty: 2488.155762
	Iteration 14Q: 3 clusters Score -254495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254497.500000 Penalty: 2488.155762
	Iteration 15Q: 3 clusters Score -254497.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254499.468750 Penalty: 2488.155762
	Iteration 16Q: 3 clusters Score -254499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254503.500000 Penalty: 2488.155762
	Iteration 17Q: 3 clusters Score -254503.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254506.015625 Penalty: 2488.155762
	Iteration 18Q: 3 clusters Score -254506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254508.296875 Penalty: 2488.155762
	Iteration 19Q: 3 clusters Score -254508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254510.734375 Penalty: 2488.155762
	Iteration 20F: 3 clusters Score -254510.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -254513.968750 Penalty: 2488.155762
	Iteration 21Q: 3 clusters Score -254514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -254516.671875 Penalty: 2488.155762
	Iteration 22Q: 3 clusters Score -254516.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -254519.140625 Penalty: 2488.155762
	Iteration 23Q: 3 clusters Score -254519.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -254521.734375 Penalty: 2488.155762
	Iteration 24Q: 3 clusters Score -254521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254524.015625 Penalty: 2488.155762
	Iteration 25Q: 3 clusters Score -254524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254525.234375 Penalty: 2488.155762
	Iteration 26Q: 3 clusters Score -254525.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254525.234375 Penalty: 2488.155762
	Iteration 27F: 3 clusters Score -254525.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -920563.937500 Penalty: 1456.846191
	Iteration 0F: 2 clusters Score -920563.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -914896.500000 Penalty: 2913.692383
	Iteration 0F: 3 clusters Score -914896.5 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -916760.375000 Penalty: 2913.692383
	Iteration 1F: 3 clusters Score -916760.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -916980.187500 Penalty: 2913.692383
	Iteration 2F: 3 clusters Score -916980.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -917151.187500 Penalty: 2913.692383
	Iteration 3Q: 3 clusters Score -917151.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -917314.812500 Penalty: 2913.692383
	Iteration 4Q: 3 clusters Score -917314.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -917457.312500 Penalty: 2913.692383
	Iteration 5Q: 3 clusters Score -917457.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -917612.437500 Penalty: 2913.692383
	Iteration 6Q: 3 clusters Score -917612.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -917761.125000 Penalty: 2913.692383
	Iteration 7Q: 3 clusters Score -917761.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -917895.750000 Penalty: 2913.692383
	Iteration 8Q: 3 clusters Score -917895.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -918023.062500 Penalty: 2913.692383
	Iteration 9Q: 3 clusters Score -918023.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -918185.937500 Penalty: 2913.692383
	Iteration 10Q: 3 clusters Score -918185.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -918356.562500 Penalty: 2913.692383
	Iteration 11Q: 3 clusters Score -918356.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -918513.625000 Penalty: 2913.692383
	Iteration 12Q: 3 clusters Score -918513.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -918657.312500 Penalty: 2913.692383
	Iteration 13Q: 3 clusters Score -918657.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -918785.250000 Penalty: 2913.692383
	Iteration 14Q: 3 clusters Score -918785.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -918905.062500 Penalty: 2913.692383
	Iteration 15Q: 3 clusters Score -918905.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -919011.687500 Penalty: 2913.692383
	Iteration 16Q: 3 clusters Score -919011.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -919104.625000 Penalty: 2913.692383
	Iteration 17Q: 3 clusters Score -919104.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -919183.812500 Penalty: 2913.692383
	Iteration 18Q: 3 clusters Score -919183.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -919243.562500 Penalty: 2913.692383
	Iteration 19Q: 3 clusters Score -919243.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -919306.000000 Penalty: 2913.692383
	Iteration 20F: 3 clusters Score -919306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -919372.812500 Penalty: 2913.692383
	Iteration 21Q: 3 clusters Score -919372.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -919421.500000 Penalty: 2913.692383
	Iteration 22Q: 3 clusters Score -919421.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -919463.312500 Penalty: 2913.692383
	Iteration 23Q: 3 clusters Score -919463.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -919499.125000 Penalty: 2913.692383
	Iteration 24Q: 3 clusters Score -919499.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -919526.562500 Penalty: 2913.692383
	Iteration 25Q: 3 clusters Score -919526.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -919548.875000 Penalty: 2913.692383
	Iteration 26Q: 3 clusters Score -919548.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -919566.000000 Penalty: 2913.692383
	Iteration 27Q: 3 clusters Score -919566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -919579.750000 Penalty: 2913.692383
	Iteration 28Q: 3 clusters Score -919579.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -919588.937500 Penalty: 2913.692383
	Iteration 29Q: 3 clusters Score -919588.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -919593.687500 Penalty: 2913.692383
	Iteration 30Q: 3 clusters Score -919593.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -919604.625000 Penalty: 2913.692383
	Iteration 31Q: 3 clusters Score -919604.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -919612.437500 Penalty: 2913.692383
	Iteration 32Q: 3 clusters Score -919612.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -919617.250000 Penalty: 2913.692383
	Iteration 33Q: 3 clusters Score -919617.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -919623.437500 Penalty: 2913.692383
	Iteration 34Q: 3 clusters Score -919623.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -919625.812500 Penalty: 2913.692383
	Iteration 35Q: 3 clusters Score -919625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -919629.187500 Penalty: 2913.692383
	Iteration 36Q: 3 clusters Score -919629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -919630.750000 Penalty: 2913.692383
	Iteration 37Q: 3 clusters Score -919630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -919630.437500 Penalty: 2913.692383
	Iteration 38Q: 3 clusters Score -919630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -919630.562500 Penalty: 2913.692383
	Iteration 39Q: 3 clusters Score -919630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -919630.562500 Penalty: 2913.692383
	Iteration 40F: 3 clusters Score -919630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -22905.414062 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -22905.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22341.808594 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -22341.81 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -22739.443359 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -22739.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23493.710938 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -23493.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23856.341797 Penalty: 1831.306519
	Iteration 3F: 3 clusters Score -23856.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23986.781250 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -23986.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24009.865234 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -24009.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24017.111328 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -24017.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24022.376953 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -24022.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24022.376953 Penalty: 1831.306519
	Iteration 8F: 3 clusters Score -24022.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 23 contains 101 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21136 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
Score: -59794004.000000 Penalty: 61624.625000
Splitting cluster 20 changes total score from -59794120.000000 to -59794004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -299869.625000 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -299869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -297573.281250 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -297573.3 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -298095.906250 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -298095.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -298201.125000 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -298201.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -298264.281250 Penalty: 2522.428711
	Iteration 3Q: 3 clusters Score -298264.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -298306.156250 Penalty: 2522.428711
	Iteration 4Q: 3 clusters Score -298306.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -298334.187500 Penalty: 2522.428711
	Iteration 5Q: 3 clusters Score -298334.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -298351.187500 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -298351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -298369.156250 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -298369.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -298383.312500 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -298383.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -298391.468750 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -298391.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -298397.375000 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -298397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -298401.562500 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -298401.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -298403.437500 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -298403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -298406.000000 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -298406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -298408.000000 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -298408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -298409.343750 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -298409.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -298412.031250 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -298412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -298416.531250 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -298416.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -298422.937500 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -298422.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -298429.187500 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -298429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -298434.250000 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -298434.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -298440.593750 Penalty: 2522.428711
	Iteration 21Q: 3 clusters Score -298440.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -298446.625000 Penalty: 2522.428711
	Iteration 22Q: 3 clusters Score -298446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -298452.531250 Penalty: 2522.428711
	Iteration 23Q: 3 clusters Score -298452.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -298456.156250 Penalty: 2522.428711
	Iteration 24Q: 3 clusters Score -298456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -298459.531250 Penalty: 2522.428711
	Iteration 25Q: 3 clusters Score -298459.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -298460.156250 Penalty: 2522.428711
	Iteration 26Q: 3 clusters Score -298460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -298461.875000 Penalty: 2522.428711
	Iteration 27Q: 3 clusters Score -298461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298463.375000 Penalty: 2522.428711
	Iteration 28Q: 3 clusters Score -298463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298464.968750 Penalty: 2522.428711
	Iteration 29Q: 3 clusters Score -298465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -298466.375000 Penalty: 2522.428711
	Iteration 30Q: 3 clusters Score -298466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -298466.343750 Penalty: 2522.428711
	Iteration 31Q: 3 clusters Score -298466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -298466.906250 Penalty: 2522.428711
	Iteration 32Q: 3 clusters Score -298466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -298466.687500 Penalty: 2522.428711
	Iteration 33Q: 3 clusters Score -298466.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -298466.687500 Penalty: 2522.428711
	Iteration 34F: 3 clusters Score -298466.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Entering Unmasked Estep 
Score: -1624137.250000 Penalty: 1537.857910
	Iteration 0F: 2 clusters Score -1624137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1615228.125000 Penalty: 3075.715820
	Iteration 0F: 3 clusters Score -1615228 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1618247.625000 Penalty: 3075.715820
	Iteration 1F: 3 clusters Score -1618248 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1618652.000000 Penalty: 3075.715820
	Iteration 2F: 3 clusters Score -1618652 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1619085.125000 Penalty: 3075.715820
	Iteration 3F: 3 clusters Score -1619085 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1619597.375000 Penalty: 3075.715820
	Iteration 4F: 3 clusters Score -1619597 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1620086.375000 Penalty: 3075.715820
	Iteration 5F: 3 clusters Score -1620086 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1620570.625000 Penalty: 3075.715820
	Iteration 6F: 3 clusters Score -1620571 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1621056.250000 Penalty: 3075.715820
	Iteration 7F: 3 clusters Score -1621056 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1621476.250000 Penalty: 3075.715820
	Iteration 8F: 3 clusters Score -1621476 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1621802.875000 Penalty: 3075.715820
	Iteration 9Q: 3 clusters Score -1621803 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1622083.875000 Penalty: 3075.715820
	Iteration 10Q: 3 clusters Score -1622084 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1622352.875000 Penalty: 3075.715820
	Iteration 11Q: 3 clusters Score -1622353 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1622562.875000 Penalty: 3075.715820
	Iteration 12Q: 3 clusters Score -1622563 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1622769.125000 Penalty: 3075.715820
	Iteration 13Q: 3 clusters Score -1622769 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1622926.875000 Penalty: 3075.715820
	Iteration 14Q: 3 clusters Score -1622927 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1623043.625000 Penalty: 3075.715820
	Iteration 15Q: 3 clusters Score -1623044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1623111.500000 Penalty: 3075.715820
	Iteration 16Q: 3 clusters Score -1623112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1623166.250000 Penalty: 3075.715820
	Iteration 17Q: 3 clusters Score -1623166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1623205.375000 Penalty: 3075.715820
	Iteration 18Q: 3 clusters Score -1623205 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1623233.875000 Penalty: 3075.715820
	Iteration 19Q: 3 clusters Score -1623234 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1623256.500000 Penalty: 3075.715820
	Iteration 20F: 3 clusters Score -1623256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1623281.125000 Penalty: 3075.715820
	Iteration 21Q: 3 clusters Score -1623281 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1623295.750000 Penalty: 3075.715820
	Iteration 22Q: 3 clusters Score -1623296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1623310.750000 Penalty: 3075.715820
	Iteration 23Q: 3 clusters Score -1623311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1623326.750000 Penalty: 3075.715820
	Iteration 24Q: 3 clusters Score -1623327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1623333.000000 Penalty: 3075.715820
	Iteration 25Q: 3 clusters Score -1623333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1623346.625000 Penalty: 3075.715820
	Iteration 26Q: 3 clusters Score -1623347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1623350.875000 Penalty: 3075.715820
	Iteration 27Q: 3 clusters Score -1623351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1623355.375000 Penalty: 3075.715820
	Iteration 28Q: 3 clusters Score -1623355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1623365.250000 Penalty: 3075.715820
	Iteration 29Q: 3 clusters Score -1623365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1623377.375000 Penalty: 3075.715820
	Iteration 30Q: 3 clusters Score -1623377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1623389.625000 Penalty: 3075.715820
	Iteration 31Q: 3 clusters Score -1623390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1623403.875000 Penalty: 3075.715820
	Iteration 32Q: 3 clusters Score -1623404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1623407.500000 Penalty: 3075.715820
	Iteration 33Q: 3 clusters Score -1623408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1623411.125000 Penalty: 3075.715820
	Iteration 34Q: 3 clusters Score -1623411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1623414.375000 Penalty: 3075.715820
	Iteration 35Q: 3 clusters Score -1623414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1623421.875000 Penalty: 3075.715820
	Iteration 36Q: 3 clusters Score -1623422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1623426.250000 Penalty: 3075.715820
	Iteration 37Q: 3 clusters Score -1623426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1623428.750000 Penalty: 3075.715820
	Iteration 38Q: 3 clusters Score -1623429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1623434.125000 Penalty: 3075.715820
	Iteration 39Q: 3 clusters Score -1623434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1623435.375000 Penalty: 3075.715820
	Iteration 40F: 3 clusters Score -1623435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1623439.000000 Penalty: 3075.715820
	Iteration 41Q: 3 clusters Score -1623439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1623441.500000 Penalty: 3075.715820
	Iteration 42Q: 3 clusters Score -1623442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1623443.250000 Penalty: 3075.715820
	Iteration 43Q: 3 clusters Score -1623443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1623453.500000 Penalty: 3075.715820
	Iteration 44Q: 3 clusters Score -1623454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1623452.875000 Penalty: 3075.715820
	Iteration 45Q: 3 clusters Score -1623453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1623453.500000 Penalty: 3075.715820
	Iteration 46Q: 3 clusters Score -1623454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1623456.375000 Penalty: 3075.715820
	Iteration 47Q: 3 clusters Score -1623456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1623458.000000 Penalty: 3075.715820
	Iteration 48Q: 3 clusters Score -1623458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1623457.625000 Penalty: 3075.715820
	Iteration 49Q: 3 clusters Score -1623458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1623460.875000 Penalty: 3075.715820
	Iteration 50Q: 3 clusters Score -1623461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1623464.750000 Penalty: 3075.715820
	Iteration 51Q: 3 clusters Score -1623465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1623465.375000 Penalty: 3075.715820
	Iteration 52Q: 3 clusters Score -1623465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1623466.375000 Penalty: 3075.715820
	Iteration 53Q: 3 clusters Score -1623466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1623468.250000 Penalty: 3075.715820
	Iteration 54Q: 3 clusters Score -1623468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1623469.875000 Penalty: 3075.715820
	Iteration 55Q: 3 clusters Score -1623470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1623469.875000 Penalty: 3075.715820
	Iteration 56F: 3 clusters Score -1623470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -671520.062500 Penalty: 1395.341919
	Iteration 0F: 2 clusters Score -671520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -667315.312500 Penalty: 2790.683838
	Iteration 0F: 3 clusters Score -667315.3 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -668554.687500 Penalty: 2790.683838
	Iteration 1F: 3 clusters Score -668554.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -668795.687500 Penalty: 2790.683838
	Iteration 2F: 3 clusters Score -668795.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -669001.812500 Penalty: 2790.683838
	Iteration 3F: 3 clusters Score -669001.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -669201.562500 Penalty: 2790.683838
	Iteration 4F: 3 clusters Score -669201.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -669391.687500 Penalty: 2790.683838
	Iteration 5F: 3 clusters Score -669391.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -669536.375000 Penalty: 2790.683838
	Iteration 6Q: 3 clusters Score -669536.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -669667.062500 Penalty: 2790.683838
	Iteration 7Q: 3 clusters Score -669667.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -669793.625000 Penalty: 2790.683838
	Iteration 8Q: 3 clusters Score -669793.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -669931.125000 Penalty: 2790.683838
	Iteration 9Q: 3 clusters Score -669931.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -670051.625000 Penalty: 2790.683838
	Iteration 10Q: 3 clusters Score -670051.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -670153.187500 Penalty: 2790.683838
	Iteration 11Q: 3 clusters Score -670153.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -670251.500000 Penalty: 2790.683838
	Iteration 12Q: 3 clusters Score -670251.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -670353.062500 Penalty: 2790.683838
	Iteration 13Q: 3 clusters Score -670353.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -670441.437500 Penalty: 2790.683838
	Iteration 14Q: 3 clusters Score -670441.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -670493.375000 Penalty: 2790.683838
	Iteration 15Q: 3 clusters Score -670493.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -670525.625000 Penalty: 2790.683838
	Iteration 16Q: 3 clusters Score -670525.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -670550.687500 Penalty: 2790.683838
	Iteration 17Q: 3 clusters Score -670550.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -670564.625000 Penalty: 2790.683838
	Iteration 18Q: 3 clusters Score -670564.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -670571.437500 Penalty: 2790.683838
	Iteration 19Q: 3 clusters Score -670571.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -670574.562500 Penalty: 2790.683838
	Iteration 20F: 3 clusters Score -670574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -670580.875000 Penalty: 2790.683838
	Iteration 21Q: 3 clusters Score -670580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -670583.312500 Penalty: 2790.683838
	Iteration 22Q: 3 clusters Score -670583.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -670585.750000 Penalty: 2790.683838
	Iteration 23Q: 3 clusters Score -670585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -670586.687500 Penalty: 2790.683838
	Iteration 24Q: 3 clusters Score -670586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -670588.125000 Penalty: 2790.683838
	Iteration 25Q: 3 clusters Score -670588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -670588.437500 Penalty: 2790.683838
	Iteration 26Q: 3 clusters Score -670588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -670587.937500 Penalty: 2790.683838
	Iteration 27Q: 3 clusters Score -670587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -670587.937500 Penalty: 2790.683838
	Iteration 28F: 3 clusters Score -670587.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28054.373047 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -28054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27240.843750 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -27240.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27394.451172 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -27394.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27447.226562 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -27447.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27461.673828 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -27461.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27473.083984 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -27473.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27494.158203 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -27494.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27503.853516 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -27503.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27505.843750 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -27505.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27509.257812 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -27509.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27509.257812 Penalty: 1831.306519
	Iteration 9F: 3 clusters Score -27509.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Entering Unmasked Estep 
Score: -2611174.250000 Penalty: 1618.294067
	Iteration 0F: 2 clusters Score -2611174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2596806.000000 Penalty: 3236.588135
	Iteration 0F: 3 clusters Score -2596806 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2601972.000000 Penalty: 3236.588135
	Iteration 1F: 3 clusters Score -2601972 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2602276.000000 Penalty: 3236.588135
	Iteration 2Q: 3 clusters Score -2602276 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2602550.750000 Penalty: 3236.588135
	Iteration 3Q: 3 clusters Score -2602551 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2602817.500000 Penalty: 3236.588135
	Iteration 4Q: 3 clusters Score -2602818 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2603065.750000 Penalty: 3236.588135
	Iteration 5Q: 3 clusters Score -2603066 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2603321.750000 Penalty: 3236.588135
	Iteration 6Q: 3 clusters Score -2603322 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2603628.250000 Penalty: 3236.588135
	Iteration 7Q: 3 clusters Score -2603628 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2603967.750000 Penalty: 3236.588135
	Iteration 8Q: 3 clusters Score -2603968 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2604370.250000 Penalty: 3236.588135
	Iteration 9Q: 3 clusters Score -2604370 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2604848.250000 Penalty: 3236.588135
	Iteration 10Q: 3 clusters Score -2604848 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2605360.000000 Penalty: 3236.588135
	Iteration 11Q: 3 clusters Score -2605360 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2605905.000000 Penalty: 3236.588135
	Iteration 12Q: 3 clusters Score -2605905 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2606388.250000 Penalty: 3236.588135
	Iteration 13Q: 3 clusters Score -2606388 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2606806.500000 Penalty: 3236.588135
	Iteration 14Q: 3 clusters Score -2606806 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2607088.000000 Penalty: 3236.588135
	Iteration 15Q: 3 clusters Score -2607088 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2607321.000000 Penalty: 3236.588135
	Iteration 16Q: 3 clusters Score -2607321 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2607527.750000 Penalty: 3236.588135
	Iteration 17Q: 3 clusters Score -2607528 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2607734.750000 Penalty: 3236.588135
	Iteration 18Q: 3 clusters Score -2607735 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2607941.250000 Penalty: 3236.588135
	Iteration 19Q: 3 clusters Score -2607941 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2608119.750000 Penalty: 3236.588135
	Iteration 20F: 3 clusters Score -2608120 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2608327.250000 Penalty: 3236.588135
	Iteration 21Q: 3 clusters Score -2608327 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -2608522.250000 Penalty: 3236.588135
	Iteration 22Q: 3 clusters Score -2608522 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2608657.500000 Penalty: 3236.588135
	Iteration 23Q: 3 clusters Score -2608658 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2608793.250000 Penalty: 3236.588135
	Iteration 24Q: 3 clusters Score -2608793 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2608932.250000 Penalty: 3236.588135
	Iteration 25Q: 3 clusters Score -2608932 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2609082.750000 Penalty: 3236.588135
	Iteration 26Q: 3 clusters Score -2609083 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2609199.250000 Penalty: 3236.588135
	Iteration 27Q: 3 clusters Score -2609199 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2609312.000000 Penalty: 3236.588135
	Iteration 28Q: 3 clusters Score -2609312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2609393.500000 Penalty: 3236.588135
	Iteration 29Q: 3 clusters Score -2609394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2609461.000000 Penalty: 3236.588135
	Iteration 30Q: 3 clusters Score -2609461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2609516.250000 Penalty: 3236.588135
	Iteration 31Q: 3 clusters Score -2609516 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2609562.250000 Penalty: 3236.588135
	Iteration 32Q: 3 clusters Score -2609562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2609605.750000 Penalty: 3236.588135
	Iteration 33Q: 3 clusters Score -2609606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2609649.750000 Penalty: 3236.588135
	Iteration 34Q: 3 clusters Score -2609650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2609691.500000 Penalty: 3236.588135
	Iteration 35Q: 3 clusters Score -2609692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2609729.000000 Penalty: 3236.588135
	Iteration 36Q: 3 clusters Score -2609729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2609755.500000 Penalty: 3236.588135
	Iteration 37Q: 3 clusters Score -2609756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2609765.250000 Penalty: 3236.588135
	Iteration 38Q: 3 clusters Score -2609765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2609777.250000 Penalty: 3236.588135
	Iteration 39Q: 3 clusters Score -2609777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2609784.500000 Penalty: 3236.588135
	Iteration 40F: 3 clusters Score -2609784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2609786.000000 Penalty: 3236.588135
	Iteration 41Q: 3 clusters Score -2609786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2609791.500000 Penalty: 3236.588135
	Iteration 42Q: 3 clusters Score -2609792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2609796.250000 Penalty: 3236.588135
	Iteration 43Q: 3 clusters Score -2609796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2609796.500000 Penalty: 3236.588135
	Iteration 44Q: 3 clusters Score -2609796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2609798.500000 Penalty: 3236.588135
	Iteration 45Q: 3 clusters Score -2609798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2609800.750000 Penalty: 3236.588135
	Iteration 46Q: 3 clusters Score -2609801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2609805.750000 Penalty: 3236.588135
	Iteration 47Q: 3 clusters Score -2609806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2609804.250000 Penalty: 3236.588135
	Iteration 48Q: 3 clusters Score -2609804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2609808.250000 Penalty: 3236.588135
	Iteration 49Q: 3 clusters Score -2609808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2609813.250000 Penalty: 3236.588135
	Iteration 50Q: 3 clusters Score -2609813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2609816.000000 Penalty: 3236.588135
	Iteration 51Q: 3 clusters Score -2609816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2609816.750000 Penalty: 3236.588135
	Iteration 52Q: 3 clusters Score -2609817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2609822.750000 Penalty: 3236.588135
	Iteration 53Q: 3 clusters Score -2609823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2609824.000000 Penalty: 3236.588135
	Iteration 54Q: 3 clusters Score -2609824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2609829.250000 Penalty: 3236.588135
	Iteration 55Q: 3 clusters Score -2609829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2609831.500000 Penalty: 3236.588135
	Iteration 56Q: 3 clusters Score -2609832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2609830.250000 Penalty: 3236.588135
	Iteration 57Q: 3 clusters Score -2609830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2609834.500000 Penalty: 3236.588135
	Iteration 58Q: 3 clusters Score -2609834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2609834.500000 Penalty: 3236.588135
	Iteration 59F: 3 clusters Score -2609834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Entering Unmasked Estep 
Score: -6432989.000000 Penalty: 1757.418945
	Iteration 0F: 2 clusters Score -6432989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -6399501.500000 Penalty: 3514.837891
	Iteration 0F: 3 clusters Score -6399502 nChanged 23515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -6412904.500000 Penalty: 3514.837891
	Iteration 1F: 3 clusters Score -6412904 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -6413389.000000 Penalty: 3514.837891
	Iteration 2Q: 3 clusters Score -6413389 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -6413969.500000 Penalty: 3514.837891
	Iteration 3Q: 3 clusters Score -6413970 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -6414804.500000 Penalty: 3514.837891
	Iteration 4Q: 3 clusters Score -6414804 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6416161.500000 Penalty: 3514.837891
	Iteration 5F: 3 clusters Score -6416162 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -6418325.500000 Penalty: 3514.837891
	Iteration 6F: 3 clusters Score -6418326 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -6421402.000000 Penalty: 3514.837891
	Iteration 7F: 3 clusters Score -6421402 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6425007.500000 Penalty: 3514.837891
	Iteration 8F: 3 clusters Score -6425008 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -6428130.000000 Penalty: 3514.837891
	Iteration 9F: 3 clusters Score -6428130 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -6430140.000000 Penalty: 3514.837891
	Iteration 10Q: 3 clusters Score -6430140 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6430924.000000 Penalty: 3514.837891
	Iteration 11Q: 3 clusters Score -6430924 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6431188.000000 Penalty: 3514.837891
	Iteration 12Q: 3 clusters Score -6431188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6431304.500000 Penalty: 3514.837891
	Iteration 13Q: 3 clusters Score -6431304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6431350.000000 Penalty: 3514.837891
	Iteration 14Q: 3 clusters Score -6431350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6431366.500000 Penalty: 3514.837891
	Iteration 15Q: 3 clusters Score -6431366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6431363.500000 Penalty: 3514.837891
	Iteration 16Q: 3 clusters Score -6431364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6431378.000000 Penalty: 3514.837891
	Iteration 17Q: 3 clusters Score -6431378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6431395.500000 Penalty: 3514.837891
	Iteration 18Q: 3 clusters Score -6431396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6431397.500000 Penalty: 3514.837891
	Iteration 19Q: 3 clusters Score -6431398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6431399.500000 Penalty: 3514.837891
	Iteration 20F: 3 clusters Score -6431400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Entering Unmasked Estep 
Score: -3878259.250000 Penalty: 1678.947632
	Iteration 0F: 2 clusters Score -3878259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3857633.000000 Penalty: 3357.895264
	Iteration 0F: 3 clusters Score -3857633 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -3865656.750000 Penalty: 3357.895264
	Iteration 1F: 3 clusters Score -3865657 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3866278.750000 Penalty: 3357.895264
	Iteration 2F: 3 clusters Score -3866279 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3866940.750000 Penalty: 3357.895264
	Iteration 3F: 3 clusters Score -3866941 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3867673.250000 Penalty: 3357.895264
	Iteration 4F: 3 clusters Score -3867673 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -3868480.750000 Penalty: 3357.895264
	Iteration 5F: 3 clusters Score -3868481 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3869507.250000 Penalty: 3357.895264
	Iteration 6F: 3 clusters Score -3869507 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -3870591.250000 Penalty: 3357.895264
	Iteration 7F: 3 clusters Score -3870591 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -3871730.750000 Penalty: 3357.895264
	Iteration 8F: 3 clusters Score -3871731 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3872792.500000 Penalty: 3357.895264
	Iteration 9Q: 3 clusters Score -3872792 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -3873641.750000 Penalty: 3357.895264
	Iteration 10Q: 3 clusters Score -3873642 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3874165.000000 Penalty: 3357.895264
	Iteration 11Q: 3 clusters Score -3874165 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3874484.250000 Penalty: 3357.895264
	Iteration 12Q: 3 clusters Score -3874484 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3874688.000000 Penalty: 3357.895264
	Iteration 13Q: 3 clusters Score -3874688 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3874814.250000 Penalty: 3357.895264
	Iteration 14Q: 3 clusters Score -3874814 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3874962.500000 Penalty: 3357.895264
	Iteration 15Q: 3 clusters Score -3874962 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3875118.250000 Penalty: 3357.895264
	Iteration 16Q: 3 clusters Score -3875118 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3875286.000000 Penalty: 3357.895264
	Iteration 17Q: 3 clusters Score -3875286 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3875436.250000 Penalty: 3357.895264
	Iteration 18Q: 3 clusters Score -3875436 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3875580.750000 Penalty: 3357.895264
	Iteration 19Q: 3 clusters Score -3875581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3875729.250000 Penalty: 3357.895264
	Iteration 20F: 3 clusters Score -3875729 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -3875867.500000 Penalty: 3357.895264
	Iteration 21Q: 3 clusters Score -3875868 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3876005.500000 Penalty: 3357.895264
	Iteration 22Q: 3 clusters Score -3876006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3876158.750000 Penalty: 3357.895264
	Iteration 23Q: 3 clusters Score -3876159 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3876286.500000 Penalty: 3357.895264
	Iteration 24Q: 3 clusters Score -3876286 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3876419.250000 Penalty: 3357.895264
	Iteration 25Q: 3 clusters Score -3876419 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3876530.250000 Penalty: 3357.895264
	Iteration 26Q: 3 clusters Score -3876530 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3876613.500000 Penalty: 3357.895264
	Iteration 27Q: 3 clusters Score -3876614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3876702.000000 Penalty: 3357.895264
	Iteration 28Q: 3 clusters Score -3876702 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3876771.000000 Penalty: 3357.895264
	Iteration 29Q: 3 clusters Score -3876771 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3876810.000000 Penalty: 3357.895264
	Iteration 30Q: 3 clusters Score -3876810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3876842.500000 Penalty: 3357.895264
	Iteration 31Q: 3 clusters Score -3876842 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3876877.250000 Penalty: 3357.895264
	Iteration 32Q: 3 clusters Score -3876877 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3876911.750000 Penalty: 3357.895264
	Iteration 33Q: 3 clusters Score -3876912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3876933.000000 Penalty: 3357.895264
	Iteration 34Q: 3 clusters Score -3876933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3876956.250000 Penalty: 3357.895264
	Iteration 35Q: 3 clusters Score -3876956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3876980.500000 Penalty: 3357.895264
	Iteration 36Q: 3 clusters Score -3876980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3876995.750000 Penalty: 3357.895264
	Iteration 37Q: 3 clusters Score -3876996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3877011.500000 Penalty: 3357.895264
	Iteration 38Q: 3 clusters Score -3877012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3877023.750000 Penalty: 3357.895264
	Iteration 39Q: 3 clusters Score -3877024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3877036.000000 Penalty: 3357.895264
	Iteration 40F: 3 clusters Score -3877036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3877050.750000 Penalty: 3357.895264
	Iteration 41Q: 3 clusters Score -3877051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3877053.000000 Penalty: 3357.895264
	Iteration 42Q: 3 clusters Score -3877053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3877052.500000 Penalty: 3357.895264
	Iteration 43Q: 3 clusters Score -3877052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3877061.500000 Penalty: 3357.895264
	Iteration 44Q: 3 clusters Score -3877062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3877068.750000 Penalty: 3357.895264
	Iteration 45Q: 3 clusters Score -3877069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3877066.500000 Penalty: 3357.895264
	Iteration 46Q: 3 clusters Score -3877066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3877068.750000 Penalty: 3357.895264
	Iteration 47Q: 3 clusters Score -3877069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3877072.250000 Penalty: 3357.895264
	Iteration 48Q: 3 clusters Score -3877072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3877073.750000 Penalty: 3357.895264
	Iteration 49Q: 3 clusters Score -3877074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3877079.250000 Penalty: 3357.895264
	Iteration 50Q: 3 clusters Score -3877079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3877076.000000 Penalty: 3357.895264
	Iteration 51Q: 3 clusters Score -3877076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3877077.000000 Penalty: 3357.895264
	Iteration 52Q: 3 clusters Score -3877077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3877074.500000 Penalty: 3357.895264
	Iteration 53Q: 3 clusters Score -3877074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3877072.750000 Penalty: 3357.895264
	Iteration 54Q: 3 clusters Score -3877073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3877073.250000 Penalty: 3357.895264
	Iteration 55Q: 3 clusters Score -3877073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3877070.250000 Penalty: 3357.895264
	Iteration 56Q: 3 clusters Score -3877070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3877074.250000 Penalty: 3357.895264
	Iteration 57Q: 3 clusters Score -3877074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3877073.500000 Penalty: 3357.895264
	Iteration 58Q: 3 clusters Score -3877074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3877073.750000 Penalty: 3357.895264
	Iteration 59Q: 3 clusters Score -3877074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3877076.000000 Penalty: 3357.895264
	Iteration 60F: 3 clusters Score -3877076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -49670.398438 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -49670.4 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 256 members 
Entering Unmasked Estep 
Score: -48687.871094 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -48687.87 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48888.527344 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -48888.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48970.859375 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -48970.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49005.914062 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -49005.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49023.167969 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -49023.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49039.984375 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -49039.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49060.125000 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -49060.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49063.878906 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -49063.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -49064.296875 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -49064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49068.546875 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -49068.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49073.789062 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -49073.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49076.644531 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -49076.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49077.878906 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -49077.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49077.878906 Penalty: 1999.638184
	Iteration 13F: 3 clusters Score -49077.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21136 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794120.000000 Penalty: 59499.636719
Iteration 279Q: 29 clusters Score -5.979412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -59794140.000000 Penalty: 59499.636719
Iteration 280F: 29 clusters Score -5.979414e+07 nChanged 0
Entering ConstructFrom: 
Score: -59794140.000000 Penalty: 59499.636719
Entering ConstructFrom: 
Trying to split cluster 1 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -306177.875000 Penalty: 1276.840698
	Iteration 0F: 2 clusters Score -306177.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -303692.843750 Penalty: 2553.681396
	Iteration 0F: 3 clusters Score -303692.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -304379.281250 Penalty: 2553.681396
	Iteration 1F: 3 clusters Score -304379.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -304635.093750 Penalty: 2553.681396
	Iteration 2F: 3 clusters Score -304635.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -304860.906250 Penalty: 2553.681396
	Iteration 3F: 3 clusters Score -304860.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -305078.531250 Penalty: 2553.681396
	Iteration 4F: 3 clusters Score -305078.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -305221.000000 Penalty: 2553.681396
	Iteration 5F: 3 clusters Score -305221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -305325.406250 Penalty: 2553.681396
	Iteration 6Q: 3 clusters Score -305325.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -305396.750000 Penalty: 2553.681396
	Iteration 7Q: 3 clusters Score -305396.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -305440.875000 Penalty: 2553.681396
	Iteration 8Q: 3 clusters Score -305440.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305474.250000 Penalty: 2553.681396
	Iteration 9Q: 3 clusters Score -305474.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305497.656250 Penalty: 2553.681396
	Iteration 10Q: 3 clusters Score -305497.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -305517.125000 Penalty: 2553.681396
	Iteration 11Q: 3 clusters Score -305517.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -305528.812500 Penalty: 2553.681396
	Iteration 12Q: 3 clusters Score -305528.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -305541.125000 Penalty: 2553.681396
	Iteration 13Q: 3 clusters Score -305541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -305547.062500 Penalty: 2553.681396
	Iteration 14Q: 3 clusters Score -305547.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -305550.937500 Penalty: 2553.681396
	Iteration 15Q: 3 clusters Score -305550.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -305552.812500 Penalty: 2553.681396
	Iteration 16Q: 3 clusters Score -305552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305555.281250 Penalty: 2553.681396
	Iteration 17Q: 3 clusters Score -305555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -305555.437500 Penalty: 2553.681396
	Iteration 18Q: 3 clusters Score -305555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305556.312500 Penalty: 2553.681396
	Iteration 19Q: 3 clusters Score -305556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305557.000000 Penalty: 2553.681396
	Iteration 20F: 3 clusters Score -305557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -305557.406250 Penalty: 2553.681396
	Iteration 21Q: 3 clusters Score -305557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305557.281250 Penalty: 2553.681396
	Iteration 22Q: 3 clusters Score -305557.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -305557.281250 Penalty: 2553.681396
	Iteration 23F: 3 clusters Score -305557.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -852136.375000 Penalty: 1435.887085
	Iteration 0F: 2 clusters Score -852136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -846955.125000 Penalty: 2871.774170
	Iteration 0F: 3 clusters Score -846955.1 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -848513.937500 Penalty: 2871.774170
	Iteration 1F: 3 clusters Score -848513.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -848741.125000 Penalty: 2871.774170
	Iteration 2F: 3 clusters Score -848741.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -848891.500000 Penalty: 2871.774170
	Iteration 3F: 3 clusters Score -848891.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -849008.375000 Penalty: 2871.774170
	Iteration 4Q: 3 clusters Score -849008.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -849104.937500 Penalty: 2871.774170
	Iteration 5Q: 3 clusters Score -849104.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -849182.375000 Penalty: 2871.774170
	Iteration 6Q: 3 clusters Score -849182.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -849260.375000 Penalty: 2871.774170
	Iteration 7Q: 3 clusters Score -849260.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -849341.750000 Penalty: 2871.774170
	Iteration 8Q: 3 clusters Score -849341.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -849439.375000 Penalty: 2871.774170
	Iteration 9Q: 3 clusters Score -849439.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -849529.437500 Penalty: 2871.774170
	Iteration 10Q: 3 clusters Score -849529.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -849614.937500 Penalty: 2871.774170
	Iteration 11Q: 3 clusters Score -849614.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -849705.625000 Penalty: 2871.774170
	Iteration 12Q: 3 clusters Score -849705.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -849813.000000 Penalty: 2871.774170
	Iteration 13Q: 3 clusters Score -849813 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -849941.375000 Penalty: 2871.774170
	Iteration 14Q: 3 clusters Score -849941.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -850070.562500 Penalty: 2871.774170
	Iteration 15Q: 3 clusters Score -850070.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -850190.687500 Penalty: 2871.774170
	Iteration 16Q: 3 clusters Score -850190.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -850299.437500 Penalty: 2871.774170
	Iteration 17Q: 3 clusters Score -850299.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -850382.812500 Penalty: 2871.774170
	Iteration 18Q: 3 clusters Score -850382.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -850452.437500 Penalty: 2871.774170
	Iteration 19Q: 3 clusters Score -850452.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -850504.750000 Penalty: 2871.774170
	Iteration 20F: 3 clusters Score -850504.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -850555.250000 Penalty: 2871.774170
	Iteration 21Q: 3 clusters Score -850555.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -850600.625000 Penalty: 2871.774170
	Iteration 22Q: 3 clusters Score -850600.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -850635.812500 Penalty: 2871.774170
	Iteration 23Q: 3 clusters Score -850635.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -850665.437500 Penalty: 2871.774170
	Iteration 24Q: 3 clusters Score -850665.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -850695.687500 Penalty: 2871.774170
	Iteration 25Q: 3 clusters Score -850695.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -850723.000000 Penalty: 2871.774170
	Iteration 26Q: 3 clusters Score -850723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -850755.687500 Penalty: 2871.774170
	Iteration 27Q: 3 clusters Score -850755.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -850780.687500 Penalty: 2871.774170
	Iteration 28Q: 3 clusters Score -850780.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -850803.000000 Penalty: 2871.774170
	Iteration 29Q: 3 clusters Score -850803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -850820.375000 Penalty: 2871.774170
	Iteration 30Q: 3 clusters Score -850820.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -850844.250000 Penalty: 2871.774170
	Iteration 31Q: 3 clusters Score -850844.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -850861.187500 Penalty: 2871.774170
	Iteration 32Q: 3 clusters Score -850861.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -850874.250000 Penalty: 2871.774170
	Iteration 33Q: 3 clusters Score -850874.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -850882.812500 Penalty: 2871.774170
	Iteration 34Q: 3 clusters Score -850882.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -850894.187500 Penalty: 2871.774170
	Iteration 35Q: 3 clusters Score -850894.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -850896.750000 Penalty: 2871.774170
	Iteration 36Q: 3 clusters Score -850896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -850899.625000 Penalty: 2871.774170
	Iteration 37Q: 3 clusters Score -850899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -850907.125000 Penalty: 2871.774170
	Iteration 38Q: 3 clusters Score -850907.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -850905.375000 Penalty: 2871.774170
	Iteration 39Q: 3 clusters Score -850905.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -850907.125000 Penalty: 2871.774170
	Iteration 40F: 3 clusters Score -850907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -850909.312500 Penalty: 2871.774170
	Iteration 41Q: 3 clusters Score -850909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -850909.437500 Penalty: 2871.774170
	Iteration 42Q: 3 clusters Score -850909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -850910.937500 Penalty: 2871.774170
	Iteration 43Q: 3 clusters Score -850910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -850911.000000 Penalty: 2871.774170
	Iteration 44Q: 3 clusters Score -850911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -850911.187500 Penalty: 2871.774170
	Iteration 45Q: 3 clusters Score -850911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -850912.812500 Penalty: 2871.774170
	Iteration 46Q: 3 clusters Score -850912.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -850913.562500 Penalty: 2871.774170
	Iteration 47Q: 3 clusters Score -850913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -850913.562500 Penalty: 2871.774170
	Iteration 48F: 3 clusters Score -850913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Entering Unmasked Estep 
Score: -14191574.000000 Penalty: 1885.640991
	Iteration 0F: 2 clusters Score -1.419157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -14123622.000000 Penalty: 3771.281982
	Iteration 0F: 3 clusters Score -1.412362e+07 nChanged 52505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -14154045.000000 Penalty: 3771.281982
	Iteration 1F: 3 clusters Score -1.415404e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -14154900.000000 Penalty: 3771.281982
	Iteration 2Q: 3 clusters Score -1.41549e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -14156333.000000 Penalty: 3771.281982
	Iteration 3Q: 3 clusters Score -1.415633e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51764 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -14158103.000000 Penalty: 3771.281982
	Iteration 4Q: 3 clusters Score -1.41581e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 59439 members 
Entering Unmasked Estep 
Score: -14160476.000000 Penalty: 3771.281982
	Iteration 5F: 3 clusters Score -1.416048e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -14163082.000000 Penalty: 3771.281982
	Iteration 6F: 3 clusters Score -1.416308e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 64026 members 
Entering Unmasked Estep 
Score: -14165684.000000 Penalty: 3771.281982
	Iteration 7F: 3 clusters Score -1.416568e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -14167925.000000 Penalty: 3771.281982
	Iteration 8Q: 3 clusters Score -1.416792e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 69821 members 
Entering Unmasked Estep 
Score: -14170646.000000 Penalty: 3771.281982
	Iteration 9Q: 3 clusters Score -1.417065e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -14173533.000000 Penalty: 3771.281982
	Iteration 10Q: 3 clusters Score -1.417353e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -14177326.000000 Penalty: 3771.281982
	Iteration 11Q: 3 clusters Score -1.417733e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -14181269.000000 Penalty: 3771.281982
	Iteration 12Q: 3 clusters Score -1.418127e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -14183854.000000 Penalty: 3771.281982
	Iteration 13Q: 3 clusters Score -1.418385e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -14185238.000000 Penalty: 3771.281982
	Iteration 14Q: 3 clusters Score -1.418524e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -14186139.000000 Penalty: 3771.281982
	Iteration 15Q: 3 clusters Score -1.418614e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -14186784.000000 Penalty: 3771.281982
	Iteration 16Q: 3 clusters Score -1.418678e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -14187338.000000 Penalty: 3771.281982
	Iteration 17Q: 3 clusters Score -1.418734e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -14187702.000000 Penalty: 3771.281982
	Iteration 18Q: 3 clusters Score -1.41877e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 92580 members 
Entering Unmasked Estep 
Score: -14188029.000000 Penalty: 3771.281982
	Iteration 19Q: 3 clusters Score -1.418803e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -14188378.000000 Penalty: 3771.281982
	Iteration 20F: 3 clusters Score -1.418838e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -14188660.000000 Penalty: 3771.281982
	Iteration 21Q: 3 clusters Score -1.418866e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -14188873.000000 Penalty: 3771.281982
	Iteration 22Q: 3 clusters Score -1.418887e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -14189105.000000 Penalty: 3771.281982
	Iteration 23Q: 3 clusters Score -1.41891e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 97651 members 
Entering Unmasked Estep 
Score: -14189350.000000 Penalty: 3771.281982
	Iteration 24Q: 3 clusters Score -1.418935e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -14189514.000000 Penalty: 3771.281982
	Iteration 25Q: 3 clusters Score -1.418951e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 99297 members 
Entering Unmasked Estep 
Score: -14189712.000000 Penalty: 3771.281982
	Iteration 26Q: 3 clusters Score -1.418971e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -14189930.000000 Penalty: 3771.281982
	Iteration 27Q: 3 clusters Score -1.418993e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -14190057.000000 Penalty: 3771.281982
	Iteration 28Q: 3 clusters Score -1.419006e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -14190162.000000 Penalty: 3771.281982
	Iteration 29Q: 3 clusters Score -1.419016e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -14190214.000000 Penalty: 3771.281982
	Iteration 30Q: 3 clusters Score -1.419021e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 102471 members 
Entering Unmasked Estep 
Score: -14190287.000000 Penalty: 3771.281982
	Iteration 31Q: 3 clusters Score -1.419029e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 102928 members 
Entering Unmasked Estep 
Score: -14190371.000000 Penalty: 3771.281982
	Iteration 32Q: 3 clusters Score -1.419037e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 103315 members 
Entering Unmasked Estep 
Score: -14190364.000000 Penalty: 3771.281982
	Iteration 33Q: 3 clusters Score -1.419036e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 103632 members 
Entering Unmasked Estep 
Score: -14190466.000000 Penalty: 3771.281982
	Iteration 34Q: 3 clusters Score -1.419047e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -14190373.000000 Penalty: 3771.281982
	Iteration 35Q: 3 clusters Score -1.419037e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -14190333.000000 Penalty: 3771.281982
	Iteration 36Q: 3 clusters Score -1.419033e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -14190391.000000 Penalty: 3771.281982
	Iteration 37Q: 3 clusters Score -1.419039e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -14190460.000000 Penalty: 3771.281982
	Iteration 38Q: 3 clusters Score -1.419046e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 104622 members 
Entering Unmasked Estep 
Score: -14190481.000000 Penalty: 3771.281982
	Iteration 39Q: 3 clusters Score -1.419048e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 104747 members 
Entering Unmasked Estep 
Score: -14190531.000000 Penalty: 3771.281982
	Iteration 40F: 3 clusters Score -1.419053e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 104851 members 
Entering Unmasked Estep 
Score: -14190498.000000 Penalty: 3771.281982
	Iteration 41Q: 3 clusters Score -1.41905e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 104937 members 
Entering Unmasked Estep 
Score: -14190505.000000 Penalty: 3771.281982
	Iteration 42Q: 3 clusters Score -1.41905e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 105009 members 
Entering Unmasked Estep 
Score: -14190527.000000 Penalty: 3771.281982
	Iteration 43Q: 3 clusters Score -1.419053e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 105081 members 
Entering Unmasked Estep 
Score: -14190528.000000 Penalty: 3771.281982
	Iteration 44Q: 3 clusters Score -1.419053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -14190508.000000 Penalty: 3771.281982
	Iteration 45Q: 3 clusters Score -1.419051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -14190535.000000 Penalty: 3771.281982
	Iteration 46Q: 3 clusters Score -1.419054e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 105294 members 
Entering Unmasked Estep 
Score: -14190516.000000 Penalty: 3771.281982
	Iteration 47Q: 3 clusters Score -1.419052e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -14190541.000000 Penalty: 3771.281982
	Iteration 48Q: 3 clusters Score -1.419054e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -14190551.000000 Penalty: 3771.281982
	Iteration 49Q: 3 clusters Score -1.419055e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 105516 members 
Entering Unmasked Estep 
Score: -14190549.000000 Penalty: 3771.281982
	Iteration 50Q: 3 clusters Score -1.419055e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 105587 members 
Entering Unmasked Estep 
Score: -14190582.000000 Penalty: 3771.281982
	Iteration 51Q: 3 clusters Score -1.419058e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 105649 members 
Entering Unmasked Estep 
Score: -14190553.000000 Penalty: 3771.281982
	Iteration 52Q: 3 clusters Score -1.419055e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -14190596.000000 Penalty: 3771.281982
	Iteration 53Q: 3 clusters Score -1.41906e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 105751 members 
Entering Unmasked Estep 
Score: -14190603.000000 Penalty: 3771.281982
	Iteration 54Q: 3 clusters Score -1.41906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 105802 members 
Entering Unmasked Estep 
Score: -14190604.000000 Penalty: 3771.281982
	Iteration 55Q: 3 clusters Score -1.41906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 105835 members 
Entering Unmasked Estep 
Score: -14190621.000000 Penalty: 3771.281982
	Iteration 56Q: 3 clusters Score -1.419062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 105863 members 
Entering Unmasked Estep 
Score: -14190629.000000 Penalty: 3771.281982
	Iteration 57Q: 3 clusters Score -1.419063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 105883 members 
Entering Unmasked Estep 
Score: -14190647.000000 Penalty: 3771.281982
	Iteration 58Q: 3 clusters Score -1.419065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 105905 members 
Entering Unmasked Estep 
Score: -14190652.000000 Penalty: 3771.281982
	Iteration 59Q: 3 clusters Score -1.419065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 105922 members 
Entering Unmasked Estep 
Score: -14190657.000000 Penalty: 3771.281982
	Iteration 60F: 3 clusters Score -1.419066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -14190673.000000 Penalty: 3771.281982
	Iteration 61Q: 3 clusters Score -1.419067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 105947 members 
Entering Unmasked Estep 
Score: -14190676.000000 Penalty: 3771.281982
	Iteration 62Q: 3 clusters Score -1.419068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 105957 members 
Entering Unmasked Estep 
Score: -14190671.000000 Penalty: 3771.281982
	Iteration 63Q: 3 clusters Score -1.419067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -14190673.000000 Penalty: 3771.281982
	Iteration 64Q: 3 clusters Score -1.419067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 105978 members 
Entering Unmasked Estep 
Score: -14190675.000000 Penalty: 3771.281982
	Iteration 65Q: 3 clusters Score -1.419068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -14190683.000000 Penalty: 3771.281982
	Iteration 66Q: 3 clusters Score -1.419068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 106003 members 
Entering Unmasked Estep 
Score: -14190672.000000 Penalty: 3771.281982
	Iteration 67Q: 3 clusters Score -1.419067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -14190669.000000 Penalty: 3771.281982
	Iteration 68Q: 3 clusters Score -1.419067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -14190667.000000 Penalty: 3771.281982
	Iteration 69Q: 3 clusters Score -1.419067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -14190658.000000 Penalty: 3771.281982
	Iteration 70Q: 3 clusters Score -1.419066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 106054 members 
Entering Unmasked Estep 
Score: -14190660.000000 Penalty: 3771.281982
	Iteration 71Q: 3 clusters Score -1.419066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -14190662.000000 Penalty: 3771.281982
	Iteration 72Q: 3 clusters Score -1.419066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -14190655.000000 Penalty: 3771.281982
	Iteration 73Q: 3 clusters Score -1.419066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -14190643.000000 Penalty: 3771.281982
	Iteration 74Q: 3 clusters Score -1.419064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 106101 members 
Entering Unmasked Estep 
Score: -14190632.000000 Penalty: 3771.281982
	Iteration 75Q: 3 clusters Score -1.419063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 106111 members 
Entering Unmasked Estep 
Score: -14190613.000000 Penalty: 3771.281982
	Iteration 76Q: 3 clusters Score -1.419061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -14190612.000000 Penalty: 3771.281982
	Iteration 77Q: 3 clusters Score -1.419061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 106135 members 
Entering Unmasked Estep 
Score: -14190624.000000 Penalty: 3771.281982
	Iteration 78Q: 3 clusters Score -1.419062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 106146 members 
Entering Unmasked Estep 
Score: -14190629.000000 Penalty: 3771.281982
	Iteration 79Q: 3 clusters Score -1.419063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -14190635.000000 Penalty: 3771.281982
	Iteration 80F: 3 clusters Score -1.419064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 106154 members 
Entering Unmasked Estep 
Score: -14190631.000000 Penalty: 3771.281982
	Iteration 81Q: 3 clusters Score -1.419063e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 106156 members 
Entering Unmasked Estep 
Score: -14190640.000000 Penalty: 3771.281982
	Iteration 82Q: 3 clusters Score -1.419064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -14190638.000000 Penalty: 3771.281982
	Iteration 83Q: 3 clusters Score -1.419064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -14190638.000000 Penalty: 3771.281982
	Iteration 84F: 3 clusters Score -1.419064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Entering Unmasked Estep 
Score: -1776560.750000 Penalty: 1553.936523
	Iteration 0F: 2 clusters Score -1776561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1766688.250000 Penalty: 3107.873047
	Iteration 0F: 3 clusters Score -1766688 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1770278.625000 Penalty: 3107.873047
	Iteration 1F: 3 clusters Score -1770279 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1770650.375000 Penalty: 3107.873047
	Iteration 2F: 3 clusters Score -1770650 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1770967.625000 Penalty: 3107.873047
	Iteration 3Q: 3 clusters Score -1770968 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1771296.375000 Penalty: 3107.873047
	Iteration 4Q: 3 clusters Score -1771296 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1771693.875000 Penalty: 3107.873047
	Iteration 5Q: 3 clusters Score -1771694 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1772176.750000 Penalty: 3107.873047
	Iteration 6F: 3 clusters Score -1772177 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1772716.375000 Penalty: 3107.873047
	Iteration 7F: 3 clusters Score -1772716 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1773286.000000 Penalty: 3107.873047
	Iteration 8Q: 3 clusters Score -1773286 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1773761.375000 Penalty: 3107.873047
	Iteration 9Q: 3 clusters Score -1773761 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1774176.875000 Penalty: 3107.873047
	Iteration 10Q: 3 clusters Score -1774177 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1774491.500000 Penalty: 3107.873047
	Iteration 11Q: 3 clusters Score -1774492 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1774690.250000 Penalty: 3107.873047
	Iteration 12Q: 3 clusters Score -1774690 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1774807.500000 Penalty: 3107.873047
	Iteration 13Q: 3 clusters Score -1774808 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1774885.250000 Penalty: 3107.873047
	Iteration 14Q: 3 clusters Score -1774885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1774928.250000 Penalty: 3107.873047
	Iteration 15Q: 3 clusters Score -1774928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -1774965.000000 Penalty: 3107.873047
	Iteration 16Q: 3 clusters Score -1774965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1775000.000000 Penalty: 3107.873047
	Iteration 17Q: 3 clusters Score -1775000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1775031.000000 Penalty: 3107.873047
	Iteration 18Q: 3 clusters Score -1775031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1775063.250000 Penalty: 3107.873047
	Iteration 19Q: 3 clusters Score -1775063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1775085.500000 Penalty: 3107.873047
	Iteration 20F: 3 clusters Score -1775086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1775108.500000 Penalty: 3107.873047
	Iteration 21Q: 3 clusters Score -1775108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -1775128.625000 Penalty: 3107.873047
	Iteration 22Q: 3 clusters Score -1775129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1775148.875000 Penalty: 3107.873047
	Iteration 23Q: 3 clusters Score -1775149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1775156.625000 Penalty: 3107.873047
	Iteration 24Q: 3 clusters Score -1775157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1775172.375000 Penalty: 3107.873047
	Iteration 25Q: 3 clusters Score -1775172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1775184.375000 Penalty: 3107.873047
	Iteration 26Q: 3 clusters Score -1775184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1775191.625000 Penalty: 3107.873047
	Iteration 27Q: 3 clusters Score -1775192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1775196.125000 Penalty: 3107.873047
	Iteration 28Q: 3 clusters Score -1775196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1775203.375000 Penalty: 3107.873047
	Iteration 29Q: 3 clusters Score -1775203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1775211.750000 Penalty: 3107.873047
	Iteration 30Q: 3 clusters Score -1775212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1775221.375000 Penalty: 3107.873047
	Iteration 31Q: 3 clusters Score -1775221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1775225.000000 Penalty: 3107.873047
	Iteration 32Q: 3 clusters Score -1775225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1775228.500000 Penalty: 3107.873047
	Iteration 33Q: 3 clusters Score -1775228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1775229.250000 Penalty: 3107.873047
	Iteration 34Q: 3 clusters Score -1775229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -1775231.500000 Penalty: 3107.873047
	Iteration 35Q: 3 clusters Score -1775232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1775232.500000 Penalty: 3107.873047
	Iteration 36Q: 3 clusters Score -1775232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -1775232.875000 Penalty: 3107.873047
	Iteration 37Q: 3 clusters Score -1775233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1775236.750000 Penalty: 3107.873047
	Iteration 38Q: 3 clusters Score -1775237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1775238.250000 Penalty: 3107.873047
	Iteration 39Q: 3 clusters Score -1775238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1775240.750000 Penalty: 3107.873047
	Iteration 40F: 3 clusters Score -1775241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Entering Unmasked Estep 
Score: -946288.437500 Penalty: 1449.563232
	Iteration 0F: 2 clusters Score -946288.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -940728.000000 Penalty: 2899.126465
	Iteration 0F: 3 clusters Score -940728 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -942406.187500 Penalty: 2899.126465
	Iteration 1F: 3 clusters Score -942406.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -942667.250000 Penalty: 2899.126465
	Iteration 2F: 3 clusters Score -942667.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -942934.187500 Penalty: 2899.126465
	Iteration 3F: 3 clusters Score -942934.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -943238.625000 Penalty: 2899.126465
	Iteration 4F: 3 clusters Score -943238.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -943556.562500 Penalty: 2899.126465
	Iteration 5F: 3 clusters Score -943556.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -943887.625000 Penalty: 2899.126465
	Iteration 6F: 3 clusters Score -943887.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -944179.437500 Penalty: 2899.126465
	Iteration 7Q: 3 clusters Score -944179.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -944431.062500 Penalty: 2899.126465
	Iteration 8Q: 3 clusters Score -944431.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -944612.937500 Penalty: 2899.126465
	Iteration 9Q: 3 clusters Score -944612.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -944743.625000 Penalty: 2899.126465
	Iteration 10Q: 3 clusters Score -944743.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -944854.812500 Penalty: 2899.126465
	Iteration 11Q: 3 clusters Score -944854.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -944944.312500 Penalty: 2899.126465
	Iteration 12Q: 3 clusters Score -944944.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -945012.500000 Penalty: 2899.126465
	Iteration 13Q: 3 clusters Score -945012.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -945047.375000 Penalty: 2899.126465
	Iteration 14Q: 3 clusters Score -945047.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -945070.125000 Penalty: 2899.126465
	Iteration 15Q: 3 clusters Score -945070.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -945079.937500 Penalty: 2899.126465
	Iteration 16Q: 3 clusters Score -945079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -945084.250000 Penalty: 2899.126465
	Iteration 17Q: 3 clusters Score -945084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -945087.687500 Penalty: 2899.126465
	Iteration 18Q: 3 clusters Score -945087.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -945091.062500 Penalty: 2899.126465
	Iteration 19Q: 3 clusters Score -945091.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -945095.500000 Penalty: 2899.126465
	Iteration 20F: 3 clusters Score -945095.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -945103.562500 Penalty: 2899.126465
	Iteration 21Q: 3 clusters Score -945103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -945108.812500 Penalty: 2899.126465
	Iteration 22Q: 3 clusters Score -945108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -945118.312500 Penalty: 2899.126465
	Iteration 23Q: 3 clusters Score -945118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -945123.062500 Penalty: 2899.126465
	Iteration 24Q: 3 clusters Score -945123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -945126.812500 Penalty: 2899.126465
	Iteration 25Q: 3 clusters Score -945126.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -945127.500000 Penalty: 2899.126465
	Iteration 26Q: 3 clusters Score -945127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -945130.437500 Penalty: 2899.126465
	Iteration 27Q: 3 clusters Score -945130.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -945130.437500 Penalty: 2899.126465
	Iteration 28F: 3 clusters Score -945130.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -29224.835938 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -29224.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28418.361328 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -28418.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28469.048828 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -28469.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28499.240234 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -28499.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28515.517578 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -28515.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28515.517578 Penalty: 1783.904785
	Iteration 4F: 3 clusters Score -28515.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -9157.213867 Penalty: 839.277710
	Iteration 0F: 2 clusters Score -9157.214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8640.840820 Penalty: 1678.555420
	Iteration 0F: 3 clusters Score -8640.841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8835.204102 Penalty: 1678.555420
	Iteration 1F: 3 clusters Score -8835.204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8860.027344 Penalty: 1678.555420
	Iteration 2Q: 3 clusters Score -8860.027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8904.445312 Penalty: 1678.555420
	Iteration 3Q: 3 clusters Score -8904.445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8933.343750 Penalty: 1678.555420
	Iteration 4Q: 3 clusters Score -8933.344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8940.330078 Penalty: 1678.555420
	Iteration 5Q: 3 clusters Score -8940.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8940.330078 Penalty: 1678.555420
	Iteration 6F: 3 clusters Score -8940.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Entering Unmasked Estep 
Score: -851354.437500 Penalty: 1433.651367
	Iteration 0F: 2 clusters Score -851354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -846270.125000 Penalty: 2867.302734
	Iteration 0F: 3 clusters Score -846270.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -848045.812500 Penalty: 2867.302734
	Iteration 1F: 3 clusters Score -848045.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -848282.250000 Penalty: 2867.302734
	Iteration 2F: 3 clusters Score -848282.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -848465.750000 Penalty: 2867.302734
	Iteration 3F: 3 clusters Score -848465.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -848636.375000 Penalty: 2867.302734
	Iteration 4Q: 3 clusters Score -848636.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -848820.312500 Penalty: 2867.302734
	Iteration 5Q: 3 clusters Score -848820.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -848994.375000 Penalty: 2867.302734
	Iteration 6Q: 3 clusters Score -848994.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -849175.437500 Penalty: 2867.302734
	Iteration 7Q: 3 clusters Score -849175.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -849370.187500 Penalty: 2867.302734
	Iteration 8Q: 3 clusters Score -849370.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -849579.750000 Penalty: 2867.302734
	Iteration 9Q: 3 clusters Score -849579.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -849758.000000 Penalty: 2867.302734
	Iteration 10Q: 3 clusters Score -849758 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -849944.812500 Penalty: 2867.302734
	Iteration 11Q: 3 clusters Score -849944.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -850149.375000 Penalty: 2867.302734
	Iteration 12Q: 3 clusters Score -850149.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -850344.812500 Penalty: 2867.302734
	Iteration 13Q: 3 clusters Score -850344.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -850482.375000 Penalty: 2867.302734
	Iteration 14Q: 3 clusters Score -850482.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -850574.062500 Penalty: 2867.302734
	Iteration 15Q: 3 clusters Score -850574.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -850626.687500 Penalty: 2867.302734
	Iteration 16Q: 3 clusters Score -850626.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -850653.250000 Penalty: 2867.302734
	Iteration 17Q: 3 clusters Score -850653.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -850681.437500 Penalty: 2867.302734
	Iteration 18Q: 3 clusters Score -850681.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -850699.687500 Penalty: 2867.302734
	Iteration 19Q: 3 clusters Score -850699.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -850711.375000 Penalty: 2867.302734
	Iteration 20F: 3 clusters Score -850711.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -850728.500000 Penalty: 2867.302734
	Iteration 21Q: 3 clusters Score -850728.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -850749.000000 Penalty: 2867.302734
	Iteration 22Q: 3 clusters Score -850749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -850765.250000 Penalty: 2867.302734
	Iteration 23Q: 3 clusters Score -850765.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -850778.125000 Penalty: 2867.302734
	Iteration 24Q: 3 clusters Score -850778.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -850786.500000 Penalty: 2867.302734
	Iteration 25Q: 3 clusters Score -850786.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -850791.562500 Penalty: 2867.302734
	Iteration 26Q: 3 clusters Score -850791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -850793.312500 Penalty: 2867.302734
	Iteration 27Q: 3 clusters Score -850793.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -850794.375000 Penalty: 2867.302734
	Iteration 28Q: 3 clusters Score -850794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -850798.687500 Penalty: 2867.302734
	Iteration 29Q: 3 clusters Score -850798.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -850799.562500 Penalty: 2867.302734
	Iteration 30Q: 3 clusters Score -850799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -850799.250000 Penalty: 2867.302734
	Iteration 31Q: 3 clusters Score -850799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -850800.500000 Penalty: 2867.302734
	Iteration 32Q: 3 clusters Score -850800.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -850800.500000 Penalty: 2867.302734
	Iteration 33Q: 3 clusters Score -850800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -850803.437500 Penalty: 2867.302734
	Iteration 34Q: 3 clusters Score -850803.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -850804.437500 Penalty: 2867.302734
	Iteration 35Q: 3 clusters Score -850804.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -850805.562500 Penalty: 2867.302734
	Iteration 36Q: 3 clusters Score -850805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -850806.437500 Penalty: 2867.302734
	Iteration 37Q: 3 clusters Score -850806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -850809.000000 Penalty: 2867.302734
	Iteration 38Q: 3 clusters Score -850809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -850808.625000 Penalty: 2867.302734
	Iteration 39Q: 3 clusters Score -850808.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -850808.125000 Penalty: 2867.302734
	Iteration 40F: 3 clusters Score -850808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -850807.125000 Penalty: 2867.302734
	Iteration 41Q: 3 clusters Score -850807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -850808.375000 Penalty: 2867.302734
	Iteration 42Q: 3 clusters Score -850808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -850808.187500 Penalty: 2867.302734
	Iteration 43Q: 3 clusters Score -850808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -850808.500000 Penalty: 2867.302734
	Iteration 44Q: 3 clusters Score -850808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -850808.000000 Penalty: 2867.302734
	Iteration 45Q: 3 clusters Score -850808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -850807.187500 Penalty: 2867.302734
	Iteration 46Q: 3 clusters Score -850807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -850808.562500 Penalty: 2867.302734
	Iteration 47Q: 3 clusters Score -850808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -850809.437500 Penalty: 2867.302734
	Iteration 48Q: 3 clusters Score -850809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -850807.937500 Penalty: 2867.302734
	Iteration 49Q: 3 clusters Score -850807.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -850809.375000 Penalty: 2867.302734
	Iteration 50Q: 3 clusters Score -850809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -850809.125000 Penalty: 2867.302734
	Iteration 51Q: 3 clusters Score -850809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -850809.125000 Penalty: 2867.302734
	Iteration 52F: 3 clusters Score -850809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Entering Unmasked Estep 
Score: -7027309.000000 Penalty: 1772.203003
	Iteration 0F: 2 clusters Score -7027309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -6990916.000000 Penalty: 3544.406006
	Iteration 0F: 3 clusters Score -6990916 nChanged 25657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -7005618.500000 Penalty: 3544.406006
	Iteration 1F: 3 clusters Score -7005618 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -7006463.000000 Penalty: 3544.406006
	Iteration 2Q: 3 clusters Score -7006463 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -7007657.000000 Penalty: 3544.406006
	Iteration 3Q: 3 clusters Score -7007657 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7009601.000000 Penalty: 3544.406006
	Iteration 4F: 3 clusters Score -7009601 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -7012403.000000 Penalty: 3544.406006
	Iteration 5F: 3 clusters Score -7012403 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -7015870.500000 Penalty: 3544.406006
	Iteration 6F: 3 clusters Score -7015870 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -7019168.000000 Penalty: 3544.406006
	Iteration 7F: 3 clusters Score -7019168 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -7021566.000000 Penalty: 3544.406006
	Iteration 8Q: 3 clusters Score -7021566 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -7022985.500000 Penalty: 3544.406006
	Iteration 9Q: 3 clusters Score -7022986 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -7023874.500000 Penalty: 3544.406006
	Iteration 10Q: 3 clusters Score -7023874 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -7024516.000000 Penalty: 3544.406006
	Iteration 11Q: 3 clusters Score -7024516 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -7024937.000000 Penalty: 3544.406006
	Iteration 12Q: 3 clusters Score -7024937 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -7025225.500000 Penalty: 3544.406006
	Iteration 13Q: 3 clusters Score -7025226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -7025386.500000 Penalty: 3544.406006
	Iteration 14Q: 3 clusters Score -7025386 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -7025509.000000 Penalty: 3544.406006
	Iteration 15Q: 3 clusters Score -7025509 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -7025577.000000 Penalty: 3544.406006
	Iteration 16Q: 3 clusters Score -7025577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -7025638.000000 Penalty: 3544.406006
	Iteration 17Q: 3 clusters Score -7025638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -7025669.500000 Penalty: 3544.406006
	Iteration 18Q: 3 clusters Score -7025670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7025687.500000 Penalty: 3544.406006
	Iteration 19Q: 3 clusters Score -7025688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -7025704.500000 Penalty: 3544.406006
	Iteration 20F: 3 clusters Score -7025704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -7025716.500000 Penalty: 3544.406006
	Iteration 21Q: 3 clusters Score -7025716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -7025729.000000 Penalty: 3544.406006
	Iteration 22Q: 3 clusters Score -7025729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -7025744.000000 Penalty: 3544.406006
	Iteration 23Q: 3 clusters Score -7025744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -7025758.500000 Penalty: 3544.406006
	Iteration 24Q: 3 clusters Score -7025758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7025763.000000 Penalty: 3544.406006
	Iteration 25Q: 3 clusters Score -7025763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -7025774.500000 Penalty: 3544.406006
	Iteration 26Q: 3 clusters Score -7025774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -7025785.000000 Penalty: 3544.406006
	Iteration 27Q: 3 clusters Score -7025785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -7025788.000000 Penalty: 3544.406006
	Iteration 28Q: 3 clusters Score -7025788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -7025790.500000 Penalty: 3544.406006
	Iteration 29Q: 3 clusters Score -7025790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -7025803.000000 Penalty: 3544.406006
	Iteration 30Q: 3 clusters Score -7025803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 54110 members 
Entering Unmasked Estep 
Score: -7025809.500000 Penalty: 3544.406006
	Iteration 31Q: 3 clusters Score -7025810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -7025815.500000 Penalty: 3544.406006
	Iteration 32Q: 3 clusters Score -7025816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7025819.000000 Penalty: 3544.406006
	Iteration 33Q: 3 clusters Score -7025819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7025821.500000 Penalty: 3544.406006
	Iteration 34Q: 3 clusters Score -7025822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -7025821.500000 Penalty: 3544.406006
	Iteration 35F: 3 clusters Score -7025822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -77475.414062 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -77475.41 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 390 members 
Entering Unmasked Estep 
Score: -76307.023438 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -76307.02 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -76871.171875 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -76871.17 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77070.742188 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -77070.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77180.859375 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -77180.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77244.625000 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -77244.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77320.710938 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -77320.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77377.515625 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -77377.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77419.468750 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -77419.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77467.343750 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -77467.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77518.125000 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -77518.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77542.679688 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -77542.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77553.421875 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -77553.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77562.382812 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -77562.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77589.054688 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -77589.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -77604.062500 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -77604.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77609.960938 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -77609.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77610.914062 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -77610.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77611.343750 Penalty: 2152.821289
	Iteration 17Q: 3 clusters Score -77611.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77613.234375 Penalty: 2152.821289
	Iteration 18Q: 3 clusters Score -77613.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -77614.476562 Penalty: 2152.821289
	Iteration 19Q: 3 clusters Score -77614.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77620.289062 Penalty: 2152.821289
	Iteration 20F: 3 clusters Score -77620.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 344 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
Score: -59793280.000000 Penalty: 61624.625000
Splitting cluster 10 changes total score from -59794140.000000 to -59793280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -386233.687500 Penalty: 1314.191528
	Iteration 0F: 2 clusters Score -386233.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -383360.437500 Penalty: 2628.383057
	Iteration 0F: 3 clusters Score -383360.4 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -384132.906250 Penalty: 2628.383057
	Iteration 1F: 3 clusters Score -384132.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -384354.812500 Penalty: 2628.383057
	Iteration 2F: 3 clusters Score -384354.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -384524.875000 Penalty: 2628.383057
	Iteration 3F: 3 clusters Score -384524.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -384663.468750 Penalty: 2628.383057
	Iteration 4F: 3 clusters Score -384663.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -384821.968750 Penalty: 2628.383057
	Iteration 5F: 3 clusters Score -384822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -384971.812500 Penalty: 2628.383057
	Iteration 6Q: 3 clusters Score -384971.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -385108.312500 Penalty: 2628.383057
	Iteration 7Q: 3 clusters Score -385108.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -385218.375000 Penalty: 2628.383057
	Iteration 8Q: 3 clusters Score -385218.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -385290.968750 Penalty: 2628.383057
	Iteration 9Q: 3 clusters Score -385291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -385341.500000 Penalty: 2628.383057
	Iteration 10Q: 3 clusters Score -385341.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -385365.062500 Penalty: 2628.383057
	Iteration 11Q: 3 clusters Score -385365.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -385387.468750 Penalty: 2628.383057
	Iteration 12Q: 3 clusters Score -385387.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -385399.625000 Penalty: 2628.383057
	Iteration 13Q: 3 clusters Score -385399.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -385411.656250 Penalty: 2628.383057
	Iteration 14Q: 3 clusters Score -385411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -385422.343750 Penalty: 2628.383057
	Iteration 15Q: 3 clusters Score -385422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -385429.343750 Penalty: 2628.383057
	Iteration 16Q: 3 clusters Score -385429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -385432.968750 Penalty: 2628.383057
	Iteration 17Q: 3 clusters Score -385433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -385436.093750 Penalty: 2628.383057
	Iteration 18Q: 3 clusters Score -385436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -385438.937500 Penalty: 2628.383057
	Iteration 19Q: 3 clusters Score -385438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -385438.812500 Penalty: 2628.383057
	Iteration 20F: 3 clusters Score -385438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -385438.562500 Penalty: 2628.383057
	Iteration 21Q: 3 clusters Score -385438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -385439.000000 Penalty: 2628.383057
	Iteration 22Q: 3 clusters Score -385439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -385440.468750 Penalty: 2628.383057
	Iteration 23Q: 3 clusters Score -385440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -385440.468750 Penalty: 2628.383057
	Iteration 24F: 3 clusters Score -385440.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Entering Unmasked Estep 
Score: -2151016.250000 Penalty: 1579.018555
	Iteration 0F: 2 clusters Score -2151016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2139538.250000 Penalty: 3158.037109
	Iteration 0F: 3 clusters Score -2139538 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2143547.500000 Penalty: 3158.037109
	Iteration 1F: 3 clusters Score -2143548 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2143837.750000 Penalty: 3158.037109
	Iteration 2Q: 3 clusters Score -2143838 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2144125.000000 Penalty: 3158.037109
	Iteration 3Q: 3 clusters Score -2144125 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2144379.000000 Penalty: 3158.037109
	Iteration 4Q: 3 clusters Score -2144379 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2144645.000000 Penalty: 3158.037109
	Iteration 5Q: 3 clusters Score -2144645 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2144957.500000 Penalty: 3158.037109
	Iteration 6Q: 3 clusters Score -2144958 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2145287.750000 Penalty: 3158.037109
	Iteration 7Q: 3 clusters Score -2145288 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2145630.250000 Penalty: 3158.037109
	Iteration 8Q: 3 clusters Score -2145630 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2146001.750000 Penalty: 3158.037109
	Iteration 9Q: 3 clusters Score -2146002 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2146434.250000 Penalty: 3158.037109
	Iteration 10Q: 3 clusters Score -2146434 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2146921.250000 Penalty: 3158.037109
	Iteration 11Q: 3 clusters Score -2146921 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2147424.500000 Penalty: 3158.037109
	Iteration 12Q: 3 clusters Score -2147424 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2147916.750000 Penalty: 3158.037109
	Iteration 13Q: 3 clusters Score -2147917 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2148343.000000 Penalty: 3158.037109
	Iteration 14Q: 3 clusters Score -2148343 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -2148711.250000 Penalty: 3158.037109
	Iteration 15Q: 3 clusters Score -2148711 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2148983.750000 Penalty: 3158.037109
	Iteration 16Q: 3 clusters Score -2148984 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2149161.750000 Penalty: 3158.037109
	Iteration 17Q: 3 clusters Score -2149162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2149297.000000 Penalty: 3158.037109
	Iteration 18Q: 3 clusters Score -2149297 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2149384.000000 Penalty: 3158.037109
	Iteration 19Q: 3 clusters Score -2149384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2149449.000000 Penalty: 3158.037109
	Iteration 20F: 3 clusters Score -2149449 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2149501.750000 Penalty: 3158.037109
	Iteration 21Q: 3 clusters Score -2149502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2149539.500000 Penalty: 3158.037109
	Iteration 22Q: 3 clusters Score -2149540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2149574.750000 Penalty: 3158.037109
	Iteration 23Q: 3 clusters Score -2149575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2149590.750000 Penalty: 3158.037109
	Iteration 24Q: 3 clusters Score -2149591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2149609.000000 Penalty: 3158.037109
	Iteration 25Q: 3 clusters Score -2149609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2149615.000000 Penalty: 3158.037109
	Iteration 26Q: 3 clusters Score -2149615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2149632.500000 Penalty: 3158.037109
	Iteration 27Q: 3 clusters Score -2149632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2149641.500000 Penalty: 3158.037109
	Iteration 28Q: 3 clusters Score -2149642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2149645.500000 Penalty: 3158.037109
	Iteration 29Q: 3 clusters Score -2149646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2149649.000000 Penalty: 3158.037109
	Iteration 30Q: 3 clusters Score -2149649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2149656.750000 Penalty: 3158.037109
	Iteration 31Q: 3 clusters Score -2149657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2149660.250000 Penalty: 3158.037109
	Iteration 32Q: 3 clusters Score -2149660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2149660.750000 Penalty: 3158.037109
	Iteration 33Q: 3 clusters Score -2149661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2149665.750000 Penalty: 3158.037109
	Iteration 34Q: 3 clusters Score -2149666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2149669.250000 Penalty: 3158.037109
	Iteration 35Q: 3 clusters Score -2149669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2149677.250000 Penalty: 3158.037109
	Iteration 36Q: 3 clusters Score -2149677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2149684.750000 Penalty: 3158.037109
	Iteration 37Q: 3 clusters Score -2149685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2149688.500000 Penalty: 3158.037109
	Iteration 38Q: 3 clusters Score -2149688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2149686.750000 Penalty: 3158.037109
	Iteration 39Q: 3 clusters Score -2149687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2149688.250000 Penalty: 3158.037109
	Iteration 40F: 3 clusters Score -2149688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2149687.000000 Penalty: 3158.037109
	Iteration 41Q: 3 clusters Score -2149687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2149688.750000 Penalty: 3158.037109
	Iteration 42Q: 3 clusters Score -2149689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2149689.750000 Penalty: 3158.037109
	Iteration 43Q: 3 clusters Score -2149690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2149691.000000 Penalty: 3158.037109
	Iteration 44Q: 3 clusters Score -2149691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2149693.500000 Penalty: 3158.037109
	Iteration 45Q: 3 clusters Score -2149694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2149695.500000 Penalty: 3158.037109
	Iteration 46Q: 3 clusters Score -2149696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2149692.500000 Penalty: 3158.037109
	Iteration 47Q: 3 clusters Score -2149692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2149696.000000 Penalty: 3158.037109
	Iteration 48Q: 3 clusters Score -2149696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2149696.250000 Penalty: 3158.037109
	Iteration 49Q: 3 clusters Score -2149696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2149696.250000 Penalty: 3158.037109
	Iteration 50F: 3 clusters Score -2149696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Entering Unmasked Estep 
Score: -2162609.500000 Penalty: 1579.624512
	Iteration 0F: 2 clusters Score -2162610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2151222.000000 Penalty: 3159.249023
	Iteration 0F: 3 clusters Score -2151222 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2155249.500000 Penalty: 3159.249023
	Iteration 1F: 3 clusters Score -2155250 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2155499.500000 Penalty: 3159.249023
	Iteration 2Q: 3 clusters Score -2155500 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2155710.250000 Penalty: 3159.249023
	Iteration 3Q: 3 clusters Score -2155710 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2155868.000000 Penalty: 3159.249023
	Iteration 4Q: 3 clusters Score -2155868 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2156027.000000 Penalty: 3159.249023
	Iteration 5Q: 3 clusters Score -2156027 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2156172.750000 Penalty: 3159.249023
	Iteration 6Q: 3 clusters Score -2156173 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2156326.500000 Penalty: 3159.249023
	Iteration 7Q: 3 clusters Score -2156326 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2156472.250000 Penalty: 3159.249023
	Iteration 8Q: 3 clusters Score -2156472 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2156599.250000 Penalty: 3159.249023
	Iteration 9Q: 3 clusters Score -2156599 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2156776.250000 Penalty: 3159.249023
	Iteration 10Q: 3 clusters Score -2156776 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2156989.000000 Penalty: 3159.249023
	Iteration 11Q: 3 clusters Score -2156989 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2157277.000000 Penalty: 3159.249023
	Iteration 12Q: 3 clusters Score -2157277 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2157615.500000 Penalty: 3159.249023
	Iteration 13Q: 3 clusters Score -2157616 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2158052.500000 Penalty: 3159.249023
	Iteration 14Q: 3 clusters Score -2158052 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2158464.000000 Penalty: 3159.249023
	Iteration 15Q: 3 clusters Score -2158464 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2158804.500000 Penalty: 3159.249023
	Iteration 16Q: 3 clusters Score -2158804 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2159073.250000 Penalty: 3159.249023
	Iteration 17Q: 3 clusters Score -2159073 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2159241.000000 Penalty: 3159.249023
	Iteration 18Q: 3 clusters Score -2159241 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2159351.250000 Penalty: 3159.249023
	Iteration 19Q: 3 clusters Score -2159351 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2159442.500000 Penalty: 3159.249023
	Iteration 20F: 3 clusters Score -2159442 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2159534.250000 Penalty: 3159.249023
	Iteration 21Q: 3 clusters Score -2159534 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2159634.000000 Penalty: 3159.249023
	Iteration 22Q: 3 clusters Score -2159634 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -2159725.500000 Penalty: 3159.249023
	Iteration 23Q: 3 clusters Score -2159726 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2159803.250000 Penalty: 3159.249023
	Iteration 24Q: 3 clusters Score -2159803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2159877.750000 Penalty: 3159.249023
	Iteration 25Q: 3 clusters Score -2159878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2159939.750000 Penalty: 3159.249023
	Iteration 26Q: 3 clusters Score -2159940 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2160006.250000 Penalty: 3159.249023
	Iteration 27Q: 3 clusters Score -2160006 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2160072.750000 Penalty: 3159.249023
	Iteration 28Q: 3 clusters Score -2160073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2160139.500000 Penalty: 3159.249023
	Iteration 29Q: 3 clusters Score -2160140 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2160194.000000 Penalty: 3159.249023
	Iteration 30Q: 3 clusters Score -2160194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2160253.250000 Penalty: 3159.249023
	Iteration 31Q: 3 clusters Score -2160253 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2160305.250000 Penalty: 3159.249023
	Iteration 32Q: 3 clusters Score -2160305 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2160354.500000 Penalty: 3159.249023
	Iteration 33Q: 3 clusters Score -2160354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2160402.750000 Penalty: 3159.249023
	Iteration 34Q: 3 clusters Score -2160403 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2160455.250000 Penalty: 3159.249023
	Iteration 35Q: 3 clusters Score -2160455 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2160510.250000 Penalty: 3159.249023
	Iteration 36Q: 3 clusters Score -2160510 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2160554.750000 Penalty: 3159.249023
	Iteration 37Q: 3 clusters Score -2160555 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2160600.750000 Penalty: 3159.249023
	Iteration 38Q: 3 clusters Score -2160601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2160646.250000 Penalty: 3159.249023
	Iteration 39Q: 3 clusters Score -2160646 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2160702.250000 Penalty: 3159.249023
	Iteration 40F: 3 clusters Score -2160702 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2160759.250000 Penalty: 3159.249023
	Iteration 41Q: 3 clusters Score -2160759 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2160808.250000 Penalty: 3159.249023
	Iteration 42Q: 3 clusters Score -2160808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2160845.500000 Penalty: 3159.249023
	Iteration 43Q: 3 clusters Score -2160846 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2160879.000000 Penalty: 3159.249023
	Iteration 44Q: 3 clusters Score -2160879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2160930.250000 Penalty: 3159.249023
	Iteration 45Q: 3 clusters Score -2160930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2160954.750000 Penalty: 3159.249023
	Iteration 46Q: 3 clusters Score -2160955 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2160976.000000 Penalty: 3159.249023
	Iteration 47Q: 3 clusters Score -2160976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2161000.250000 Penalty: 3159.249023
	Iteration 48Q: 3 clusters Score -2161000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2161016.500000 Penalty: 3159.249023
	Iteration 49Q: 3 clusters Score -2161016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2161042.750000 Penalty: 3159.249023
	Iteration 50Q: 3 clusters Score -2161043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2161072.250000 Penalty: 3159.249023
	Iteration 51Q: 3 clusters Score -2161072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2161094.500000 Penalty: 3159.249023
	Iteration 52Q: 3 clusters Score -2161094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2161111.750000 Penalty: 3159.249023
	Iteration 53Q: 3 clusters Score -2161112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2161131.000000 Penalty: 3159.249023
	Iteration 54Q: 3 clusters Score -2161131 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2161150.750000 Penalty: 3159.249023
	Iteration 55Q: 3 clusters Score -2161151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2161170.250000 Penalty: 3159.249023
	Iteration 56Q: 3 clusters Score -2161170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2161182.750000 Penalty: 3159.249023
	Iteration 57Q: 3 clusters Score -2161183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2161194.000000 Penalty: 3159.249023
	Iteration 58Q: 3 clusters Score -2161194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2161204.750000 Penalty: 3159.249023
	Iteration 59Q: 3 clusters Score -2161205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2161210.500000 Penalty: 3159.249023
	Iteration 60F: 3 clusters Score -2161210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2161221.500000 Penalty: 3159.249023
	Iteration 61Q: 3 clusters Score -2161222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2161224.250000 Penalty: 3159.249023
	Iteration 62Q: 3 clusters Score -2161224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2161237.250000 Penalty: 3159.249023
	Iteration 63Q: 3 clusters Score -2161237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2161246.500000 Penalty: 3159.249023
	Iteration 64Q: 3 clusters Score -2161246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2161255.250000 Penalty: 3159.249023
	Iteration 65Q: 3 clusters Score -2161255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2161264.750000 Penalty: 3159.249023
	Iteration 66Q: 3 clusters Score -2161265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2161266.000000 Penalty: 3159.249023
	Iteration 67Q: 3 clusters Score -2161266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2161271.000000 Penalty: 3159.249023
	Iteration 68Q: 3 clusters Score -2161271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2161277.750000 Penalty: 3159.249023
	Iteration 69Q: 3 clusters Score -2161278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2161274.750000 Penalty: 3159.249023
	Iteration 70Q: 3 clusters Score -2161275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2161275.250000 Penalty: 3159.249023
	Iteration 71Q: 3 clusters Score -2161275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2161275.250000 Penalty: 3159.249023
	Iteration 72F: 3 clusters Score -2161275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Entering Unmasked Estep 
Score: -1652976.500000 Penalty: 1535.546143
	Iteration 0F: 2 clusters Score -1652976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1644119.750000 Penalty: 3071.092285
	Iteration 0F: 3 clusters Score -1644120 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1647116.750000 Penalty: 3071.092285
	Iteration 1F: 3 clusters Score -1647117 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1647391.875000 Penalty: 3071.092285
	Iteration 2F: 3 clusters Score -1647392 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1647635.000000 Penalty: 3071.092285
	Iteration 3Q: 3 clusters Score -1647635 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1647831.875000 Penalty: 3071.092285
	Iteration 4Q: 3 clusters Score -1647832 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1648025.750000 Penalty: 3071.092285
	Iteration 5Q: 3 clusters Score -1648026 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1648219.875000 Penalty: 3071.092285
	Iteration 6Q: 3 clusters Score -1648220 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1648420.250000 Penalty: 3071.092285
	Iteration 7Q: 3 clusters Score -1648420 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1648656.250000 Penalty: 3071.092285
	Iteration 8Q: 3 clusters Score -1648656 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1648902.750000 Penalty: 3071.092285
	Iteration 9Q: 3 clusters Score -1648903 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1649203.125000 Penalty: 3071.092285
	Iteration 10Q: 3 clusters Score -1649203 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1649554.250000 Penalty: 3071.092285
	Iteration 11Q: 3 clusters Score -1649554 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1649901.375000 Penalty: 3071.092285
	Iteration 12Q: 3 clusters Score -1649901 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1650202.125000 Penalty: 3071.092285
	Iteration 13Q: 3 clusters Score -1650202 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1650384.625000 Penalty: 3071.092285
	Iteration 14Q: 3 clusters Score -1650385 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1650493.875000 Penalty: 3071.092285
	Iteration 15Q: 3 clusters Score -1650494 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1650555.500000 Penalty: 3071.092285
	Iteration 16Q: 3 clusters Score -1650556 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1650596.375000 Penalty: 3071.092285
	Iteration 17Q: 3 clusters Score -1650596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1650625.000000 Penalty: 3071.092285
	Iteration 18Q: 3 clusters Score -1650625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1650646.875000 Penalty: 3071.092285
	Iteration 19Q: 3 clusters Score -1650647 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1650659.000000 Penalty: 3071.092285
	Iteration 20F: 3 clusters Score -1650659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1650669.750000 Penalty: 3071.092285
	Iteration 21Q: 3 clusters Score -1650670 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1650688.375000 Penalty: 3071.092285
	Iteration 22Q: 3 clusters Score -1650688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1650695.125000 Penalty: 3071.092285
	Iteration 23Q: 3 clusters Score -1650695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1650713.125000 Penalty: 3071.092285
	Iteration 24Q: 3 clusters Score -1650713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1650720.000000 Penalty: 3071.092285
	Iteration 25Q: 3 clusters Score -1650720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1650722.625000 Penalty: 3071.092285
	Iteration 26Q: 3 clusters Score -1650723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1650726.375000 Penalty: 3071.092285
	Iteration 27Q: 3 clusters Score -1650726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1650730.875000 Penalty: 3071.092285
	Iteration 28Q: 3 clusters Score -1650731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1650739.750000 Penalty: 3071.092285
	Iteration 29Q: 3 clusters Score -1650740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1650745.500000 Penalty: 3071.092285
	Iteration 30Q: 3 clusters Score -1650746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1650749.625000 Penalty: 3071.092285
	Iteration 31Q: 3 clusters Score -1650750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1650751.250000 Penalty: 3071.092285
	Iteration 32Q: 3 clusters Score -1650751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1650759.125000 Penalty: 3071.092285
	Iteration 33Q: 3 clusters Score -1650759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1650758.125000 Penalty: 3071.092285
	Iteration 34Q: 3 clusters Score -1650758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1650762.500000 Penalty: 3071.092285
	Iteration 35Q: 3 clusters Score -1650762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1650765.875000 Penalty: 3071.092285
	Iteration 36Q: 3 clusters Score -1650766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1650768.375000 Penalty: 3071.092285
	Iteration 37Q: 3 clusters Score -1650768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1650770.500000 Penalty: 3071.092285
	Iteration 38Q: 3 clusters Score -1650770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1650771.625000 Penalty: 3071.092285
	Iteration 39Q: 3 clusters Score -1650772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1650777.125000 Penalty: 3071.092285
	Iteration 40F: 3 clusters Score -1650777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1650778.875000 Penalty: 3071.092285
	Iteration 41Q: 3 clusters Score -1650779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1650778.750000 Penalty: 3071.092285
	Iteration 42Q: 3 clusters Score -1650779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1650782.125000 Penalty: 3071.092285
	Iteration 43Q: 3 clusters Score -1650782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1650780.625000 Penalty: 3071.092285
	Iteration 44Q: 3 clusters Score -1650781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1650779.875000 Penalty: 3071.092285
	Iteration 45Q: 3 clusters Score -1650780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1650781.375000 Penalty: 3071.092285
	Iteration 46Q: 3 clusters Score -1650781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1650783.500000 Penalty: 3071.092285
	Iteration 47Q: 3 clusters Score -1650784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1650783.250000 Penalty: 3071.092285
	Iteration 48Q: 3 clusters Score -1650783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1650783.750000 Penalty: 3071.092285
	Iteration 49Q: 3 clusters Score -1650784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1650783.875000 Penalty: 3071.092285
	Iteration 50Q: 3 clusters Score -1650784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1650783.000000 Penalty: 3071.092285
	Iteration 51Q: 3 clusters Score -1650783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1650783.625000 Penalty: 3071.092285
	Iteration 52Q: 3 clusters Score -1650784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1650787.625000 Penalty: 3071.092285
	Iteration 53Q: 3 clusters Score -1650788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1650787.375000 Penalty: 3071.092285
	Iteration 54Q: 3 clusters Score -1650787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1650786.000000 Penalty: 3071.092285
	Iteration 55Q: 3 clusters Score -1650786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1650788.000000 Penalty: 3071.092285
	Iteration 56Q: 3 clusters Score -1650788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1650786.125000 Penalty: 3071.092285
	Iteration 57Q: 3 clusters Score -1650786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1650785.625000 Penalty: 3071.092285
	Iteration 58Q: 3 clusters Score -1650786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1650785.250000 Penalty: 3071.092285
	Iteration 59Q: 3 clusters Score -1650785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1650787.500000 Penalty: 3071.092285
	Iteration 60F: 3 clusters Score -1650788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1650789.125000 Penalty: 3071.092285
	Iteration 61Q: 3 clusters Score -1650789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1650788.875000 Penalty: 3071.092285
	Iteration 62Q: 3 clusters Score -1650789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1650787.750000 Penalty: 3071.092285
	Iteration 63Q: 3 clusters Score -1650788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1650787.500000 Penalty: 3071.092285
	Iteration 64Q: 3 clusters Score -1650788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1650787.125000 Penalty: 3071.092285
	Iteration 65Q: 3 clusters Score -1650787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1650786.125000 Penalty: 3071.092285
	Iteration 66Q: 3 clusters Score -1650786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1650787.000000 Penalty: 3071.092285
	Iteration 67Q: 3 clusters Score -1650787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1650786.750000 Penalty: 3071.092285
	Iteration 68Q: 3 clusters Score -1650787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1650783.500000 Penalty: 3071.092285
	Iteration 69Q: 3 clusters Score -1650784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1650786.750000 Penalty: 3071.092285
	Iteration 70Q: 3 clusters Score -1650787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1650788.500000 Penalty: 3071.092285
	Iteration 71Q: 3 clusters Score -1650788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1650789.250000 Penalty: 3071.092285
	Iteration 72Q: 3 clusters Score -1650789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1650791.000000 Penalty: 3071.092285
	Iteration 73Q: 3 clusters Score -1650791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1650790.625000 Penalty: 3071.092285
	Iteration 74Q: 3 clusters Score -1650791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1650790.625000 Penalty: 3071.092285
	Iteration 75F: 3 clusters Score -1650791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -138014.250000 Penalty: 1140.053223
	Iteration 0F: 2 clusters Score -138014.2 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 551 members 
Entering Unmasked Estep 
Score: -136525.390625 Penalty: 2280.106445
	Iteration 0F: 3 clusters Score -136525.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -136845.953125 Penalty: 2280.106445
	Iteration 1F: 3 clusters Score -136846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136926.687500 Penalty: 2280.106445
	Iteration 2F: 3 clusters Score -136926.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -136965.546875 Penalty: 2280.106445
	Iteration 3Q: 3 clusters Score -136965.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137000.750000 Penalty: 2280.106445
	Iteration 4Q: 3 clusters Score -137000.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -137026.296875 Penalty: 2280.106445
	Iteration 5Q: 3 clusters Score -137026.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -137062.078125 Penalty: 2280.106445
	Iteration 6Q: 3 clusters Score -137062.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -137086.906250 Penalty: 2280.106445
	Iteration 7Q: 3 clusters Score -137086.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137101.234375 Penalty: 2280.106445
	Iteration 8Q: 3 clusters Score -137101.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137111.078125 Penalty: 2280.106445
	Iteration 9Q: 3 clusters Score -137111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -137123.062500 Penalty: 2280.106445
	Iteration 10Q: 3 clusters Score -137123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -137131.062500 Penalty: 2280.106445
	Iteration 11Q: 3 clusters Score -137131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -137137.125000 Penalty: 2280.106445
	Iteration 12Q: 3 clusters Score -137137.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -137143.296875 Penalty: 2280.106445
	Iteration 13Q: 3 clusters Score -137143.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -137151.000000 Penalty: 2280.106445
	Iteration 14Q: 3 clusters Score -137151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137155.859375 Penalty: 2280.106445
	Iteration 15Q: 3 clusters Score -137155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137158.671875 Penalty: 2280.106445
	Iteration 16Q: 3 clusters Score -137158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137163.234375 Penalty: 2280.106445
	Iteration 17Q: 3 clusters Score -137163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137163.796875 Penalty: 2280.106445
	Iteration 18Q: 3 clusters Score -137163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137164.359375 Penalty: 2280.106445
	Iteration 19Q: 3 clusters Score -137164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137165.609375 Penalty: 2280.106445
	Iteration 20F: 3 clusters Score -137165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137166.468750 Penalty: 2280.106445
	Iteration 21Q: 3 clusters Score -137166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137166.468750 Penalty: 2280.106445
	Iteration 22F: 3 clusters Score -137166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -818478.937500 Penalty: 1426.703125
	Iteration 0F: 2 clusters Score -818478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -813553.125000 Penalty: 2853.406250
	Iteration 0F: 3 clusters Score -813553.1 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -814936.000000 Penalty: 2853.406250
	Iteration 1F: 3 clusters Score -814936 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -815130.062500 Penalty: 2853.406250
	Iteration 2F: 3 clusters Score -815130.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -815296.562500 Penalty: 2853.406250
	Iteration 3F: 3 clusters Score -815296.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -815437.000000 Penalty: 2853.406250
	Iteration 4Q: 3 clusters Score -815437 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -815574.125000 Penalty: 2853.406250
	Iteration 5Q: 3 clusters Score -815574.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -815716.312500 Penalty: 2853.406250
	Iteration 6Q: 3 clusters Score -815716.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -815845.187500 Penalty: 2853.406250
	Iteration 7Q: 3 clusters Score -815845.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -815959.062500 Penalty: 2853.406250
	Iteration 8Q: 3 clusters Score -815959.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -816025.937500 Penalty: 2853.406250
	Iteration 9Q: 3 clusters Score -816025.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -816072.375000 Penalty: 2853.406250
	Iteration 10Q: 3 clusters Score -816072.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -816110.937500 Penalty: 2853.406250
	Iteration 11Q: 3 clusters Score -816110.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -816149.687500 Penalty: 2853.406250
	Iteration 12Q: 3 clusters Score -816149.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -816186.750000 Penalty: 2853.406250
	Iteration 13Q: 3 clusters Score -816186.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -816215.437500 Penalty: 2853.406250
	Iteration 14Q: 3 clusters Score -816215.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -816231.562500 Penalty: 2853.406250
	Iteration 15Q: 3 clusters Score -816231.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -816247.000000 Penalty: 2853.406250
	Iteration 16Q: 3 clusters Score -816247 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -816259.125000 Penalty: 2853.406250
	Iteration 17Q: 3 clusters Score -816259.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -816271.187500 Penalty: 2853.406250
	Iteration 18Q: 3 clusters Score -816271.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -816280.312500 Penalty: 2853.406250
	Iteration 19Q: 3 clusters Score -816280.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -816287.937500 Penalty: 2853.406250
	Iteration 20F: 3 clusters Score -816287.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -816295.000000 Penalty: 2853.406250
	Iteration 21Q: 3 clusters Score -816295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -816302.750000 Penalty: 2853.406250
	Iteration 22Q: 3 clusters Score -816302.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -816312.312500 Penalty: 2853.406250
	Iteration 23Q: 3 clusters Score -816312.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -816319.875000 Penalty: 2853.406250
	Iteration 24Q: 3 clusters Score -816319.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816323.750000 Penalty: 2853.406250
	Iteration 25Q: 3 clusters Score -816323.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816329.500000 Penalty: 2853.406250
	Iteration 26Q: 3 clusters Score -816329.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -816339.250000 Penalty: 2853.406250
	Iteration 27Q: 3 clusters Score -816339.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -816349.125000 Penalty: 2853.406250
	Iteration 28Q: 3 clusters Score -816349.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -816357.000000 Penalty: 2853.406250
	Iteration 29Q: 3 clusters Score -816357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -816365.375000 Penalty: 2853.406250
	Iteration 30Q: 3 clusters Score -816365.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -816370.875000 Penalty: 2853.406250
	Iteration 31Q: 3 clusters Score -816370.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -816379.125000 Penalty: 2853.406250
	Iteration 32Q: 3 clusters Score -816379.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -816385.187500 Penalty: 2853.406250
	Iteration 33Q: 3 clusters Score -816385.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -816389.687500 Penalty: 2853.406250
	Iteration 34Q: 3 clusters Score -816389.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -816392.312500 Penalty: 2853.406250
	Iteration 35Q: 3 clusters Score -816392.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -816399.812500 Penalty: 2853.406250
	Iteration 36Q: 3 clusters Score -816399.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -816404.625000 Penalty: 2853.406250
	Iteration 37Q: 3 clusters Score -816404.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816411.437500 Penalty: 2853.406250
	Iteration 38Q: 3 clusters Score -816411.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -816415.500000 Penalty: 2853.406250
	Iteration 39Q: 3 clusters Score -816415.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -816420.562500 Penalty: 2853.406250
	Iteration 40F: 3 clusters Score -816420.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -816423.062500 Penalty: 2853.406250
	Iteration 41Q: 3 clusters Score -816423.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -816426.687500 Penalty: 2853.406250
	Iteration 42Q: 3 clusters Score -816426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -816428.562500 Penalty: 2853.406250
	Iteration 43Q: 3 clusters Score -816428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816429.500000 Penalty: 2853.406250
	Iteration 44Q: 3 clusters Score -816429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -816429.625000 Penalty: 2853.406250
	Iteration 45Q: 3 clusters Score -816429.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -816432.125000 Penalty: 2853.406250
	Iteration 46Q: 3 clusters Score -816432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -816433.500000 Penalty: 2853.406250
	Iteration 47Q: 3 clusters Score -816433.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -816436.250000 Penalty: 2853.406250
	Iteration 48Q: 3 clusters Score -816436.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816437.562500 Penalty: 2853.406250
	Iteration 49Q: 3 clusters Score -816437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -816439.437500 Penalty: 2853.406250
	Iteration 50Q: 3 clusters Score -816439.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -816441.187500 Penalty: 2853.406250
	Iteration 51Q: 3 clusters Score -816441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -816442.187500 Penalty: 2853.406250
	Iteration 52Q: 3 clusters Score -816442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -816443.687500 Penalty: 2853.406250
	Iteration 53Q: 3 clusters Score -816443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -816444.750000 Penalty: 2853.406250
	Iteration 54Q: 3 clusters Score -816444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816443.562500 Penalty: 2853.406250
	Iteration 55Q: 3 clusters Score -816443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -816445.250000 Penalty: 2853.406250
	Iteration 56Q: 3 clusters Score -816445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816446.562500 Penalty: 2853.406250
	Iteration 57Q: 3 clusters Score -816446.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -816446.187500 Penalty: 2853.406250
	Iteration 58Q: 3 clusters Score -816446.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -816445.437500 Penalty: 2853.406250
	Iteration 59Q: 3 clusters Score -816445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -816449.312500 Penalty: 2853.406250
	Iteration 60F: 3 clusters Score -816449.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -816450.875000 Penalty: 2853.406250
	Iteration 61Q: 3 clusters Score -816450.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -816451.187500 Penalty: 2853.406250
	Iteration 62Q: 3 clusters Score -816451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -816452.562500 Penalty: 2853.406250
	Iteration 63Q: 3 clusters Score -816452.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816454.937500 Penalty: 2853.406250
	Iteration 64Q: 3 clusters Score -816454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -816455.625000 Penalty: 2853.406250
	Iteration 65Q: 3 clusters Score -816455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -816455.125000 Penalty: 2853.406250
	Iteration 66Q: 3 clusters Score -816455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -816454.562500 Penalty: 2853.406250
	Iteration 67Q: 3 clusters Score -816454.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -816457.812500 Penalty: 2853.406250
	Iteration 68Q: 3 clusters Score -816457.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -816458.500000 Penalty: 2853.406250
	Iteration 69Q: 3 clusters Score -816458.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -816461.500000 Penalty: 2853.406250
	Iteration 70Q: 3 clusters Score -816461.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -816463.062500 Penalty: 2853.406250
	Iteration 71Q: 3 clusters Score -816463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -816465.562500 Penalty: 2853.406250
	Iteration 72Q: 3 clusters Score -816465.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -816466.437500 Penalty: 2853.406250
	Iteration 73Q: 3 clusters Score -816466.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -816470.812500 Penalty: 2853.406250
	Iteration 74Q: 3 clusters Score -816470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -816470.812500 Penalty: 2853.406250
	Iteration 75Q: 3 clusters Score -816470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -816470.125000 Penalty: 2853.406250
	Iteration 76Q: 3 clusters Score -816470.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -816472.062500 Penalty: 2853.406250
	Iteration 77Q: 3 clusters Score -816472.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -816473.062500 Penalty: 2853.406250
	Iteration 78Q: 3 clusters Score -816473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -816472.312500 Penalty: 2853.406250
	Iteration 79Q: 3 clusters Score -816472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -816474.375000 Penalty: 2853.406250
	Iteration 80F: 3 clusters Score -816474.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -816474.375000 Penalty: 2853.406250
	Iteration 81Q: 3 clusters Score -816474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -816476.875000 Penalty: 2853.406250
	Iteration 82Q: 3 clusters Score -816476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -816478.250000 Penalty: 2853.406250
	Iteration 83Q: 3 clusters Score -816478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -816478.437500 Penalty: 2853.406250
	Iteration 84Q: 3 clusters Score -816478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -816477.875000 Penalty: 2853.406250
	Iteration 85Q: 3 clusters Score -816477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -816479.937500 Penalty: 2853.406250
	Iteration 86Q: 3 clusters Score -816479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -816480.000000 Penalty: 2853.406250
	Iteration 87Q: 3 clusters Score -816480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -816478.812500 Penalty: 2853.406250
	Iteration 88Q: 3 clusters Score -816478.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -816478.812500 Penalty: 2853.406250
	Iteration 89F: 3 clusters Score -816478.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Entering Unmasked Estep 
Score: -10835984.000000 Penalty: 1843.595703
	Iteration 0F: 2 clusters Score -1.083598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -10779668.000000 Penalty: 3687.191406
	Iteration 0F: 3 clusters Score -1.077967e+07 nChanged 40428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -10803058.000000 Penalty: 3687.191406
	Iteration 1F: 3 clusters Score -1.080306e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -10803813.000000 Penalty: 3687.191406
	Iteration 2Q: 3 clusters Score -1.080381e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -10804760.000000 Penalty: 3687.191406
	Iteration 3Q: 3 clusters Score -1.080476e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -10806384.000000 Penalty: 3687.191406
	Iteration 4Q: 3 clusters Score -1.080638e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -10809084.000000 Penalty: 3687.191406
	Iteration 5F: 3 clusters Score -1.080908e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -10812954.000000 Penalty: 3687.191406
	Iteration 6F: 3 clusters Score -1.081295e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -10817528.000000 Penalty: 3687.191406
	Iteration 7F: 3 clusters Score -1.081753e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 71299 members 
Entering Unmasked Estep 
Score: -10822713.000000 Penalty: 3687.191406
	Iteration 8F: 3 clusters Score -1.082271e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -10827524.000000 Penalty: 3687.191406
	Iteration 9F: 3 clusters Score -1.082752e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 80493 members 
Entering Unmasked Estep 
Score: -10830907.000000 Penalty: 3687.191406
	Iteration 10Q: 3 clusters Score -1.083091e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -10832887.000000 Penalty: 3687.191406
	Iteration 11Q: 3 clusters Score -1.083289e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -10833737.000000 Penalty: 3687.191406
	Iteration 12Q: 3 clusters Score -1.083374e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 84066 members 
Entering Unmasked Estep 
Score: -10834068.000000 Penalty: 3687.191406
	Iteration 13Q: 3 clusters Score -1.083407e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -10834247.000000 Penalty: 3687.191406
	Iteration 14Q: 3 clusters Score -1.083425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -10834319.000000 Penalty: 3687.191406
	Iteration 15Q: 3 clusters Score -1.083432e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -10834342.000000 Penalty: 3687.191406
	Iteration 16Q: 3 clusters Score -1.083434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -10834368.000000 Penalty: 3687.191406
	Iteration 17Q: 3 clusters Score -1.083437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -10834392.000000 Penalty: 3687.191406
	Iteration 18Q: 3 clusters Score -1.083439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -10834396.000000 Penalty: 3687.191406
	Iteration 19Q: 3 clusters Score -1.08344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -10834398.000000 Penalty: 3687.191406
	Iteration 20F: 3 clusters Score -1.08344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -10834401.000000 Penalty: 3687.191406
	Iteration 21Q: 3 clusters Score -1.08344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 84355 members 
Entering Unmasked Estep 
Score: -10834407.000000 Penalty: 3687.191406
	Iteration 22Q: 3 clusters Score -1.083441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -10834410.000000 Penalty: 3687.191406
	Iteration 23Q: 3 clusters Score -1.083441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -10834410.000000 Penalty: 3687.191406
	Iteration 24Q: 3 clusters Score -1.083441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -10834420.000000 Penalty: 3687.191406
	Iteration 25Q: 3 clusters Score -1.083442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -10834421.000000 Penalty: 3687.191406
	Iteration 26Q: 3 clusters Score -1.083442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -10834427.000000 Penalty: 3687.191406
	Iteration 27Q: 3 clusters Score -1.083443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10834432.000000 Penalty: 3687.191406
	Iteration 28Q: 3 clusters Score -1.083443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10834433.000000 Penalty: 3687.191406
	Iteration 29Q: 3 clusters Score -1.083443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -10834435.000000 Penalty: 3687.191406
	Iteration 30Q: 3 clusters Score -1.083444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -10834429.000000 Penalty: 3687.191406
	Iteration 31Q: 3 clusters Score -1.083443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -10834429.000000 Penalty: 3687.191406
	Iteration 32F: 3 clusters Score -1.083443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -255893.437500 Penalty: 1244.077881
	Iteration 0F: 2 clusters Score -255893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -253713.859375 Penalty: 2488.155762
	Iteration 0F: 3 clusters Score -253713.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -254206.484375 Penalty: 2488.155762
	Iteration 1F: 3 clusters Score -254206.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -254333.187500 Penalty: 2488.155762
	Iteration 2F: 3 clusters Score -254333.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -254413.906250 Penalty: 2488.155762
	Iteration 3F: 3 clusters Score -254413.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -254456.421875 Penalty: 2488.155762
	Iteration 4Q: 3 clusters Score -254456.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -254482.953125 Penalty: 2488.155762
	Iteration 5Q: 3 clusters Score -254483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -254503.218750 Penalty: 2488.155762
	Iteration 6Q: 3 clusters Score -254503.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -254521.296875 Penalty: 2488.155762
	Iteration 7Q: 3 clusters Score -254521.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -254531.171875 Penalty: 2488.155762
	Iteration 8Q: 3 clusters Score -254531.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -254536.953125 Penalty: 2488.155762
	Iteration 9Q: 3 clusters Score -254537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -254542.187500 Penalty: 2488.155762
	Iteration 10Q: 3 clusters Score -254542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -254547.671875 Penalty: 2488.155762
	Iteration 11Q: 3 clusters Score -254547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254551.718750 Penalty: 2488.155762
	Iteration 12Q: 3 clusters Score -254551.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -254556.515625 Penalty: 2488.155762
	Iteration 13Q: 3 clusters Score -254556.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -254562.156250 Penalty: 2488.155762
	Iteration 14Q: 3 clusters Score -254562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -254568.812500 Penalty: 2488.155762
	Iteration 15Q: 3 clusters Score -254568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -254572.125000 Penalty: 2488.155762
	Iteration 16Q: 3 clusters Score -254572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -254575.953125 Penalty: 2488.155762
	Iteration 17Q: 3 clusters Score -254576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254576.937500 Penalty: 2488.155762
	Iteration 18Q: 3 clusters Score -254576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254577.328125 Penalty: 2488.155762
	Iteration 19Q: 3 clusters Score -254577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254578.203125 Penalty: 2488.155762
	Iteration 20F: 3 clusters Score -254578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -254578.781250 Penalty: 2488.155762
	Iteration 21Q: 3 clusters Score -254578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -254579.875000 Penalty: 2488.155762
	Iteration 22Q: 3 clusters Score -254579.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -254580.687500 Penalty: 2488.155762
	Iteration 23Q: 3 clusters Score -254580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254581.656250 Penalty: 2488.155762
	Iteration 24Q: 3 clusters Score -254581.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254582.265625 Penalty: 2488.155762
	Iteration 25Q: 3 clusters Score -254582.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -254582.265625 Penalty: 2488.155762
	Iteration 26F: 3 clusters Score -254582.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -920563.937500 Penalty: 1456.846191
	Iteration 0F: 2 clusters Score -920563.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -914807.187500 Penalty: 2913.692383
	Iteration 0F: 3 clusters Score -914807.2 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -916577.937500 Penalty: 2913.692383
	Iteration 1F: 3 clusters Score -916577.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -916823.125000 Penalty: 2913.692383
	Iteration 2F: 3 clusters Score -916823.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -917007.562500 Penalty: 2913.692383
	Iteration 3F: 3 clusters Score -917007.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -917158.625000 Penalty: 2913.692383
	Iteration 4Q: 3 clusters Score -917158.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -917280.500000 Penalty: 2913.692383
	Iteration 5Q: 3 clusters Score -917280.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -917386.875000 Penalty: 2913.692383
	Iteration 6Q: 3 clusters Score -917386.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -917480.125000 Penalty: 2913.692383
	Iteration 7Q: 3 clusters Score -917480.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -917564.312500 Penalty: 2913.692383
	Iteration 8Q: 3 clusters Score -917564.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -917648.875000 Penalty: 2913.692383
	Iteration 9Q: 3 clusters Score -917648.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -917747.625000 Penalty: 2913.692383
	Iteration 10Q: 3 clusters Score -917747.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -917846.812500 Penalty: 2913.692383
	Iteration 11Q: 3 clusters Score -917846.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -917931.937500 Penalty: 2913.692383
	Iteration 12Q: 3 clusters Score -917931.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -918019.312500 Penalty: 2913.692383
	Iteration 13Q: 3 clusters Score -918019.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -918108.625000 Penalty: 2913.692383
	Iteration 14Q: 3 clusters Score -918108.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -918188.750000 Penalty: 2913.692383
	Iteration 15Q: 3 clusters Score -918188.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -918251.750000 Penalty: 2913.692383
	Iteration 16Q: 3 clusters Score -918251.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -918311.500000 Penalty: 2913.692383
	Iteration 17Q: 3 clusters Score -918311.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -918363.187500 Penalty: 2913.692383
	Iteration 18Q: 3 clusters Score -918363.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -918413.562500 Penalty: 2913.692383
	Iteration 19Q: 3 clusters Score -918413.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -918457.562500 Penalty: 2913.692383
	Iteration 20F: 3 clusters Score -918457.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -918487.375000 Penalty: 2913.692383
	Iteration 21Q: 3 clusters Score -918487.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -918514.687500 Penalty: 2913.692383
	Iteration 22Q: 3 clusters Score -918514.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -918537.750000 Penalty: 2913.692383
	Iteration 23Q: 3 clusters Score -918537.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -918552.125000 Penalty: 2913.692383
	Iteration 24Q: 3 clusters Score -918552.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -918569.000000 Penalty: 2913.692383
	Iteration 25Q: 3 clusters Score -918569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -918583.687500 Penalty: 2913.692383
	Iteration 26Q: 3 clusters Score -918583.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -918591.875000 Penalty: 2913.692383
	Iteration 27Q: 3 clusters Score -918591.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -918601.750000 Penalty: 2913.692383
	Iteration 28Q: 3 clusters Score -918601.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -918611.937500 Penalty: 2913.692383
	Iteration 29Q: 3 clusters Score -918611.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -918621.875000 Penalty: 2913.692383
	Iteration 30Q: 3 clusters Score -918621.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -918624.750000 Penalty: 2913.692383
	Iteration 31Q: 3 clusters Score -918624.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -918626.687500 Penalty: 2913.692383
	Iteration 32Q: 3 clusters Score -918626.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -918630.187500 Penalty: 2913.692383
	Iteration 33Q: 3 clusters Score -918630.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -918633.312500 Penalty: 2913.692383
	Iteration 34Q: 3 clusters Score -918633.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -918634.437500 Penalty: 2913.692383
	Iteration 35Q: 3 clusters Score -918634.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -918637.687500 Penalty: 2913.692383
	Iteration 36Q: 3 clusters Score -918637.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -918643.312500 Penalty: 2913.692383
	Iteration 37Q: 3 clusters Score -918643.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -918643.687500 Penalty: 2913.692383
	Iteration 38Q: 3 clusters Score -918643.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -918647.500000 Penalty: 2913.692383
	Iteration 39Q: 3 clusters Score -918647.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -918649.375000 Penalty: 2913.692383
	Iteration 40F: 3 clusters Score -918649.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -918651.312500 Penalty: 2913.692383
	Iteration 41Q: 3 clusters Score -918651.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -918656.062500 Penalty: 2913.692383
	Iteration 42Q: 3 clusters Score -918656.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -918657.062500 Penalty: 2913.692383
	Iteration 43Q: 3 clusters Score -918657.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -918657.875000 Penalty: 2913.692383
	Iteration 44Q: 3 clusters Score -918657.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -918659.375000 Penalty: 2913.692383
	Iteration 45Q: 3 clusters Score -918659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -918658.687500 Penalty: 2913.692383
	Iteration 46Q: 3 clusters Score -918658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -918660.562500 Penalty: 2913.692383
	Iteration 47Q: 3 clusters Score -918660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -918663.500000 Penalty: 2913.692383
	Iteration 48Q: 3 clusters Score -918663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -918662.937500 Penalty: 2913.692383
	Iteration 49Q: 3 clusters Score -918662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -918664.437500 Penalty: 2913.692383
	Iteration 50Q: 3 clusters Score -918664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -918664.562500 Penalty: 2913.692383
	Iteration 51Q: 3 clusters Score -918664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -918663.500000 Penalty: 2913.692383
	Iteration 52Q: 3 clusters Score -918663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -918666.562500 Penalty: 2913.692383
	Iteration 53Q: 3 clusters Score -918666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -918665.812500 Penalty: 2913.692383
	Iteration 54Q: 3 clusters Score -918665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -918664.937500 Penalty: 2913.692383
	Iteration 55Q: 3 clusters Score -918664.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -918667.312500 Penalty: 2913.692383
	Iteration 56Q: 3 clusters Score -918667.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -918673.750000 Penalty: 2913.692383
	Iteration 57Q: 3 clusters Score -918673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -918672.625000 Penalty: 2913.692383
	Iteration 58Q: 3 clusters Score -918672.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -918673.437500 Penalty: 2913.692383
	Iteration 59Q: 3 clusters Score -918673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -918674.250000 Penalty: 2913.692383
	Iteration 60F: 3 clusters Score -918674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -918675.937500 Penalty: 2913.692383
	Iteration 61Q: 3 clusters Score -918675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -918676.687500 Penalty: 2913.692383
	Iteration 62Q: 3 clusters Score -918676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -918676.812500 Penalty: 2913.692383
	Iteration 63Q: 3 clusters Score -918676.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -918678.500000 Penalty: 2913.692383
	Iteration 64Q: 3 clusters Score -918678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -918679.250000 Penalty: 2913.692383
	Iteration 65Q: 3 clusters Score -918679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -918684.062500 Penalty: 2913.692383
	Iteration 66Q: 3 clusters Score -918684.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -918685.625000 Penalty: 2913.692383
	Iteration 67Q: 3 clusters Score -918685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -918687.937500 Penalty: 2913.692383
	Iteration 68Q: 3 clusters Score -918687.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -918687.312500 Penalty: 2913.692383
	Iteration 69Q: 3 clusters Score -918687.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -918692.312500 Penalty: 2913.692383
	Iteration 70Q: 3 clusters Score -918692.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -918694.250000 Penalty: 2913.692383
	Iteration 71Q: 3 clusters Score -918694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -918700.000000 Penalty: 2913.692383
	Iteration 72Q: 3 clusters Score -918700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -918704.250000 Penalty: 2913.692383
	Iteration 73Q: 3 clusters Score -918704.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -918709.062500 Penalty: 2913.692383
	Iteration 74Q: 3 clusters Score -918709.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -918715.750000 Penalty: 2913.692383
	Iteration 75Q: 3 clusters Score -918715.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -918722.000000 Penalty: 2913.692383
	Iteration 76Q: 3 clusters Score -918722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -918727.187500 Penalty: 2913.692383
	Iteration 77Q: 3 clusters Score -918727.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -918731.937500 Penalty: 2913.692383
	Iteration 78Q: 3 clusters Score -918731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -918735.812500 Penalty: 2913.692383
	Iteration 79Q: 3 clusters Score -918735.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -918738.875000 Penalty: 2913.692383
	Iteration 80F: 3 clusters Score -918738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -918741.187500 Penalty: 2913.692383
	Iteration 81Q: 3 clusters Score -918741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -918741.937500 Penalty: 2913.692383
	Iteration 82Q: 3 clusters Score -918741.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -918742.000000 Penalty: 2913.692383
	Iteration 83Q: 3 clusters Score -918742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -918744.625000 Penalty: 2913.692383
	Iteration 84Q: 3 clusters Score -918744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -918746.062500 Penalty: 2913.692383
	Iteration 85Q: 3 clusters Score -918746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -918744.750000 Penalty: 2913.692383
	Iteration 86Q: 3 clusters Score -918744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -918747.125000 Penalty: 2913.692383
	Iteration 87Q: 3 clusters Score -918747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -918748.500000 Penalty: 2913.692383
	Iteration 88Q: 3 clusters Score -918748.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -918751.500000 Penalty: 2913.692383
	Iteration 89Q: 3 clusters Score -918751.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -918752.125000 Penalty: 2913.692383
	Iteration 90Q: 3 clusters Score -918752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -918753.312500 Penalty: 2913.692383
	Iteration 91Q: 3 clusters Score -918753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -918751.875000 Penalty: 2913.692383
	Iteration 92Q: 3 clusters Score -918751.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -918754.875000 Penalty: 2913.692383
	Iteration 93Q: 3 clusters Score -918754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -918756.687500 Penalty: 2913.692383
	Iteration 94Q: 3 clusters Score -918756.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -918757.125000 Penalty: 2913.692383
	Iteration 95Q: 3 clusters Score -918757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -918758.812500 Penalty: 2913.692383
	Iteration 96Q: 3 clusters Score -918758.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -918759.375000 Penalty: 2913.692383
	Iteration 97Q: 3 clusters Score -918759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -918762.312500 Penalty: 2913.692383
	Iteration 98Q: 3 clusters Score -918762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -918760.250000 Penalty: 2913.692383
	Iteration 99Q: 3 clusters Score -918760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -918760.875000 Penalty: 2913.692383
	Iteration 100F: 3 clusters Score -918760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -918761.187500 Penalty: 2913.692383
	Iteration 101Q: 3 clusters Score -918761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -918763.437500 Penalty: 2913.692383
	Iteration 102Q: 3 clusters Score -918763.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -918763.062500 Penalty: 2913.692383
	Iteration 103Q: 3 clusters Score -918763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -918765.250000 Penalty: 2913.692383
	Iteration 104Q: 3 clusters Score -918765.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -918765.687500 Penalty: 2913.692383
	Iteration 105Q: 3 clusters Score -918765.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -918767.437500 Penalty: 2913.692383
	Iteration 106Q: 3 clusters Score -918767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -918773.000000 Penalty: 2913.692383
	Iteration 107Q: 3 clusters Score -918773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -918771.937500 Penalty: 2913.692383
	Iteration 108Q: 3 clusters Score -918771.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -918778.500000 Penalty: 2913.692383
	Iteration 109Q: 3 clusters Score -918778.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -918782.750000 Penalty: 2913.692383
	Iteration 110Q: 3 clusters Score -918782.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -918785.937500 Penalty: 2913.692383
	Iteration 111Q: 3 clusters Score -918785.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -918792.875000 Penalty: 2913.692383
	Iteration 112Q: 3 clusters Score -918792.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -918795.562500 Penalty: 2913.692383
	Iteration 113Q: 3 clusters Score -918795.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -918803.250000 Penalty: 2913.692383
	Iteration 114Q: 3 clusters Score -918803.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -918806.625000 Penalty: 2913.692383
	Iteration 115Q: 3 clusters Score -918806.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -918809.812500 Penalty: 2913.692383
	Iteration 116Q: 3 clusters Score -918809.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -918813.500000 Penalty: 2913.692383
	Iteration 117Q: 3 clusters Score -918813.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -918816.750000 Penalty: 2913.692383
	Iteration 118Q: 3 clusters Score -918816.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -918823.375000 Penalty: 2913.692383
	Iteration 119Q: 3 clusters Score -918823.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -918829.812500 Penalty: 2913.692383
	Iteration 120F: 3 clusters Score -918829.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -918839.750000 Penalty: 2913.692383
	Iteration 121Q: 3 clusters Score -918839.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -918855.562500 Penalty: 2913.692383
	Iteration 122Q: 3 clusters Score -918855.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -918862.125000 Penalty: 2913.692383
	Iteration 123Q: 3 clusters Score -918862.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -918874.562500 Penalty: 2913.692383
	Iteration 124Q: 3 clusters Score -918874.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -918879.312500 Penalty: 2913.692383
	Iteration 125Q: 3 clusters Score -918879.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -918890.875000 Penalty: 2913.692383
	Iteration 126Q: 3 clusters Score -918890.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -918896.062500 Penalty: 2913.692383
	Iteration 127Q: 3 clusters Score -918896.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -918900.500000 Penalty: 2913.692383
	Iteration 128Q: 3 clusters Score -918900.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -918903.312500 Penalty: 2913.692383
	Iteration 129Q: 3 clusters Score -918903.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -918905.500000 Penalty: 2913.692383
	Iteration 130Q: 3 clusters Score -918905.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -918907.187500 Penalty: 2913.692383
	Iteration 131Q: 3 clusters Score -918907.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -918909.500000 Penalty: 2913.692383
	Iteration 132Q: 3 clusters Score -918909.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -918914.750000 Penalty: 2913.692383
	Iteration 133Q: 3 clusters Score -918914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -918917.187500 Penalty: 2913.692383
	Iteration 134Q: 3 clusters Score -918917.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -918918.500000 Penalty: 2913.692383
	Iteration 135Q: 3 clusters Score -918918.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -918920.500000 Penalty: 2913.692383
	Iteration 136Q: 3 clusters Score -918920.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -918926.062500 Penalty: 2913.692383
	Iteration 137Q: 3 clusters Score -918926.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -918931.187500 Penalty: 2913.692383
	Iteration 138Q: 3 clusters Score -918931.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -918935.937500 Penalty: 2913.692383
	Iteration 139Q: 3 clusters Score -918935.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -918941.937500 Penalty: 2913.692383
	Iteration 140F: 3 clusters Score -918941.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -918946.312500 Penalty: 2913.692383
	Iteration 141Q: 3 clusters Score -918946.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -918951.500000 Penalty: 2913.692383
	Iteration 142Q: 3 clusters Score -918951.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -918959.437500 Penalty: 2913.692383
	Iteration 143Q: 3 clusters Score -918959.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -918967.937500 Penalty: 2913.692383
	Iteration 144Q: 3 clusters Score -918967.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -918979.312500 Penalty: 2913.692383
	Iteration 145Q: 3 clusters Score -918979.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -918986.875000 Penalty: 2913.692383
	Iteration 146Q: 3 clusters Score -918986.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -919001.000000 Penalty: 2913.692383
	Iteration 147Q: 3 clusters Score -919001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -919012.562500 Penalty: 2913.692383
	Iteration 148Q: 3 clusters Score -919012.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -919027.125000 Penalty: 2913.692383
	Iteration 149Q: 3 clusters Score -919027.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -919037.250000 Penalty: 2913.692383
	Iteration 150Q: 3 clusters Score -919037.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -919046.187500 Penalty: 2913.692383
	Iteration 151Q: 3 clusters Score -919046.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -919057.000000 Penalty: 2913.692383
	Iteration 152Q: 3 clusters Score -919057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -919064.375000 Penalty: 2913.692383
	Iteration 153Q: 3 clusters Score -919064.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -919076.000000 Penalty: 2913.692383
	Iteration 154Q: 3 clusters Score -919076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -919086.625000 Penalty: 2913.692383
	Iteration 155Q: 3 clusters Score -919086.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -919100.375000 Penalty: 2913.692383
	Iteration 156Q: 3 clusters Score -919100.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -919112.562500 Penalty: 2913.692383
	Iteration 157Q: 3 clusters Score -919112.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -919128.000000 Penalty: 2913.692383
	Iteration 158Q: 3 clusters Score -919128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -919141.625000 Penalty: 2913.692383
	Iteration 159Q: 3 clusters Score -919141.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -919148.625000 Penalty: 2913.692383
	Iteration 160F: 3 clusters Score -919148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -919156.187500 Penalty: 2913.692383
	Iteration 161Q: 3 clusters Score -919156.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -919164.125000 Penalty: 2913.692383
	Iteration 162Q: 3 clusters Score -919164.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -919172.750000 Penalty: 2913.692383
	Iteration 163Q: 3 clusters Score -919172.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -919181.375000 Penalty: 2913.692383
	Iteration 164Q: 3 clusters Score -919181.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -919195.375000 Penalty: 2913.692383
	Iteration 165Q: 3 clusters Score -919195.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -919202.312500 Penalty: 2913.692383
	Iteration 166Q: 3 clusters Score -919202.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -919208.375000 Penalty: 2913.692383
	Iteration 167Q: 3 clusters Score -919208.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -919214.500000 Penalty: 2913.692383
	Iteration 168Q: 3 clusters Score -919214.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -919223.312500 Penalty: 2913.692383
	Iteration 169Q: 3 clusters Score -919223.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -919228.312500 Penalty: 2913.692383
	Iteration 170Q: 3 clusters Score -919228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -919233.687500 Penalty: 2913.692383
	Iteration 171Q: 3 clusters Score -919233.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -919237.187500 Penalty: 2913.692383
	Iteration 172Q: 3 clusters Score -919237.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -919238.875000 Penalty: 2913.692383
	Iteration 173Q: 3 clusters Score -919238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -919241.312500 Penalty: 2913.692383
	Iteration 174Q: 3 clusters Score -919241.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -919246.000000 Penalty: 2913.692383
	Iteration 175Q: 3 clusters Score -919246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -919250.000000 Penalty: 2913.692383
	Iteration 176Q: 3 clusters Score -919250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -919256.125000 Penalty: 2913.692383
	Iteration 177Q: 3 clusters Score -919256.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -919263.437500 Penalty: 2913.692383
	Iteration 178Q: 3 clusters Score -919263.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -919266.875000 Penalty: 2913.692383
	Iteration 179Q: 3 clusters Score -919266.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -919279.250000 Penalty: 2913.692383
	Iteration 180F: 3 clusters Score -919279.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -919285.750000 Penalty: 2913.692383
	Iteration 181Q: 3 clusters Score -919285.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -919291.250000 Penalty: 2913.692383
	Iteration 182Q: 3 clusters Score -919291.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -919300.562500 Penalty: 2913.692383
	Iteration 183Q: 3 clusters Score -919300.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -919305.687500 Penalty: 2913.692383
	Iteration 184Q: 3 clusters Score -919305.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -919306.750000 Penalty: 2913.692383
	Iteration 185Q: 3 clusters Score -919306.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -919309.125000 Penalty: 2913.692383
	Iteration 186Q: 3 clusters Score -919309.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -919312.375000 Penalty: 2913.692383
	Iteration 187Q: 3 clusters Score -919312.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -919316.125000 Penalty: 2913.692383
	Iteration 188Q: 3 clusters Score -919316.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -919316.500000 Penalty: 2913.692383
	Iteration 189Q: 3 clusters Score -919316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -919318.250000 Penalty: 2913.692383
	Iteration 190Q: 3 clusters Score -919318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -919321.875000 Penalty: 2913.692383
	Iteration 191Q: 3 clusters Score -919321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -919325.437500 Penalty: 2913.692383
	Iteration 192Q: 3 clusters Score -919325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -919329.625000 Penalty: 2913.692383
	Iteration 193Q: 3 clusters Score -919329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -919331.625000 Penalty: 2913.692383
	Iteration 194Q: 3 clusters Score -919331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -919334.625000 Penalty: 2913.692383
	Iteration 195Q: 3 clusters Score -919334.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -919337.875000 Penalty: 2913.692383
	Iteration 196Q: 3 clusters Score -919337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -919340.687500 Penalty: 2913.692383
	Iteration 197Q: 3 clusters Score -919340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -919341.687500 Penalty: 2913.692383
	Iteration 198Q: 3 clusters Score -919341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -919344.312500 Penalty: 2913.692383
	Iteration 199Q: 3 clusters Score -919344.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -919345.937500 Penalty: 2913.692383
	Iteration 200F: 3 clusters Score -919345.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -919352.625000 Penalty: 2913.692383
	Iteration 201Q: 3 clusters Score -919352.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -919355.562500 Penalty: 2913.692383
	Iteration 202Q: 3 clusters Score -919355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -919358.312500 Penalty: 2913.692383
	Iteration 203Q: 3 clusters Score -919358.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -919364.187500 Penalty: 2913.692383
	Iteration 204Q: 3 clusters Score -919364.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -919367.875000 Penalty: 2913.692383
	Iteration 205Q: 3 clusters Score -919367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -919369.375000 Penalty: 2913.692383
	Iteration 206Q: 3 clusters Score -919369.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -919371.500000 Penalty: 2913.692383
	Iteration 207Q: 3 clusters Score -919371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -919372.312500 Penalty: 2913.692383
	Iteration 208Q: 3 clusters Score -919372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -919371.250000 Penalty: 2913.692383
	Iteration 209Q: 3 clusters Score -919371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -919371.937500 Penalty: 2913.692383
	Iteration 210Q: 3 clusters Score -919371.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -919373.750000 Penalty: 2913.692383
	Iteration 211Q: 3 clusters Score -919373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -919374.625000 Penalty: 2913.692383
	Iteration 212Q: 3 clusters Score -919374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -919377.875000 Penalty: 2913.692383
	Iteration 213Q: 3 clusters Score -919377.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -919379.625000 Penalty: 2913.692383
	Iteration 214Q: 3 clusters Score -919379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -919383.437500 Penalty: 2913.692383
	Iteration 215Q: 3 clusters Score -919383.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -919385.250000 Penalty: 2913.692383
	Iteration 216Q: 3 clusters Score -919385.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -919390.437500 Penalty: 2913.692383
	Iteration 217Q: 3 clusters Score -919390.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -919398.937500 Penalty: 2913.692383
	Iteration 218Q: 3 clusters Score -919398.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -919402.000000 Penalty: 2913.692383
	Iteration 219Q: 3 clusters Score -919402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -919407.437500 Penalty: 2913.692383
	Iteration 220F: 3 clusters Score -919407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -919409.625000 Penalty: 2913.692383
	Iteration 221Q: 3 clusters Score -919409.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -919412.750000 Penalty: 2913.692383
	Iteration 222Q: 3 clusters Score -919412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -919419.250000 Penalty: 2913.692383
	Iteration 223Q: 3 clusters Score -919419.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -919428.375000 Penalty: 2913.692383
	Iteration 224Q: 3 clusters Score -919428.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -919440.062500 Penalty: 2913.692383
	Iteration 225Q: 3 clusters Score -919440.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -919447.125000 Penalty: 2913.692383
	Iteration 226Q: 3 clusters Score -919447.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -919456.375000 Penalty: 2913.692383
	Iteration 227Q: 3 clusters Score -919456.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -919462.000000 Penalty: 2913.692383
	Iteration 228Q: 3 clusters Score -919462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -919473.500000 Penalty: 2913.692383
	Iteration 229Q: 3 clusters Score -919473.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -919485.937500 Penalty: 2913.692383
	Iteration 230Q: 3 clusters Score -919485.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -919500.312500 Penalty: 2913.692383
	Iteration 231Q: 3 clusters Score -919500.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -919517.062500 Penalty: 2913.692383
	Iteration 232Q: 3 clusters Score -919517.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -919530.062500 Penalty: 2913.692383
	Iteration 233Q: 3 clusters Score -919530.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -919539.312500 Penalty: 2913.692383
	Iteration 234Q: 3 clusters Score -919539.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -919544.312500 Penalty: 2913.692383
	Iteration 235Q: 3 clusters Score -919544.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -919548.500000 Penalty: 2913.692383
	Iteration 236Q: 3 clusters Score -919548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -919552.687500 Penalty: 2913.692383
	Iteration 237Q: 3 clusters Score -919552.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -919558.625000 Penalty: 2913.692383
	Iteration 238Q: 3 clusters Score -919558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -919562.375000 Penalty: 2913.692383
	Iteration 239Q: 3 clusters Score -919562.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -919566.375000 Penalty: 2913.692383
	Iteration 240F: 3 clusters Score -919566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -919570.062500 Penalty: 2913.692383
	Iteration 241Q: 3 clusters Score -919570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -919575.750000 Penalty: 2913.692383
	Iteration 242Q: 3 clusters Score -919575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -919577.375000 Penalty: 2913.692383
	Iteration 243Q: 3 clusters Score -919577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -919577.000000 Penalty: 2913.692383
	Iteration 244Q: 3 clusters Score -919577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -919579.625000 Penalty: 2913.692383
	Iteration 245Q: 3 clusters Score -919579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -919581.937500 Penalty: 2913.692383
	Iteration 246Q: 3 clusters Score -919581.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -919582.687500 Penalty: 2913.692383
	Iteration 247Q: 3 clusters Score -919582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -919582.812500 Penalty: 2913.692383
	Iteration 248Q: 3 clusters Score -919582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -919581.750000 Penalty: 2913.692383
	Iteration 249Q: 3 clusters Score -919581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -919584.500000 Penalty: 2913.692383
	Iteration 250Q: 3 clusters Score -919584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -919585.125000 Penalty: 2913.692383
	Iteration 251Q: 3 clusters Score -919585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -919586.437500 Penalty: 2913.692383
	Iteration 252Q: 3 clusters Score -919586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -919586.562500 Penalty: 2913.692383
	Iteration 253Q: 3 clusters Score -919586.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -919587.312500 Penalty: 2913.692383
	Iteration 254Q: 3 clusters Score -919587.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -919587.062500 Penalty: 2913.692383
	Iteration 255Q: 3 clusters Score -919587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -919588.687500 Penalty: 2913.692383
	Iteration 256Q: 3 clusters Score -919588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -919588.687500 Penalty: 2913.692383
	Iteration 257Q: 3 clusters Score -919588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -919588.687500 Penalty: 2913.692383
	Iteration 258Q: 3 clusters Score -919588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -919588.875000 Penalty: 2913.692383
	Iteration 259Q: 3 clusters Score -919588.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -919591.312500 Penalty: 2913.692383
	Iteration 260F: 3 clusters Score -919591.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -919595.500000 Penalty: 2913.692383
	Iteration 261Q: 3 clusters Score -919595.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -919597.437500 Penalty: 2913.692383
	Iteration 262Q: 3 clusters Score -919597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -919603.812500 Penalty: 2913.692383
	Iteration 263Q: 3 clusters Score -919603.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -919606.500000 Penalty: 2913.692383
	Iteration 264Q: 3 clusters Score -919606.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -919611.687500 Penalty: 2913.692383
	Iteration 265Q: 3 clusters Score -919611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -919620.250000 Penalty: 2913.692383
	Iteration 266Q: 3 clusters Score -919620.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -919627.500000 Penalty: 2913.692383
	Iteration 267Q: 3 clusters Score -919627.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -919630.437500 Penalty: 2913.692383
	Iteration 268Q: 3 clusters Score -919630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -919636.187500 Penalty: 2913.692383
	Iteration 269Q: 3 clusters Score -919636.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -919641.250000 Penalty: 2913.692383
	Iteration 270Q: 3 clusters Score -919641.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -919642.625000 Penalty: 2913.692383
	Iteration 271Q: 3 clusters Score -919642.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -919645.187500 Penalty: 2913.692383
	Iteration 272Q: 3 clusters Score -919645.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -919649.312500 Penalty: 2913.692383
	Iteration 273Q: 3 clusters Score -919649.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -919655.250000 Penalty: 2913.692383
	Iteration 274Q: 3 clusters Score -919655.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -919658.125000 Penalty: 2913.692383
	Iteration 275Q: 3 clusters Score -919658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -919662.687500 Penalty: 2913.692383
	Iteration 276Q: 3 clusters Score -919662.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -919664.187500 Penalty: 2913.692383
	Iteration 277Q: 3 clusters Score -919664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -919669.187500 Penalty: 2913.692383
	Iteration 278Q: 3 clusters Score -919669.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -919674.750000 Penalty: 2913.692383
	Iteration 279Q: 3 clusters Score -919674.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -919681.750000 Penalty: 2913.692383
	Iteration 280F: 3 clusters Score -919681.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -919687.312500 Penalty: 2913.692383
	Iteration 281Q: 3 clusters Score -919687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -919689.375000 Penalty: 2913.692383
	Iteration 282Q: 3 clusters Score -919689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -919690.250000 Penalty: 2913.692383
	Iteration 283Q: 3 clusters Score -919690.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -919690.562500 Penalty: 2913.692383
	Iteration 284Q: 3 clusters Score -919690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -919694.250000 Penalty: 2913.692383
	Iteration 285Q: 3 clusters Score -919694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -919695.000000 Penalty: 2913.692383
	Iteration 286Q: 3 clusters Score -919695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -919695.625000 Penalty: 2913.692383
	Iteration 287Q: 3 clusters Score -919695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -919695.312500 Penalty: 2913.692383
	Iteration 288Q: 3 clusters Score -919695.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -919696.625000 Penalty: 2913.692383
	Iteration 289Q: 3 clusters Score -919696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -919697.187500 Penalty: 2913.692383
	Iteration 290Q: 3 clusters Score -919697.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -919699.250000 Penalty: 2913.692383
	Iteration 291Q: 3 clusters Score -919699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -919699.375000 Penalty: 2913.692383
	Iteration 292Q: 3 clusters Score -919699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -919702.750000 Penalty: 2913.692383
	Iteration 293Q: 3 clusters Score -919702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -919703.750000 Penalty: 2913.692383
	Iteration 294Q: 3 clusters Score -919703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -919706.250000 Penalty: 2913.692383
	Iteration 295Q: 3 clusters Score -919706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -919705.125000 Penalty: 2913.692383
	Iteration 296Q: 3 clusters Score -919705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -919704.812500 Penalty: 2913.692383
	Iteration 297Q: 3 clusters Score -919704.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -919704.812500 Penalty: 2913.692383
	Iteration 298F: 3 clusters Score -919704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -22905.414062 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -22905.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22246.865234 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -22246.87 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22654.437500 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -22654.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -23045.650391 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -23045.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23645.806641 Penalty: 1831.306519
	Iteration 3F: 3 clusters Score -23645.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23870.136719 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -23870.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23939.982422 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -23939.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23965.082031 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -23965.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23970.507812 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -23970.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23970.507812 Penalty: 1831.306519
	Iteration 8F: 3 clusters Score -23970.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6879 members 
Mstep: Class 3 contains 109529 members 
Mstep: Class 4 contains 14224 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 242 members 
Mstep: Class 7 contains 175 members 
Mstep: Class 8 contains 6785 members 
Mstep: Class 9 contains 54495 members 
Mstep: Class 10 contains 753 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 16598 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 1114 members 
Mstep: Class 16 contains 6501 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 18 contains 2113 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 2348 members 
Mstep: Class 22 contains 12884 members 
Mstep: Class 23 contains 101 members 
Mstep: Class 24 contains 5360 members 
Mstep: Class 25 contains 280 members 
Mstep: Class 26 contains 21135 members 
Mstep: Class 27 contains 49756 members 
Mstep: Class 28 contains 30699 members 
Mstep: Class 29 contains 470 members 
Entering Unmasked Estep 
Score: -59793960.000000 Penalty: 61624.625000
Splitting cluster 20 changes total score from -59794140.000000 to -59793960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -299869.625000 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -299869.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -297565.843750 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -297565.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -298010.968750 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -298011 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -298102.718750 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -298102.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -298172.500000 Penalty: 2522.428711
	Iteration 3Q: 3 clusters Score -298172.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -298222.437500 Penalty: 2522.428711
	Iteration 4Q: 3 clusters Score -298222.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -298253.656250 Penalty: 2522.428711
	Iteration 5Q: 3 clusters Score -298253.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -298280.531250 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -298280.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -298302.312500 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -298302.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -298322.656250 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -298322.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -298335.843750 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -298335.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -298348.843750 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -298348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -298357.375000 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -298357.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -298361.562500 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -298361.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -298366.968750 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -298367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -298371.875000 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -298371.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -298378.312500 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -298378.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -298386.281250 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -298386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -298389.531250 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -298389.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -298391.875000 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -298391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -298395.125000 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -298395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -298401.375000 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -298401.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -298404.500000 Penalty: 2522.428711
	Iteration 21Q: 3 clusters Score -298404.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298406.500000 Penalty: 2522.428711
	Iteration 22Q: 3 clusters Score -298406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -298408.437500 Penalty: 2522.428711
	Iteration 23Q: 3 clusters Score -298408.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -298410.500000 Penalty: 2522.428711
	Iteration 24Q: 3 clusters Score -298410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -298411.843750 Penalty: 2522.428711
	Iteration 25Q: 3 clusters Score -298411.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -298412.125000 Penalty: 2522.428711
	Iteration 26Q: 3 clusters Score -298412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -298412.125000 Penalty: 2522.428711
	Iteration 27F: 3 clusters Score -298412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Entering Unmasked Estep 
Score: -1624137.250000 Penalty: 1537.857910
	Iteration 0F: 2 clusters Score -1624137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1615101.625000 Penalty: 3075.715820
	Iteration 0F: 3 clusters Score -1615102 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1618096.625000 Penalty: 3075.715820
	Iteration 1F: 3 clusters Score -1618097 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1618385.000000 Penalty: 3075.715820
	Iteration 2F: 3 clusters Score -1618385 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1618655.500000 Penalty: 3075.715820
	Iteration 3Q: 3 clusters Score -1618656 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1618936.000000 Penalty: 3075.715820
	Iteration 4Q: 3 clusters Score -1618936 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1619251.125000 Penalty: 3075.715820
	Iteration 5Q: 3 clusters Score -1619251 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1619673.625000 Penalty: 3075.715820
	Iteration 6Q: 3 clusters Score -1619674 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1620215.500000 Penalty: 3075.715820
	Iteration 7F: 3 clusters Score -1620216 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1620724.625000 Penalty: 3075.715820
	Iteration 8F: 3 clusters Score -1620725 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1621164.250000 Penalty: 3075.715820
	Iteration 9F: 3 clusters Score -1621164 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1621510.625000 Penalty: 3075.715820
	Iteration 10Q: 3 clusters Score -1621511 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1621791.875000 Penalty: 3075.715820
	Iteration 11Q: 3 clusters Score -1621792 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1622112.000000 Penalty: 3075.715820
	Iteration 12Q: 3 clusters Score -1622112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1622400.125000 Penalty: 3075.715820
	Iteration 13Q: 3 clusters Score -1622400 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1622590.875000 Penalty: 3075.715820
	Iteration 14Q: 3 clusters Score -1622591 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1622754.125000 Penalty: 3075.715820
	Iteration 15Q: 3 clusters Score -1622754 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1622880.125000 Penalty: 3075.715820
	Iteration 16Q: 3 clusters Score -1622880 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1622983.750000 Penalty: 3075.715820
	Iteration 17Q: 3 clusters Score -1622984 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1623072.000000 Penalty: 3075.715820
	Iteration 18Q: 3 clusters Score -1623072 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1623140.250000 Penalty: 3075.715820
	Iteration 19Q: 3 clusters Score -1623140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1623197.375000 Penalty: 3075.715820
	Iteration 20F: 3 clusters Score -1623197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1623256.375000 Penalty: 3075.715820
	Iteration 21Q: 3 clusters Score -1623256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1623299.375000 Penalty: 3075.715820
	Iteration 22Q: 3 clusters Score -1623299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1623341.875000 Penalty: 3075.715820
	Iteration 23Q: 3 clusters Score -1623342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1623363.875000 Penalty: 3075.715820
	Iteration 24Q: 3 clusters Score -1623364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1623389.625000 Penalty: 3075.715820
	Iteration 25Q: 3 clusters Score -1623390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1623399.125000 Penalty: 3075.715820
	Iteration 26Q: 3 clusters Score -1623399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1623412.125000 Penalty: 3075.715820
	Iteration 27Q: 3 clusters Score -1623412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1623418.625000 Penalty: 3075.715820
	Iteration 28Q: 3 clusters Score -1623419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1623425.000000 Penalty: 3075.715820
	Iteration 29Q: 3 clusters Score -1623425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1623431.125000 Penalty: 3075.715820
	Iteration 30Q: 3 clusters Score -1623431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1623437.875000 Penalty: 3075.715820
	Iteration 31Q: 3 clusters Score -1623438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1623435.875000 Penalty: 3075.715820
	Iteration 32Q: 3 clusters Score -1623436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1623439.125000 Penalty: 3075.715820
	Iteration 33Q: 3 clusters Score -1623439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1623444.000000 Penalty: 3075.715820
	Iteration 34Q: 3 clusters Score -1623444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1623446.125000 Penalty: 3075.715820
	Iteration 35Q: 3 clusters Score -1623446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1623446.625000 Penalty: 3075.715820
	Iteration 36Q: 3 clusters Score -1623447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1623447.750000 Penalty: 3075.715820
	Iteration 37Q: 3 clusters Score -1623448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1623444.750000 Penalty: 3075.715820
	Iteration 38Q: 3 clusters Score -1623445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1623448.375000 Penalty: 3075.715820
	Iteration 39Q: 3 clusters Score -1623448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1623449.125000 Penalty: 3075.715820
	Iteration 40F: 3 clusters Score -1623449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1623452.000000 Penalty: 3075.715820
	Iteration 41Q: 3 clusters Score -1623452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1623451.500000 Penalty: 3075.715820
	Iteration 42Q: 3 clusters Score -1623452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1623450.875000 Penalty: 3075.715820
	Iteration 43Q: 3 clusters Score -1623451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1623450.250000 Penalty: 3075.715820
	Iteration 44Q: 3 clusters Score -1623450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1623450.500000 Penalty: 3075.715820
	Iteration 45Q: 3 clusters Score -1623450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1623451.500000 Penalty: 3075.715820
	Iteration 46Q: 3 clusters Score -1623452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1623455.250000 Penalty: 3075.715820
	Iteration 47Q: 3 clusters Score -1623455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1623455.875000 Penalty: 3075.715820
	Iteration 48Q: 3 clusters Score -1623456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1623455.875000 Penalty: 3075.715820
	Iteration 49F: 3 clusters Score -1623456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -671520.062500 Penalty: 1395.341919
	Iteration 0F: 2 clusters Score -671520.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -667301.375000 Penalty: 2790.683838
	Iteration 0F: 3 clusters Score -667301.4 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -668453.937500 Penalty: 2790.683838
	Iteration 1F: 3 clusters Score -668453.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -668653.687500 Penalty: 2790.683838
	Iteration 2F: 3 clusters Score -668653.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -668773.250000 Penalty: 2790.683838
	Iteration 3F: 3 clusters Score -668773.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -668869.000000 Penalty: 2790.683838
	Iteration 4Q: 3 clusters Score -668869 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -668958.187500 Penalty: 2790.683838
	Iteration 5Q: 3 clusters Score -668958.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -669033.875000 Penalty: 2790.683838
	Iteration 6Q: 3 clusters Score -669033.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -669120.125000 Penalty: 2790.683838
	Iteration 7Q: 3 clusters Score -669120.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -669213.312500 Penalty: 2790.683838
	Iteration 8Q: 3 clusters Score -669213.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -669318.937500 Penalty: 2790.683838
	Iteration 9Q: 3 clusters Score -669318.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -669429.812500 Penalty: 2790.683838
	Iteration 10Q: 3 clusters Score -669429.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -669546.812500 Penalty: 2790.683838
	Iteration 11Q: 3 clusters Score -669546.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -669662.375000 Penalty: 2790.683838
	Iteration 12Q: 3 clusters Score -669662.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -669787.500000 Penalty: 2790.683838
	Iteration 13Q: 3 clusters Score -669787.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -669898.375000 Penalty: 2790.683838
	Iteration 14Q: 3 clusters Score -669898.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -670009.375000 Penalty: 2790.683838
	Iteration 15Q: 3 clusters Score -670009.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -670107.125000 Penalty: 2790.683838
	Iteration 16Q: 3 clusters Score -670107.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -670178.187500 Penalty: 2790.683838
	Iteration 17Q: 3 clusters Score -670178.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -670219.812500 Penalty: 2790.683838
	Iteration 18Q: 3 clusters Score -670219.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -670250.937500 Penalty: 2790.683838
	Iteration 19Q: 3 clusters Score -670250.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -670277.062500 Penalty: 2790.683838
	Iteration 20F: 3 clusters Score -670277.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -670306.062500 Penalty: 2790.683838
	Iteration 21Q: 3 clusters Score -670306.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -670329.750000 Penalty: 2790.683838
	Iteration 22Q: 3 clusters Score -670329.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -670350.812500 Penalty: 2790.683838
	Iteration 23Q: 3 clusters Score -670350.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -670370.500000 Penalty: 2790.683838
	Iteration 24Q: 3 clusters Score -670370.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -670391.875000 Penalty: 2790.683838
	Iteration 25Q: 3 clusters Score -670391.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -670406.562500 Penalty: 2790.683838
	Iteration 26Q: 3 clusters Score -670406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -670410.375000 Penalty: 2790.683838
	Iteration 27Q: 3 clusters Score -670410.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -670414.250000 Penalty: 2790.683838
	Iteration 28Q: 3 clusters Score -670414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -670416.187500 Penalty: 2790.683838
	Iteration 29Q: 3 clusters Score -670416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -670419.125000 Penalty: 2790.683838
	Iteration 30Q: 3 clusters Score -670419.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -670422.375000 Penalty: 2790.683838
	Iteration 31Q: 3 clusters Score -670422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -670425.750000 Penalty: 2790.683838
	Iteration 32Q: 3 clusters Score -670425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -670431.687500 Penalty: 2790.683838
	Iteration 33Q: 3 clusters Score -670431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -670433.312500 Penalty: 2790.683838
	Iteration 34Q: 3 clusters Score -670433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -670437.312500 Penalty: 2790.683838
	Iteration 35Q: 3 clusters Score -670437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -670443.250000 Penalty: 2790.683838
	Iteration 36Q: 3 clusters Score -670443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -670445.687500 Penalty: 2790.683838
	Iteration 37Q: 3 clusters Score -670445.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -670446.250000 Penalty: 2790.683838
	Iteration 38Q: 3 clusters Score -670446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -670446.250000 Penalty: 2790.683838
	Iteration 39F: 3 clusters Score -670446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -28054.373047 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -28054.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27226.730469 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -27226.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27344.591797 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -27344.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27374.429688 Penalty: 1831.306519
	Iteration 2Q: 3 clusters Score -27374.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27407.023438 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -27407.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27431.468750 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -27431.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27470.234375 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -27470.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27489.843750 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -27489.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27567.087891 Penalty: 1831.306519
	Iteration 7Q: 3 clusters Score -27567.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27586.515625 Penalty: 1831.306519
	Iteration 8Q: 3 clusters Score -27586.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27611.681641 Penalty: 1831.306519
	Iteration 9Q: 3 clusters Score -27611.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27623.027344 Penalty: 1831.306519
	Iteration 10Q: 3 clusters Score -27623.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27625.105469 Penalty: 1831.306519
	Iteration 11Q: 3 clusters Score -27625.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27628.074219 Penalty: 1831.306519
	Iteration 12F: 3 clusters Score -27628.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27635.576172 Penalty: 1831.306519
	Iteration 13Q: 3 clusters Score -27635.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27641.449219 Penalty: 1831.306519
	Iteration 14Q: 3 clusters Score -27641.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27645.833984 Penalty: 1831.306519
	Iteration 15Q: 3 clusters Score -27645.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27647.201172 Penalty: 1831.306519
	Iteration 16Q: 3 clusters Score -27647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27647.201172 Penalty: 1831.306519
	Iteration 17F: 3 clusters Score -27647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (21135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Entering Unmasked Estep 
Score: -2611053.000000 Penalty: 1618.286499
	Iteration 0F: 2 clusters Score -2611053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2596606.750000 Penalty: 3236.572998
	Iteration 0F: 3 clusters Score -2596607 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2601694.000000 Penalty: 3236.572998
	Iteration 1F: 3 clusters Score -2601694 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2601977.750000 Penalty: 3236.572998
	Iteration 2Q: 3 clusters Score -2601978 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2602237.250000 Penalty: 3236.572998
	Iteration 3Q: 3 clusters Score -2602237 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2602524.250000 Penalty: 3236.572998
	Iteration 4Q: 3 clusters Score -2602524 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2602889.000000 Penalty: 3236.572998
	Iteration 5Q: 3 clusters Score -2602889 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2603317.500000 Penalty: 3236.572998
	Iteration 6Q: 3 clusters Score -2603318 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2603819.500000 Penalty: 3236.572998
	Iteration 7Q: 3 clusters Score -2603820 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2604354.500000 Penalty: 3236.572998
	Iteration 8Q: 3 clusters Score -2604354 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2605009.000000 Penalty: 3236.572998
	Iteration 9Q: 3 clusters Score -2605009 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2605724.250000 Penalty: 3236.572998
	Iteration 10Q: 3 clusters Score -2605724 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2606396.500000 Penalty: 3236.572998
	Iteration 11Q: 3 clusters Score -2606396 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2606920.500000 Penalty: 3236.572998
	Iteration 12Q: 3 clusters Score -2606920 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2607293.500000 Penalty: 3236.572998
	Iteration 13Q: 3 clusters Score -2607294 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2607529.500000 Penalty: 3236.572998
	Iteration 14Q: 3 clusters Score -2607530 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2607688.250000 Penalty: 3236.572998
	Iteration 15Q: 3 clusters Score -2607688 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2607828.250000 Penalty: 3236.572998
	Iteration 16Q: 3 clusters Score -2607828 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2607954.000000 Penalty: 3236.572998
	Iteration 17Q: 3 clusters Score -2607954 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2608080.250000 Penalty: 3236.572998
	Iteration 18Q: 3 clusters Score -2608080 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2608199.500000 Penalty: 3236.572998
	Iteration 19Q: 3 clusters Score -2608200 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2608321.000000 Penalty: 3236.572998
	Iteration 20F: 3 clusters Score -2608321 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2608470.250000 Penalty: 3236.572998
	Iteration 21Q: 3 clusters Score -2608470 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2608600.750000 Penalty: 3236.572998
	Iteration 22Q: 3 clusters Score -2608601 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2608687.000000 Penalty: 3236.572998
	Iteration 23Q: 3 clusters Score -2608687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2608790.250000 Penalty: 3236.572998
	Iteration 24Q: 3 clusters Score -2608790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2608878.250000 Penalty: 3236.572998
	Iteration 25Q: 3 clusters Score -2608878 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2608973.000000 Penalty: 3236.572998
	Iteration 26Q: 3 clusters Score -2608973 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2609058.500000 Penalty: 3236.572998
	Iteration 27Q: 3 clusters Score -2609058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2609122.500000 Penalty: 3236.572998
	Iteration 28Q: 3 clusters Score -2609122 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2609169.000000 Penalty: 3236.572998
	Iteration 29Q: 3 clusters Score -2609169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2609206.500000 Penalty: 3236.572998
	Iteration 30Q: 3 clusters Score -2609206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2609245.000000 Penalty: 3236.572998
	Iteration 31Q: 3 clusters Score -2609245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2609276.250000 Penalty: 3236.572998
	Iteration 32Q: 3 clusters Score -2609276 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2609305.000000 Penalty: 3236.572998
	Iteration 33Q: 3 clusters Score -2609305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2609343.000000 Penalty: 3236.572998
	Iteration 34Q: 3 clusters Score -2609343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2609372.250000 Penalty: 3236.572998
	Iteration 35Q: 3 clusters Score -2609372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2609392.000000 Penalty: 3236.572998
	Iteration 36Q: 3 clusters Score -2609392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2609416.500000 Penalty: 3236.572998
	Iteration 37Q: 3 clusters Score -2609416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2609427.750000 Penalty: 3236.572998
	Iteration 38Q: 3 clusters Score -2609428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2609446.750000 Penalty: 3236.572998
	Iteration 39Q: 3 clusters Score -2609447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2609455.500000 Penalty: 3236.572998
	Iteration 40F: 3 clusters Score -2609456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2609459.750000 Penalty: 3236.572998
	Iteration 41Q: 3 clusters Score -2609460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2609463.250000 Penalty: 3236.572998
	Iteration 42Q: 3 clusters Score -2609463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2609466.750000 Penalty: 3236.572998
	Iteration 43Q: 3 clusters Score -2609467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2609470.750000 Penalty: 3236.572998
	Iteration 44Q: 3 clusters Score -2609471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2609470.750000 Penalty: 3236.572998
	Iteration 45Q: 3 clusters Score -2609471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2609476.500000 Penalty: 3236.572998
	Iteration 46Q: 3 clusters Score -2609476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2609480.750000 Penalty: 3236.572998
	Iteration 47Q: 3 clusters Score -2609481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2609481.500000 Penalty: 3236.572998
	Iteration 48Q: 3 clusters Score -2609482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2609483.250000 Penalty: 3236.572998
	Iteration 49Q: 3 clusters Score -2609483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -2609486.500000 Penalty: 3236.572998
	Iteration 50Q: 3 clusters Score -2609486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2609492.000000 Penalty: 3236.572998
	Iteration 51Q: 3 clusters Score -2609492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2609498.250000 Penalty: 3236.572998
	Iteration 52Q: 3 clusters Score -2609498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2609498.500000 Penalty: 3236.572998
	Iteration 53Q: 3 clusters Score -2609498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2609505.250000 Penalty: 3236.572998
	Iteration 54Q: 3 clusters Score -2609505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2609516.000000 Penalty: 3236.572998
	Iteration 55Q: 3 clusters Score -2609516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2609519.000000 Penalty: 3236.572998
	Iteration 56Q: 3 clusters Score -2609519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2609523.500000 Penalty: 3236.572998
	Iteration 57Q: 3 clusters Score -2609524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2609532.750000 Penalty: 3236.572998
	Iteration 58Q: 3 clusters Score -2609533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2609548.750000 Penalty: 3236.572998
	Iteration 59Q: 3 clusters Score -2609549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2609557.750000 Penalty: 3236.572998
	Iteration 60F: 3 clusters Score -2609558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2609561.500000 Penalty: 3236.572998
	Iteration 61Q: 3 clusters Score -2609562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2609568.250000 Penalty: 3236.572998
	Iteration 62Q: 3 clusters Score -2609568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2609578.000000 Penalty: 3236.572998
	Iteration 63Q: 3 clusters Score -2609578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2609585.250000 Penalty: 3236.572998
	Iteration 64Q: 3 clusters Score -2609585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2609590.500000 Penalty: 3236.572998
	Iteration 65Q: 3 clusters Score -2609590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2609589.750000 Penalty: 3236.572998
	Iteration 66Q: 3 clusters Score -2609590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2609595.000000 Penalty: 3236.572998
	Iteration 67Q: 3 clusters Score -2609595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2609596.750000 Penalty: 3236.572998
	Iteration 68Q: 3 clusters Score -2609597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2609598.500000 Penalty: 3236.572998
	Iteration 69Q: 3 clusters Score -2609598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2609600.750000 Penalty: 3236.572998
	Iteration 70Q: 3 clusters Score -2609601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2609600.750000 Penalty: 3236.572998
	Iteration 71Q: 3 clusters Score -2609601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2609602.250000 Penalty: 3236.572998
	Iteration 72Q: 3 clusters Score -2609602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2609607.000000 Penalty: 3236.572998
	Iteration 73Q: 3 clusters Score -2609607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2609611.750000 Penalty: 3236.572998
	Iteration 74Q: 3 clusters Score -2609612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2609619.250000 Penalty: 3236.572998
	Iteration 75Q: 3 clusters Score -2609619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2609620.000000 Penalty: 3236.572998
	Iteration 76Q: 3 clusters Score -2609620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2609621.750000 Penalty: 3236.572998
	Iteration 77Q: 3 clusters Score -2609622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2609622.750000 Penalty: 3236.572998
	Iteration 78Q: 3 clusters Score -2609623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2609626.750000 Penalty: 3236.572998
	Iteration 79Q: 3 clusters Score -2609627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2609626.750000 Penalty: 3236.572998
	Iteration 80F: 3 clusters Score -2609627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Entering Unmasked Estep 
Score: -6432989.000000 Penalty: 1757.418945
	Iteration 0F: 2 clusters Score -6432989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -6399848.500000 Penalty: 3514.837891
	Iteration 0F: 3 clusters Score -6399848 nChanged 23185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -6412811.000000 Penalty: 3514.837891
	Iteration 1F: 3 clusters Score -6412811 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -6413214.500000 Penalty: 3514.837891
	Iteration 2Q: 3 clusters Score -6413214 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6413575.500000 Penalty: 3514.837891
	Iteration 3Q: 3 clusters Score -6413576 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -6413970.000000 Penalty: 3514.837891
	Iteration 4Q: 3 clusters Score -6413970 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -6414389.000000 Penalty: 3514.837891
	Iteration 5Q: 3 clusters Score -6414389 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -6414870.500000 Penalty: 3514.837891
	Iteration 6Q: 3 clusters Score -6414870 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -6415597.500000 Penalty: 3514.837891
	Iteration 7Q: 3 clusters Score -6415598 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -6416553.500000 Penalty: 3514.837891
	Iteration 8Q: 3 clusters Score -6416554 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6417756.500000 Penalty: 3514.837891
	Iteration 9F: 3 clusters Score -6417756 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -6419211.000000 Penalty: 3514.837891
	Iteration 10F: 3 clusters Score -6419211 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -6420853.500000 Penalty: 3514.837891
	Iteration 11F: 3 clusters Score -6420854 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -6422704.500000 Penalty: 3514.837891
	Iteration 12F: 3 clusters Score -6422704 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -6424701.000000 Penalty: 3514.837891
	Iteration 13F: 3 clusters Score -6424701 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -6426617.000000 Penalty: 3514.837891
	Iteration 14Q: 3 clusters Score -6426617 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6428459.000000 Penalty: 3514.837891
	Iteration 15Q: 3 clusters Score -6428459 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -6429791.000000 Penalty: 3514.837891
	Iteration 16Q: 3 clusters Score -6429791 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -6430669.000000 Penalty: 3514.837891
	Iteration 17Q: 3 clusters Score -6430669 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -6431121.500000 Penalty: 3514.837891
	Iteration 18Q: 3 clusters Score -6431122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -6431246.000000 Penalty: 3514.837891
	Iteration 19Q: 3 clusters Score -6431246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -6431330.000000 Penalty: 3514.837891
	Iteration 20F: 3 clusters Score -6431330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -6431381.000000 Penalty: 3514.837891
	Iteration 21Q: 3 clusters Score -6431381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -6431407.500000 Penalty: 3514.837891
	Iteration 22Q: 3 clusters Score -6431408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -6431421.500000 Penalty: 3514.837891
	Iteration 23Q: 3 clusters Score -6431422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -6431426.500000 Penalty: 3514.837891
	Iteration 24Q: 3 clusters Score -6431426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 49581 members 
Entering Unmasked Estep 
Score: -6431437.000000 Penalty: 3514.837891
	Iteration 25Q: 3 clusters Score -6431437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6431442.500000 Penalty: 3514.837891
	Iteration 26Q: 3 clusters Score -6431442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -6431442.500000 Penalty: 3514.837891
	Iteration 27F: 3 clusters Score -6431442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Entering Unmasked Estep 
Score: -3878259.250000 Penalty: 1678.947632
	Iteration 0F: 2 clusters Score -3878259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3857736.750000 Penalty: 3357.895264
	Iteration 0F: 3 clusters Score -3857737 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3865641.000000 Penalty: 3357.895264
	Iteration 1F: 3 clusters Score -3865641 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3866239.000000 Penalty: 3357.895264
	Iteration 2Q: 3 clusters Score -3866239 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3866950.500000 Penalty: 3357.895264
	Iteration 3F: 3 clusters Score -3866950 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3867672.750000 Penalty: 3357.895264
	Iteration 4F: 3 clusters Score -3867673 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3868508.500000 Penalty: 3357.895264
	Iteration 5F: 3 clusters Score -3868508 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3869508.000000 Penalty: 3357.895264
	Iteration 6F: 3 clusters Score -3869508 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -3870584.250000 Penalty: 3357.895264
	Iteration 7F: 3 clusters Score -3870584 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3871709.500000 Penalty: 3357.895264
	Iteration 8F: 3 clusters Score -3871710 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3872874.250000 Penalty: 3357.895264
	Iteration 9F: 3 clusters Score -3872874 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3874038.750000 Penalty: 3357.895264
	Iteration 10Q: 3 clusters Score -3874039 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3874979.750000 Penalty: 3357.895264
	Iteration 11Q: 3 clusters Score -3874980 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3875708.500000 Penalty: 3357.895264
	Iteration 12Q: 3 clusters Score -3875708 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3876137.500000 Penalty: 3357.895264
	Iteration 13Q: 3 clusters Score -3876138 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3876424.250000 Penalty: 3357.895264
	Iteration 14Q: 3 clusters Score -3876424 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3876613.250000 Penalty: 3357.895264
	Iteration 15Q: 3 clusters Score -3876613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3876733.500000 Penalty: 3357.895264
	Iteration 16Q: 3 clusters Score -3876734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3876789.000000 Penalty: 3357.895264
	Iteration 17Q: 3 clusters Score -3876789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3876829.500000 Penalty: 3357.895264
	Iteration 18Q: 3 clusters Score -3876830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3876849.500000 Penalty: 3357.895264
	Iteration 19Q: 3 clusters Score -3876850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3876868.250000 Penalty: 3357.895264
	Iteration 20F: 3 clusters Score -3876868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3876881.500000 Penalty: 3357.895264
	Iteration 21Q: 3 clusters Score -3876882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3876888.500000 Penalty: 3357.895264
	Iteration 22Q: 3 clusters Score -3876888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3876897.500000 Penalty: 3357.895264
	Iteration 23Q: 3 clusters Score -3876898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3876898.000000 Penalty: 3357.895264
	Iteration 24Q: 3 clusters Score -3876898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3876907.500000 Penalty: 3357.895264
	Iteration 25Q: 3 clusters Score -3876908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3876914.000000 Penalty: 3357.895264
	Iteration 26Q: 3 clusters Score -3876914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3876914.750000 Penalty: 3357.895264
	Iteration 27Q: 3 clusters Score -3876915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3876918.500000 Penalty: 3357.895264
	Iteration 28Q: 3 clusters Score -3876918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3876926.250000 Penalty: 3357.895264
	Iteration 29Q: 3 clusters Score -3876926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3876930.500000 Penalty: 3357.895264
	Iteration 30Q: 3 clusters Score -3876930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3876939.000000 Penalty: 3357.895264
	Iteration 31Q: 3 clusters Score -3876939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3876940.000000 Penalty: 3357.895264
	Iteration 32Q: 3 clusters Score -3876940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3876944.000000 Penalty: 3357.895264
	Iteration 33Q: 3 clusters Score -3876944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3876947.750000 Penalty: 3357.895264
	Iteration 34Q: 3 clusters Score -3876948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3876945.750000 Penalty: 3357.895264
	Iteration 35Q: 3 clusters Score -3876946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3876947.000000 Penalty: 3357.895264
	Iteration 36Q: 3 clusters Score -3876947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3876942.750000 Penalty: 3357.895264
	Iteration 37Q: 3 clusters Score -3876943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3876947.000000 Penalty: 3357.895264
	Iteration 38Q: 3 clusters Score -3876947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3876954.250000 Penalty: 3357.895264
	Iteration 39Q: 3 clusters Score -3876954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3876956.000000 Penalty: 3357.895264
	Iteration 40F: 3 clusters Score -3876956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3876958.000000 Penalty: 3357.895264
	Iteration 41Q: 3 clusters Score -3876958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3876959.250000 Penalty: 3357.895264
	Iteration 42Q: 3 clusters Score -3876959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3876960.250000 Penalty: 3357.895264
	Iteration 43Q: 3 clusters Score -3876960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3876962.000000 Penalty: 3357.895264
	Iteration 44Q: 3 clusters Score -3876962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3876960.250000 Penalty: 3357.895264
	Iteration 45Q: 3 clusters Score -3876960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3876963.000000 Penalty: 3357.895264
	Iteration 46Q: 3 clusters Score -3876963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3876965.250000 Penalty: 3357.895264
	Iteration 47Q: 3 clusters Score -3876965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3876965.000000 Penalty: 3357.895264
	Iteration 48Q: 3 clusters Score -3876965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3876965.750000 Penalty: 3357.895264
	Iteration 49Q: 3 clusters Score -3876966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3876965.750000 Penalty: 3357.895264
	Iteration 50F: 3 clusters Score -3876966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -49670.398438 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -49670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48671.328125 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -48671.33 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48881.753906 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -48881.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49012.511719 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -49012.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49103.519531 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -49103.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49202.070312 Penalty: 1999.638184
	Iteration 4F: 3 clusters Score -49202.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49252.503906 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -49252.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49277.519531 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -49277.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49291.867188 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -49291.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49310.128906 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -49310.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49316.636719 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -49316.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49324.718750 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -49324.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49325.929688 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -49325.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49325.929688 Penalty: 1999.638184
	Iteration 12F: 3 clusters Score -49325.93 nChanged 0
25->29 Clusters: Score -59794140.000000, best is -59795464.000000

Main iterations: 1389 (time per=4949.236678ms)
Total iterations: 43748 (time per=157.138378ms)
Iterations metric 2: 999814266880.000000 (time per=6.875767ns)
Iterations metric 3: 23993755107328.000000 (time per=286.511624ps)

That took 6874.489746 seconds.
